Evidence map›Paper›PMID 37741446›Full record

ArticleValue in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research2023

The Health Inequality Impact of Liquid Biopsy to Inform First-Line Treatment of Advanced Non-Small Cell Lung Cancer: A Distributional Cost-Effectiveness Analysis.

Jeroen P Jansen, Meera V Ragavan, Cheng Chen, Michael P Douglas, Kathryn A Phillips

Open access · hybridAbstract read
In one paragraph

Article in Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
8.0field-weighted citation impact, top 3% 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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 14 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Article
  5. Distributional Cost-Effectiveness Analysis in Genomic Medicine: Considerations for Addressing Health Equity.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2025
    Article
  6. Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. 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

5 authors at 2 institutions in 1 country.

Jeroen P JansenDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA; UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA. Electronic address: jeroen.jansen@ucsf.edu.
Meera V RagavanDivision of Hematology and Oncology, UCSF Department of Medicine, San Francisco, CA, USA.
Cheng ChenDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.
Michael P DouglasDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.
Kathryn A PhillipsDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA; UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA, USA; UCSF Philip R. Lee Institute for Health Policy, San Francisco, CA, USA.
Precision for Medicine (United States) · USUniversity of California, San Francisco · US

Funding

BUILDING THE EVIDENCE BASE FOR APPROPRIATE AND EFFICIENT IMPLEMENTATION OF EMERGING GENOMIC TESTS FOR DISEASE MANAGEMENT AND SCREENINGR01HG011792 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI PHILLIPS, KATHRYN A · 2021 to 2025
$4.6M
Coverage, Price, and Reimbursement for Multigene Tests for Cancer and Related ConditionsR01CA221870 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI PHILLIPS, KATHRYN A · 2018 to 2020
$2.2M
NCI NIH HHS R01 CA221870NHGRI NIH HHS R01 HG011792
6 · The paper itself

Abstract

objectivesTo perform a distributional cost-effectiveness analysis of liquid biopsy (LB) followed by, if needed, tissue biopsy (TB) (LB-first strategy) relative to a TB-only strategy to inform first-line treatment of advanced non-small cell lung cancer (aNSCLC) from a US payer perspective by which we quantify the impact of LB-first on population health inequality according to race and ethnicity.

methodsWith a health economic model, quality-adjusted life-years (QALYs) and costs per patient were estimated for each subgroup. Given the lifetime risk of aNSCLC, and assuming equally distributed opportunity costs, the incremental net health benefits of LB-first were calculated, which were used to estimate general population quality-adjusted life expectancy at birth (QALE) by race and ethnicity with and without LB-first. The degree of QALYs and QALE differences with the strategies was expressed with inequality indices. Their differences were defined as the inequality impact of LB-first.

resultsLB-first resulted in an additional 0.21 (95% uncertainty interval: 0.07-0.39) QALYs among treated patients, with the greatest gain observed among Asian patients (0.31 QALYs [0.09-0.61]). LB-first resulted in an increase in relative inequality in QALYs among patients, but a minor decrease in relative inequality in QALE.

conclusionsLB-first to inform first-line aNSCLC therapy can improve health outcomes. With current diagnostic performance, the benefit is the greatest among Asian patients, thereby potentially widening racial and ethnic differences in survival among patients with aNSCLC. Assuming equally distributed opportunity costs and access, LB-first does not worsen and, in fact, may reduce inequality in general population health according to race and ethnicity.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsCost-Benefit AnalysisCost-Effectiveness AnalysisHealth Status DisparitiesHumansInfant, NewbornLiquid BiopsyQuality-Adjusted Life Yearsdistributional cost-effectiveness analysishealth equityhealth inequality impactliquid biopsynon-small cell lung cancer

Identifiers

PMID37741446
PMCPMC10859998
OpenAlexW4386966152

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.