1
|
Acosta-Vega NL, Varela R, Mesa JA, Garai J, Baddoo MC, Gómez-Gutiérrez A, Serrano-Gómez SJ, Lemus MN, Serrano ML, Zabaleta J, Combita AL, Sanabria-Salas MC. Metabolic pathways enriched according to ERG status are associated with biochemical recurrence in Hispanic/Latino patients with prostate cancer. Cancer Med 2023; 12:4306-4320. [PMID: 36329628 PMCID: PMC9972164 DOI: 10.1002/cam4.5301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 08/28/2022] [Accepted: 09/15/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The role of ERG-status molecular subtyping in prognosis of prostate cancer (PCa) is still under debate. In this study, we identified differentially expressed genes (DEGs) according to ERG-status to explore their enriched pathways and implications in prognosis in Hispanic/Latino PCa patients. METHODS RNA from 78 Hispanic PCa tissues from radical prostatectomies (RP) were used for RNA-sequencing. ERGhigh /ERGlow tumor groups were determined based on the 1.5-fold change median expression in non-tumor samples. DEGs with a False Discovery Rate (FDR) < 0.01 and a fold change >2 were identified between ERGhigh and ERGlow tumors and submitted to enrichment analysis in MetaCore. Survival and association analyses were performed to evaluate biochemical recurrence (BCR)-free survival. RESULTS The identification of 150 DEGs between ERGhigh and ERGlow tumors revealed clustering of most of the non-BCR cases (60%) into de ERGhigh group and most of the BCR cases (60.8%) in ERGlow group. Kaplan-Meier survival curves showed a worst BCR-free survival for ERGlow patients, and a significant reduced risk of BCR was observed for ERGhigh cases (OR = 0.29 (95%CI, 0.10-0.8)). Enrichment pathway analysis identified metabolic-related pathways, such as the renin-angiotensin system and angiotensin maturation system, the linoleic acid metabolism, and polyamines metabolism in these ERG groups. CONCLUSIONS ERGlow tumor cases were associated with poor BCR-free survival in our Hispanic/Latino patients, with metabolism-related pathways altered in the BCR progression. IMPACT Our findings suggest the need to dissect the role of diet, metabolism, and lifestyle as risk factors for more aggressive PCa subtypes.
Collapse
Affiliation(s)
- Natalia L Acosta-Vega
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia.,Programa de doctorado en Ciencias Biológicas, Pontificia Universidad Javeriana, Bogotá, DC, Colombia
| | - Rodolfo Varela
- Departamento de Urología, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia
| | - Jorge Andrés Mesa
- Departamento de Patología Oncológica, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia
| | - Jone Garai
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Melody C Baddoo
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Alberto Gómez-Gutiérrez
- Instituto de Genética Humana, Facultad de Medicina, Pontificia Universidad Javeriana, Bogotá, DC, Colombia
| | - Silvia J Serrano-Gómez
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia
| | - Marcela Nuñez Lemus
- Grupo de Apoyo y Seguimiento para la Investigación, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia
| | - Martha Lucía Serrano
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia.,Departamento de Química, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, DC, Colombia
| | - Jovanny Zabaleta
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA.,Department of Interdisciplinary Oncology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, Louisiana, USA
| | - Alba L Combita
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología de Colombia, Bogotá, DC, Colombia.,Departamento de Microbiología, Facultad de Medicina, Universidad Nacional de Colombia, Bogotá, DC, Colombia
| | | |
Collapse
|
2
|
Kong DP, Chen R, Zhang CL, Zhang W, Xiao GA, Wang FB, Ta N, Gao X, Sun YH. Prevalence and clinical application of TMPRSS2-ERG fusion in Asian prostate cancer patients: a large-sample study in Chinese people and a systematic review. Asian J Androl 2021; 22:200-207. [PMID: 31210145 PMCID: PMC7155806 DOI: 10.4103/aja.aja_45_19] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Fusion between the transmembrane protease serine 2 and v-ets erythroblastosis virus E26 oncogene homolog (TMPRSS2-ERG fusion) is a common genetic alteration in prostate cancer among Western populations and has been suggested as playing a role in tumorigenesis and progression of prostate cancer. However, the prevalence of TMPRSS2-ERG fusion differs among different ethnic groups, and contradictory results have been reported in Asian patients. We aim to evaluate the prevalence and significance of TMPRSS2-ERG fusion as a molecular subtyping and prognosis indicator of prostate cancer in Asians. We identified the fusion status in 669 samples from prostate biopsy and radical prostatectomy by fluorescence in situ hybridization and/or immunohistochemistry in China. We examined the association of TMPRSS2-ERG fusion with clinicopathological characteristics and biochemical recurrence by Chi-square test and Kaplan–Meier analysis. Finally, a systematic review was performed to investigate the positive rate of the fusion in Asian prostate cancer patients. McNemar's test was employed to compare the positive rates of TMPRSS2-ERG fusion detected using different methods. The positive rates of TMPRSS2-ERG fusion were 16% in our samples and 27% in Asian patients. In our samples, 9.4% and 19.3% of cases were recognized as fusion positive by fluorescence in situ hybridization and immunohistochemistry, respectively. No significant association between the fusion and clinical parameters was observed. TMPRSS2-ERG fusion is not a frequent genomic alteration among Asian prostate cancer patients and has limited significance in clinical practices in China. Besides ethnic difference, detection methods potentially influence the results showing a positive rate of TMPRSS2-ERG fusion.
