Metrics details
Although liquid biopsy has garnered increasing attention in recent years for diagnosing hepatocellular carcinoma (HCC)
serum biomarkers continue to hold significant value for HCC diagnosis due to their simple operation
This study aimed to screen for the optimal diagnostic combinations of alpha fetoprotein (AFP)
a protein induced by vitamin K deficiency or antagonist II (PIVKA-II)
and routine clinical indicators for diagnosing hepatitis B-associated HCC (HBV-HCC)
A retrospective analysis was conducted on 358 HBV-HCC patients treated at Taizhou People’s Hospital from August 2015 to October 2021; 124 patients with chronic hepatitis B (CHB) and 241 patients with hepatitis B cirrhosis composed the control group
the concordance between the screened indicators and liver pathology for HCC diagnosis was analyzed by Cohen’s kappa coefficient
and the triple biomarker combination achieved the highest AUC (0.908) for HCC diagnosis
surpassing the efficacy of both individual indicators and two biomarker combinations
In both the Child‒Pugh A and Child‒Pugh B&C cirrhosis groups
AFP and PIVKA-II were significantly different between patients with and without HCC
and the AUC values of AFP combined with PIVKA-II for HCC diagnosis were 0.969 and 0.956
Using liver pathology as the gold standard
the Kappa values of the above combinations in the three groups were 0.866
and GP73 in the CHB group and the combination of AFP and PIVKA-II in both the Child‒Pugh A and Child‒Pugh B&C cirrhosis groups had excellent diagnostic accuracy for HCC
and were superior to the diagnostic ability of individual biomarkers
the current complexity of liquid biopsy and its high detection costs hinder its routine clinical implementation
which renders it inaccessible to most primary hospitals
The screening of routine clinical indicators and the exploration of different diagnostic strategies for liver cancer are other directions
The purpose of this study was to identify and screen for the most effective diagnostic combinations of AFP
and routine clinical indicators in patients with HBV-HCC
403 out of 723 enrolled patients received antiviral treatment
Among those who received antiviral treatment
while the remaining patients were treated with nucleoside analogs or a combination of antiviral therapies
Patients who had not received antiviral treatment at baseline were given antiviral treatment after completing relevant examinations and meeting the criteria for antiviral therapy
This study was approved by the ethics committee of Taizhou People’s Hospital (ky2021-081-01)
the data was the routine examinations of patients
and the patient’s privacy was not involved
imaging examinations (dynamic contrast-enhanced computed tomography (CT) or magnetic resonance imaging (MRI))
Examination of the specimen: A blood cell analyzer was used for complete blood count
and an Abbott i2000SR automated chemiluminescent immunoassay analyzer was used to detect AFP and PIVKA-II
and GP73 was measured using the up-converting phosphor technology immunoassay analyzer UPT-3 A produced by Beijing Hotgen Biotech Co.
along with the corresponding quantitative detection kit
Liver function and kidney function were tested by an Olympus 5421 automatic biochemical analyzer
HBV markers were detected by a Roche Elecsys electrochemiluminescence automatic immune analyzer
HBV DNA was quantified by a Roche Cobas TaqMan 48 virus quantification system
and the lower limit of quantification was 1.3 lg IU/ml (20 IU/ml)
The pathological data were obtained from multiple sources
they involve puncture biopsies of liver nodules which cannot rule out the presence of HCC and do not exhibit the characteristic imaging features of HCC
with the aim of obtaining a definitive pathological diagnosis
pathological data of resected liver cancer specimens were collected
liver biopsy evaluations were conducted to assess inflammation and fibrosis in HBV-infected patients
as well as in those with liver disease who were serum HBsAg-negative and HBcAb-positive
Liver biopsy was performed under the guidance of ultrasound
utilizing a TSK 16G liver biopsy needle to procure liver nodule(s)
Informed consent and signatures were obtained from the patients before the procedure
The seven-point baseline sampling method was used for the resected specimens
The pathological specimens were evaluated by an intermediate and a senior pathologist
initially examined by the intermediate pathologist and subsequently reviewed by the senior pathologist
the researcher and pathologist jointly deliberated and reached a consensus based on the criteria
The validation cohort consisted of 382 patients with liver pathology data
The number of males and female was 307 and 75
These patients were categorized into the CHB group (55 patients with HCC and 50 without)
the Child‒Pugh A hepatitis B cirrhosis group (56 patients with HCC and 91 without)
and the Child‒Pugh B&C hepatitis B cirrhosis group (60 patients with HCC and 70 without)
there were 191 patients with CNLC stages Ia or Ib
Approximately 70% of patients belong to the early to middle stage of HCC
SPSS 26.0 statistical software was used for data analysis and processing
and P < 0.05 indicated that the results were significantly different
The chi-square test was used to analyze the level of concordance between patients with and without HCC in each group
and the Kolmogorov‒Smirnov test was used to assess the normality of the measurement data
The measurement data in this study exhibited a non‒normal distribution; thus
the median and quartiles were used to describe the non‒normally distributed data
The constituent ratio was used to describe the count variable
The Mann‒Whitney U test was used to compare the measurement data of patients with and without HCC within each group
The Pearson chi-square test was used to analyze the differences in classification data across groups
After identifying indicators with statistically significant results from the univariate analysis
a collinearity analysis was carried out and combined with references to exclude the mutual influence of individual variables
These refined variables were subsequently included in a multivariate analysis
Binary logistic regression was used to analyze the relationships between the levels of pertinent indicators and clinical variables in patients with HCC
The receiver operating characteristic (ROC) curve was generated for diagnostic combinations of multiple indicators
and the area under the curve (AUC) was calculated
the consistency between the screened indicators and liver pathology for HCC diagnosis was analyzed with Cohen’s kappa
collinearity analysis was conducted for the indicators of each group separately
Collinearity analysis revealed that the variance inflation factor (VIF) of WBC and NEUT exceeded 10 in the Child-Pugh A cirrhosis group
Considering that WBC counts included the NEUT
WBC counts were excluded from the analysis
and MONO counts were included in the multivariate analysis
AUC-ROC of each indicator for HCC diagnosis in the CHB group.
AUC-ROC of each indicator for HCC diagnosis in the Child‒Pugh class A cirrhosis group.
AUC-ROC of each indicator for HCC diagnosis in the Child‒Pugh B&C cirrhosis group
the detection of serum biomarkers remains a preferred method for rapid clinical decision-making in primary hospitals due to its advantages of simple operation
This study compared the clinical routine indicators of HBV-HCC patients with different disease stages
identified those with significant diagnostic value for HBV-HCC
and subsequently evaluated their individual and combined effectiveness in diagnosing HBV-HCC
This may also be the reason why this study did not observe differences in the levels of peripheral blood immune cells between HCC patients and non-HCC patients in the Child‒Pugh B&C cirrhosis group
utilizing liver pathology as the gold standard
the kappa values for the combined use of AFP
and GP73 for HCC diagnosis exceeded 0.75 in each group
indicating good consistency with the diagnostic efficacy of liver pathology
the accuracy of GP73 in diagnosing HCC in patients with cirrhosis may be affected
the multivariate analysis of GP73 did not show statistical significance between HCC and non-HCC patients in the cirrhosis group; additionally
the kappa value was slightly lower in the cirrhosis group (combination of AFP and PIVKA-II) compared to the CHB group (combination of AFP
consequently resulting in a lack of research on the early diagnosis of HCC
and GP73 for diagnosing HBV-HCC without cirrhosis
as well as combining AFP and PIVKA-II for diagnosing HBV-HCC with cirrhosis
is consistent with that of liver pathology
surpassing the accuracy of individual biomarkers
the combination of multiple serum biomarkers exhibits greater clinical significance in guiding HCC clinical decision-making than a single biomarker
The data supporting the results of the manuscript can be obtained from the corresponding author
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This manuscript was supported by Taizhou People’s Hospital Scientifc Research Fund Project (QDJJ202108)
These authors contributed equally: Hu Rui and Ni Yueqin
The Affiliated Taizhou People’s Hospital of Nanjing Medical University
The authors declare no competing interests
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations
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DOI: https://doi.org/10.1038/s41598-025-92067-9
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Early detection of hepatocellular carcinoma (HCC) is crucial for improving survival in patients with chronic hepatitis
The GALAD algorithm combines gender (biological sex)
α-fetoprotein (AFP), Lens culinaris agglutinin-reactive fraction of AFP (AFP-L3)
and protein induced by vitamin K absence or antagonist-II (PIVKA-II) for HCC detection
the GAAD algorithm incorporates gender (biological sex)
This study aimed to assess the clinical utility of AFP-L3 in the GALAD algorithm and its potential synergies with ultrasound
We compared the clinical performance of GALAD with GAAD; AFP; AFP-L3; and PIVKA-II
A total of 439 serum samples were analyzed using a Cobas® e 601 analyzer (healthy controls
Performance was assessed through receiver operating characteristic curve analyses to calculate the area under the curve
The area under the curve for differentiating early-stage HCC from patients with chronic liver disease was optimal for PIVKA-II (84.9%)
with slightly improved performance for detecting all-stage HCC
Clinical performance was unaffected by disease stage or etiology
Sensitivity for early-stage HCC was highest for GAAD (57.6%) and GALAD (57.6%)
Sensitivity for each strategy was further enhanced when combined with ultrasound
regardless of disease stage or etiology (P < 0.01)
These findings indicate that the role of AFP-L3 in the GALAD algorithm is minimal
supporting the use of GAAD for HCC detection
or PIVKA-II with ultrasound may improve diagnostic efficiency compared with recommended strategies
Xia & He Publishing Inc.
Huang, C.-F., et al. (2024). Surveillance Imaging and GAAD/GALAD Scores for Detection of Hepatocellular Carcinoma in Patients with Chronic Hepatitis. Journal of Clinical and Translational Hepatology. doi.org/10.14218/jcth.2024.00172
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This article is part of the Research TopicDiagnosis, Treatment and Prognosis of Viral HepatitisView all 21 articles
Increased protein induced by vitamin K absence or antagonist-II (PIVKA-II) levels had been widely reported in patients with hepatocellular carcinoma (HCC) and chronic hepatitis
the role of PIVKA-II in hepatitis E is unclear
The aim of this study was to clarify the changes related with PIVKA-II and its clinical significance in hepatitis E
We enrolled 84 patients with hepatitis E hospitalized in two hospitals from December 2019 to June 2021
The levels of serum PIVKA-II and related serological indicators in the patients were determined to elucidate the role of PIVKA-II in hepatitis E
We observed that 59.51% (50/84) of patients showed an increase in PIVKA-II levels
Compared with the normal PIVKA-II group (<32 mAU/L)
patients in the elevated PIVKA-II group (>32 mAU/L) had much higher serum total bilirubin (TBIL)
and total bile acid (TBA) levels (p < 0.05 for each)
Compared with the slightly elevated PIVKA-II group (32–125 mAU/L)
patients in the significantly elevated PIVKA-II group (>125 mAU/L) had much lower serum albumin
and longer days for the hospital stay (p < 0.05 for each)
The association of PIVKA-II with TBIL and DBIL was an inverted U-shaped curve with an inflection point at 199.1 mAU/L)
The association of PIVKA-II with IBIL was a U-shaped curve with an inflection point at 18.6 mAU/L while the association of PIVKA-II with albumin was an inverted U-shaped curve with an inflection point at 18.6 mAU/L
PIVKA-II levels were gradually decreased and finally returned to normal
This trend was consistent with that of bilirubin
findings from our study show that the increase in PIVKA-II levels can be related to the degree of hepatic insufficiency in patients with hepatitis E
wherein PIVKA-II levels are transiently increased
and the trend of change can be related to the disease course
Hepatitis E is an acute self-limiting disease caused by the hepatitis E virus (HEV) and is mainly transmitted through the fecal-oral route (1). According to statistics from the WHO, approximately 20 million people worldwide are infected with HEV each year, with more than 3 million cases of acute hepatitis E and 70,000 patient deaths (2)
hepatitis E has become one of the most important public health problems worldwide
We speculated that there might also be an increase of PIVKA-II in acute hepatitis
and the increase might be related to the degree of liver damage
the role of PIVKA-II in hepatitis E is still unclear
we aimed to explore the relationship between PIVKA-II levels and HEV infection in this study
to obtain a better understanding of the role of PIVKA-II in hepatitis E
or the presence of alcoholic fatty liver disease; (4) drug-induced liver disease; (5) autoimmune liver disease; (6) liver cancer
and/or female pregnancy; (7) co-infection with cytomegalovirus or Epstein–Barr virus; (8) presence of metabolic associated fatty liver disease; (9) approval for liver transplantation; and (10) incomplete data
Studies involving human participants were reviewed and approved by the ethics committee of the First Affiliated Hospital of Wenzhou Medical University and Taizhou Hospital of Zhejiang Province (approval number: no
Due to the retrospective study design involving electronic health records and no additional interventions
written informed consent was waived from the patients or their relatives
Serum levels of PIVKA-II were detected using an Abbott I 1000 automatic immunoassay analyzer
Peripheral blood was obtained from each patient
The serum was obtained by centrifuging for 5 min at 3,000 rpm and stored at −80°C until testing
All the operational processes regarding the measurement of PIVKA-II were blind to measurers
Detection of HEV IgM via ELISA was performed by Shanghai Kehua Biological Engineering Co.
