Evidence map›Paper›PMID 33789879›Full record

ArticleJournal for immunotherapy of cancer2021

Prediction of severe immune-related adverse events requiring hospital admission in patients on immune checkpoint inhibitors: study of a population level insurance claims database from the USA.

Mark Kalinich, William Murphy, Shannon Wongvibulsin, Vartan Pahalyants, Kun-Hsing Yu, Chenyue Lu, Feicheng Wang, Leyre Zubiri, Vivek Naranbhai, Alexander Gusev and 3 more

Open access · goldAbstract read
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. Cited by 55 papers.

0numbers the graph read from it
0cells of the map it votes in
55citing papers in PubMed
4.5field-weighted citation impact, top 4% 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

55 citing papers in PubMed, 72 citations in OpenAlex.

  1. Trial
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  9. Immune checkpoint inhibitor associated lichenoid eruptions: a review of non-steroidal systemic maintenance therapies.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Review
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  15. Immune Checkpoint Inhibitor-associated Pneumonitis: A Narrative Review.The western journal of emergency medicine · 2025
    Review
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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

13 authors at 4 institutions in 1 country.

Mark Kalinich *Harvard Medical School, Boston, Massachusetts, USA.
William Murphy *Harvard Medical School, Boston, Massachusetts, USA.ORCID 0000-0002-8884-3760
Shannon WongvibulsinDepartment of Dermatology, Massachusetts General Hospital, Boston, Massachusetts, USA.
Vartan PahalyantsHarvard Medical School, Boston, Massachusetts, USA.
Kun-Hsing YuDepartment of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, USA.
Chenyue LuDepartment of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, USA.
Feicheng WangDepartment of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, USA.
Leyre ZubiriDepartment of Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts, USA.
Vivek NaranbhaiDepartment of Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts, USA.
Alexander GusevDepartment of Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
Shawn G KwatraDepartment of Dermatology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Kerry L ReynoldsDepartment of Oncology, Massachusetts General Hospital Cancer Center, Boston, Massachusetts, USA.
Yevgeniy R SemenovDepartment of Dermatology, Massachusetts General Hospital, Boston, Massachusetts, USA YSEMENOV@mgh.harvard.edu.
Harvard University · USMassachusetts General Hospital · USJohns Hopkins University · USDana-Farber Cancer Institute · US

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM007309 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI COX, ANDREA L · 1985 to 2019
$43.2M
Mechanically mediated genomic changes during the metastatic cascadeF30CA224588 · NCI · HARVARD MEDICAL SCHOOL · PI KALINICH, MARK · 2018 to 2019
$86k
NCI NIH HHS F30 CA224588NIGMS NIH HHS T32 GM007309NIGMS NIH HHS T32 GM007753
6 · The paper itself

Abstract

backgroundImmune-related adverse events (irAEs) are a serious side effect of immune checkpoint inhibitor (ICI) therapy for patients with advanced cancer. Currently, predisposing risk factors are undefined but understanding which patients are at increased risk for irAEs severe enough to require hospitalization would be beneficial to tailor treatment selection and monitoring.

methodsWe performed a retrospective review of patients with cancer treated with ICIs using unidentifiable claims data from an Aetna nationwide US health insurance database from January 3, 2011 to December 31, 2019, including patients with an identified primary cancer and at least one administration of an ICI. Regression analyses were performed. Main outcomes were incidence of and factors associated with irAE requiring hospitalization in ICI therapy.

resultsThere were 68.8 million patients identified in the national database, and 14 378 patients with cancer identified with at least 1 administration of ICI in the study period. Patients were followed over 19 117 patient years and 504 (3.5%) developed an irAE requiring hospitalization. The incidence of irAEs requiring hospitalization per patient ICI treatment year was 2.6%, rising from 0% (0/71) in 2011 to 3.7% (93/2486) in 2016. Combination immunotherapy (OR: 2.44, p<0.001) was associated with increased odds of developing irAEs requiring hospitalization, whereas older patients (OR 0.98 per additional year, p<0.001) and those with non-lung cancer were associated with decreased odds of irAEs requiring hospitalization (melanoma OR: 0.70, p=0.01, renal cell carcinoma OR: 0.71, p=0.03, other cancers OR: 0.50, p<0.001). Sex, region, zip-code-imputed income, and zip-code unemployment were not associated with incidence of irAE requiring hospitalization. Prednisone (72%) and methylprednisolone (25%) were the most common immunosuppressive treatments identified in irAE hospitalizations.

conclusionsWe found that 3.5% of patients initiating ICI therapy experienced irAEs requiring hospitalization and immunosuppression. The odds of irAEs requiring hospitalization were higher with younger age, treatment with combination ICI therapy (cytotoxic T lymphocyte-associated 4 and programmed cell death protein 1 (PD-1) or programmed death-ligand 1 (PD-L1)), and lower for other cancers compared with patients on PD-1 or PD-L1 inhibitors with lung cancer. This evidence from the first nationwide study of irAEs requiring hospitalization in the USA identified the real-world epidemiology, risk factors, and treatment patterns of these irAEs which may guide treatment and management decisions.

Indexed as

Patient AdmissionAdministrative Claims, HealthcareAgedDatabases, FactualDrug-Related Side Effects and Adverse ReactionsFemaleHumansImmune Checkpoint InhibitorsImmunosuppressive AgentsIncidenceMaleMiddle AgedNeoplasmsRetrospective StudiesRisk AssessmentRisk FactorsImmune Checkpoint InhibitorsImmunosuppressive AgentsImmunotherapy

Identifiers

PMID33789879
PMCPMC8016099
OpenAlexW3144754562

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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.