Evidence map›Paper›PMID 35027754›Full record

ArticleNature medicine2022

T cell characteristics associated with toxicity to immune checkpoint blockade in patients with melanoma.

Alexander X Lozano, Aadel A Chaudhuri, Aishwarya Nene, Antonietta Bacchiocchi, Noah Earland, Matthew D Vesely, Abul Usmani, Brandon E Turner, Chloé B Steen, Bogdan A Luca and 10 more

Open access · greenAbstract read
In one paragraph

Article in Nature medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 206 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
206citing papers in PubMed, 5 pooled it
33.3field-weighted citation impact, top 1% 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

206 citing papers in PubMed, 5 syntheses or guidelines pooled it, 313 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Guideline
  5. Pooled it
  6. Trial
  7. Review
  8. Review
  9. Article
  10. Review
  11. Article
  12. Immune Checkpoint Inhibitor-Associated Inflammatory Arthritis.Arthritis & rheumatology (Hoboken, N.J.) · 2026
    Review
  13. Article
  14. Article
  15. Article
  16. Article
  17. Translational cancer research · 2026
    Article
  18. Pulmonary toxicity of immune checkpoint inhibitors.Breathe (Sheffield, England) · 2026
    Review
  19. Article
  20. Review

146 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 7 institutions in 3 countries.

Alexander X Lozano *Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-8424-291X
Aadel A Chaudhuri *Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA. aadel@wustl.edu.ORCID http://orcid.org/0000-0003-3115-3061
Aishwarya Nene *Yale School of Medicine, Yale University, New Haven, CT, USA.ORCID http://orcid.org/0000-0002-5160-5080
Antonietta BacchiocchiDepartment of Dermatology, Yale University School of Medicine, New Haven, CT, USA.
Noah EarlandDepartment of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA.
Matthew D VeselyDepartment of Dermatology, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0001-9363-945X
Abul UsmaniDepartment of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA.ORCID http://orcid.org/0000-0001-5485-7323
Brandon E TurnerInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
Chloé B SteenInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-7290-7128
Bogdan A LucaStanford Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.
Ti BadriDepartment of Immunobiology, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0002-9869-7541
Gunsagar S GulatiInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
Milad R VahidInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
Farnaz KhamenehInstitute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA.
Peter K HarrisDepartment of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA.
David Y ChenSiteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA.ORCID http://orcid.org/0000-0002-3681-6576
Kavita DhodapkarAflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Emory University, Atlanta, GA, USA.
Mario SznolDepartment of Medicine, Division of Medical Oncology, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0003-4137-9662
Ruth HalabanDepartment of Dermatology, Yale University School of Medicine, New Haven, CT, USA.ORCID http://orcid.org/0000-0001-8451-1964
Aaron M Newman *Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA. amnewman@stanford.edu.ORCID http://orcid.org/0000-0002-1857-8172
California Institute for Regenerative Medicine · USWashington University in St. Louis · USYale University · USYale Cancer Center · USEmory University · USStanford University · USUniversity of Toronto · CA

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
NATIONAL RESEARCH SERVICE AWARD-MEDICAL SCIENTISTT32GM007200 · NIGMS · WASHINGTON UNIVERSITY · PI YOKOYAMA, WAYNE M. · 1985 to 2024
$59.8M
Institutional Career Development CoreKL2TR001862 · NCATS · YALE UNIVERSITY · PI CANTLEY, LLOYD G, EDELMAN, E. JENNIFER · 2016 to 2025
$12.2M
Short-Term Reserch Training: Students in Health SchoolsT35HL007649 · NHLBI · YALE UNIVERSITY · PI Sarwat I Chaudhry, Erica L Herzog · 1987 to 2026
$5.7M
B cells in autoimmunity following checkpoint blockade therapyR01CA238471 · NCI · EMORY UNIVERSITY · PI DHODAPKAR, KAVITA MADHAV, SANZ, IGNACIO E. · 2019 to 2023
$2.3M
B cell depletion to prevent autoimmunityR01AR077926 · NIAMS · EMORY UNIVERSITY · PI DHODAPKAR, KAVITA MADHAV, SANZ, IGNACIO E. · 2020 to 2023
$1.6M
Epigenetic Regulation of Cutaneous TumorigenesisK08CA237727 · NCI · WASHINGTON UNIVERSITY · PI CHEN, DAVID · 2020 to 2024
$1.2M
Ultrasensitive Quantitation of Circulating Tumor DNAR00CA187192 · NCI · STANFORD UNIVERSITY · PI NEWMAN, AARON M · 2017 to 2019
$747k
Cell-Free Nucleic Acids for Early Treatment Response Assessment of Hepatocellular CancerK08CA238711 · NCI · WASHINGTON UNIVERSITY · PI CHAUDHURI, AADEL · 2019 to 2021
$647k
Integrative genomic biomarkers for predicting response to immunotherapy in melanoma patientsR21CA218950 · NCI · YALE UNIVERSITY · PI HALABAN, RUTH · 2017 to 2018
$401k
NCATS NIH HHS KL2 TR001862NCATS NIH HHS UL1 TR001863NCI NIH HHS K08 CA237727NCI NIH HHS K08 CA238711NCI NIH HHS R00 CA187192NCI NIH HHS R01 CA238471NCI NIH HHS R21 CA218950NHLBI NIH HHS T35 HL007649NIAMS NIH HHS R01 AR077926NIGMS NIH HHS T32 GM007200
6 · The paper itself

Abstract

Severe immune-related adverse events (irAEs) occur in up to 60% of patients with melanoma treated with immune checkpoint inhibitors (ICIs). However, it is unknown whether a common baseline immunological state precedes irAE development. Here we applied mass cytometry by time of flight, single-cell RNA sequencing, single-cell V(D)J sequencing, bulk RNA sequencing and bulk T cell receptor (TCR) sequencing to study peripheral blood samples from patients with melanoma treated with anti-PD-1 monotherapy or anti-PD-1 and anti-CTLA-4 combination ICIs. By analyzing 93 pre- and early on-ICI blood samples and 3 patient cohorts (n = 27, 26 and 18), we found that 2 pretreatment factors in circulation-activated CD4 memory T cell abundance and TCR diversity-are associated with severe irAE development regardless of organ system involvement. We also explored on-treatment changes in TCR clonality among patients receiving combination therapy and linked our findings to the severity and timing of irAE onset. These results demonstrate circulating T cell characteristics associated with ICI-induced toxicity, with implications for improved diagnostics and clinical management.

Indexed as

Immune Checkpoint InhibitorsMelanomaHumansRetrospective StudiesT-LymphocytesImmune Checkpoint Inhibitors

Identifiers

PMID35027754
PMCPMC8866214
OpenAlexW4206697524

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.