and albumin levels were analyzed using a Beckman AU5800 automatic biochemical detector
The prothrombin time (PT) was analyzed using the Stago R Max
and the standard operating procedure was strictly followed during the test
All statistical analyses were performed using SPSS version 26.0, EmpowerStats (http://www. empowerstats.com), and package R (http://www.Rproject.org)
the data were displayed as median (minimum–maximum) or as the actual value of the classification data
Baseline features were summarized using descriptive statistics
Groups were compared using chi-square tests for categorical variables
Mann-Whitney U tests were used for continuous variables for comparing two independent groups
A p < 0.05 was considered to be statistically different
The flow chart for screening the patients with hepatitis E is shown in Figure 1. A total of 84 patients with hepatitis E aged 25–77 years were included in our study, with the baseline characteristics according to normal PIVKA-II or elevated PIVKA-II are presented in Table 1 and Figure 2
Since the range of reference value for PIVKA-II is 11–32 mAU/L
we adopted 32 mAU/L as the cut-off value to divide the 84 patients into the normal group (n = 34) with PIVKA-II ≤ 32 mAU/L and elevated group (n = 50) with PIVKA-II >32 mAU/L
The median level of PIVKA-II in normal group was 24.6 mAU/L range from 10.6 to 31.4 mAU/L
while their counterpart in the elevated group was much higher as 53.8 mAU/L with significant statistical differences (p < 0.001)
patients in the elevated PIVKA-II group had much higher serum TBIL
and TBA levels (p < 0.05 for each)
There were no significant differences in the distribution of age and gender between the two groups
no significant differences were found in levels of albumin
Screening flow chart for patients with hepatitis E
metabolic associated fatty liver disease; CMV
Baseline characteristics of patients with hepatitis E
Levels of clinical biochemical indexes in different groups of serum PIVKA-II levels
protein induced by vitamin K absence or antagonist-II
Association between clinical biochemical indexes and degree of elevated PIVKA-II
During hospitalization, the serological indicators and PIVKA-II levels of the patients were monitored. As the disease gradually improved, the trend in the PIVKA-II and TB levels was similar; that is, both had peaks that appeared in the third week, which was 2 weeks later than that of transaminase. The peak of AFP appeared was 1 week later than that of PIVKA-II in the fourth week is shown in Table 3
Changes in PIVKA-II and clinical biochemical indicators during hospitalization
The scatter diagram and smooth curve fittings used to characterize the non-linear relationship between PIVKA-II with TBIL, DBIL, IBIL, and albumin levels are shown in Figures 3, 4
PIVKA-II is positively correlated with total bilirubin (r = 0.563
positively correlated with direct bilirubin (r = 0.556
positively correlated with indirect bilirubin (r = 0.357
and negatively correlated with albumin (r = −0.264
Scatter diagram for the correlation between PIVKA-II and bilirubin and albumin
The correlation between PIVKA-II and bilirubin and albumin
The solid red line represents the smooth curve fit between variables
Blue bands represent the 95% CI from the fit
The association between PIVKA-II with TBIL and DBIL was an inverted U-shaped curve, with the point of inflection identified using a two piecewise linear regression model, at 199.1 mAU/ml (Table 4)
every 1 mAU/ml increase in PIVKA-II was associated with a 1.6 μmol/L greater TBIL (95% CI: 1.1–2.0); by comparison
for individuals with a PIVKA-II >199.1 mAU/ml
a 1 mAU/ml increase in PIVKA-II was associated with a 0.7 μmol/L decrease in TBIL (95% CI: −1.1 to −0.2)
every 1 mAU/ml increase in PIVKA-II was associated with a 1.4 μmol/L greater DBIL (95% CI: 1.0–1.8); by comparison
a 1 mAU/ml increase in PIVKA-II was associated with a 0.6 μmol/L decrease in DBIL (95% CI: −1.0 to −0.3)
Threshold effect analysis of PIVKA-II on TBIL
and albumin using the two-piecewise linear regression model
every 1 mAU/ml increase in PIVKA-II was associated with a 1.1 μmol/L greater albumin (95% CI: 0.2–2.0)
these patients had a median value of 53 years old ranged from 25 to 77
There were no significant differences in age distribution between the normal PIVKA-II group and the elevated PIVKA-II group
Pregnant patients were not included in our study and none of the 84 patients progressed to acute liver failure during hospitalization
we included 84 cases of patients with hepatitis E and measured the levels of the PIVKA-II and various serological indicators
and monitored the indicators during hospitalization
The PIVKA-II levels increased in 59.51% (50/84) of patients with hepatitis E
four cases had PIVKA-II levels >1,000 mAU/ml
We classified the degree of increase in the PIVKA-II levels into two groups
Compared with the slightly elevated PIVKA-II group
patients in the significantly elevated PIVKA-II group had much lower serum albumin
An elevated PIVKA-II correlated with a greater TBIL
we identified a non-linear relationship between PIVKA-II with TBIL and DBIL with a point of inflection at 199.1 mAU/ml and a non-linear relationship between PIVKA-II with IBIL and albumin with a point of inflection at 18.6 mAU/ml
These results indicated that PIVKA-II levels might be related with the severity of hepatitis E
An increase in prothrombin levels also leads to the production of abnormal prothrombin (18)
we believe that PIVKA-II may be associated with the severity of acute liver damage
the underlying mechanism behind the effect of HEV infection on serum PIVKA-II levels remains unclear
We believe that this may be related to liver cell damage and metabolic disorders in patients with hepatitis E
which decreased the ability of liver cells to synthesize protein and may weaken the function of vitamin K-dependent shuttling enzymes
causing the metabolic utilization of vitamin K
elevated PIVKA-II levels in hepatitis E may also be related with Vitamin K absence
the relationship between serum vitamin K concentration and serum PIVKA-II levels was not explored in our current study because data on serum vitamin K levels are unavailable
no related pieces of literature were previously published about the relationship between Vitamin K absence and HEV infection
whether Vitamin K absence existed in patients with HEV infection was still unclear and the effect of HEV infection on serum PIVKA-II levels needs to be clarified in future research
With the gradual recovery of patients with hepatitis E, PIVKA-II levels also gradually decreased, and the peak was delayed by 2 weeks compared with the peak of transaminase, which was roughly similar to that of bilirubin. The peak of AFP was 1 week later than that of PIVKA-II. Many studies believe that AFP exists in the cytoplasm of oval cells or hyperproliferative cells (22, 23)
which indicates the proliferation of liver cells after injury
and the new liver cells may synthesize AFP briefly in the early stage
We believe that PIVKA-II is related to liver cell damage
so there may be a certain node in the abnormal metabolism and hyperplasia of liver cell necrosis
which is a turning point in the disease of the patients with hepatitis E
we did not have enough cases in this study
and the sample size needs to be further expanded
it could be seen that more than half of patients with hepatitis E had elevated PIVKA-II levels
and the patients gradually recovered after a few weeks
With the recovery of patients from hepatitis E
PIVKA-II could be a significant reference for the course of hepatitis E disease
we can refer to the PIVKA-II level of patients with hepatitis E to assess the severity of the patient's condition and the trend of the outcome to assist in the diagnosis and treatment of the disease further
If the patient's PIVKA-II continues to rise
and the possibility of HCC should be ruled out
The association between PIVKA-II with TBIL
and albumin was a U-shaped or inverted U-shaped curve with an obvious point of inflection
The data collection time was relatively short
The study population was recruited from only two centers
We need to conduct more cases and perform long-term follow-up evaluations
we excluded individuals with HCC from our study sample as HCC may have a significant influence on PIVKA-II
there remains the possibility of bias caused by other potential confounding factors that we did not adjust for
The research involves patient private information
the data that support the findings of this study are available from the corresponding author upon reasonable request
The studies involving human participants were reviewed and approved by the Ethics Committee of the First Affiliated Hospital of Wenzhou Medical University and Taizhou Hospital of Zhejiang Province (approval number: No
and MLu contributed to the conception and design of the study
YC wrote the first draft of the manuscript
All the authors contributed to manuscript revision
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations
Any product that may be evaluated in this article
or claim that may be made by its manufacturer
is not guaranteed or endorsed by the publisher
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Yang N and Lu M (2022) Changes and Clinical Significance of PIVKA-II in Hepatitis E Patients
Received: 28 September 2021; Accepted: 15 December 2021; Published: 25 January 2022
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*Correspondence: Naibin Yang, eWFuZ25iMDFAMTYzLmNvbQ==; Mingqin Lu, bG1xMDkwNkAxNjMuY29t
†These authors have contributed equally to this work and share first authorship
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The work on the use of the PIVKA-II biomarker in Cuba for the early detection of liver carcinoma was presented at the National Imaging Conference ORIENTIMAGEN 2025 held by the end of February in the city of Holguín
clinical hepatologist at the Hermanos Ameijeiras Clinical Surgical Hospital
also known as des-gamma carboxy prothrombin II
is used to improve early diagnosis of hepatocellular carcinoma (HCC)
especially in patients with liver cirrosis
Although patients diagnosed with cirrhosis undergo abdominal ultrasound and alpha-fetoprotein
as there are certain cases in which carcinoma is not detected unless it is found in an advanced stage
Pedro Pablo González Rojas is the lead radiologist of the multidisciplinary team that conducts the PIVKA-II research for the diagnosis of hepatocellular carcinoma
performed by multidetector computed tomography and high-field magnetic resonance imaging to evaluate liver lesions
González Rojas added that these dynamic studies are performed on patients with chronic liver disease with a focal lesión
A contrast medium is administered to establish the dynamic behavior of that lesion
Based on these findings specialists can establish whether or not it is a hepatocellular carcinoma and the action to follow
The also President of the Cuban Society of Imaging explained embolization is one of the most effective treatments for HCC
The National Imaging Conference contributed to the development of the specialty
with a comprehensive and multidisciplinary approach
Metrics details
Accumulating evidence has shown that tRNA-derived small RNAs (tsRNAs) play crucial roles in malignant tumor development
whether serum tsRNAs can act as potential biological markers for hepatocellular carcinoma (HCC) are still largely unknown
was prominently elevated in the sera of HCC patients than that of hepatitis cases and healthy check-ups
and it was related with TNM stage and lymphatic metastasis of HCC patients
methodological evaluation confirmed that tsRNA-Thr-5-0015 had excellent stability
the combined detection of serum tsRNA-Thr-5-0015 with AFP as well as PIVKA-II improved the diagnostic sensitivity for HCC
dynamic monitoring found that the serum tsRNA-Thr-5-0015 was drastically decreased in the postoperative HCC patients
Kaplan–Meier analysis displayed that patients with high level of serum tsRNA-Thr-5-0015 had shorter overall survival than that of the low level ones
bioinformatic prediction unveiled that the downstream targets of tsRNA-Thr-5-0015 were enriched in several signaling pathways
tsRNA-Thr-5-0015 may be a promising biomarker for HCC diagnosis
therapeutic effect assessment and prognosis judgement
the combination with serum tsRNA-Thr-5-0015
AFP and PIVKA-II can enhance the diagnostic efficiency for HCC
novel biomarkers should be explored to improve the diagnostic values and therapeutic effects for HCC
these studies intensively disclosed that tsRNAs were generally involved in the occurrence and development of HCC
it is still needed to investigate the diagnostic values of serum tsRNAs in HCC
serum level of tsRNA-Thr-5-0015 was upregulated in HCC patients
The clinical performance of serum tsRNA-Thr-5-0015 was further unlocked that it had the potential to be a new biomarker for diagnosis
dynamic monitoring and prognosis judgement of HCC
AFP and PIVKA-II could elevate the diagnostic efficiency for this deadly disease
Screening of tsRNA in patients with HCC
tsRNA-Sec-i-0080 (b) and tsRNA-Asn-5-0003 (c)
(d–f) qRT-PCR was used to detect the serum level of tsRNA-Thr-5-0015 (d)
tsRNA-Sec-i-0080 (e) and tsRNA-Asn-5-0003 (f) in HCC patients and healthy controls
Only the expression of serum tsRNA-Thr-5-0015 was significantly upregulated in HCC
(g,h) qRT-PCR analysis the expression of tsRNA-Thr-5-0015 in different HCC cell lines (g) and 20 pairs of HCC tissues and adjacent tissues
The results showed significant up-regulation in four HCC cell lines and HCC tissue (h)
(i) There was a positive correlation of tsRNA-Thr-5-0015 in serum and corresponding tissues of 20 HCC patients
*P < 0.05; **P < 0.01; ***P < 0.001
The UCSC Genome Browser Database (https://genome-asia.ucsc.edu/) indicates that tsRNA-Thr-5-0015 is localized on chromosome 6p22.2 at coordinates 26533199 - 26533218 (Supplementary Fig. S1a). According to MINTbase v2.0 (https://cm.jefferson.edu/MINTbase/)
tsRNA-Thr-5-0015 is a 5’-tRF of 20 nucleotides in length (GGCTCCGTGGCTTAGCTGGT)
with the cleavage site located in the D loop
it is also referred to as tRF-20-69M8NPN3 (Supplementary Fig
Diagnostic and clinical applications of tsRNA-Thr-5-0015 in the serum of HCC patients
(a) qRT-PCR analysis the serum level of tsRNA-Thr-5-0015 in 81 patients with HCC
