Evidence mapPaperPMID 40906987Full record

ArticleJCO precision oncology2025

Immunoprofiling at an Institutional Scale Reveals That High Numbers of Intratumoral CD8

Joao V Alessi, James R Lindsay, Anita Giobbie-Hurder, Bijaya Sharma, Kristen Felt, Priti Kumari, Tali Mazor, Ethan Cerami, William Lotter, Jennifer Altreuter and 37 more

Abstract read
In one paragraph

Article in JCO precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Trial
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  5. 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

47 authors.

Joao V AlessiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
James R LindsayDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-6295-098X
Anita Giobbie-HurderDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-2496-7737
Bijaya SharmaCenter for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA.
Kristen FeltCenter for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA.
Priti KumariDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.
Tali MazorDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-0138-9615
Ethan CeramiDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0009-0009-2340-4490
William LotterDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-9427-8833
Jennifer AltreuterDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-6545-6496
Jason WeiratherDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-0556-0616
Ian DrygDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-6173-2000
Katharina HoebelDepartment of Data Science, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-1881-7065
Michael ManosDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-0841-207X
Elio AdibDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Jennifer D CurtisDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Biagio RicciutiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-0651-2678
Alessandro Di FedericoDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-8877-4315
Fatme GhandourDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.ORCID 0000-0002-4091-0063
Eddy SaadDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0001-8700-9312
Xin-An WangDepartment of Biostatistics and Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA.ORCID 0000-0001-5236-1105
Federica PecciDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Marta HolovatskaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-0291-4960
Malini M GandhiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-8006-4148
Melissa E HughesDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Tess A O'MearaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-4778-2842
Sabrina J ChanLaboratory for Systems Pharmacology, Harvard Medical School, Boston, MA.ORCID 0000-0002-4557-2972
Kathleen PfaffCenter for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-3311-5384
Panagiotis A KonstantinopoulosDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-1032-1479
F Stephan HodiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Margaret A ShippDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-3949-6897
Sabina SignorettiDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.ORCID 0000-0002-5000-9105
Toni ChoueiriDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-9201-3217
Xiao X WeiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Sandro SantagataDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.
Glenn J HannaDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-9969-2523
Nancy U LinDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-2263-5413
Sara M TolaneyDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-5940-8671
Joyce LiuDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-3888-3972
Peter K SorgerLaboratory for Systems Pharmacology, Harvard Medical School, Boston, MA.ORCID 0000-0002-3364-1838
Neal LindemanDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.ORCID 0000-0002-7092-6859
Lynette M ShollDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.ORCID 0000-0002-9532-9735
Jonathan A NowakDepartment of Pathology, Brigham & Women's Hospital, Boston, MA.ORCID 0000-0002-0943-7407
David BarbieDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Mark M AwadDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-0928-5244
Bruce E JohnsonDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-5252-3677
Scott J RodigCenter for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-1761-9769

Funding

Human leukocyte antigen and immune response in non-small cell lung cancer: A multi-omics approachK99CA297010 · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · 2025 to 2025
$128k
NCI NIH HHS K99 CA297010
6 · The paper itself

Abstract

purposeRetrospective studies have found associations between the number of intratumoral immune cells and patient outcomes for specific cancers treated with targeted therapies. However, the clinical value of routinely quantifying intratumoral immune biomarkers using a digital pathology platform in the pan-cancer setting within an active clinical laboratory has not been established.

methodsWe developed ImmunoProfile, a daily clinical workflow that integrates automated multiplex immunofluorescence tissue staining, digital slide imaging, and machine learning-assisted scoring to quantify intratumoral CD8

resultsIn the pan-cancer cohort, patients with high numbers of intratumoral CD8

conclusionRoutinely quantifying intratumoral CD8

Indexed as

CD8-Positive T-LymphocytesLymphocytes, Tumor-InfiltratingNeoplasmsProgrammed Cell Death 1 ReceptorAdultAgedBiomarkers, TumorFemaleHumansMaleMiddle AgedProspective StudiesRisk FactorsBiomarkers, TumorPDCD1 protein, humanProgrammed Cell Death 1 Receptor

Identifiers

PMID40906987
PMCPMC12419029

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.