Evidence map›Paper›PMID 39155193›Full record

ArticleEuropean urology2024

Integrative Drug Screening and Multiomic Characterization of Patient-derived Bladder Cancer Organoids Reveal Novel Molecular Correlates of Gemcitabine Response.

Nathan M Merrill, Samuel D Kaffenberger, Liwei Bao, Nathalie Vandecan, Laura Goo, Athena Apfel, Xu Cheng, Zhaoping Qin, Chia-Jen Liu, Armand Bankhead and 18 more

Abstract read
In one paragraph

Article in European urology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed.

  1. Article
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  4. Review
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  8. Article
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  11. Organoids glimpse: the nexus for diverse tumor heterogeneity.Frontiers in cell and developmental biology · 2026
    Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Organoid models in bladder cancer: From bench to bedside?Bladder cancer (Amsterdam, Netherlands)
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Nathan M MerrillRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Samuel D KaffenbergerRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA.
Liwei BaoDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Nathalie VandecanDepartment of Chemistry, University of Michigan, Ann Arbor, MI, USA.
Laura GooRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Athena ApfelDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Xu ChengDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Zhaoping QinDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Chia-Jen LiuDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Armand BankheadDepartment of Biostatistics, University of Michigan, Ann Arbor, MI, USA; Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, MI, USA.
Yin WangDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Varun KathawateDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Lila TudrickDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Habib A SerhanDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Zackariah FarahDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Chad EllimoottilDepartment of Urology, University of Michigan, Ann Arbor, MI, USA.
Khaled S HafezDepartment of Urology, University of Michigan, Ann Arbor, MI, USA.
Lindsey A HerrelRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA.
Jeffrey S MontgomeryRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA.
Todd M MorganRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA.
Simpa S SalamiRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA.
Alon Z WeizerDepartment of Urology, University of Michigan, Ann Arbor, MI, USA.
Peter J UlintzDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Mark L DayRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Urology, University of Michigan, Ann Arbor, MI, USA.
Matthew B SoellnerDepartment of Chemistry, University of Michigan, Ann Arbor, MI, USA.
Phillip L PalmbosRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Sofia D MerajverRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA. Electronic address: smerajve@umich.edu.
Aaron M UdagerRogel Cancer Center, University of Michigan, Ann Arbor, MI, USA; Department of Pathology, University of Michigan, Ann Arbor, MI, USA. Electronic address: udager@umich.edu.

Funding

Determining the clinical impact of gene expression testing in localized prostate cancerR01CA240991 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MORGAN, TODD M., SPRATT, DANIEL EIDELBERG · 2019 to 2024
$3.1M
Mechanism and Therapeutic Targeting of TRIM29-mediated Invasion in Bladder CancerR37CA273138 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI PHILLIP L PALMBOS · 2022 to 2026
$2.2M
Understanding the effects of the Oncology Care Model on cancer care for dual eligible patientsK08CA237638 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI HERREL, LINDSEY ALLISON · 2019 to 2023
$1.1M
Delineation of tumor, stromal and immune transcriptomes at the infiltrating interface of muscle invasive bladder cancerR21CA259763 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAY, MARK L · 2022 to 2023
$397k
NCI NIH HHS K08 CA237638NCI NIH HHS R01 CA240991NCI NIH HHS R21 CA259763NCI NIH HHS R37 CA273138
6 · The paper itself

Abstract

BACKGROUND AND

objectivePredicting response to therapy for each patient's tumor is critical to improving long-term outcomes for muscle-invasive bladder cancer. This study aims to establish ex vivo bladder cancer patient-derived organoid (PDO) models that are representative of patients' tumors and determine the potential efficacy of standard of care and curated experimental therapies.

methodsTumor material was collected prospectively from consented bladder cancer patients to generate short-term PDO models, which were screened against a panel of clinically relevant drugs in ex vivo three-dimensional culture. Multiomic profiling was utilized to validate the PDO models, establish the molecular characteristics of each tumor, and identify potential biomarkers of drug response. Gene expression (GEX) patterns between paired primary tissue and PDO samples were assessed using Spearman's rank correlation coefficients. Molecular correlates of therapy response were identified using Pearson correlation coefficients and Kruskal-Wallis tests with Dunn's post hoc pairwise comparison testing. KEY FINDINGS AND LIMITATIONS: A total of 106 tumors were collected from 97 patients, with 65 samples yielding sufficient material for complete multiomic molecular characterization and PDO screening with six to 32 drugs/combinations. Short-term PDOs faithfully represent the tumor molecular characteristics, maintain diverse cell types, and avoid shifts in GEX-based subtyping that accompany long-term PDO cultures. Utilizing an integrative approach, novel correlations between ex vivo drug responses and genomic alterations, GEX, and protein expression were identified, including a multiomic signature of gemcitabine response. The positive predictive value of ex vivo drug responses and the novel multiomic gemcitabine response signature need to be validated in future studies. CONCLUSIONS AND CLINICAL IMPLICATIONS: Short-term PDO cultures retain the molecular characteristics of tumor tissue and avoid shifts in expression-based subtyping that have plagued long-term cultures. Integration of multiomic profiling and ex vivo drug screening data identifies potential predictive biomarkers, including a novel signature of gemcitabine response. PATIENT SUMMARY: Better models are needed to predict patient response to therapy in bladder cancer. We developed a platform that uses short-term culture to best mimic each patient's tumor and assess potential sensitivity to therapeutics.

Indexed as

Antimetabolites, AntineoplasticDeoxycytidineGemcitabineOrganoidsUrinary Bladder NeoplasmsAgedBiomarkers, TumorDrug Screening Assays, AntitumorFemaleGene Expression ProfilingHumansMaleMiddle AgedAntimetabolites, AntineoplasticBiomarkers, TumorDeoxycytidineGemcitabineCorrelates of responseDrug screeningGene expression-based subtypeMultiomic characterizationMuscle-invasive bladder cancerPatient-derived organoidTumor heterogeneity

Identifiers

PMID39155193
PMCPMC13181499

What Socratic holds

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Registered trials

None linked

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 Socratic graph.