(b) Dynamic monitoring of serum tsRNA-Thr-5-0015 expression levels before and after surgery in 37 HCC patients
(c) Difference of serum tsRNA-Thr-5-0015 level between postoperative HCC patients and healthy check-ups
(d) tsRNA-Thr-5-0015 was released from tumor cells into the cell culture medium in a time-dependent manner
(e) Kaplan–Meier curves analysis the relationship between serum tsRNA-Thr-5-0015 level and the overall survival of HCC patients
Methodological evaluation of serum tsRNA-Thr-5-0015
(a,b) qRT-PCR analysis the expression of tsRNA-Thr-5-0015 after being treated with Room temperature placement experiments (a) and repeated freeze–thaw tests (b) and all showed no significant change in the expression
(c,d) Gradient dilution experiments showed good linearity of RUN6B (U6) and tsRNA-Thr-5-0015
(e) Amplification and lysis curves of U6 and tsRNA-Thr-5-0015 displayed a significant amplification plateau period and a single-peak dissolution curve
(f) Agarose electrophoresis showed a band of about 80 bp in the qRT-PCR product of tsRNA-Thr-5-0015
and the band for the internal reference U6 was roughly 90 bp
(g) Sanger sequencing results confirmed that the qRT-PCR product had the complete base sequence of tsRNA-Thr-5-0015
The expression of serum tsRNA-Thr-5-0015 in different digestive system tumors
qRT-PCR analysis the serum level of tsRNA-Thr-5-0015 in the patients with 35 cases of colorectal cancer (a)
Showing that serum tsRNA-Thr-5-0015 was not significantly different in other digestive tumors
Diagnostic values of HCC by combined serum tsRNA-Thr-5-0015 with AFP and PIVKA-II
(a–c) ROC curves of the diagnostic roles of serum tsRNA-Thr-5-0015
AFP and PIVKA-II in differentiating patients with HCC from healthy check-ups
serum tsRNA-Thr-5-0015 combined with AFP or PIVKA-II (b)
(d–f) ROC curves of the diagnostic roles of serum tsRNA-Thr-5-0015
and PIVKA-II in differentiating patients with HCC from patients with hepatitis
serum tsRNA-Thr-5-0015 combined with AFP or PIVKA-II (e)
suggesting that it could greatly improved the diagnosis of HCC in the early stage
Prediction of the downstream of tsRNA-Thr-5-0015 in HCC cells
(a) TsRNA-Thr-5-0015 potential target genes
(b) Gene ontology functional enrichment analysis of potential target genes
(c) Kyoto Encyclopedia of Genes and Genomes (KEGG) biological pathway enrichment analysis of potential target genes
and higher quality diagnostic biomarker for HCC
these serum tsRNAs had enormous prospects in cancer diagnosis
three tsRNAs were screened from the tsRFun database and qRT-PCR verified that only serum tsRNA-Thr-5-0015 was ascended in HCC patients
which was closely correlated with their corresponding serum samples
Our research further found that serum tsRNA-Thr-5-0015 was specifically expressed in HCC and had no difference in other digestive tumors including colorectal cancer
tsRNA-Thr-5-0015 was also found to be frequently overexpressed in HCC cell lines
then we speculated whether HCC cells could secrete tsRNA-Thr-5-0015
HCC-LM3 cells showed a time-dependent increase in cell culture medium suggesting that tumor cells might release tsRNA-Thr-5-0015 into the blood circulatory system
by the methodological evaluation of tsRNA-Thr-5-0015
tsRNA-Thr-5-0015 could be regarded as a newly candidate HCC biomarker deserved for further investigation
expanding serum samples from 81 HCC patients
60 hepatitis cases and 76 healthy check-ups
the serum level of tsRNA-Thr-5-0015 in HCC patients was obviously higher than that of other two groups
serum tsRNA-Thr-5-0015 was correlated with lymphatic metastasis and TNM stage
indicating that it could judge the malignant degree and the progression of HCC
the serum level of tsRNA-Thr-5-0015 was dropped after surgical resection
unveiling its value in dynamic monitoring the therapeutic effects of HCC patients
high level of serum tsRNA-Thr-5-0015 had shorter overall survival than that of low level ones
suggesting that serum tsRNA-Thr-5-0015 was a great biomarker as a prognostic assessment for HCC
ROC curve analysis showed that the AUC of serum tsRNA-Thr-5-0015 for differentiating HCC patients from healthy check-ups was 0.731(95% CI
the sensitivity was 71.6% and the specificity was 72.4%
Although the AUC was not as well as AFP and PIVKA-II
its sensitivity was superior to both of them
combined detection of serum tsRNA-Thr-5-0015 with AFP and PIVKA-II could improved the diagnostic sensitivity for HCC
demonstrating that the combination of these three biomarkers could greatly enhance the differentiating diagnostic value of HCC patients from healthy check-ups
the AUC of serum tsRNA-Thr-5-0015 for distinguishing HCC patients from hepatitis cases was 0.701 (95% CI 0.616–0.787)
and the sensitivity and specificity were 71.6% and 68.3%
When combined these three biomarkers together
the AUC was 0.781 with a sensitivity of 88.9%
suggesting its early diagnostic value for effectively distinguishing HCC patients from hepatitis cases
Due to the fact that our samples can not represent other regions and the sample size is relatively small
poor compliance during treatment as well as lacking lasting follow-up
our current study is still in the preliminary stage for evaluation the value of serum tsRNA-Thr-5-0015 in HCC
further studies should be intended to multiple centers
expand sample size and long-term follow up the patients
this study for the first time demonstrates the clinical values of serum tsRNA-Thr-5-0015 in HCC patients
It may serve as a novel noninvasive biomarker for diagnosis
PIVKA-II could greatly improve the diagnosis of HCC
showing their promsing more sensitive and accurate biomarkers of this deadly disease
Serum samples were collected from 359 subjects
35 patients with colorectal cancers and 76 healthy check-ups in the Affiliated Hospital of Nantong University from January 2019 to December 2021
All the patients were histopathologic examination
who were not received any preoperative treatment
we collected 20 sets of HCC tissues and paracancerous tissues confirmed by the Department of Pathology
All samples were stored at a temperature of -80℃
This research complied with the Declaration of Helsinki
clinical samples were collected after informed consent was obtained from the subjects
and studies involving human subjects were reviewed and approved by the Ethics Committees of the Affiliated Hospital of Nantong University (Number: 2019-L071)
Hep3B) from the Chinese Academy of Sciences (Shanghai
37℃ with DMEM or 1640 medium (Corning) containing 1% penicillin–streptomycin and10% fetal bovine serum (FBS)
Serum RNA from HCC patients was extracted by centrifugal column method using Blood Total RNA Rapid Extraction Kit (Bio TeKe)
Trizol reagent was used to extract total RNA from HCC tissues and cells (Invitrogen)
Reverse transcription RNA into cDNA was conducted at 42 °C for 1 h and 70 °C for 5 min
The 10 µL of ChamQ Universal SYBR qPCR Master Mix
5 µL of cDNA in a cumulative total 20 µL were contained in reaction system
reverse primers for RUN6B (U6) and tsRNA-Thr-5-0015
Relative expression was measured by 2-ΔΔCT method with U6 as an internal reference
20 mixed serums were repeatedly picked up 0
and 7 times between -80 °C and ambient temperature to assess the expression of tsRNA-Thr-5-0015
the mixed serums were left at ambient temperature for 0
18 and 24h to assess the expression of tsRNA-Thr-5-0015
After extracting RNA from the mixed serum and reverse transcribing it into cDNA
the resulting cDNA was diluted at factors of 10
Twenty serum samples were randomly mixed into 20 aliquots
Ten samples from the same batch were tested
and the other ten samples were tested one sample per day for ten consecutive days
Levels of serum tsRNA-Thr-5-0015 and U6 were measured and coefficients of variation (CV) were calculated from intra- and inter-batch Ct values
Determination of serum AFP and PIVKA-II concentrations by chemiluminescence immunoassay (ARCHITECT i2000SR analyzer
Data were analyzed with SPSS 26.0 software and plotted by using Graphpad Prism 8.0
All data were initially tested for normality
Differences of serum tsRNA-Thr-5-0015 were calculated by variance analysis and t test
The Wilcoxon paired sign rank test was used to analyze the serum expression levels before and after HCC surgery
as well as the differences between HCC tissues and adjacent tissues
Relationship between tsRNA-Thr-5-0015 and clinicopathological parameters analyzed by χ2 test
ROC curve evaluation of serum tsRNA-Thr-5-0015 assay for the diagnostic efficacy of HCC
Construction of Kaplan–Meier survival curves to evaluate overall survival
The difference was statistically significant when P < 0.05
The data that support the findings of this study are available from the corresponding author upon reasonable request
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Loco-regional treatment of HCC: Current status
Alpha-foetoprotein (AFP): A multi-purpose marker in hepatocellular carcinoma
Combination of inflammatory score/liver function and AFP improves the diagnostic accuracy of HBV-related hepatocellular carcinoma
PIVKA-II serves as a potential biomarker that complements AFP for the diagnosis of hepatocellular carcinoma
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tRNA-derived fragments and tRNA halves: The new players in cancers
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Action mechanisms and research methods of tRNA-derived small RNAs
Transfer RNA-derived fragment 5’tRF-Gly promotes the development of hepatocellular carcinoma by direct targeting of carcinoembryonic antigen-related cell adhesion molecule 1
Gly-tRF enhances LCSC-like properties and promotes HCC cells migration by targeting NDFIP2
5’-tiRNA-Gln inhibits hepatocellular carcinoma progression by repressing translation through the interaction with eukaryotic initiation factor 4A-I
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tsRNAs: Novel small molecules from cell function and regulatory mechanism to therapeutic targets
Transfer RNA-derived small RNA: A rising star in oncology
Serum mitochondrial tsRNA serves as a novel biomarker for hepatocarcinoma diagnosis
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AFP-L3 as potential biomarkers for hepatocellular carcinoma
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Transfer RNA-derived small RNAs: Novel regulators and biomarkers of cancers
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Serum tRNA-derived small RNAs as potential novel diagnostic biomarkers for pancreatic ductal adenocarcinoma
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This work was financially supported by the National Natural Science Foundation of China (82102480)
Postdoctoral Research Funding Project of Jiangsu Province (2021K012A)
Jiangsu Provincial Research Hospital (YJXYY202204-ZD06)
the project of Nantong Science and Technology Bureau (No
Postgraduate Research & Practice Innovation Program of Jiangsu Province (KYCX24_3583)
Jinran Wu and Junling Yang contributed equally to this work
Department of Clinical Laboratory Medicine
Rugao Traditional Chinese Medicine Hospital
Nantong Third People’s Hospital Affiliated Nantong Hospital 3 of Nantong University
All authors reviewed the manuscript and approved the final version
Clinical samples were collected after informed consent was obtained from the subjects
Below is the link to the electronic supplementary material
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DOI: https://doi.org/10.1038/s41598-024-80592-y
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Metrics details
The high morbidity and mortality of hepatocellular carcinoma (HCC) has encouraged the search for new biomarkers to be used alongside alpha-foetoprotein (AFP) and imaging tests
The aim of this study was to evaluate the clinical contribution of protein induced by vitamin K absence or antagonist-II (PIVKA-II) for HCC monitoring after liver transplantation (LT) and compare it with AFP
A total of 46 HCC patients (Milan criteria) were enrolled in this study
Serum levels of PIVKA-II and AFP were measured before and after transplantation
Clinical features were determined for all the patients that were included
Significant correlations were found between PIVKA-II expression levels and some clinicopathological features
such as tumour size and number of pre-transplant transarterial chemoembolizations (TACEs)
Serum levels of PIVKA-II and AFP decreased significantly after LT and increased in patients with tumour recurrence
Serum PIVKA-II levels may play an important role in predicting disease severity
monitoring PIVKA-II levels in HCC transplant recipients reflects the tumor early recurrence after transplantation and could be used
The aim of the present study is to investigate the potential usefulness of PIVKA-II as a biomarker in the follow-up of HCC transplant patients and in the early detection of recurrence in these patients
This analytical observational prospective dynamic cohort study was conducted at the Virgen de la Arrixaca Hospital (HCUVA
Spain) and the Asturias Central Hospital (HUCA)
Patients were recruited between September 2014 and May 2021
in two distinct stages: between September 2014 and October 2017 at HCUVA
The inclusion criteria were HCC patients between 18 and 80 years
candidates for LT and in compliance with the Milan criteria
The diagnosis of HCC was made according to clinical
It was established based on the presence of at least two compatible imaging scans or the existence of a compatible histological diagnosis
The exclusion criteria were patients with HCC outside the Milan criteria
metastatic HCC and taking vitamin K antagonist drugs
such as the anticoagulants acenocoumarol or warfarin
in the 6 months prior to sample collection
Most patients underwent at least one session of transarterial chemoembolization (TACE) as bridge therapy until transplantation
Of the 46 patients recruited after being evaluated by the liver transplant programmes of both hospitals
35 patients were eventually transplanted and followed up for biomarkers at 1
Due to losses in the follow-up of some patients
a total of 46 blood samples were collected pre-transplant
24 samples at 1 year post-transplant and 23 samples at 2 years post-transplant
PIVKA-II was determined by immunoenzymatic assay using chemiluminescence on the LUMIPULSE® G1200 system analyser (Fujirebio Europe N.V.
