Evidence map›Paper›PMID 34156726›Full record

ArticleThe oncologist2021

Immune-Related Adverse Events as Clinical Biomarkers in Patients with Metastatic Renal Cell Carcinoma Treated with Immune Checkpoint Inhibitors.

Dylan J Martini, Subir Goyal, Yuan Liu, Sean T Evans, T Anders Olsen, Katherine Case, Benjamin L Magod, Jacqueline T Brown, Lauren Yantorni, Greta Anne Russler and 9 more

Open access · bronzeAbstract read
In one paragraph

Article in The oncologist, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
2.4field-weighted citation impact, top 8% 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.

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

32 citing papers in PubMed, 39 citations in OpenAlex.

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  10. The role of tumor types in immune-related adverse events.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2025
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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

19 authors at 2 institutions in 1 country.

Dylan J MartiniDepartment of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.ORCID 0000-0002-0843-1222
Subir GoyalDepartment of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, USA.
Yuan LiuDepartment of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, USA.
Sean T EvansWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
T Anders OlsenWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Katherine CaseWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Benjamin L MagodWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Jacqueline T BrownWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Lauren YantorniWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Greta Anne RusslerWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Sarah CaulfieldDepartment of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA.
Jamie M GoldmanWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Bassel NazhaWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Wayne B HarrisWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Haydn T KissickDepartment of Urology, Emory University School of Medicine, Atlanta, Georgia, USA.
Viraj A MasterDepartment of Urology, Emory University School of Medicine, Atlanta, Georgia, USA.
Omer KucukWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Bradley C CarthonWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.
Mehmet Asim BilenWinship Cancer Institute of Emory University, Atlanta, Georgia, USA.ORCID 0000-0003-4003-1103
Emory University · USNorthwestern University · US

Funding

Winship Cancer Institute Cancer Center Support GrantP30CA138292 · NCI · EMORY UNIVERSITY · PI Suresh S Ramalingam · 2009 to 2026
$47.5M
NCI NIH HHS P30 CA138292
6 · The paper itself

Abstract

backgroundImmune checkpoint inhibitors (ICIs) are an important treatment for metastatic renal cell carcinoma (mRCC). These agents may cause immune-related adverse events (irAEs), and the relationship between irAEs and outcomes is poorly understood. We investigated the association between irAEs and clinical outcomes in patients with mRCC treated with ICIs.

methodsWe performed a retrospective study of 200 patients with mRCC treated with ICIs at Winship Cancer Institute from 2015 to 2020. Data on irAEs were collected from clinic notes and laboratory values and grades were determined using Common Terminology Criteria in Adverse Events version 5.0. The association with overall survival (OS) and progression-free survival (PFS) was modeled by Cox proportional hazards model. Logistic regression models were used to define odds ratios (ORs) for clinical benefit (CB). Landmark analysis and extended Cox models were used to mitigate lead-time bias by treating irAEs as a time-varying covariate.

resultsMost patients (71.0%) were male, and one-third of patients (33.0%) experienced at least one irAE, most commonly involving the endocrine glands (13.0%), gastrointestinal tract (10.5%), or skin (10.0%). Patients who experienced irAEs had significantly longer OS (hazard ratio [HR], 0.52; p = .013), higher chance of CB (OR, 2.10; p = .023) and showed a trend toward longer PFS (HR, 0.71; p = .065) in multivariate analysis. Patients who had endocrine irAEs, particularly thyroid irAEs, had significantly longer OS and PFS and higher chance of CB. In a 14-week landmark analysis, irAEs were significantly associated with prolonged OS (p = .045). Patients who experienced irAEs had significantly longer median OS (44.5 vs. 18.2 months, p = .005) and PFS (7.5 vs. 3.6 months, p = .003) without landmark compared with patients who did not.

conclusionWe found that patients with mRCC treated with ICIs who experienced irAEs, particularly thyroid irAEs, had significantly improved clinical outcomes compared with patients who did not have irAEs. This suggests that irAEs may be effective clinical biomarkers in patients with mRCC treated with ICIs. Future prospective studies are warranted to validate these findings. IMPLICATIONS FOR PRACTICE: This study found that early onset immune-related adverse events (irAEs) are associated with significantly improved clinical outcomes in patients with metastatic renal cell carcinoma (mRCC) treated with immune checkpoint inhibitors (ICIs). In this site-specific irAE analysis, endocrine irAEs, particularly thyroid irAEs, were significantly associated with improved clinical outcomes. These results have implications for practicing medical oncologists given the increasing use of ICIs for the treatment of mRCC. Importantly, these results suggest that early irAEs and thyroid irAEs at any time on treatment with ICIs may be clinical biomarkers of clinical outcomes in patients with mRCC treated with ICIs.

Indexed as

Carcinoma, Renal CellKidney NeoplasmsBiomarkersHumansImmune Checkpoint InhibitorsMaleRetrospective StudiesBiomarkersImmune Checkpoint InhibitorsClinical biomarkersClinical outcomesImmune checkpoint inhibitorsImmune-related adverse eventsRenal cell carcinoma

Identifiers

PMID34156726
PMCPMC8488769
OpenAlexW3177393523

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.