Evidence map›Paper›PMID 39969975›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2025

Spatially Resolved, Multiregion Proteomics for Prediction of Immunotherapy Outcome in Deficient Mismatch Repair Metastatic Colorectal Cancer.

Bahar Saberzadeh-Ardestani, Zhenglong Liu, Mariam I Stein, Will A Sherman, Christy E Trussoni, Charles W Abbott, Dongyao Yan, Skyler Smith, Kandavel Shanmugam, Rondell P Graham and 4 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Predictors of Immune Checkpoint Blockade Response in dMMR Colorectal Cancer Using an Integrated Immune-Enhanced Multiomics Platform.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  3. Review
  4. Article
  5. Review
  6. Spatial omics for profiling the dynamic tumor microenvironment.Clinical & translational immunology · 2026
    Review
  7. Review
  8. Article
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

14 authors.

Bahar Saberzadeh-ArdestaniGastrointestinal Research Unit, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-7244-1839
Zhenglong LiuGastrointestinal Research Unit, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-8609-9464
Mariam I SteinDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0001-8026-6279
Will A ShermanDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-6823-487X
Christy E TrussoniCenter for Cell Signaling in Gastroenterology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-4247-076X
Charles W AbbottPersonalis, Inc., Fremont, California.ORCID 0000-0002-3837-6471
Dongyao YanVentana Medical Systems, Inc./Roche Tissue Diagnostics, Tucson, Arizona.ORCID 0009-0001-9482-3539
Skyler SmithVentana Medical Systems, Inc./Roche Tissue Diagnostics, Tucson, Arizona.ORCID 0009-0006-1121-4997
Kandavel ShanmugamVentana Medical Systems, Inc./Roche Tissue Diagnostics, Tucson, Arizona.ORCID 0000-0002-9076-3444
Rondell P GrahamDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-8686-4867
Alos DialloDartmouth College Geisel School of Medicine, Hanover, New Hampshire.ORCID 0000-0002-6471-4630
Joshua J LevyDepartment of Pathology and Laboratory Medicine, Cedars Sinai Medical Center, Los Angeles, California.ORCID 0000-0001-8050-1291
Tamas OrdogCenter for Cell Signaling in Gastroenterology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-3940-7284
Frank A SinicropeGastrointestinal Research Unit, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-2907-1000

Funding

Women's Cancer ProgramP30CA015083 · NCI · MAYO CLINIC ROCHESTER · PI AKHILESH PANDEY · 1985 to 2026
$151.3M
PILOT AND FEASIBILTY PROGRAMP30DK084567 · NIDDK · MAYO CLINIC ROCHESTER · PI Nicholas F. LaRusso · 2009 to 2026
$22.2M
National Institutes of Health (NIH) P30DK084567NCI NIH HHS P30 CA015083NIDDK NIH HHS P30 DK084567
6 · The paper itself

Abstract

purposeDigital proteomic profiling was performed to identify spatial context in relationship to patient response and survival after anti-PD-1 therapy in metastatic colorectal cancer. EXPERIMENTAL

designPrimary colorectal cancers with deficient mismatch repair from patients treated with anti-PD-1 antibodies were analyzed (N = 30) using digital spatial profiling (GeoMx nCounter). At the invasive margin, 71 proteins were profiled in 10 regions of interest/slide that were segmented into 3 compartments labeled with pan-cytokeratin (epithelia), CD45 (stromal cells), and SYTO13 (nuclei). In an independent cohort (n = 13), digital spatial profiling data and single-cell transcriptomic data were analyzed. Differential protein abundance, after Benjamini-Hochberg correction, was examined by clinical response and progression-free survival (PFS) using multivariable Cox regression.

resultsProtein abundance varied significantly between epithelial and stromal compartments. Nonresponders to anti-PD-1 showed higher fibronectin and smooth muscle actin abundance in the epithelial compartment that was associated with significantly shorter PFS (adjusted HR: 6.49 and 4.52, respectively; P < 0.05). In CD45+ stroma, increased expression of proteins related to T cells (CD3 and CD4), NK cells (CD56), antigen presentation (CD40), immune activation (CD27, ICOS), and apoptosis (GZMA) were found in responders (vs nonresponders) to anti-PD-1; each marker was significantly associated with longer patient PFS (0.02 < adjusted HR < 0.17; P < 0.05). In a separate cohort, consistent results by compartment were found for fibronectin and CD56. Gene expression data revealed that fibronectin and smooth muscle actin were primarily derived from cancer-associated fibroblasts.

conclusionsSpatially resolved protein profiles within microenvironments of deficient mismatch repair colorectal cancers can influence patient response and survival after anti-PD-1, highlighting their potential clinical significance.

Indexed as

Biomarkers, TumorColorectal NeoplasmsDNA Mismatch RepairImmunotherapyProteomicsAgedFemaleHumansImmune Checkpoint InhibitorsMaleMiddle AgedPrognosisProgrammed Cell Death 1 ReceptorProteomeTumor MicroenvironmentBiomarkers, TumorImmune Checkpoint InhibitorsProgrammed Cell Death 1 ReceptorProteome

Identifiers

PMID39969975
PMCPMC12063740

What OpenQuestion holds

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Registered trials

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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.