with an analysis range of 5–75,000 mAU/mL and a cut-off value of 48 mAU/mL
Serum AFP levels were analysed by immunochemistry assay on the Cobas 8000 Modular Analyzer series (Roche Diagnostics
Switzerland) with a measurement range of 0.605–1210 ng/mL and a cut-off value of 11 ng/mL
The number of tumours was determined by histopathological study of the tissue sample obtained during surgery
The remaining clinical variables (aetiology of cirrhosis
presence/absence of recurrence or post-transplant metastasis) were obtained from the clinical history of each patient
considering for tumour size the diameter in centimetres of the largest lesion at diagnosis by imaging test (computerized tomography or magnetic resonance imaging)
The presence of vascular invasion and tumor necrosis was determined by liver biopsy of the explant
hepatitis B + C virus infection (HBV + HCV)
HCV infection plus alcoholism (HCV + ALCH)
HBV infection plus alcoholism (HBV + ALCH,) non-alcoholic steatosis (NASH)
haemochromatosis (HEMO) and HCV infection + alcoholism + iron overload (HCV + ALCH + Fe)
The aetiology of liver disease was considered cryptogenic (CRIPTO) if no cause was identified
Different aetiologies were then classified into 3 groups: viral aetiology (HBV
which encompasses viral plus non-viral aetiology (HCV + ALCH and HCV + ALCH + ALCH + Fe)
The normality of all quantitative variables was tested using the Shapiro–Wilk test
Variables that followed a normal distribution were represented by the mean and standard deviation
while those that did not show a normal distribution were represented by the median and interquartile range (IQR)
Qualitative variables were expressed as absolute frequency and relative frequency in percentages
For statistical analysis of the obtained data
Spearman's rho test was used to verify the correlation between biomarkers
as well as between biomarkers and quantitative clinical variables
To study the association between pre-transplant biomarker levels and qualitative clinical variables
the Mann–Whitney U test or the Kruskal–Wallis test was used
depending on whether two groups or more than two groups were compared
To assess whether there were significant differences in PIVKA-II and AFP levels between the groups before and after transplantation
the Wilcoxon signed-rank test for related samples was performed
Receiver Operating Characteristic (ROC) analysis was performed and the Area Under the Curve (AUC) was estimated to study the predictive efficacy of pre-transplant PIVKA-II and AFP values for post-transplant relapse
The cut-off point for these markers with the best sensitivity and specificity
Multimarker analysis was performed by binary logistic regression by the method of introduction
A pooled ROC analysis was then performed to determine whether additional predictive power could be achieved
considering values of p ≤ 0.05 statistically significant
The study was approved by the Clinical Research Ethics Committee of HCUVA and HUCA hospitals and the subjects gave their written informed consent
All procedures were in accordance with the ethical standards of the institutional and national research committees
as well as with the 1964 Helsinki Declaration and its later amendments
The general characteristics of the study population for all patients are shown in Table 1
The median follow-up was 57 months (IQR 4.5–76.5 months)
with a minimum follow-up time of 2 months and a maximum follow-up time of 84 months
The correlations between PIVKA-II and AFP with clinicopathological variables are shown in Table 2
We observed statistically significant differences in pre-transplant PIVKA-II and AFP values between the group with a diameter of the largest tumour lesion at diagnosis ≤ 3 cm and the group with lesions > 3 cm
such that patients with a tumour size > 3 cm had significantly higher serum PIVKA-II and AFP levels than those with a tumour size < 3 cm
we found statistically significant differences in AFP levels between the different Child–Pugh groups
with patients in the Child C group having significantly higher AFP levels than patients in the Child A and B groups (p = 0.035)
pre-transplant PIVKA-II and AFP levels were not significantly associated with the aetiology of the underlying liver disease
neither when analyzing individual etiologies [PIVKA-II (X2 = 15.288; p = 0.083); AFP (X2 = 10.441; p = 0.316)] nor when analyzing etiologies in different groups: viral
non-viral or mixed [PIVKA-II (X2 = 2.059; p = 0.357); AFP (X2 = 2.157; p = 0.340)]
Evolution of median levels of PIVKA-II and AFP after OLT in patients with HCC
Evolution of PIVKA-II and AFP levels after OLT in patient 23
Serum markers for both early diagnosis of patients at high risk for HCC and early detection of recurrence after transplantation are of great importance as they offer the opportunity to decrease patient mortality and reduce medical costs
Although the role of PIVKA-II has been widely studied in the diagnosis and prognosis of HCC
as well as in the evaluation of surgical treatments such as TACE
there are hardly any studies in the literature that have explored the role of PIVKA-II in the follow-up of patients after LT for HCC
This finding confirms the ability of AFP to reflect the severity of liver dysfunction in patients with HCC
did not correlate significantly with the number of pre-transplant TACES
PIVKA-II could be a good marker in the study of progression after liver transplantation
Pre-transplant PIVKA-II concentration in peripheral blood in patients with HCC is significantly associated with clinical factors such as larger tumour size and the number of TACEs performed before transplantation
however the levels of this biomarker are independent of the aetiology of the underlying liver disease
According to the results of the present study
high levels of this tumour marker could play an important role in predicting disease severity by indicating larger tumour volume and worse clinical stage
there are practically no published studies on the role of PIVKA-II in the follow-up of HCC after liver transplantation in Western countries
Our findings place PIVKA-II as a promising worldwide marker
serving as a basis for future large-scale studies or meta-analyses that can strengthen its usefulness in clinical practice
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request
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Poor prognosis for hepatocellular carcinoma with transarterial chemoembolization pre-transplantation: Retrospective analysis
Cell apoptosis and regeneration of hepatocellular carcinoma after transarterial chemoembolization
and GP73 as markers for monitoring treatment re- sponse and recurrence and as surrogate markers of clinicopathological vari- ables of HCC
Diagnostic value of AFP-L3 and PIVKA-II in hepatocellular carcinoma according to total-AFP
alpha-fetoprotein and a combination of both in diagnosis of hepatocellular carcinoma in patients affected by chronic HCV infection
The combination of PIVKA-II and AFP improves the detection accuracy for HCC in HBV caucasian cirrhotics on long-term oral therapy
Clinical significance of AFP and PIVKA-II responses for monitoring treatment outcomes and predicting prognosis in patients with hepatocellular carcinoma
Predictors of micrometastases in patients with barcelona clinic liver cancer classification b hepatocellular carcinoma
Des-gamma-carboxy prothrombin in hepatocellular cancer patients waiting for liver transplant: A systematic review and meta-analysis
Evaluation of transarterial chemoembolization refractoriness in patients with hepatocellular carcinoma
Tumor marker levels before and after curative treatment of hepatocellular carcinoma as predictors of patient survival
The predictors of microvascular invasion in candidates for liver transplantation with hepatocellular carcinoma-with special reference to the serum levels of des-gamma-carboxy prothrombin
Impact of des-gamma-carboxy prothrombin and tumor size on the recurrence of hepatocellular carcinoma after living donor liver transplantation
Significance of des-gamma-carboxy prothrombin in selection criteria for living donor liver transplantation for hepatocellular carcinoma
Combinations of biomarkers and Milan criteria for predicting hepatocellular carcinoma recurrence after liver transplantation
Combined measurement of preoperative α-fetoprotein and des-γ-carboxy prothrombin predicts recurrence after curative resection in patients with hepatitis-B-related hepatocellular carcinoma
Patient selection by tumor markers in liver transplantation for advanced hepatocellular carcinoma
Asian Pacific Association for the Study of the Liver consensus recommendations on hepatocellular carcinoma
Kokudo, N., Hasegawa, K., Akahane, M., Igaki, H., Izumi, N., Ichida, T., et al. Evidence-based clinical practice guidelines for hepatocellular carcinoma: The Japan Society of Hepatology 2013 update (3rd JSH-HCC Guidelines). Hepatol. Res. 45(2). https://doi.org/10.1111/hepr.12464 (2015)
The Indian National Association for Study of the Liver (INASL) consensus on prevention
diagnosis and management of hepatocellular carcinoma in India: The Puri Recommendations
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The work was supported by the following funded research projects: 1: Usefulness of CTC
PETTAC and dynamic MRI with gadoxetic acid to predict the efficacy of transarterial chemoembolization in hepatocellular carcinoma awaiting transplantation
PIVKA II and PET-CT levels to predict the efficacy of transarterial chemoembolization in hepatocarcinoma awaiting transplantation
Regional Science and Technology Agency (19447/PI/14)
3: Long-term prognostic assessment of the detection and characterization of CTC by microfluidic liquid biopsy in patients with hepatocarcinoma on the liver transplant waiting list (PI18/01302)
These authors contributed equally: Francisco Villalba López
Alberto Baroja Mazo and Pablo Ramírez Romero
Maria Isabel Sánchez-Lorencio & Alberto Baroja-Mazo
Pedro Antonio Cascales-Campos & Pablo Ramírez-Romero
called the patients for the extraction of the samples and collected the analytical and clinical data
performed the statistical analysis and data analysis
All authors have read and approved the final manuscript
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DOI: https://doi.org/10.1038/s41598-023-32879-9
Metrics details
Protein induced by vitamin K absence or antagonist II (PIVKA-II) plays a critical role in the diagnosis of hepatocellular carcinoma (HCC)
studies on its efficacy in diagnosing recurrent HCC were rarely found
HCC patients who had curative resection were monitored every 3 months in the first year post-surgery and every 6 months thereafter if no recurrence occurred
Tumor markers were collected at the diagnosis of recurrence for those with recurrence and at the last follow-up for those without recurrence
The median serum levels of PIVKA-II and AFP in the recurrence group were significantly higher than those in the non-recurrence group (PIVKA-II: 84.62 vs
p < 0.001) and there is a significant correlation between PIVKA-II and AFP (R = 0.901
PIVKA-II showed better accuracy than AFP in the diagnosis of overall recurrent HCC (AUC: 0.883 vs
but also in patients with negative PIVKA-II before curative resection (AUC: 0.878 vs
Clinician should pay more attention to serum PIVKA-II values when following patients after curative HCC resection to detect early recurrence
Clinical trial registration: ChiCTR2300070874
we carried out this retrospective study to determine the diagnostic accuracy of PIVKA-II compared with AFP in recurrent HCC after curative resection
the serum levels of PIVKA-II and AFP were collected in patients with and without recurrent HCC after curative operation
The performance of PIVKA-II and AFP in diagnosis of recurrent HCC were assessed
and observational study from 3 centers was conducted: The Third Affiliated Hospital of Sun Yat-Sen University (Guangzhou
The Second Affiliated Hospital of Guangzhou Medical University (Guangzhou
The First Affiliated Hospital of Guangdong Pharmaceutical University (Guangzhou
Inclusion criteria: (1) Patients with primary HCC and had not received other anti-tumor therapy; (2) Patient underwent curative resection; (3) No restrictions on gender
Exclusion criteria were: (1) HCC patients complicated with preoperative metastasis
portal vein carcinoma thrombus or bile duct carcinoma thrombus; (2) Patients with positive pathological margin; (3) Patients combined with primary tumors of other organs; (4) Patients take warfarin or vitamin K1; (5) Patients with acute hepatitis
embryoma of gonad or any other diseases that could cause elevated AFP
Patients with primary HCC underwent curative resection were re-examined every 3 months in the first year after surgery
and then every 6 months in the later period if the tumor had not recurred
Tumor markers (AFP and PIVKA-II) were collected at the time of diagnosis for recurrent patients
and those at the last follow-up were collected for patients without recurrence
The recurrent HCC was diagnosed according to the same criteria for primary HCC
Criteria for curative resection of liver cancer
Intraoperative criteria: ① No macroscopic cancer thrombus was observed in hepatic vein
bile duct and inferior vena cava; ② No invasion of adjacent organs
no hilar lymph nodes or distant metastasis; ③ The liver incisal margin was more than 1 cm from the tumor boundary
but histological examination of the resection section of the liver shows no residual tumor cells
CT and MRI (two of which must be performed) were performed 2 months after surgery and no tumor lesions were found; ② If tumor marker(AFP or PIVKA-II) is elevated before surgery
the retest 2 months after surgery is required to be in the normal range
Patients were divided into recurrence group and non-recurrence group according to whether the HCC has recurred
clinical results and laboratory findings were collected
Serum AFP was detected by electrochemiluminescence with Roche Cobase601 fully automated immunoassay analyzer with a reference range of < 8 ng/ml
PIVKA-II was measured by chemiluminescence immunoassay (I4000
USA) and the reference range was < 40 mAU/ml
All reagents are original kits and operate in strict accordance with reagent instructions
All operations in the process of determination are carried out according to the laboratory indoor quality control documents
Quality control tests were carried out before
during and after the specimens were tested
All data were analyzed by SPSS 25.0 software
The levels of PIVKA-II and AFP in different groups were analyzed
The results showed that PIVKA-II and AFP levels were skewed distribution
Two independent samples were used to compare the levels of AFP and PIVKA-II between different groups
negative predictive value and Kappa value of serum markers were calculated
the appropriate reference range of AFP and PIVKA-II was determined by drawing receiver operating characteristic curve (ROC)
The linear correlation analysis of AFP and PIVKA-II was carried out in all samples and primary liver cancer
p < 0.05 was considered as statistically significant difference
This study followed the most recent ethical guidelines of the World Medical Association Declaration of Helsinki and was reviewed and approved by the Institutional Review Boards (IRB) of each participating center (No
Written informed consent was waived because of the retrospective nature of the study and that there was no study-specific intervention beyond routine clinical care
Medical records of the included patients were anonymized and de-identified before analysis
The median serum levels of PIVKA-II and AFP in HCC recurrence group were significantly higher than those non-recurrence group. (84.62 vs. 18.76 mAU/ml, p < 0.001) (4.90 vs. 3.00 ng/ml, p < 0.001) (Figs. 2, 3).
