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Bladder cancer (BlCa) taxonomy has proved its impact in patient outcome and selection for targeted therapies
but such transcriptomic-based classification has not yet translated to routine practice
epithelial-to-mesenchymal transition (EMT) has shown relevance in acquisition of more aggressive BlCa phenotype
We aimed to test the usefulness of the molecular classification
as defined by immunohistochemistry (a routinely performed and easy-to-implement technique)
in a well-defined BlCa cohort of both non-muscle invasive (NMIBC) and muscle invasive (MIBC) disease
we aimed to assess the additional prognostic value of the mesenchymal marker vimentin to the stratification strategy
Immunohistochemistry/RT-qPCR for luminal markers GATA3/FOXA1
basal markers KRT5/KRT6A and vimentin were performed
mRNA expression levels of the markers positively correlated with immunoexpression scores
We found substantial overlapping in immunoexpression of luminal and basal markers
basal tumors developed recurrence more frequently
NMIBC patients with higher vimentin immunoexpression endured poorer disease-free survival
and increased expression was observed from normal bladder-NMIBC-MIBC-metastases
The classification has the potential to be implemented in routine
but further adjustments in practical scoring should be defined; focusing on additional markers
may further refine BlCa molecular taxonomy
Patients and controls were enrolled after informed consent
This study was approved by the institutional review board (Comissão de Ética para a Saúde) of IPO Porto (CES103-14)
In total, 186 samples were available for immunohistochemistry studies: the 126 primary BlCa specimens, plus the 25 normal bladder mucosae and 35 BlCa metastases. Immunohistochemistry methods are described in detail in Additional file 1: Table S1
three micrometer-thick tissue sections from the formalin-fixed and paraffin-embedded samples were ordered
and slides were incubated with the primary antibodies for FOXA1
3,3′-diaminobenzidine (Sigma-Aldrich™) was used as chromogen for visualization and slides were counterstained with hematoxylin
Appropriate tissue controls were used per run
Immunoexpression patterns were evaluated by a dedicated uropathologist
Cases were classified using a semi-quantitative scale for both staining intensity (0—no staining; 1—low intensity
only barely discernible at 400 × magnification; 2—moderate intensity
well appreciated at 400× magnification but faint at 100× magnification; 3—high intensity
strong and well appreciated at 40× magnification) and percentage of positive cells (0— < 10%; 1—10–33%; 2—33–67%; 3— > 67%)
Results were then combined in a single continuous score (Score S = staining intensity × percentage of positive cells) assigned to each tumor
mRNA expression analyses were performed on fresh frozen tissues
available for 108 of the patients included in the study (all were run for VIM expression
RNA was extracted from tissues using TRIzol® (Invitrogen
RNA quantification and purity were assessed in NanoDrop™ Lite Spectophotometer (Cat
cDNA synthesis was performed using the RevertAid™ RT Reverse Transcription Kit (Cat
The reaction was performed in MyCycler™ Thermal Cycler System (Cat
Bio-Rad) using the following conditions: 5 min at 25 °C
VIM mRNA expression levels were evaluated using 4.5 µL of diluted cDNA
5 µL of TaqMan® Universal PCR Master Mix No AmpErase® UNG (Applied Biosystems®) and 0.5 µL of TaqMan® Gene Expression Assay
two TaqMan® Gene Expression assays were used as internal controls: beta-glucoronidase—GUSB—assay ID Hs99999908
Applied biosystems®; and Hypoxanthine–guanine phosphoribosyltransferase—HPRT1—assay ID Hs01003267
in an ABI 7500 Real Time PCR System (Thermo Fisher) in the following conditions: 2 min at 50 °C
followed by enzyme activation for 10 min at 95 °C
and 45 cycles which included a denaturation stage at 95 °C for 15 s and an extending stage at 60 °C for 60 s
Serial dilutions of cDNA obtained from Human Reference Total RNA (Cat
Agilent Technologies®) were used to compute standard curves for each plate
All experiments were run in triplicate and two negative controls were included in each plate
Relative expression of target genes tested in each sample was determined as: [Gene Expression Level = (Gene Mean Quantity/(HPRT1 & GUSB) Mean Quantity) × 1000]
