Evidence map›Paper›PMID 40093220›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Integrating Tumor and Organoid DNA Methylation Profiles Reveals Robust Predictors of Chemotherapy Response in Rectal Cancer.

David Lukacsovich, Wini Zambare, Chao Wu, Hanchen Huang, Wei Zhang, Min Jung Kim, Janet Alvarez, Aron Bercz, Philip B Paty, Paul B Romesser and 3 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health 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

13 authors.

David LukacsovichDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.
Wini ZambareColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Chao WuColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Hanchen HuangDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.
Wei ZhangDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.
Min Jung KimColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Janet AlvarezColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Aron BerczColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Philip B PatyColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
Paul B RomesserDepartment of Radiation Oncology, Colorectal and Anal Cancer Service, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.ORCID 0000-0001-8268-2903
Lily WangDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.
J Joshua SmithColorectal Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, 10065, USA.
X Steven ChenDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, 33136, USA.ORCID 0000-0002-9706-3571

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
SURGICAL ONCOLOGY RESEARCH TRAINING PROGRAMT32CA009501 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Babak J Mehrara · 1985 to 2026
$7.7M
Expansion of Tumoroid Models for Precise Treatment of the Rectal Cancer PatientR37CA248289 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Jesse Joshua Smith · 2020 to 2026
$4.3M
NCI NIH HHS P30 CA008748NCI NIH HHS R37 CA248289NCI NIH HHS T32 CA009501
6 · The paper itself

Abstract

Rectal cancer patients display heterogeneous responses to neoadjuvant treatment-including the intensive total neoadjuvant therapy (TNT)-and reliable biomarkers are lacking to guide which tumors will benefit most from these regimens. Here, we profiled DNA methylation in tumor tissue and matched patient-derived organoids (PDOs) from 18 rectal cancer cases (50 total samples), leveraging the Illumina MethylationEPIC array and quality control filters that retained 771,964 CpG sites. Analyses used linear models (for tissue-only or PDO-only) and a joint linear mixed-effects approach (accounting for patient-level random effects) to identify significant CpGs associated with log-transformed FOLFOX IC50. We found that PDOs faithfully recapitulate patient-tumor methylation patterns (Spearman's correlation >0.95 among replicate organoids), and the joint model uncovered 745 CpGs tied to FOLFOX sensitivity, many of which were missed in tissue-only analyses. Differentially methylated regions reinforced that broader epigenetic blocks near TSS or enhancer regions may modulate chemo-resistance, while pathway enrichment pinpointed focal adhesion, ECM-receptor interaction, calcium signaling, and folate metabolism as key processes. A methylation risk score derived from these CpGs significantly predicted progression-free survival in an independent colorectal cancer cohort (p=0.019), outperforming single-sample-based signatures. These findings suggest that combining methylation profiles from both tumors and PDOs can expose robust epigenetic drivers of therapy response, aiding the development of clinically actionable biomarkers for rectal cancer TNT.

Identifiers

PMID40093220
PMCPMC11908278

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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.