Median values of PIVKA-II in HCC recurrence patients and non-recurrence patients. Boxes and error bars refer to, respectively, the median value and the interquartile ranges in the two groups. Due to the data skewness, the levels of PIVKA-II and AFP are plotted on a log scale for better visualization. (“****” means p < 0.001).
Median values of AFP in HCC recurrence patients and non-recurrence patients
the median value and the interquartile ranges in the two groups
the levels of PIVKA-II and AFP are plotted on a log scale for better visualization
There is a significant correlation between PIVKA-II and AFP (R = 0.901, p < 0.001 for the Pearson correlation, Fig. 4).
Correlation between PIVKA-II and AFP in all subjects
Correlation analysis was performed using Pearson correlation
Receiver operating characteristics (ROC) curve comparing serum levels of PIVKA-II
AFP and a combination of PIVKA-II and AFP in HCC recurrence patients and non-recurrence patients
The area under the ROC curve (AUC) is shown with its 95% confidence intervals
prothrombin induced by vitamin K absence-II; AFP
AFP in HCC recurrence patients and non-recurrence patients in different groups
This study followed the most recent ethical guidelines of the World Medical Association Declaration of Helsinki and was reviewed and approved by the Institutional Review Boards (IRB) of each participating center (Ethics committee of the Third Affiliated Hospital of Sun Yat-sen University
II2023-021-01; Ethics committee of the First Affiliated Hospital of Guangdong Pharmaceutical University
2023-IIT-8; Clinical Research Ethics Committee of the 2nd Affiliated Hospital of Guangzhou Medical University
we mainly investigated the performances of AFP and PIVKA-II in the diagnosis of recurrent HCC after curative resection
Both AFP and PIVKA-II can be used to detect the recurrence of HCC
but PIVKA-II showed a better performance of discrimination between recurrence patients and non-recurrence patients
AFP did not show better performance in diagnosis of recurrent HCC than PIVKA-II when pre-operation AFP was elevated
PIVKA-II was demonstrated to have more accurate diagnostic efficacy than AFP when pre-operation PIVKA-II was elevated
even in patients with normal PIVKA-II range
the total number of patients enrolled in was small and the selection bias was still difficult to avoid
It is necessary to conduct a prospective study to compare the performance of PIVKA-II and AFP serum levels in detect the recurrence of HCC after curative resection
A second limitation is that this study was conducted in China
where most patients with HCC were suffering from HBV-related cirrhosis
that’s different from United States and Europe
where hepatitis C and excessive alcohol consumption are the leading etiologies of HCC
our study confirmed that both AFP and PIVKA-II were able to detect the recurrence of HCC
PIVKA-II showed better performance than AFP
Although the combination of PIVKA-II and AFP did not improve the performance in detection of recurrent HCC
Clinicians should pay more attention to serum PIVKA-II values when following patients after curative HCC resection to early detect recurrence
even in patients with normal preoperative PIVKA-II ranges
Data in this study are available from the corresponding author (wgshforsubmit@163.com)
Protein induced by vitamin K absence or antagonist II
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This work was supported by National Natural Science Foundation of China (82100691
These authors contributed equally to this work: Wenfeng Zhu
The Third Affiliated Hospital of Sun Yat-Sen University
Guangdong Key Laboratory of Liver Disease Research
The First Affiliated Hospital of Guangdong Pharmaceutical University
The Seventh Affiliated Hospital of Sun Yat-Sen University
Department of Hepatobiliary and Pancreatic Surgery
The Second Affiliated Hospital of Guangzhou Medical University
State Key Laboratory of Traditional Chinese Medicine Syndrome
Guangdong Provincial Hospital of Traditional Chinese Medicine
The Second Affiliated Hospital of Guangzhou University of Chinese Medicine
Chinese Medicine Guangdong Laboratory (Hengqin Laboratory)
J.P.X.; Analysis and interpretation of data: W.F.Z.
and J.P.X.; Drafting of manuscript: W.F.Z.
and J.P.X.; Critical revision of manuscript: S.G.Z.
All authors of this paper had read and approved the final version submitted and contents of this manuscript have not been copyrighted or published previously and is not under consideration for publication elsewhere
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DOI: https://doi.org/10.1038/s41598-024-59174-5
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Metrics details
Protein induced by vitamin K absence or antagonist-II (PIVKA-II) is avitamin K (VK) deficiency indicator in neonates
PIVKA-II detection frequency in neonatal blood at birth and the correlation between PIVKA-II and gestational age are unclear
We retrospectively analyzed infants admitted to our institution between June 1
whose clinical and PIVKA-II data were available
and classified them into preterm and term infant groups
Overall incidence of PIVKA-II-positive cases (≥ 50 mAU/mL) was 42.8%
including 0.6% apparent VK deficiency (≥ 5000 mAU/mL)
3.1% experimental VK deficiency (1000–4999 mAU/mL)
and 10.7% latent VK deficiency (200–999 mAU/mL) cases
Incidence of PIVKA-II-positive cases was significantly higher in the term group than in the preterm group (49.4% vs
Gestational age correlated with PIVKA-II levels (r2 = 0.117
Median serum PIVKA-II levels and incidence of PIVKA-II-positive cases (≥ 50 mAU/mL
16.4%) were lower at 5 days after birth than at birth
possibly reflecting the postnatal VK prophylaxis impact
Only one infant was diagnosed with VK deficiency bleeding (PIVKA-II levels
at birth: 10,567 mAU/mL; at day 5: 2418 mAU/mL)
serum PIVKA-II levels after birth weakly correlated with gestational age
VK deficiency was more common in term infants than in preterm infants
we believe that data on the range of PIVKA-II in neonatal blood at birth are more clinically useful
no large-scale studies involving preterm infants have performed highly sensitive PIVKA-II measurements using neonatal blood
This study aimed to clarify the frequency of PIVKA-II detection in neonatal blood immediately after birth and examine the correlation between PIVKA-II and gestational age
A total of 2042 newborns were admitted to our institution between June 1, 2018, and March 31, 2022. Of these infants, 283 were excluded because of a lack of serum PIVKA-II data at birth. All the required data were available for the remaining 1759 infants. The clinical characteristics of the enrolled infants are demonstrated in Table 1
The study population included 592 preterm (33.7%) and 190 small for gestational age (SGA) (10.8%) infants
The median serum PIVKA-II levels measured using CLEIA were 42.0 (2.0
The overall incidence of PIVKA-II-positive cases (≥ 50 mAU/mL) was 42.8%
A comparison of the characteristics of the preterm and term groups revealed that cesarean section and SGA were significantly more common (p < 0.001)
while primiparity was significantly less common in the preterm group (p < 0.01)
the incidence of PIVKA-II-positive cases (49.4 vs
≥ 200 mAU/mL) were significantly higher in the term group (p < 0.001)
the proportion of infants with different levels of high PIVKA-II concentrations was significantly different between the groups
As 5-day-old infants have routinely received prophylactic VK administration
the median serum PIVKA-II levels and the incidence of PIVKA-II-positive cases (≥ 50 mAU/mL
including apparent VK deficiency (≥ 5000 mAU/mL
experimental VK deficiency (1000–4999 mAU/mL
the incidence of PIVKA-II-positive cases (21.1 vs
the proportion of infants with different levels of high PIVKA-II concentrations was significantly different between the two groups
and Apgar scores of 6 and 8 at 1 min and 5 min
Her mother (38 years old) underwent duodenojejunal bypass surgery for superior mesenteric artery syndrome at the age of 32 years and had anorexia due to lower back pain for 1 week before delivery
Hematuria was observed in the infant 6 h after birth
and left perinephric hematoma was noted on ultrasound at 1 and 2 days of age
resulting in a diagnosis of renal hemorrhage
In addition to prophylactic administration
two intravenous injections of vitamin K2 were administered
and the hematuria disappeared at 2 days of age
This infant’s PIVKA-II levels were 10,567 mAU/mL at birth and 2418 mAU/mL at day 5
Correlation between gestational age and PIVKA-II levels
Gestational age correlates with PIVKA-II levels (mAU/mL
we observed that the incidences of cases with detectable PIVKA-II concentrations in neonatal serum soon after birth were 0.6% for ≥ 5000 mAU/mL
Our results are generally consistent with those of previous studies
which reported a substantially high incidence of abnormally high PIVKA-II levels
This difference observed in PIVKA-II levels between populations from Japan and Uganda (0.7% vs
23% for ≥ 5000 mAU/mL) could be due to the differences in maternal nutritional status
which is substantially high compared to our study (8.1%
the number of cases included in these studies was not sufficient
our study is the first to measure PIVKA-II in neonates of all gestational ages and demonstrate that preterm infants are less prone to VK deficiency
because this was a single-center retrospective study in Japan
it may not be applicable to other countries where the nutritional status and genetic background of pregnant women differ
as data regarding maternal background and detailed neonatal information
care should be taken when interpreting the results of this study
since we were not able to extract long-term clinical outcomes
we could not confirm the correlation between PIVKA-II level at birth and the risk of subsequent bleeding symptoms
this study alone could not clarify the PIVKA-II threshold for the risk of developing VK deficiency bleeding
future prospective studies that include detailed maternal and neonatal information are required
the overall incidence of PIVKA-II-positive cases (≥ 50 mAU/mL) was 42.8%
Serum PIVKA-II levels after birth were weakly correlated with gestational age
and VK deficiency was more commonly observed in term infants than in preterm infants
The study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Ethics Committee at Kobe University Graduate School of Medicine (IRB approval number: B220244
All parents provided written informed consent for the use of their children’s personal medical data
We classified the patients into two groups according to their gestational age: preterm infants (< 37 gestational weeks) and term infants (≥ 37 gestational weeks)
Clinical characteristics and serum PIVKA-II levels were compared between the two groups
and Fisher’s exact test were used to compare data between the two groups as appropriate
Regression analysis was performed to linearly compare gestational age and serum PIVKA-II levels; regression equations and correlation coefficients (r2) were calculated
Statistical significance was set at p < 0.05
Analyses were performed using GraphPad Prism 7 software (GraphPad Software
a graphical user interface for R 4.2.2 (R Foundation for Statistical Computing
All data generated or analyzed during this study are included in this published article
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Vitamin K1 metabolism and the production of des-carboxy prothrombin and protein C in the term and premature neonate
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Modified guidelline of vitamin K administration for vitamin K deficiency in infancy
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This work was partially supported by JSPS KAKENHI Grant Numbers 23K14949, 20K08229, and 19K17360 (Japan). The authors declare no competing interests. We would like to thank Editage [http://www.editage.com] for editing and reviewing this manuscript for the English language
Kobe University Graduate School of Medicine
contributed to the conception and design of the study; T.S.