For GATA3, FOXA1, KRT5 and KRT6A genes, transcript levels were also assessed using 2.5 µL of diluted cDNA, 0.25 µL of forward and reverse primers (Additional file 2: Table S2)
5 µL of Xpert Fast SYBER Mastermix Blue (GRiSP Research Solutions
GUSB was used for normalization and plates were set as described above
The run followed the following conditions: 2 min at 95 °C
followed by 45 cycles of 5 s at 95 °C and 30 s at 60 °C
Data was tabulated using Microsoft Excel 2016 and analyzed and plotted using GraphPad Prism 6 and IBM Statistical Package for Social Sciences (SPSS v24)
Percentages were calculated based on the number of cases with available data
together with median and interquartile range
Mann–Whitney and Kruskal–Wallis tests were used for comparing expression levels among samples
p-values were adjusted for multiple comparisons using Dunn’s test
Chi square and Fisher exact test were used as necessary for establishing associations between categorical variables
Spearman correlation test was used to correlate continuous variables
Disease-specific survival (DSS) and disease-free survival (DFS) curves were plotted using Kaplan–Meier statistics
and Cox regression models with respective hazard ratios (HR) were computed
Statistical significance was set at p < 0.05
there was no significant association between the luminal/basal-like subtype (as defined by immunohistochemistry
described above) and the event of metastization (p = 0.933)
the “basal-like” cases disclosed disease recurrence in 8/20 cases (40.0%) and the “luminal-like” in a similar proportion of cases (13/31
“basal-like” cancer developed recurrence in 11/34 cases (32.4%)
whereas in “luminal-like” this occurred in a lower proportion of patients [only 5/38 cases (13.2%)]
Concerning survival analyses, the luminal/basal-like classification did not show significant impact on DSS or DFS, both for NMIBC or MIBC (NMIBC: p = 0.762 and p = 0.625; MIBC: p = 0.346, p = 0.185, respectively). Illustrative examples of immunoexpression patterns for the several markers are depicted in Fig. 1.
Immunoexpression of luminal and basal markers in the bladder cancer cohort
b FOXA1 strong and diffuse immunoexpression in two bladder cancer specimens
d: GATA3 strong and diffuse immunoexpression in two bladder cancer specimens
f: CK5/6 strong multifocal immunoexpression in two bladder cancer specimens
Correlation between mRNA and protein expression of the several luminal and basal markers in the bladder cancer cohort (both MIBC and NMIBC included)
KRT5 (e and f) and KRT6A (g and h) analyses
mRNA expression levels are plotted as relative expression levels
Red dash and bars represent median and interquartile range
The immunoexpression score (intensity × percentage) is plotted in the xx-axis
The graphs include n = 83 matched samples (*p < 0.05; ****p < 0.0001)
Vimentin transcript and protein levels within the bladder cancer cohort
a differential mRNA expression of vimentin between non-muscle (NMIBC) and muscle-invasive (MIBC) bladder cancer
normalized to GUSB and HPRT1; b differential protein (immuno)expression of vimentin between NMIBC and MIBC
The immunoexpression score (intensity × percentage) is plotted; c immunoexpression of vimentin among normal bladder
The immunoexpression score (intensity × percentage) is plotted
Correction for multiple comparisons was employed and adjusted p-values are represented (*p < 0.05; **p < 0.01; ***p < 0.001; ****p < 0.0001)
Disease-free survival in non-muscle invasive bladder cancer (NMIBC) patients according to vimentin protein expression
Immunoexpression of vimentin in the bladder cancer cohort
b: immunoexpression of vimentin in primary bladder cancer specimens
one NMIBC (a) and one MIBC (b); c and d: immunoexpression of vimentin in bladder cancer metastases
that can be determined in tissue samples upon radical cystectomy and also non-invasively
The main aim of our work was to assess the protein expression of these markers and attempt to classify these tumors in a well-defined cohort of BlCa
representative of the diagnostic routine of a tertiary cancer center
This also substantiates the applicability of the classification
We hypothesize that the classification could also be extended to upper urothelial tract carcinomas
with 15/57 tumors (26.3%) showing CK5/6 immunoexpression (data not shown)