Collapse
Affiliation(s)
- De-Pei Kong
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Rui Chen
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Chun-Lei Zhang
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Wei Zhang
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Guang-An Xiao
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Fu-Bo Wang
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Na Ta
- Department of Pathology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Xu Gao
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| | - Ying-Hao Sun
- Department of Urology, Shanghai Changhai Hospital, Second Military Medical University, Shanghai 200433, China
| |
Collapse
|
3
|
Yan W, Jamal M, Tan SH, Song Y, Young D, Chen Y, Katta S, Ying K, Ravindranath L, Woodle T, Kohaar I, Cullen J, Kagan J, Srivastava S, Dobi A, McLeod DG, Rosner IL, Sesterhenn IA, Srinivasan A, Srivastava S, Petrovics G. Molecular profiling of radical prostatectomy tissue from patients with no sign of progression identifies ERG as the strongest independent predictor of recurrence. Oncotarget 2019; 10:6466-6483. [PMID: 31741711 PMCID: PMC6849651 DOI: 10.18632/oncotarget.27294] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 10/19/2019] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND As a major cause of morbidity and mortality among men, prostate cancer is a heterogenous disease, with a vast heterogeneity in the biology of the disease and in clinical outcome. While it often runs an indolent course, local progression or metastasis may eventually develop, even among patients considered "low risk" at diagnosis. Therefore, biomarkers that can discriminate aggressive from indolent disease at an early stage would greatly benefit patients. We hypothesized that tissue specimens from early stage prostate cancers may harbor predictive signatures for disease progression. METHODS We used a cohort of radical prostatectomy patients with longitudinal follow-up, who had tumors with low grade and stage that revealed no signs of future disease progression at surgery. During the follow-up period, some patients either remained indolent (non-BCR) or progressed to biochemical recurrence (BCR). Total RNA was extracted from tumor, and adjacent normal epithelium of formalin-fixed-paraffin-embedded (FFPE) specimens. Differential gene expression in tumors, and in tumor versus normal tissues between BCR and non-BCR patients were analyzed by NanoString using a customized CodeSet of 151 probes. RESULTS After controlling for false discovery rates, we identified a panel of eight genes (ERG, GGT1, HDAC1, KLK2, MYO6, PLA2G7, BICD1 and CACNAID) that distinguished BCR from non-BCR patients. We found a clear association of ERG expression with non-BCR, which was further corroborated by quantitative RT-PCR and immunohistochemistry assays. CONCLUSIONS Our results identified ERG as the strongest predictor for BCR and showed that potential prognostic prostate cancer biomarkers can be identified from FFPE tumor specimens.
Collapse
Affiliation(s)
- Wusheng Yan
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- These authors contributed equally to this work
| | - Muhammad Jamal
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- These authors contributed equally to this work
| | - Shyh-Han Tan
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- These authors contributed equally to this work
| | - Yingjie Song
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Denise Young
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Yongmei Chen
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Shilpa Katta
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Kai Ying
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Lakshmi Ravindranath
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Tarah Woodle
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Indu Kohaar
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jennifer Cullen
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jacob Kagan
- Division of Cancer Prevention, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Sudhir Srivastava
- Division of Cancer Prevention, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Albert Dobi
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - David G. McLeod
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Inger L. Rosner
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | | | - Alagarsamy Srinivasan
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Shiv Srivastava
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Gyorgy Petrovics
- Henry Jackson Foundation for the Advancement of Military Medicine (HJF), Bethesda, MD, USA
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, Bethesda, MD, USA
- John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD, USA
| |
Collapse
|
4
|
Sedarsky J, Degon M, Srivastava S, Dobi A. Ethnicity and ERG frequency in prostate cancer. Nat Rev Urol 2017; 15:125-131. [PMID: 28872154 DOI: 10.1038/nrurol.2017.140] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Emerging observations emphasize a distinct biology of prostate cancer among men of different ethnicities and races, as demonstrated by remarkable differences in the frequency of ERG oncogenic activation, one of the most common and widely studied prostate cancer driver genes. Worldwide assessment of ERG alterations frequencies show consistent trends, with men of European ancestry having the highest rates of alteration and men of African or Asian ancestries having considerably lower alteration rates. However, data must be interpreted cautiously, owing to variations in assay platforms and specimen types, as well as ethnic and geographical classifications. Many opportunities and challenges remain in assessing cancer-associated molecular alterations at a global level, and these need to be addressed in order to realize the true potential of precision medicine for all cancer patients.