contributed to the acquisition of the data; T.S
All authors have read and approved the final version of this manuscript for publication
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DOI: https://doi.org/10.1038/s41598-024-51674-8
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A Corrigendum to this article was published on 19 December 2016
This article has been updated
Prognosis of hepatocellular carcinoma (HCC) remains unsatisfying due to a lack of early detecting methods
Protein Induced by Vitamin K Absence or Antagonist-II (PIVKA-II) has been proved to be an efficient biomarker for HCC
the predicting efficacy of PIVKA-II has barely been reported
In the Hepatitis Biobank of Southwest Hospital (HBS) cohort at Southwest Hospital
we did a two-stage nested case-control study
45 HCC cases versus 138 matched controls were enrolled to compare levels of α-fetoprotein (AFP) and PIVKA-II in sequential sera at −12
Levels of both PIVKA-II and AFP in HCC cases elevated significantly at all time points compared with controls
the sensitivity and specificity of PIVKA-II at baseline were 58.3% and 92.6%
while AFP+/PIVKA-II- patients covered 25.5%
Both PIVKA-II and AFP have the potential for HCC prediction
while PIVKA-II has a better positive rate than AFP before diagnosis
a feasible surveillance strategy for at-risk populations is necessary
biomarkers for early detection of HCC are highly required
the roles of PIVKA-II in hepatitis B virus (HBV)-associated HCC might vary a lot
using retrospectively collected sera from patients with HCC and at-risk controls to identify if PIVKA-II could identify preclinical HCC
The clinical characteristics at baseline point were shown in Table 1
The female ratio for HCC patients and controls was 20.0% and the median age were 48.0 (40.0–66.0) versus 47.0 (39.0–67.0)
HBV DNA were controlled under detecting level in most patients and controls (67.6% vs 73.3%)
and 73.3% were diagnosed at BCLC 0 or A stage
TBIL and TBA showed no differences between patients and controls
but TP level elevated significantly in HCC patients compared with CHB controls (P = 0.024)
Levels of PIVKA-II and AFP at all time points at discovery stage and validation stage
Gray points refer to each value and dark lines refer to the 25th and 75th percentile values with a long dark line indicating median levels
P values were calculated by Mann-Whitney tests between two columns
ROC curve was drawn and AUC was calculated at diagnostic time to provide best cut-off values for validation stage analysis
The AUC for AFP was 0.853 (0.738–0.969) and for PIVKA-II was 0.739 (0.568–0.910)
7.1 ng/ml (Youden Index = 0.567) and 40.5 mAU/ml (Youden Index = 0.433) were calculated as proper cut-off values
which illustrates Multivariable analysis of HCC in discovery stage)
matching terms in validation stage were still gender
Baseline information of HCC patients and controls was shown in Table 1
The female ratio for HCC patients and controls was 27.8% and the median age were 45.5 (39.5–52.0) versus 46.0 (39.0–52.0)
half were diagnosed at early stage and copy number of HBV DNA in 80.5% patients (79.6% in controls) was undetectable
TBIL and TBA levels elevated significantly in HCC patients compared with CHB controls
but AST and ALT showed no difference between patients and controls (P = 0.585 and.807
In validation stage, sera at M-12, M-9, M-6, M-3 and M-0 were tested of AFP and PIVKA-II levels during more than 3-year follow-ups. Similar to discovery stage, levels of both PIVKA-II and AFP in HCC cases elevated significantly compared with controls at all time points (Fig. 1)
PIVKA-II values elevated during the one-year follow-up from 22.0 (16.0–36.0) to 35.5 (19.0–437.5) mAU/ml (P = 0.008) and AFP values from 5.2 (2.8–13.6) to 13.1 (3.9–143.0) ng/ml (P = 0.024) but remained unchanged in the controls: 21.0 (17.0–25.0) and 21.0 (18.0–26.0) mAU/ml for PIVKA-II
3.2 (2.4–4.6) and 3.1 (2.2–3.6) ng/ml for AFP
ROC curves at all time points at validation stage
The area under the curve is shown with its 95% confidence intervals
the more accurate the biomarkers performed
only one marker above cut-off value gave a much better sensitivity
but both markers above cut-off value presented poor results
All cases in discovery stage and validation stage at diagnostic time were pooled together for analysis
cirrhosis and BCLC) were compared to figure out if they had impact on the biomarker levels
There was no difference both in AFP and PIVKA-II values (P = 0.689 and 0.280) between male and female
Neither were the impact of age (>40 versus ≤40 years old) and cirrhotic basis
and P values were 0.218 versus 0.094 and 0.673 versus 0.696
AFP values in early HCC patients and advanced HCC patients (BCLC B+C+D) showed no difference (P = 0.720)
but PIVKA-II value elevated significantly in advanced stage compared with early stage (P = 0.005)
ROC curve at diagnosis for all HCC cases
The AUC is shown with its 95% confidence intervals
The combination of AFP and PIVKA-II increases the diagnostic performance compared with single marker
Sensitivities and specificities of AFP and PIVKA-II at different cut-off values were calculated and given on Table 3
PIVKA-II of 32 mAU/ml and AFP of 5.0 ng/ml still gave the best detecting performance compared with other cut-off values
Pie charts of positive rate at all time points for HCC patients
(A–C) show the positive rate of every marker in all HCC cases
while (D,E) show the positive rate for different stage HCCs and (F,G) show the positive rate for different etiological basis of HCC
Entirely, levels of the two biomarkers elevated as it came close to the diagnosis time, but from individual aspect, there existed tremendous diversity in all HCC patients (see Fig. 2, Supplemental Content
which illustrates individual serum level of AFP and PIVKA-II in each HCC patients at validation stage)
PIVKA-II in some patients (11 out of 36) had great prediction efficacy
whose levels were above cut-off value 12 months prior to diagnosis
circumstances were complicated in most cases (18 out of 36)
the levels were either ups and downs with time goes by or below the cut-off value at all time
most researches concentrate more on diagnosis time when the enhanced CT/MRI or biopsy is golden criterion
But before imaging apparatus could detect abnormality
millions of cells have underwent tumorigenesis
This is why we focus on the predictive efficacy of PIVKA-II before HCC imaging diagnosis
This nested case-control study included two stage
levels of both biomarkers were higher in HCC patients than controls
each levels did not increase significantly with time
it is obvious that baseline levels of AFP and PIVKA-II elevated significantly in HCC patients
This increase happened before imaging diagnosis suggesting that AFP and PIVKA-II are proper biomarkers closely linked to HCC tumorigenesis
both markers are efficient predictors for HCC before imaging discovery
levels of markers elevated at all time points in HCC patients
values in patients were dispersed in a wide range
suggested the great heterogeneity among HCC itself
indicating that AFP was an irreplaceable biomarker but still insufficient
while PIVKA-II was a favourable complement
many previous researches had manifested that PIVKA-II represented better than AFP in early stage HCC
37.9% were AFP+/PIVKA-II- and 10.4% were AFP-/PIVKA+ cases
combination will substantially increase detection rate
we believed that PIVKA-II is necessary for HCC prediction in HBV-related patients
31.4% were two markers negative and at time M-6 it was 29.4%
17.6% cases were still buried but could be found by ultrasound
This demonstrated that ultrasound is helpless when the cancerization happen at cellular level
But secretion of cancer cell has started at that time
so new markers are urgently required to detect the 31.4% or 29.4% cases before imaging diagnosis
The strength of our research lies in that we collected sequential sera making a cohort
we closely monitor serological changes of each markers so that the differences could be detected
every patients underwent at least 4-year follow-up
the time points are not that precise and few data are missing or unregistered
all cases lack of necessary information were discarded without hesitation
our HCC cases are less numerous and that is why we separate our research into two stages
our research proved that both AFP and PIVKA-II had the potential for HCC prediction but patients of PIVKA-II positive were more than AFP positive at the time prior to HCC diagnosis
The combination of two markers could improve the detection rate
New serological markers or imaging methods should be discovered or developed to discover HCC of all detection targets negative
We used the Hepatitis Biobank of Southwest Hospital (HBS) sample cohort dataset provided by the Department of Infectious Diseases
The HBS dataset corresponded to about 450000 patients chronically infected with HBV in Southwest Hospital since 2001
3327 patients with more than 4 years follow-up were enrolled
we screened out patients with hepatitis B surface antigen (HBsAg) negative
with HCV/hepatitis D virus (HDV)/hepatitis E virus (HEV) infection
with other cancer records and with autoimmune hepatitis
3172 patients with chronic hepatitis B (CHB) were qualified for our research
CHB was defined as chronic necroinflammatory liver damage caused by persistent HBV infection
CHB patients also included patients with HBV-induced liver cirrhosis who were confirmed by biopsy
Patients receiving warfarin or vitamin K before haemospasia were screened out for the influence on PIVKA-II level
which illustrates the selection procedure based on the HBS cohort dataset)
We checked all the 3172 cases from our research cohort to screen for HCC cases (a total of 113 HCC cases)
Follow-up patients with stored blood samples at the time of HCC diagnosis (M-0) and 12 (M-12)
6 (M-6) months before diagnosis were classified into discovery stage
at-risk controls were randomly selected and 1:2 matched in age (±1 year)
Discovery stage was designed to clarify if liver function had impact on levels of two biomarkers to further provide an unbiased criterion for selecting matches in validation stage
HCC patients repeating ultrasound examinations every 6 months and preserving blood samples at the time of HCC diagnosis and 12
3 (M-3) months before diagnosis were classified into validation stage
3 controls were randomly selected from the HBS
which matched in accordance with the results of discovery stage
only patients with more than 18 months follow-up ahead of time 0 with no clue of HCC were chosen for the matching group
Serum levels of PIVKA-II were determined by chemiluminescence enzyme immunoassay (CLEIA) (LUMIPULSE® G1200
Serum levels of AFP were measured by AFP Reagent kit via chemiluminescent microparticle immunoassay (CMIA) (ARTHITECT i2000
All the statistical analyses were performed at SPSS version 18.0 statistical software (IBM
USA) and the graphs were constructed on the Prism version 5.01 (GraphPad Software Inc.
