Evidence map›Paper›PMID 41677857›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2026

Association of Circulating T Cell and Tumor Microenvironment Profiles with Immune Checkpoint Blockade Outcomes in Sarcoma.

Evan Rosenbaum, Fiona Ehrich, Mohammad Yosofvand, Martina Bradic, Jasme Lee, Mathew Adamow, Sujana Movva, Ciara M Kelly, Viswatej Avutu, Lauren B Banks and 23 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

33 authors.

Evan Rosenbaum *Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-7499-1279
Fiona Ehrich *Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-2245-9352
Mohammad YosofvandDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-7733-2236
Martina BradicMarie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-6078-5311
Jasme LeeDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0009-0006-4492-4872
Mathew AdamowImmune Monitoring Facility, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-7709-0126
Sujana MovvaDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-6569-6606
Ciara M KellyDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-4393-8088
Viswatej AvutuDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-2591-7187
Lauren B BanksDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-3443-6414
Jason E ChanDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0003-0552-8544
Ping ChiDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-0159-5531
Mark A DicksonDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0003-2764-751X
Mrinal M GounderDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-8468-0119
Mary L KeohanDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-8240-4900
Robert G MakiDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-9853-2528
Damon R ReedDepartment of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-8238-2465
Paige FuentesDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0003-4868-9030
Paige CollinsDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-8581-7460
Rhoena DesirDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0009-0001-7607-1521
Allison ReinerDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0009-0008-4150-6856
Oleg BaranovBostonGene Corporation, Waltham, Massachusetts.ORCID 0000-0002-2710-012X
Konstantin ChernyshovBostonGene Corporation, Waltham, Massachusetts.ORCID 0009-0006-5142-4067
Nikita KotlovBostonGene Corporation, Waltham, Massachusetts.ORCID 0000-0002-6393-7357
Ajay SubramanianDepartment of Radiation Oncology, Stanford Medicine, Stanford, California.ORCID 0000-0001-7892-886X
Everett J ModingDepartment of Radiation Oncology, Stanford Medicine, Stanford, California.ORCID 0000-0001-7913-5351
Li-Xuan QinDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-9367-3807
Phillip WongImmune Monitoring Facility, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-6360-849X
William D TapDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-7779-2796
Cristina R AntonescuDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-9717-8205
Katherine S PanageasDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-6591-604X
Ronglai ShenDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0001-9694-584X
Sandra P D'AngeloDepartment of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-3736-3783

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Arden Norris and Mary Cecilia Witherwax FoundationColleen K. Boylan FamilyNCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

purposeImmune checkpoint blockade (ICB) benefits only a subset of patients with sarcoma. Biomarkers of response and resistance are needed to help guide patient selection. EXPERIMENTAL

designWe analyzed peripheral blood and tumor samples from patients with sarcoma treated in five ICB-based clinical trials. Baseline peripheral blood mononuclear cells (PBMC) underwent 11-color flow cytometry to define T-cell immunotypes. Baseline tumor tissue underwent RNA sequencing (RNA-seq) to classify tumors into four tumor microenvironment (TME) subtypes using consensus clustering of 29 functional gene expression signatures. Associations between immune features and clinical outcomes were assessed. A deep learning model was applied to baseline hematoxylin and eosin (H&E) slides to detect and quantify lymphoid aggregates in patients with available RNA-seq.

resultsAmong 178 patients with PBMC available for analysis, a proliferative (PRO) circulating T-cell immunotype was associated with poorer overall survival (OS) than lymphocyte-activation gene 3 (LAG)- or LAG+ immunotypes. RNA-seq from 67 tumors identified an immune-enriched/nonfibrotic TME subtype associated with a higher response rate, longer progression-free survival, and longer OS compared with immune-enriched/fibrotic, immune-depleted, and fibrotic subtypes. Automated analysis of 48 baseline H&E slides identified lymphoid aggregates in five tumors; four were classified as immune-enriched and two of these responded to ICB.

conclusionsPatients with sarcoma and a PRO circulating T-cell immunotype had inferior outcomes to ICB, whereas those with an immune-enriched/nonfibrotic TME had superior outcomes. Automated analysis of H&E slides showed promise in identifying patients with an immune-enriched TME. These findings support the use of a multimodal approach to identify predictors of response to immunotherapy in sarcoma.

Indexed as

Biomarkers, TumorImmune Checkpoint InhibitorsSarcomaT-LymphocytesTumor MicroenvironmentAdultAgedFemaleHumansMaleMiddle AgedPrognosisBiomarkers, TumorImmune Checkpoint Inhibitors

Identifiers

PMID41677857
PMCPMC13014529

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.