Collapse
Affiliation(s)
- Jason Sedarsky
- Urology Service, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, Maryland 20889, USA
| | - Michael Degon
- Urology Service, Walter Reed National Military Medical Center, 8901 Rockville Pike, Bethesda, Maryland 20889, USA
| | - Shiv Srivastava
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, 4301 Jones Bridge Rd, Bethesda, Maryland 20814, USA
| | - Albert Dobi
- Center for Prostate Disease Research, Department of Surgery, Uniformed Services University of the Health Sciences and the Walter Reed National Military Medical Center, 4301 Jones Bridge Rd, Bethesda, Maryland 20814, USA
| |
Collapse
|
5
|
Yılmaz Ö, Berber U, Okçelik S, Soydan H, Ateş F, Karademir K. TMPRSS2-ERG gene fusion in Turkish patients with localized prostate cancer: results of radical prostatectomy specimens. Turk J Urol 2016; 42:60-3. [PMID: 27274888 DOI: 10.5152/tud.2016.94763] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Our aim was to evaluate and determine the frequency of Transmembrane protease, serine 2 (TMPRSS2)-ERG fusion in Turkish patients with clinically localized prostate cancer by using immunohistochemistry and reveal its relationship with clinicopathologic variables. MATERIAL AND METHODS Radical prostatectomy specimens of 99 patients, who underwent radical retropubic prostatectomy for localized cancer, between January 2002 and December 2011 were analyzed in the study. To detect ERG fusions, monoclonal ERG antibodyclone ID: EPR3864 (Epitomics, San Diego, CA, USA) and monoclonal anti-ERG antibody (9FY) (BiocareMedical, LLC, USA) were used. The immunistochemical expression of ERG protein was assessed as positive or negative regardless of stain intensity. Patients' age, total and primary Gleason scores, PSA levels, prostate volumes, tumor volumes, tumor stages and perineural invasion status were analysed retrospectively. Total fusion rate and correlation between the variables and fusion were evaluated. RESULTS Mean age, prostate volume, tumor volume, PSA value of 99 patients were 62.02 years (±5.93), 50.02 cc (±20.67), 3.19 cc (±4.16), and 9.34 ng/mL (±3.37) respectively. TMPRSS2-ERG fusion was seen in 46 (46.5%) of 99 patients. When the variables analysed with independent samples t test to predict fusion (+) status, none of them was found to be statistically significant. When evaluated by logistic regression analysis for (+) or (-) status, only tumor stage was found to be statistically significantly correlated with fusion (p=0.049). CONCLUSION The incidence of TMPRSS-ERG fusion in patients with localised prostate cancer in our study with Turkish population was found as 46.5%. Only tumor stage correlated with TMPRSS2-ERG fusion.