Our work goes further and indicates the clinical potential of VIM as a prognostic marker within luminal vs
Limitations of this work include its retrospective nature
and the relatively low number of samples with complete clinical information available
not all samples in which immunohistochemistry was performed had fresh-frozen material available for performing transcript analyses
although immunohistochemistry may be subjected to inter-observer variability
allowing for evaluating morphology simultaneously and perceiving details related to tumor heterogeneity
this work also extends the molecular classification to NMIBC
which should be further explored in the future
we show that BlCa molecular classification has the potential to be effectively translated to the diagnostic routine
but effort must be made to consistently define the tumor categories acknowledged by transcriptomic studies using routine techniques
with the ultimate goal of maintaining the same clinically meaningful input
expression of EMT markers may be useful for predicting relapse and adjusting therapeutic strategy
in which it provided useful prognostic information and dictated survival outcome
Adjunctive markers to the molecular classification merit attention as they might further improve BlCa molecular taxonomy
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request
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This research was funded by Research Center of Portuguese Institute of Porto (CI-IPOP-27-2016)
JL and SM-R are recipients of fellowships from FCT - Fundação para a Ciência e Tecnologia (SFRH/BD/132751/2017 and SFRH/BD/112673/2015
Catarina Guimarães-Teixeira shared first authorship
Cancer Biology and Epigenetics Group IPO Porto Research Center (GEBC CI-IPOP)
Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC)
Portuguese Oncology Institute of Porto (IPOP)
Department of Pathology and Molecular Immunology
Institute of Biomedical Sciences Abel Salazar
SM-R and CG-T performed molecular analyses and wrote the manuscript
JL collected the clinical data and reviewed histological specimens
IC prepared the histological sections for immunohistochemistry
CJ and RH supervised the work and revised the manuscript
All authors read and approved the final manuscript
This study was approved by the ethics committee of Portuguese Oncology Institute of Porto (Comissão de Ética para a Saúde-CES103-14)
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards
The authors declare that they have no competing interests
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations
S1: Immunoexpression of neuroendocrine markers in a bladder cancer specimen negative for CK5/6
A: CD56; B: Synaptophysin; C: Chromogranin
unless otherwise stated in a credit line to the data
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DOI: https://doi.org/10.1186/s12967-020-02475-w
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(ANS - Manique) – Fr Jeronimo Rocha Monteiro
passed away on August 31st in the city of Manique
61 spent in the Salesian religious life and 50 as a priest
he served the World Federation of Don Bosco Past Pupils and visited many countries in the East Asia-Oceania region
to the province of Portugal and to the World Federation of Past Pupils
Fr Cereda expressed great appreciation for the strength with which Fr Jeronimo Rocha Monteiro carried out his work
Fr Monteiro made his first religious profession in the Salesian Congregation in Manique on August 16
In his life Fr Monteiro held positions as director
advisor and vicar of various Salesian communities
was director of "Edições Salesianas" of Portugal (2001-2002)
Provincial Delegate for the Salesian Family since 2008
he had brilliantly held the role of World Delegate of the World Confederation of Past Pupils
wished to express his thoughts on social networks
"Today I learned the news that Fr Jeronimo Rocha Monteiro has returned to the House of the Father," he wrote
"He has always been friendly and very close to the whole Salesian Family and
It is right to remember his poems and his musical compositions
always ready to put himself at the service of others and
published after his visit to East Timor on the Salesian Bulletin
Its title is "Timor": "Breath of a sea of new people
welcome people rich in soul and limitless in their generosity."
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