Each variable was represented as median with interquartile range
Kolmogorov-Smirnov tests that all variables were skewed data
so Mann-Whitney test was applied to compare the differences between categorical variables (gender
Kappa value and diagnostic accuracy were calculated by 2 × 2 table in SPSS
Pearson Chi-square test was employed to evaluate statistical differences of diagnostic performance at different cut-off values
logistic regression was conducted to screen for parameters that have impact on biomarkers
Receiver operating characteristic (ROC) curve was applied for analysing the predicting or diagnostic performance
The area under the curve (AUC) and its 95% confidence interval (CI) were also performed automatically by SPSS
Two-tailed P value less than 0.05 was defined to be statistically significant
The study involved in the manuscript was approved by the ethics committee of Southwest Hospital
informed consent of research use of surplus blood after clinical laboratory test was obtained from each patient included in the study and the study protocol conforms to the ethical guidelines of the 1975 Declaration of Helsinki as reflected in a priori approval by the institution’s human research committee
Efficacy of PIVKA-II in prediction and early detection of hepatocellular carcinoma: a nested case-control study in Chinese patients
A correction has been published and is appended to both the HTML and PDF versions of this paper
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We gratefully acknowledge the HBS biobank (Southwest Hospital
China) for technical support and all enrolled patients for their kind dedication
This work was supported in part by the National Basic Research Program of China (973 Program 2011CB512106)
the National Natural Science Foundation of China (grant No
81071694) and the TMMU key projects for clinical research (2012XLC05)
Chongqing Key Laboratory of Infectious Diseases
The authors declare no competing financial interests
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Analytical and Bioanalytical Chemistry (2017)
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The methylation SEPT9 (mSEPT9) appeared to be effective for hepatocellular carcinoma (HCC) detection
its performance in high-risk population has not been validated
We designed a pilot study and aimed to investigate the performance of mSEPT9
PIVKA-II and their combination in hepatic cirrhosis (HC) population
A training cohort was established including 103 HCC and 114 HC patients
10 ml blood was collected from each patient with K2EDTA tubes
and 3–4 ml plasma was extracted for subsequent tests
PIVKA-II and their combination was optimized by the training cohort
Test performance was prospectively validated with a validation cohort
At the optimal thresholds in the training cohort
specificity and area under curve (AUC) was 72.82%
The combined test significantly increased the sensitivity to 84.47% (P < 0.05) at the specificity of 86.84% with an AUC of 0.91
Stage-dependent performance was observed with all single markers and their combination in plasma marker levels
Moderate correlation was found between mSEPT9 and AFP plasma levels (r = 0.527
Good complementarity was found between any two of the three markers
providing optimal sensitivity in HCC detection when used in combination
Subsequent validation achieved a sensitivity
The combined test yielded a significantly increased sensitivity of 84.00% (P < 0.05) at 85.57% specificity
The performance was optimal by the combination of mSEPT9
and the combination may be effective for HCC opportunistic screening in HC population
This compromised the screening capability of US or combined US/AFP screening
convenient and cost-effective screening method is still needed to facilitate HCC screening
Since HC patients generally receive anti-virus therapy or liver protecting treatment in clinics or hospitals
opportunistic screening of HC patients at hospital environment may be an efficient way identifying those with high HCC risk
and did not reflect the performance of combined markers in screening scenario
but screening study has not been performed with mSEPT9 or its combination with AFP and PIVKA-II in HCC high-risk population
By establishing training and validation cohorts of HCC high-risk population
we hoped to optimize the performance of the combination in this pilot study and provide evidence for future large-scale screening study
The study plan and ethics materials were submitted to the ethics committee of the affiliated Calmette hospital of Kunming medical university (the first people’s hospital of Kunming) before recruitment of patients and tests started
The study was approved by the hospital ethics committee
Informed consent was obtained from all patients before the collection of blood samples and all patients were informed the test results
tests and diagnosis for both training and validation cohorts in this study
Symptomatic patients visiting haptic clinics or hospitals all received ultrasound and AFP test as initial screening
and 389 high-risk patients were included based on inclusion and exclusion criteria
Patients in the training cohort was retrospectively recruited based on the diagnosis from enhanced CT/MRI examination
AFP and PIVKA-II(DCP) before any treatment for this visiting
Patients in the validation cohort was prospectively recruited and were tested by mSEPT9
AFP and PIVKA-II(DCP) before CT/MRI diagnosis
and they were divided into HCC and HC groups based on the diagnosis
As a result, a total of 217 subjects, including 103 HCC and 114 HC, were recruited for the training cohort, and a total of 172 patients, including 51 HCC and 121 HC, were recruited for the validation cohort (Table 1; Fig. 1)
all technicians who transferred the blood samples or performed the tests were blinded to the information of potential diagnostic status of patients
Investigators were also blinded to the ultrasound and CT/MRI results during the study
Samples were collected from outpatients and inpatients of the designated departments
A 10 ml peripheral blood sample was collected with a 10 ml K2EDTA anticoagulant tube (Jiangsu KANGJIAN Medical Apparatus Co.
Plasma was isolated from the blood samples by spinning the tube at 1350 g for 12 min
The supernatant was collected in a 15 ml centrifugal tube and spined at 12,000 g for 12 min
The final supernatant was collected in a 15 ml centrifugal tube for cfDNA extraction
200 μl plasma was aliquoted for AFP and PIVKA-II tests
All plasma samples were transported to an authenticated clinical laboratory and stored at -80 °C for future tests
Plasma cfDNA extraction and bisulfite conversion were performed following the manufacturer’s instructions of the mSEPT9 assay (BioChain (Beijing) Science and Technology
One PCR was performed for each subject on an ABI 7500 Fast Dx Real Time PCR device (Life Technologies
ACTB was used as an internal reference to assess the integrity of each sample
The validity of mSEPT9 test results for each sample was determined on the basis threshold count (Ct) values of ACTB
Plasma AFP and PIVKA-II levels were measured using the corresponding commercial kits with the Abbott ARCHITECT i2000SR chemiluminescence immunoanalyzer
according to manufacturer’s instructions (Abbott Laboratories; Chicago
AFP and PIVKA-II were determined by identifying the optimal Youden’s index (sensitivity + specificity-1) from the ROC analysis
The blood levels of markers at the best Youden’s index were determined as the thresholds
The establishment of thresholds also referred to the scatter plots
The determination of the final thresholds took into account both Youden’s index and scatter plots
The thresholds for mSEPT9 and the combined test were adjusted in the validation cohort using the identical methods
The combined test of the three markers was determined as positive if any one of the three markers was positive
A score for combined test was calculated based on the average percentile of mSEPT9
the percentile for one patient was 45% for mSEPT9
the average percentile is (45 + 38 + 78)/3 = 53.67
The asterisks indicate the significance from Chi-square test when compared with the combined group
AFP and PIVKA-II and their combinations in HCC detection in the training cohort
Panel A: box and whisker plots for quantitative data of each stage in mSEPT9
Panel B: the positive detection rate (PDR) for each stage for all tests and their combination
Panel C: the ROC curve for each stage for all test and their combinations
The correlation and complementarity of mSEPT9
Panel A: moderate correlation was found between mSEPT9 and AFP (r = 0.527
while no significant correlation was found in quantitative measurements between mSEPT9 and PIVKA-II
Panel B: the complementarity between the tests is shown by the percentage of four situations
Strong complementarity can be observed between any two of the three markers
This suggested that the US screening capability was largely compromised by the low compliance
although it is a non-invasive convenient test
HCC screening by blood test has its application scenarios and target population
Opportunistic screening in this enriched population may therefore identify high ratio of HCC patients
Different to screening in average-risk population or low-middle risk population
this high-risk population included patients with hepatic cirrhosis
hepatic cirrhosis with liver nodules and those with precancerous or cancerous diseases
Screening test in this population therefore needs to distinguish between non-cancerous benign diseases and cancerous diseases
which requires both high sensitivity and high specificity
test optimization in this specific population is required
and this was the focus of the present study
The optimization aimed to balance the sensitivity with the specificity
and this was because the false positive rate in this high-risk population was higher than that in the normal subjects or low-middle risk population
The pursuit of high specificity comes at the cost of reduced sensitivity
the sensitivity can be improved by combined use of multiple markers
the combined use of the three markers still ensured high specificity
we found that the combined use improved the overall sensitivity
which demonstrated the advantages of combined markers from multiple omics
A simple algorithm was therefore used to ensure both high sensitivity and specificity
The high sensitivity of mSEPT9 in HCC and CRC made it an optimal marker when used alone or in combination with other markers
has its advantages over the NGS sequencing method
the tests of single markers are easier than the NGS test in terms of techniques
lab and instrument requirements and staff training
the tests of single markers do not need validation by very large cohorts and complex algorithm
making them easier in clinical trials and practice
the costs of the tests of single markers are much lower than the NGS test currently
the sensitivity and specificity obtained from tests of single markers after optimization are comparable with those obtained from NGS tests
validation of the test should be performed in larger cohorts
ideally in prospective screening population in future
as the number of patients in current cohorts in this study was still limited
optimization of test performance and algorithm in hepatitis C
and NAFLD related populations should be performed to facilitate the HCC screening of these populations in future
algorithm can still be optimized in future in larger cohorts
The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request
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DCP as Biomarkers for Detection of Hepatocellular Carcinoma (HCC): A Phase 3 Biomarker Study in the United States
Search for effective serum tumor markers for early diagnosis of Hepatocellular Carcinoma Associated with Hepatitis C
Zakhary NI, Khodeer SM, Shafik HE, Abdel Malak CA. Impact of PIVKA-II in diagnosis of hepatocellular carcinoma. J Adv Res. 2013;4(6):539–46. https://doi.org/10.1016/j.jare.2012.10.004
Simão A, Madaleno J, Silva N, Rodrigues F, Caseiro P, Costa JN, Carvalho A. Plasma osteopontin is a biomarker for the severity of alcoholic liver cirrhosis, not for hepatocellular carcinoma screening. BMC Gastroenterol. 2015;15:73. https://doi.org/10.1186/s12876-015-0307-1
Ertle JM, Heider D, Wichert M, Keller B, Kueper R, Hilgard P, Gerken G, Schlaak JF. A combination of α-fetoprotein and des-γ-carboxy prothrombin is superior in detection of hepatocellular carcinoma. Digestion. 2013;87(2):121–31. https://doi.org/10.1159/000346080
Park H, Park JY. Clinical significance of AFP and PIVKA-II responses for monitoring treatment outcomes and predicting prognosis in patients with hepatocellular carcinoma. Biomed Res Int. 2013;2013:310427. https://doi.org/10.1155/2013/310427
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Johnson PJ, Innes H, Hughes DM, Kalyuzhnyy A, Kumada T, Toyoda H. Evaluation of the aMAP score for hepatocellular carcinoma surveillance: a realistic opportunity to risk stratify. Br J Cancer. 2022;127(7):1263–9. https://doi.org/10.1038/s41416-022-01851-1
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A novel blood-based panel of methylated DNA and protein markers for detection of early-stage Hepatocellular Carcinoma
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This study was supported by the Spring City Plan: the High-level Talent Promotion and Training Project of Kunming (project number: 2022SCP002)
Kepu Zheng and Leiyang Dai contributed equally to this study
Department of Hepato-Biliary-Pancreatic Surgery
The Affiliated Calmette Hospital of Kunming Medical University
All authors designed the study and were responsible for project management and implementation
All authors collected the data and performed the data analysis
and the final statistics and made the figures and tables
All authors wrote the manuscript and proof read the manuscript
Kepu Zheng and Jianghua Ran submitted the manuscript
This research was approved by the Affiliated Calmette Hospital of Kunming Medical University (The First People’s Hospital of Kunming) ethics committee and conducted in accordance with the hospital’s guiding principles
unless otherwise stated in a credit line to the data
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DOI: https://doi.org/10.1186/s12876-023-02900-6
The event was attended by the managing board
along with Aviagen KFT team members -- Barbara Boka
Regional Technical Manager; and Krisztina Nemeth
"From the last broiler to the end of the brooding period," offered valuable management guidance to ensure a successful transition of chicks to the next stages of production
Pivka Assistant Production Manager commented
"We are proud of our outstanding broiler growers
The awards prove that we are committed to our mission and that our primary focus is the care of our animals."