Collapse
Affiliation(s)
- Ömer Yılmaz
- Department of Urology, Gülhane Military Medical Academy Haydarpasa Training and Research Hospital, İstanbul, Turkey
| | - Ufuk Berber
- Department of Pathology, Gülhane Military Medical Academy Haydarpasa Training and Research Hospital, İstanbul, Turkey
| | - Sezgin Okçelik
- Clinic of Urology, Beytepe Military Hospital, Ankara, Turkey
| | - Hasan Soydan
- Department of Urology, Gülhane Military Medical Academy Haydarpasa Training and Research Hospital, İstanbul, Turkey
| | - Ferhat Ateş
- Department of Urology, Gülhane Military Medical Academy Haydarpasa Training and Research Hospital, İstanbul, Turkey
| | - Kenan Karademir
- Department of Urology, Gülhane Military Medical Academy Haydarpasa Training and Research Hospital, İstanbul, Turkey
| |
Collapse
|
6
|
Ateeq B, Kunju LP, Carskadon SL, Pandey SK, Singh G, Pradeep I, Tandon V, Singhai A, Goel A, Amit S, Agarwal A, Dinda AK, Seth A, Tsodikov A, Chinnaiyan AM, Palanisamy N. Molecular profiling of ETS and non-ETS aberrations in prostate cancer patients from northern India. Prostate 2015; 75:1051-62. [PMID: 25809148 PMCID: PMC4832366 DOI: 10.1002/pros.22989] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 02/02/2015] [Indexed: 11/09/2022]
Abstract
BACKGROUND Molecular stratification of prostate cancer (PCa) based on genetic aberrations including ETS or RAF gene-rearrangements, PTEN deletion, and SPINK1 over-expression show clear prognostic and diagnostic utility. Gene rearrangements involving ETS transcription factors are frequent pathogenetic somatic events observed in PCa. Incidence of ETS rearrangements in Caucasian PCa patients has been reported, however, occurrence in Indian population is largely unknown. The aim of this study was to determine the prevalence of the ETS and RAF kinase gene rearrangements, SPINK1 over-expression, and PTEN deletion in this cohort. METHODS In this multi-center study, formalin-fixed paraffin embedded (FFPE) PCa specimens (n = 121) were procured from four major medical institutions in India. The tissues were sectioned and molecular profiling was done using immunohistochemistry (IHC), RNA in situ hybridization (RNA-ISH) and/or fluorescence in situ hybridization (FISH). RESULTS ERG over-expression was detected in 48.9% (46/94) PCa specimens by IHC, which was confirmed in a subset of cases by FISH. Among other ETS family members, while ETV1 transcript was detected in one case by RNA-ISH, no alteration in ETV4 was observed. SPINK1 over-expression was observed in 12.5% (12/96) and PTEN deletion in 21.52% (17/79) of the total PCa cases. Interestingly, PTEN deletion was found in 30% of the ERG-positive cases (P = 0.017) but in only one case with SPINK1 over-expression (P = 0.67). BRAF and RAF1 gene rearrangements were detected in ∼1% and ∼4.5% of the PCa cases, respectively. CONCLUSIONS This is the first report on comprehensive molecular profiling of the major spectrum of the causal aberrations in Indian men with PCa. Our findings suggest that ETS gene rearrangement and SPINK1 over-expression patterns in North Indian population largely resembled those observed in Caucasian population but differed from Japanese and Chinese PCa patients. The molecular profiling data presented in this study could help in clinical decision-making for the pursuit of surgery, diagnosis, and in selection of therapeutic intervention.
Collapse
Affiliation(s)
- Bushra Ateeq
- Department of Biological Sciences and BioengineeringIndian Institute of TechnologyKanpurIndia
| | - Lakshmi P. Kunju
- Michigan Center for Translational PathologyUniversity of Michigan Medical SchoolAnn ArborMichigan
- Department of PathologyUniversity of MichiganUniversity of Michigan Medical SchoolAnn ArborMichigan
- Comprehensive Cancer CenterUniversity of Michigan Medical SchoolAnn ArborMichigan
| | - Shannon L. Carskadon
- Michigan Center for Translational PathologyUniversity of Michigan Medical SchoolAnn ArborMichigan
- Department of PathologyUniversity of MichiganUniversity of Michigan Medical SchoolAnn ArborMichigan
| | - Swaroop K. Pandey
- Department of Biological Sciences and BioengineeringIndian Institute of TechnologyKanpurIndia
| | - Geetika Singh
- Department of PathologyAll India Institute of Medical SciencesNew DelhiIndia
| | - Immanuel Pradeep
- Department of PathologyAll India Institute of Medical SciencesNew DelhiIndia
| | - Vini Tandon
- Digdarshika Pathology LaboratoryLucknowIndia
| | - Atin Singhai
- Department of PathologyKing George's Medical UniversityLucknowIndia
| | - Apul Goel
- Department of UrologyKing George's Medical UniversityLucknowIndia
| | - Sonal Amit
- Department of PathologyGSVM Medical CollegeKanpurIndia
| | - Asha Agarwal
- Department of PathologyGSVM Medical CollegeKanpurIndia
| | - Amit K. Dinda
- Department of PathologyAll India Institute of Medical SciencesNew DelhiIndia
| | - Amlesh Seth
- Department of UrologyAll India Institute of Medical SciencesNew DelhiIndia
| | | | - Arul M. Chinnaiyan
- Michigan Center for Translational PathologyUniversity of Michigan Medical SchoolAnn ArborMichigan
- Department of PathologyUniversity of MichiganUniversity of Michigan Medical SchoolAnn ArborMichigan
- Comprehensive Cancer CenterUniversity of Michigan Medical SchoolAnn ArborMichigan
- Howard Hughes Medical InstituteUniversity of Michigan Medical SchoolAnn ArborMichigan
| | - Nallasivam Palanisamy
- Michigan Center for Translational PathologyUniversity of Michigan Medical SchoolAnn ArborMichigan
- Department of UrologyHenry Ford Health SystemDetroitMichigan
| |
Collapse
|