Evidence map›Paper›PMID 41009646›Full record

ReviewInternational journal of molecular sciences2025

Functional Precision in Pancreatic Cancer: Redefining Biomarkers with Patient-Derived Organoids.

Claire Alexandra Chew, Cheng Mun Wun, Yi Fang Lee, Cheng Ean Chee, Khek Yu Ho, Glenn Kunnath Bonney

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Claire Alexandra ChewDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.
Cheng Mun WunDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.ORCID 0000-0001-6740-3881
Yi Fang LeeDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.ORCID 0009-0008-3210-2024
Cheng Ean CheeDepartment of Haematology-Oncology, National University Cancer Institute Singapore, Singapore 119074, Singapore.
Khek Yu HoDepartment of Medicine, National University of Singapore, Singapore 119077, Singapore.
Glenn Kunnath BonneyDepartment of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pancreatic cancer remains a lethal disease despite advances in surgery and systemic treatment in the last two decades, underscoring the urgent need to better understand its biological underpinnings. Despite remarkable advances in the molecular characterization of pancreatic ductal adenocarcinoma (PDAC), clinically actionable biomarkers remain scarce, and current treatment remains empiric. Transcriptomic subtypes such as "classical" and "basal-like" offer some prognostic value, but their ability to guide real-time treatment decisions is limited. In this review, we explore the limitations of current biomarker strategies, in particular subtype-based classifications, and argue for a functional reframing of biomarker development in PDAC, centered on patient-derived organoids (PDOs). We explore four key domains in which PDOs deepen our understanding of therapeutic response and resistance, namely, drug response phenotyping, modeling chemoresistance, incorporating tumor microenvironmental complexity through co-culture systems, and more functional profiling through proteomic and metabolomic approaches. Together, these applications move PDOs beyond static avatars of the tumor to dynamic platforms capable of capturing clinically relevant biology. As functional precision medicine gains traction, PDOs may offer a path to more tailored, responsive treatment strategies in a cancer where new options are urgently needed.

Indexed as

Biomarkers, TumorCarcinoma, Pancreatic DuctalOrganoidsPancreatic NeoplasmsPrecision MedicineDrug Resistance, NeoplasmHumansProteomicsTumor MicroenvironmentBiomarkers, Tumorbiomarkerschemosensitivitypancreatic ductal adenocarcinomapatient-derived organoidsprecision medicine

Identifiers

PMID41009646
PMCPMC12470908

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.