Evidence map›Paper›PMID 42779251›Full record

Observational studyCancer medicine2026

Targeted Therapy, Immunotherapy, and Molecular Testing in Advanced Solid Tumors: A Medicare Analysis.

Onur Baser, Yijia Sun

Abstract readObservational Study
In one paragraph

Observational study in Cancer medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Onur BaserDepartment of Economics, Boğaziçi University, Istanbul, Turkey.ORCID https://orcid.org/0000-0001-7447-5672
Yijia SunColumbia Data Analytics, New York, New York, USA.ORCID https://orcid.org/0009-0006-6901-8411

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background and purposeBiomarker testing and matched therapies are central to precision oncology, but their real-world uptake and clinical impact among older adults with advanced solid tumors remain poorly characterized. This retrospective observational cohort study assessed biomarker testing and guideline-concordant matched first-line therapy use and evaluated their associations with overall survival, diagnosis-to-treatment intervals, and 6-month physical functioning in these patients. MATERIAL AND

methodsThis study used linked US Medicare claims, electronic medical records, and patient-reported outcomes of fee-for-service beneficiaries ≥ 65 years with incident advanced/metastatic non-small cell lung cancer, breast, colorectal/gastric, or urothelial cancer. Biomarker testing (≤ 30 days pre-diagnosis through first-line therapy initiation) and guideline-concordant matched targeted or immunotherapy-based first-line treatment (defined as first-line initiation of a targeted or immuno-oncology agent whose approved indication corresponded to the patient's actionable biomarker within the study period [Table S5]) were assessed. Primary outcomes were overall survival, time to first-line therapy, and 6-month physical functioning. Associations were estimated using inverse probability-weighted Cox proportional hazards and marginal structural models; residual confounding was probed with E-values and landmark sensitivity analyses.

resultsAmong 39,964 beneficiaries with advanced cancers, 21.6% underwent biomarker testing. Actionable alterations were identified in 9.8% of patients, of whom 62.0% received matched first-line therapy. Testing modestly increased median diagnosis-to-treatment intervals, but delays beyond tumor-specific medians were not associated with excess mortality. Biomarker testing was associated with longer overall survival, and matched first-line therapy was associated with higher 6-month physical functioning across all cohorts (p < 0.001).

interpretationBiomarker testing and matched first-line therapies were underused but associated with longer overall survival and better physical functioning. Residual confounding is possible and the magnitude of the testing-survival association likely partially reflects selection of fitter patients into testing. Modest testing-related treatment delays were not associated with worse survival, supporting expansion of routine biomarker testing in Medicare oncology practice.

Indexed as

ImmunotherapyMolecular Targeted TherapyNeoplasmsAgedAged, 80 and overBiomarkers, TumorFemaleHumansMaleMedicarePrecision MedicineRetrospective StudiesUnited StatesBiomarkers, TumorimmunotherapyMedicaremolecular testingprecision oncologyreal‐world evidence

Identifiers

PMID42779251
PMCPMC13601854

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.