Evidence map›Paper›PMID 33955118›Full record

ArticleThe oncologist2021

The Impact of Adverse Events on Health Care Resource Utilization, Costs, and Mortality Among Patients Treated with Immune Checkpoint Inhibitors.

Saby George, Elizabeth J Bell, Ying Zheng, Ruth Kim, John White, Geeta Devgan, Jodi Smith, Lincy S Lal, Nicole M Engel-Nitz, Frank X Liu

Open access · greenAbstract 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 30 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 2 pooled it
4.1field-weighted citation impact, top 5% 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

30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 34 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Article
  6. Review
  7. Article
  8. Machine learning approaches to predict early cardiac immune-related adverse events in patients receiving immune checkpoint inhibitors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  9. Review
  10. Article
  11. Article
  12. Review
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  14. Healthcare utilization in cancer patients treated with immune checkpoint inhibitors: a population-based study of all patients and 1-year survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  15. Article
  16. Improving assessment of financial toxicity of cancer immunotherapy.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  17. Cost-Effectiveness of [Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2025
    Article
  18. Article
  19. Receiving immunotherapy for the treatment of advanced renal cell carcinoma is associated with higher burden of illness, coagulopathy, cardiac arrhythmia, and disparities.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  20. Article
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

10 authors at 3 institutions in 1 country.

Saby GeorgeRoswell Park Comprehensive Cancer Center, Buffalo, New York, USA.ORCID 0000-0002-0444-5870
Elizabeth J BellOptum, Eden Prairie, Minnesota, USA.
Ying ZhengEmmanuel Merck, Darmstadt Serono, Inc., Rockland, Massachusetts, USA.
Ruth KimPfizer Inc., New York, New York, USA.
John WhiteOptum, Eden Prairie, Minnesota, USA.
Geeta DevganPfizer Inc., New York, New York, USA.
Jodi SmithEmmanuel Merck, Darmstadt Serono, Inc., Rockland, Massachusetts, USA.
Lincy S LalOptum, Eden Prairie, Minnesota, USA.
Nicole M Engel-NitzOptum, Eden Prairie, Minnesota, USA.
Frank X LiuEmmanuel Merck, Darmstadt Serono, Inc., Rockland, Massachusetts, USA.
Optum (United States) · USPfizer (United States) · USRoswell Park Comprehensive Cancer Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWe investigated the association between adverse events (AEs) suspected to be immune-related and health care resource utilization, costs, and mortality among patients receiving programmed cell death 1/programmed cell death ligand 1 immune checkpoint inhibitor (ICI) monotherapy for urothelial carcinoma, renal cell carcinoma, non-small cell lung cancer, or Merkel cell carcinoma. PATIENTS AND

methodsWe conducted a retrospective cohort study using medical and pharmacy claims and enrollment information from U.S. commercial and Medicare Advantage with Part D enrollees in the Optum Research Database from March 1, 2014, through April 30, 2019. Claims were linked with mortality data from the Social Security Death Index and the National Death Index. Eligible patients had at least one ICI claim between September 1, 2014, and April 30, 2019.

resultsAfter adjusting for potential confounding variables, we found patients with AEs had more than double the risk of an inpatient stay (hazard ratio [HR], 2.2; 95% confidence interval [CI], 1.9-2.5) and an 80% higher risk of an emergency visit (HR, 1.8; 95% CI, 1.6-2.1) than patients without AEs. Adjusted 6-month total costs were $24,301 higher among patients with an AE versus those without ($99,037 vs. $74,736; 95% CI, $18,828-29,774; p < .001). Mean ± SD AE-related medical costs averaged $2,359 ± $7,496 per patient per month, driven by inpatient visits, which accounted for 89.9% of AE-related costs. Adjusted risk of mortality was similar in patients with and without AEs.

conclusionPatients with AEs had higher risks of hospitalizations, emergency room visits, and higher health care costs, driven by inpatient stays, than patients without AEs. The adjusted risk of mortality was similar between the two cohorts. IMPLICATIONS FOR PRACTICE: Patients taking immune checkpoint inhibitors (ICIs) who had adverse events (AEs) had significantly higher health care costs and utilization, driven by inpatient stays, compared with patients who did not. Given this high cost associated with AEs and the differences in the side effect profile of ICIs versus traditional chemotherapy, it is important for physicians to be cognizant of these differences when treating patients with ICIs. Ongoing evaluation, earlier recognition, and more effective, multidisciplinary management of AEs may improve patient outcomes and reduce the need for costly inpatient stays.

Indexed as

Carcinoma, Non-Small-Cell LungCarcinoma, Transitional CellLung NeoplasmsUrinary Bladder NeoplasmsAgedHealth Care CostsHumansImmune Checkpoint InhibitorsMedicareRetrospective StudiesUnited StatesImmune Checkpoint InhibitorsAdverse eventsCostHealth care resource utilizationImmune checkpoint inhibitorsSurvival

Identifiers

PMID33955118
PMCPMC8265346
OpenAlexW3158684490

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.