Evidence map›Paper›PMID 33658305›Full record

ArticleJournal for immunotherapy of cancer2021

Molecular correlates of response to nivolumab at baseline and on treatment in patients with RCC.

Petra Ross-Macdonald, Alice M Walsh, Scott D Chasalow, Ron Ammar, Simon Papillon-Cavanagh, Peter M Szabo, Toni K Choueiri, Mario Sznol, Megan Wind-Rotolo

Registry-linked trialOpen access · goldAbstract readClinical Trial, Phase I
In one paragraph

Article in Journal for immunotherapy of cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01358721 (An Exploratory Study to Investigate the Immunomodulatory Activity of Various Dose Levels of Anti Programmed-Death-1), which is not on this map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
5.4field-weighted citation impact, top 3% of its field
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.

NCT01358721 phase1completednot on this map

An Exploratory Study to Investigate the Immunomodulatory Activity of Various Dose Levels of Anti Programmed-Death-1 (PD-1) Antibody (BMS-936558) in Subjects With Metastatic Clear Cell Renal Cell Carcinoma (RCC).

TypeinterventionalSponsorBristol-Myers SquibbRan2011 to 2019Enrolled119ConditionsRenal Cell CarcinomaArmsBMS-936558 (Anti-PD-1)
3 · Its place in the literature

Who cites it

31 citing papers in PubMed, 44 citations in OpenAlex.

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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

9 authors at 3 institutions in 1 country.

Petra Ross-MacdonaldTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0001-5132-4396
Alice M WalshTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0001-5905-5768
Scott D ChasalowTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0003-1513-0249
Ron AmmarTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0002-6006-7392
Simon Papillon-CavanaghTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0002-0372-2266
Peter M SzaboTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA.ORCID 0000-0002-3684-135X
Toni K ChoueiriDepartment of Genitourinary Oncology, The Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts, USA.ORCID 0000-0002-9201-3217
Mario SznolYale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0003-4137-9662
Megan Wind-RotoloTranslational Medicine, Bristol Myers Squibb, Princeton, New Jersey, USA megan.windrotolo@bms.com.ORCID 0000-0001-8063-9928
Bristol-Myers Squibb (United States) · USBrigham and Women's Hospital · USYale Cancer Center · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
NCATS NIH HHS UL1 TR001863
6 · The paper itself

Abstract

backgroundNivolumab is an immune checkpoint inhibitor targeting the programmed death-1 receptor that improves survival in a subset of patients with clear cell renal cell carcinoma (ccRCC). In contrast to other tumor types that respond to immunotherapy, factors such as programmed death ligand-1 (PD-L1) status and tumor mutational burden show limited predictive utility in ccRCC. To address this gap, we report here the first molecular characterization of nivolumab response using paired index lesions, before and during treatment of metastatic ccRCC.

methodsWe analyzed gene expression and T-cell receptor (TCR) clonality using lesion-paired biopsies provided in the CheckMate 009 trial and integrated the results with their PD-L1/CD4/CD8 status, genomic mutation status and serum cytokine assays. Statistical tests included linear mixed models, logistic regression models, Fisher's exact test, and Kruskal-Wallis rank-sum test.

resultsWe identified transcripts related to response, both at baseline and on therapy, including several that are amenable to peripheral bioassays or to therapeutic intervention. At both timepoints, response was positively associated with T-cell infiltration but not associated with TCR clonality, and some non-Responders were highly infiltrated. Lower baseline T-cell infiltration correlated with elevated transcription of Wnt/β-catenin signaling components and hypoxia-regulated genes, including the Treg chemoattractant CCL28. On treatment, analysis of the non-responding patients whose tumors were highly T-cell infiltrated suggests association of the RIG-I-MDA5 pathway in their nivolumab resistance. We also analyzed our data using previous transcriptional classifications of ccRCC and found they concordantly identified a molecular subtype that has enhanced nivolumab response but is sunitinib-resistant.

conclusionOur study describes molecular characteristics of response and resistance to nivolumab in patients with metastatic ccRCC, potentially impacting patient selection and first-line treatment decisions. TRIAL REGISTRATION NUMBER: NCT01358721.

Indexed as

Biomarkers, TumorDrug Resistance, NeoplasmB7-H1 AntigenCarcinoma, Renal CellCD4 AntigensCD8 AntigensCytokinesHumansImmune Checkpoint InhibitorsKidney NeoplasmsLymphocytes, Tumor-InfiltratingMutationNivolumabProgrammed Cell Death 1 ReceptorReceptors, Antigen, T-CellTime FactorsB7-H1 AntigenBiomarkers, TumorCD274 protein, humanCD4 AntigensCD8 AntigensCytokinesImmune Checkpoint InhibitorsNivolumabPDCD1 protein, humanProgrammed Cell Death 1 ReceptorReceptors, Antigen, T-Cellgene expression profilingimmunotherapykidney neoplasmst-lymphocytestumor biomarkers

Identifiers

PMID33658305
PMCPMC7931766
OpenAlexW3134486851

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

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.