Evidence map›Paper›PMID 37339389›Full record

ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2023

End-of-Life Systemic Oncologic Treatment in the Immunotherapy Era: The Role of Race, Insurance, and Practice Setting.

Maureen Canavan, Xiaoliang Wang, Mustafa Ascha, Rebecca Miksad, Timothy N Showalter, Gregory Calip, Cary P Gross, Kerin Adelson

Abstract read
In one paragraph

Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Association between the timing of palliative care consultation and end-of-life outcomes in patients with cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  3. Article
  4. Novel Systemic Anticancer Treatments and Health Services Use at the End of Life Among Adults With Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  5. Article
  6. Use of Low-Value Cancer Treatments in Medicare Advantage Versus Traditional Medicare.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  7. 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
  8. Article
  9. Associations between perceived interpersonal support and aggressiveness of care in the last month of life among patients with advanced cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
    Article
  10. Article
  11. Article
  12. You Get (offered) What You (can) Pay for: Explaining Disparities in End-of-Life Cancer Care.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Maureen CanavanYale School of Medicine, New Haven, CT.ORCID 0000-0001-9410-3542
Xiaoliang WangFlatiron Health, Inc, New York, NY.ORCID 0000-0001-5184-2935
Mustafa AschaFlatiron Health, Inc, New York, NY.ORCID 0000-0003-4706-7379
Rebecca MiksadFlatiron Health, Inc, New York, NY.ORCID 0000-0003-3194-5122
Timothy N ShowalterFlatiron Health, Inc, New York, NY.ORCID 0000-0003-1373-8496
Gregory CalipFlatiron Health, Inc, New York, NY.ORCID 0000-0002-7744-3518
Cary P GrossYale School of Medicine, New Haven, CT.
Kerin AdelsonYale School of Medicine, New Haven, CT.

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
NCATS NIH HHS UL1 TR001863
6 · The paper itself

Abstract

purposeReceipt of antineoplastic systemic treatment near end of life (EOL) has been shown to harm patient and caregiver experience, increase hospitalizations, intensive care unit and emergency department use, and drive-up costs; yet, these rates have not declined. To understand factors contributing to use of antineoplastic EOL systemic treatment, we explored its association with practice- and patient-level factors.

methodsWe included patients from a real-world electronic health record-derived deidentified database who received systemic therapy for advanced or metastatic cancer diagnosed starting in 2011 and died within 4 years between 2015 and 2019. We assessed use of EOL systemic treatment at 30 and 14 days before death. We divided treatments into three subcategories: chemotherapy alone, chemotherapy and immunotherapy in combination, and immunotherapy (with/without targeted therapy), and estimated conditional odds ratios (ORs) and 95% CIs for patient and practice factors using multivariable mixed-level logistic regression.

resultsAmong 57,791 patients from 150 practices, 19,837 received systemic treatment within 30 days of death. We observed 36.6% of White patients, 32.7% of Black patients, 43.3% of commercially insured patients, and 37.0% of Medicaid patients received EOL systemic treatment. White patients and those with commercial insurance were more likely to receive EOL systemic treatment than Black patients or those with Medicaid. Treatment at community practices was associated with higher odds of receiving 30-day systemic EOL treatment than treatment at academic centers (adjusted OR, 1.51). We observed large variations in EOL systemic treatment rates across practices.

conclusionIn a large real-world population, EOL systemic treatment rates were related to patient race, insurance type, and practice setting. Future work should examine factors that contribute to this usage pattern and its impact on downstream care. [Media: see text].

Indexed as

Antineoplastic AgentsInsuranceNeoplasmsTerminal CareDeathHumansImmunotherapyRetrospective StudiesUnited StatesAntineoplastic Agents

Identifiers

PMID37339389
PMCPMC10602547

What Socratic holds

Textmetadata
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 Socratic graph.