Evidence map›Paper›PMID 34433638›Full record

ArticleScience translational medicine2021

LAG-3 expression on peripheral blood cells identifies patients with poorer outcomes after immune checkpoint blockade.

Ronglai Shen, Michael A Postow, Matthew Adamow, Arshi Arora, Margaret Hannum, Colleen Maher, Phillip Wong, Michael A Curran, Travis J Hollmann, Liwei Jia and 14 more

Open access · greenAbstract read
In one paragraph

Article in Science translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers.

0numbers the graph read from it
0cells of the map it votes in
71citing papers in PubMed
6.8field-weighted citation impact, top 2% 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

71 citing papers in PubMed, 96 citations in OpenAlex.

  1. Trial
  2. Trial
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  4. Association of Circulating T Cell and Tumor Microenvironment Profiles with Immune Checkpoint Blockade Outcomes in Sarcoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
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  9. Unraveling Relatlimab-Specific Biology Using Biomarker Analyses in Patients with Advanced Melanoma in RELATIVITY-047.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Article
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11 more citing papers are in PubMed but not listed here.

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

24 authors at 2 institutions in 1 country.

Ronglai ShenDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0001-9694-584X
Michael A PostowDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0002-3367-7961
Matthew AdamowImmune Monitoring Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0002-7709-0126
Arshi AroraDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0002-4040-1787
Margaret HannumDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Colleen MaherDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.
Phillip WongImmune Monitoring Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Michael A CurranDepartment of Immunology, University of Texas, MD Anderson Cancer Center, Houston, TX 77030, USA.ORCID 0000-0003-4996-7207
Travis J HollmannParker Institute for Cancer Immunotherapy, San Francisco, CA 94129, USA.ORCID 0000-0003-1599-0433
Liwei JiaDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0002-2118-6428
Hikmat Al-AhmadieDepartment of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0002-2938-6627
Niamh KeeganDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0002-5145-4892
Samuel A FuntDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0002-7235-6319
Gopa IyerDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.
Jonathan E RosenbergDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0003-2637-4249
Dean F BajorinDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0003-4001-7088
Paul B ChapmanDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0003-1618-0811
Alexander N ShoushtariDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0002-8065-4412
Allison S BetofDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0001-6422-2997
Parisa MomtazDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.
Taha MerghoubDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0002-1518-5111
Jedd D WolchokDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.ORCID 0000-0001-6718-2222
Katherine S PanageasDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.ORCID 0000-0002-6591-604X
Margaret K CallahanDepartment of Medicine, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA. callaham@mskcc.org.ORCID 0000-0002-9087-0012
Memorial Sloan Kettering Cancer Center · USThe University of Texas MD Anderson Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
SPORE in Bladder CancerP50CA221745 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI OSTROVNAYA, IRINA · 2018 to 2024
$11.8M
UROLOGY ONCOLOGY RESEARCH TRAINING GRANTT32CA082088 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Brett Stewart Carver · 1999 to 2026
$7.1M
NCI NIH HHS P30 CA008748NCI NIH HHS P50 CA221745NCI NIH HHS T32 CA082088
6 · The paper itself

Abstract

Immune checkpoint blocking antibodies are a cornerstone in cancer treatment; however, they benefit only a subset of patients and biomarkers to guide immune checkpoint blockade (ICB) treatment choices are lacking. We designed this study to identify blood-based correlates of clinical outcome in ICB-treated patients. We performed immune profiling of 188 ICB-treated patients with melanoma using multiparametric flow cytometry to characterize immune cells in pretreatment peripheral blood. A supervised statistical learning approach was applied to a discovery cohort to classify phenotypes and determine their association with survival and treatment response. We identified three distinct immune phenotypes (immunotypes), defined in part by the presence of a LAG-3

Indexed as

Carcinoma, Transitional CellUrinary Bladder NeoplasmsBiomarkers, TumorHumansImmune Checkpoint InhibitorsT-LymphocytesBiomarkers, TumorImmune Checkpoint Inhibitors

Identifiers

PMID34433638
PMCPMC9254663
OpenAlexW3195744482

What OpenQuestion holds

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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 OpenQuestion graph.