Evidence map›Paper›PMID 41543492›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2026

Census Tract-Level Persistent Poverty and Liver Cancer Survival: A Population-Based Study.

Rongyi Wu, Rebecca D Kehm

Abstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 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
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1 · What the graph read from it

What it found

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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.

Rongyi WuDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York.ORCID 0009-0009-9797-5210
Rebecca D KehmDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York.ORCID 0000-0002-6089-6799

Funding

National Cancer Institute (NCI) R00CA263024
6 · The paper itself

Abstract

backgroundLiver cancer incidence and mortality are rising in the United States, with marked racial and socioeconomic disparities. Persistent poverty, defined as communities in which ≥20% of residents have lived below the federal poverty line for ≥30 years, is an important but understudied contextual determinant of cancer survival. This study examined the association between census tract-level persistent poverty and liver cancer survival.

methodsWe analyzed 73,695 adult, population-based patients with liver cancer ages ≥20 years, diagnosed between 2006 and 2019 in the Surveillance, Epidemiology, and End Results 17 Registries. Persistent poverty status was assigned by residence at diagnosis. Cancer-specific and overall survival were estimated using Kaplan-Meier and Cox models, adjusting for demographic factors, stage at diagnosis, and initial treatment. We evaluated effect modification by age, sex, race/ethnicity, rurality, and stage at diagnosis.

resultsOver 168,715 person-years, 56,373 deaths occurred, of which 81% were cancer-specific. Eleven percent of patients lived in persistent poverty tracts. The median cancer-specific survival was 16 months in persistent poverty tracts versus 22 months in nonpersistent tracts (P < 0.001). In fully adjusted models, persistent poverty was associated with 9% higher cancer-specific mortality (HR = 1.09; 95% CI, 1.06-1.12) and 11% higher all-cause mortality (HR = 1.11; 95% CI, 1.09-1.14). Associations were strongest in patients <65 years and with localized disease, with no significant differences by race/ethnicity, sex, or rurality.

conclusionsLiving in a persistent poverty census tract is associated with worse liver cancer survival, particularly among younger patients and those with localized disease. IMPACT: Interventions and policies targeting economically disadvantaged communities may be important for reducing liver cancer survival disparities.

Indexed as

Census TractLiver NeoplasmsPovertyAdultAgedFemaleHumansLow Socioeconomic StatusMaleMiddle AgedSEER ProgramSocioeconomic Disparities in HealthUnited States

Identifiers

PMID41543492
PMCPMC13040211

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.