ArticleEuropean urology2018
The Diverse Genomic Landscape of Clinically Low-risk Prostate Cancer.
Article in European urology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02609269 (Prospective Expression Analysis Using The Decipher Genomics Resource for Intelligent Discovery), which is not on this map. Cited by 32 papers, 2 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Prospective Expression Analysis Using The Decipher Genomics Resource for Intelligent Discovery (GRID)® and Data Sharing Program
Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Mendelian randomization study on the causal relationship between leukocyte telomere length and prostate cancer.PloS one · 2023Pooled it
- Assessment of biochemical recurrence of prostate cancer (Review).International journal of oncology · 2019Pooled it
- Characterizing population-wide genomic risk distribution for development of a novel clinical-genomic risk system for prognostication in patients with clinically localized prostate cancer.Prostate cancer and prostatic diseases · 2026Article
- Mechanisms of Progression and Challenges for Intervention in the Natural History of Early Prostate Cancer: A Narrative Review.Current oncology (Toronto, Ont.) · 2026Review
- Single-cell RNA profiling reveals an immunosuppressive microenvironment inTranslational lung cancer research · 2025Article
- Can Genomic Classifiers in Biopsy Cores With Grade Group 1 Cancer Predict Higher-Grade Disease Elsewhere in the Prostate? Results From the Prospective Miami Active Surveillance Trial.The Journal of urology · 2025Article
- Luminal and Basal Subtypes Across Carcinomas: Molecular Programs Beyond Tissue of Origin.Cancers · 2025Review
- Clinical validation of a biopsy-based six-gene signature prognostic for aggressive prostate cancer.BJUI compass · 2025Article
- Advances in imaging and artificial intelligence for precision diagnosis and biopsy guidance in prostate cancer.Frontiers in oncology · 2025Review
- Diabetes mellitus and prostate cancer risk: A mendelian randomization analysis.World journal of diabetes · 2023Article
- Spatial transcriptomic analysis of virtual prostate biopsy reveals confounding effect of tissue heterogeneity on genomic signatures.Molecular cancer · 2023Article
- Racial disparity in the genomics of precision oncology of prostate cancer.Cancer reports (Hoboken, N.J.) · 2023Review
- Prostate Cancer Tumor Volume and Genomic Risk.European urology open science · 2023Article
- Translational Bioinformatics for Human Reproductive Biology Research: Examples, Opportunities and Challenges for a Future Reproductive Medicine.International journal of molecular sciences · 2022Review
- Characteristics of BRCA2 Mutated Prostate Cancer at Presentation.International journal of molecular sciences · 2022Article
- The distinct impacts of race and genetic ancestry on health.Nature medicine · 2022Article
- Active surveillance for prostate cancer: selection criteria, guidelines, and outcomes.World journal of urology · 2022Review
- Should Grade Group 1 (GG1) be called cancer?World journal of urology · 2022Article
- Identification of DNA Damage Repair-Associated Prognostic Biomarkers for Prostate Cancer Using Transcriptomic Data Analysis.International journal of molecular sciences · 2021Article
- Comparative analysis of 1152 African-American and European-American men with prostate cancer identifies distinct genomic and immunological differences.Communications biology · 2021Article
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19 authors.
Funding
Abstract
backgroundAmong men with clinically low-risk prostate cancer, we have previously documented heterogeneity in terms of clinical characteristics and genomic risk scores.
objectiveTo further study the underlying tumor biology of this patient population, by interrogating broader patterns of gene expression among men with clinically low-risk tumors. DESIGN, SETTING, AND
participantsProstate biopsies from 427 patients considered potentially suitable for active surveillance underwent central pathology review and genome-wide expression profiling. These cases were compared with 1290 higher-risk biopsy cases with diverse clinical features from a prospective genomic registry. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Average genomic risk (AGR) was determined from 18 published prognostic signatures, and MSigDB hallmark gene sets were analyzed using bootstrapped clustering methods. These sets were examined in relation to clinical variables and pathological and biochemical outcomes using multivariable regression analysis. RESULTS AND LIMITATIONS: A total of 408 (96%) biopsies passed RNA quality control. Based on AGR quartiles defined by the high-risk multicenter cases, the University of California, San Francisco (UCSF) low-risk patients were distributed across the quartiles as 219 (54%), 107 (26%), 61 (15%), and 21 (5%). Unsupervised clustering analysis of the hallmark gene set scores revealed three clusters, which were enriched for the previously described PAM50 luminal A, luminal B, and basal subtypes. AGR, but not the clusters, was associated with both pathological (odds ratio 1.34, 95% confidence interval [CI] 1.14-1.58) and biochemical outcomes (hazard ratio 1.53, 95% CI 1.19-1.93). These results may underestimate within-prostate genomic heterogeneity.
conclusionsProstate cancers that are homogeneously low risk by traditional characteristics demonstrate substantial diversity at the level of genomic expression. Molecular substratification of low-risk prostate cancer will yield a better understanding of its divergent biology and, in the future may help personalize treatment recommendations. PATIENT SUMMARY: We studied the genomic characteristics of tumors from men diagnosed with low-risk prostate cancer. We found three main subtypes of prostate cancer with divergent tumor biology, similar to what has previously been found in women with breast cancer. In addition, we found that genomic risk scores were associated with worse pathology findings and prostate-specific antigen recurrence after surgery. These results suggest even greater genomic diversity among low-risk patients than has previously been documented with more limited signatures.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.