Dejan was impressed with Pivka's accomplishments
"Despite the challenges faced by today’s producers
our birds achieve improved results year on year
and working together with the excellent farm management of Pivka
they continue to reach award-worthy heights in efficiency
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Over 5,000 viewers attended the reenactment of the historic encounter between US and Soviet troops on the Elbe River in April 1945: this was the highlight of the Military Festival held in Pivka (Slovenia) from September 11th to 17th
a small Slovenian town near the Italian border
The Park is a museum exhibition located in the buildings of the Pivka barracks (Komanda)
built in the 1930s by the Italians and occupied after 1945 by the JNA (Jugoslovenska Narodna Armija
Inside the museum you can find not only the history of the individual and team weapons used from the Second World War to date
but also an extraordinary collection of armored vehicles
especially those of the armies of the Eastern Bloc
the Pivka Museum organizes every year the Festival of Military History on the third weekend of September
The Festival takes place in the large clearing behind the barracks complex
re-enactors of all ages from all over the country and abroad meet to stage firefights or sword fightings
encamping in the vast woodland surrounding Pivka still untouched and creating a truly evocative setting
The festival is multi-thematic: you can find Roman and medieval reenactors
return to rumble on dirt roads and trenches (even during the year you can get into some of the armored vehicles and tanks that are in Pivka)
the re-enactment was centered on the historic encounter between US and Soviet troops on the Elbe River in April 1945
despite the bad weather many people attended the reenactment
During the “battle” hundreds of blank shots were fired on the German and allied side
one T34 tank and one M36 Jackson tank destroyer
were used to represent the Red Army and the US forces respectively
Remote controlled explosions then helped make the scene even more realistic simulating the artillery shots
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Although vitamin K deficiency has been implicated in adult inflammatory bowel disease (IBD)
its prevalence in pediatric IBD remains unknown
We carried out a cross-sectional study in 63 children with Crohn's disease (CD) and 48 with ulcerative colitis (UC) to assess the prevalence of vitamin K deficiency and to search for potential correlation between vitamin K status and pediatric IBD activity
Vitamin K status was assessed using protein induced by vitamin K absence-II (PIVKA-II; ELISA)
Prevalence of vitamin K deficiency was 54.0% in CD and 43.7% in UC
Vitamin K deficiency was more common in patients with higher CD activity
in CD patients with higher mass Z-scores and less common among children with CD treated with infliximab
Relation of vitamin K deficiency to pediatric IBD clinical course and treatment demand further research
vitamin K status has not been investigated in children with IBD so far
The aim of this study was to assess the prevalence of vitamin K deficiency and its correlates in children with Crohn's disease (CD) and ulcerative colitis (UC)
The Pediatric Crohn's Disease Activity Index (A) and Truelove-Witts (B) scores in children with and without vitamin K deficiency
as well as the minimum and maximum values are shown
The asterisk denotes statistical significance (p = 0.04)
The prevalence of vitamin K deficiency was 28.6% in children with CD receiving infliximab and 61.2% in children with CD not receiving biological therapy (χ2
The median PCDAI scores in CD patients receiving infliximab and in children not treated with infliximab did not differ (14.5 [12.5–17.5] and 20.0 [10.0–42.5]
Significant differences in body mass Z-scores of vitamin K-sufficient and vitamin K-deficient CD patients were also noted (p = 0.04)
Higher prevalence of vitamin K deficiency in CD patients treated with corticosteroids was statistically non-significant (χ2
Body mass Z-score values in vitamin K-deficient children with UC were not significantly lower than in vitamin K-sufficient children with UC (p = 0.07)
PIVKA-II levels positively correlated with PCDAI scores (σ = 0.37
PIVKA-II concentrations did not correlate with longer CD duration (σ = −0.22
p = 0.08) and patients' body mass Z-scores (σ = 0.17
No variables correlated with PIVKA-II levels in children with UC
In univariate logistic regression models the probability of vitamin K deficiency increased with higher PCDAI scores (OR = 1.04
higher body mass Z-scores predicted vitamin K deficiency in children with CD (OR = 1.64
For all other continuous variables analyzed p was 0.09 or greater
Multiple regression analyses in CD and UC did not yield any significant results (p ≥ 0.10 for all factors)
vitamin K deficiency should lead to a more severe IBD course and
more pronounced undernutrition and malabsorption
PCDAI scores positively correlated with PIVKA-II levels
indicating greater prevalence of vitamin K deficiency in patients with more active CD
Although the results obtained do not seem to lend support to the hypothesis that vitamin K deficiency plays a causative role in the pathogenesis of IBD
it needs to be underscored that this is a separate question that the study presented did not address
Vitamin K deficiency was less common in patients receiving infliximab
This fact points to a possibility that vitamin K status in CD reflects the intensity of inflammation
Further research is needed to clarify whether biological therapy influences vitamin K status in children with Crohn's disease
no studies on the relationship between anti-TNF therapies and vitamin K status have been published so far
It is interesting that while body mass Z-scores of vitamin K-deficient children with CD were higher compared to those who were vitamin K-sufficient
body mass Z-scores in vitamin K-deficient patients with UC were lower than in those who were vitamin K-sufficient
The reasons for higher Z-scores in vitamin K-deficient patients with CD remain unclear
vitamin K status was not analyzed directly
It remains an open question if direct measurement of vitamin K concentration in the blood would be more clinically relevant than the measurement of PIVKA-II concentration
Different vitamin K levels may lead to vitamin K sufficiency in different patients
the estimation of vitamin K status using PIVKA-II concentrations may present an advantage in that it reflects a lack of vitamin K cofactory function enabling for carboxylation of vitamin K-dependent compounds
there are factors other than vitamin K status that influence PIVKA-II concentration and it cannot be ruled out that they are linked to IBD activity
The cross-sectional character of the study did not allow for analysis of PIVKA-II concentrations' evolution along with disease activity changes
No data on dietary intake of vitamin K were available
If there are seasonal variations of vitamin K status
as the patients were examined at different time points
Vitamin K deficiency was highly prevalent in pediatric IBD
In CD patients it correlated with a lack of infliximab treatment
a higher pediatric CD activity and higher body mass Z-scores
The inclusion criteria were: CD or UC diagnosed according to the aforementioned standards and age of 18 years at most
The exclusion criteria were: liver disease not related to IBD
Statistical analyses were performed in the R environment (version 2.14.1; The R Foundation for Statistical Computing
Austria) and using STATISTICA 10 (StatSoft Inc.
Wilcoxon rank sum test was used to compare subgroups of CD and CU patients who were vitamin K sufficient and vitamin K deficient
Results obtained from logistic regression analysis
Pearson's chi-squared test and Fisher's exact test are appropriately labeled
The level of significance was set at p < 0.05
The study was conducted in accordance with the Declaration of Helsinki
Informed and written consent was obtained from patients' parents and patients who were at least 16 years old
The study design was approved by Poznan University of Medical Sciences Bioethical Committee
Vitamin K status in patients with short bowel syndrome
Vitamin K: the coagulation vitamin that became omnipotent
The role of vitamin K in soft-tissue calcification
Vitamin K and the nervous system: an overview of its actions
an example of triage theory: is micronutrient inadequacy linked to diseases of aging
Vitamin K-dependent carboxylation of osteocalcin: friend or foe
Comparison of biochemical indexes for assessing vitamin K nutritional status in a healthy adult population
Prevalence of subclinical vitamin K deficiency in Thai newborns: relationship to maternal phylloquinone intakes and delivery risk
Prevalence of vitamin K deficiency in children with mild to moderate chronic liver disease
Vitamin K status in peritoneally dialyzed patients with chronic kidney disease
The effect of vitamin K supplementation on biochemical markers of bone formation in children and adolescents with cystic fibrosis
Suboptimal vitamin K status despite supplementation in children and young adults with cystic fibrosis
The effects of vitamin K insufficiency induced by oral anticoagulation
Hypovitaminosis D and K are highly prevalent and independent of overall malnutrition in the institutionalized elderly
The prevalence of vitamin K deficiency in chronic gastrointestinal disorders
High prevalence of vitamin K and D deficiency and decreased BMD in inflammatory bowel disease
Association of vitamin K deficiency with bone metabolism and clinical disease activity in inflammatory bowel disease
Mechanism of cephalosporin-induced hypoprothrombinemia: relation to cephalosporin side chain
A study of Vitamin K status in children on prolonged antibiotic therapy
Use of cefoperazone still needs a caution for bleeding from induced vitamin K deficiency
Vitamin K and vitamin D status: associations with inflammatory markers in the Framingham Offspring Study
IBD Working Group of the European Society for Paediatric Gastroenterology
Inflammatory bowel disease in children and adolescents: recommendations for diagnosis–the Porto criteria
The second European evidence-based Consensus on the diagnosis and management of Crohn's disease: Definitions and diagnosis
validation and evaluation of a pediatric ulcerative colitis activity index: a prospective multicenter study
Development and validation of a pediatric Crohn's disease activity index
Azathioprine or 6-mercaptopurine before colectomy for ulcerative colitis is not associated with increased postoperative complications
Developmental standards of body height and weight in children and adolescents between 3-18 years of age in the city of Poznań
Vitamin K1 versus vitamin K3 for prevention of subclinical vitamin deficiency: a randomized controlled trial
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by a grant from Poznan University of Medical Sciences
Department of Pediatric Gastroenterology and Metabolic Diseases
Department of Pediatric Endoscopy and Gastrointestinal Function Testing
Ludwik Rydygier Collegium Medicum in Bydgoszcz
Gastroenterological and Endocrinological Surgery
took part in data interpretation and drafted the manuscript
provided the data and revised the manuscript
took part in data interpretation and revised the manuscript
All authors read and approved the final manuscript
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A report describes a case of a term neonate born who developed ecchymosis for two days
heeded by altered sensorium and seizures on day 25 of life
He had an uneventful perinatal transition and was exclusively breastfed
The patient had received an intramuscular Vitamin K (1 mg) at birth and a repeat dose before referral
Examination revealed bilateral grade III intraventricular hemorrhage
He was administered blood products and antiseizure medication
Laboratory investigation revealed high protein induced by vitamin K absence-II (PIVKA-II)
The patient was administered twice weekly Vitamin K (parenteral followed by oral) for 6 wk
He showed delayed milestones and spasticity at three months of follow-up and required ventriculoperitoneal shunt placement
It was hypothesized that exclusive breastfeeding could have caused VKDB in the index case
which was diagnosed by elevated PIVKA-II levels - a highly specific marker
Bleeding in a Neonate and Role of Elevated PIVKA-II Levels
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Ambassador Juraj Chmiel emphasized the importance and value of NATO
He supported military assistance to Ukraine and strongly condemned the Russian aggression
the Mayor of Pivka and the Director of the Park of Military History and their entire staff for the warm welcome
the Director of the Institute for Tourism Pivka
as well as its cultural and historical background
She presented the development of the municipality of Pivka over the last 30 years
where the existence of the Yugoslav army barracks prevented tourism
to a town that can be proud of its three exhibition centers
which is even the most visited museum in Slovenia
The director of the Park of Military History
presented the history of the museum's development
with which they have successfully preserved the rich military-historical heritage and used it for the benefit of tourism
Pivka had only overcrowded roads with tourists going to the seaside
He ended his speech by adding that this is the first event of this kind organized at the Park of Military History
The meeting was followed by a tour of the Park of Military History led by the museum director
Ambassadors were acquainted with the rich military history
and since the museum is also designed as an experience center
they took the opportunity to pilot the MIG 21 fighter aircraft and the Spitfire fighter aircraft on the simulator
They were particularly impressed by the most attractive exhibit of the museum
which was donated to the museum by Montenegro in 2011
The meeting ended in a pleasant atmosphere with a tasting of products from local companies Pivka and Delamaris
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Text description provided by the architects. What is long-lasting and what is recycle friendly was one of the key questions we were able to follow in the project for a metal recycle plant, where they first accumulate and then separate different waste metals and prepare them for reuse. The project consists of an immense production plateau and two small buildings on the edge of it.
© Miran KambičOn the other hand, the small 100% metal office building works as a very specific control deck supervising the weighing of the incoming waste and out-coming metals. Since this specificity means non-adaptability we had to allow for easy and clear on-site recycling when this building is not needed anymore.
© Matevz PaternosterIn contrast to the very rough production that goes on at the site we have embedded some abstract or we like to think “poetic” content in the project
but materially very different: one is made entirely out of concrete
whereas the other is all steel – from structure to cladding
Thus the two buildings speak about the context of material separation process of the metal recycle plant
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the Special Unit of the General Police Directorate took part in the international tactical exercise Pivka 2008
the international network of special intervention units in the European Union
special units from other EU Member States joined their Slovenian colleagues in the exercise (ten officers each from Austria's Cobra unit
Poland's Boa unit and Lithuania's Aras unit)
Two representatives of Slovakia's Lynx unit and Portugal's Goa unit also took part within the context of the structures working group
The exercise was observed by police director general Jože Romšek and his deputy Matjaž Šinkovec (in the photograph with the deputy commander of the Special Unit Milan Pleško)
Members of these units underwent training at several locations in Slovenia (Pivka
The exercise included a simulation of a mass hostage-taking situation involving the use of explosives
Special Unit commander Marjan Anzeljc considered the exercise a success: the 'specials' disarmed the terrorists and rescued the hostages
demonstrating a high level of professionalism and training and excellent readiness for demanding situations of this kind
Police surround the building occupied by terrorists
Members of Aras about to enter the room where the hostages are being held
Rapid action by officers of Slovenia's Special Unit
Members of Austria's Cobra unit keeping guard
Members of Polish special unit BOA disarming the terrorists
A bomb squad officer from the Special Unit searches a terrorist