Evidence map›Paper›PMID 42578740›Full record

ArticleThe oncologist2026

Molecular and immune correlates of lymphocyte activation gene-3 expression in renal cell carcinoma.

Harshitha Dudipala, Adam J Dugan, Unnati Jariwala, Karyn Ronski, Jacob Mercer, Eddy Saad, Jad El Masri, Marc Machaalani, Mustafa Saleh, Kayla Viets Layng and 6 more

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Article in The oncologist, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

16 authors.

Harshitha DudipalaMoores Cancer Center, University of California San Diego, La Jolla, CA, United States.ORCID 0009-0001-3006-3390
Adam J DuganTempus AI, Inc., Chicago, IL 60654, United States.ORCID 0000-0001-5783-3781
Unnati JariwalaTempus AI, Inc., Chicago, IL 60654, United States.
Karyn RonskiTempus AI, Inc., Chicago, IL 60654, United States.
Jacob MercerTempus AI, Inc., Chicago, IL 60654, United States.
Eddy SaadDana Farber Cancer Institute, Boston, MA 02215, United States.
Jad El MasriDana Farber Cancer Institute, Boston, MA 02215, United States.
Marc MachaalaniDana Farber Cancer Institute, Boston, MA 02215, United States.ORCID 0000-0002-6708-9922
Mustafa SalehDana Farber Cancer Institute, Boston, MA 02215, United States.
Kayla Viets LayngTempus AI, Inc., Chicago, IL 60654, United States.ORCID 0000-0001-7116-334X
Yingying YuTempus AI, Inc., Chicago, IL 60654, United States.ORCID 0009-0004-7828-8646
Sabina SignorettiDana Farber Cancer Institute, Boston, MA 02215, United States.ORCID 0000-0002-5000-9105
David BraunYale Cancer Center, New Haven, CT 06510, United States.
Sumanta K PalCity of Hope Comprehensive Cancer Center, Duarte, CA 91010, United States.
Toni K ChoueiriDana Farber Cancer Institute, Boston, MA 02215, United States.ORCID 0000-0002-9201-3217
Rana R McKayMoores Cancer Center, University of California San Diego, La Jolla, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLymphocyte activation gene-3 (LAG-3) is an immune checkpoint receptor that has emerged as a biomarker of interest but its relationship with outcomes in renal cell carcinoma (RCC) is poorly characterized. This study evaluates molecular and immune correlates of LAG-3 expression and its association with outcomes.

methodsDe-identified DNA-NGS data (xT) and RNA-NGS (xR) from patients (pts) with RCC (n = 566) within the Tempus multi-modal database were analyzed using Lens. Eligible pts had first-line (1 L) immunotherapy (IO) and biopsies collected within 1 year of IO. Samples were stratified into 4 quartiles by LAG-3 RNA expression (TPM). Immune cell proportions were estimated from RNA (quanTIseq). Real-world objective response rate (rwORR) was assessed within 90 days of IO. Real-world overall survival (rwOS), defined as time from 1 L IO start to death, lost to follow-up, or 5 years after 1 L, was analyzed using Cox proportional hazard models and P-values (Wald test).

resultsThe median age was 61 and majority were male (72%), white (79%), with metastases at specimen collection (94%). BAP1 (P = .008) and NF2 (P = .015) were increased in the highest LAG-3 groups, while VHL, PBMR1, and SETD2 were not. LAG-3 correlated with higher CTLA4, PD1, PD-L1, PD-2, TIM3, and TIGIT RNA expression (all P < .001), and increased M1/M2 macrophages, NK, B, CD8 T, and Treg cell % (all P < .001). Higher LAG-3 expression was associated with improved rwORR and lower disease progression (P = .039). rwOS was not statistically significant (P = .2).

conclusionsLAG-3 is associated with distinct tumor immune features and may serve as a biomarker for early IO response in RCC.

Indexed as

Biomarkers, TumorCarcinoma, Renal CellKidney NeoplasmsAgedFemaleGene Expression Regulation, NeoplasticHumansImmunotherapyLymphocyte Activation Gene 3 ProteinMaleMiddle AgedPrognosisBiomarkers, TumorLag3 protein, humanLymphocyte Activation Gene 3 Proteinbiomarkerimmunotherapy responseLAG-3renal cell carcinoma

Identifiers

PMID42578740
PMCPMC13537524

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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.