Evidence map›Paper›PMID 37033563›Full record

ArticleCureus2023

Socioeconomic Factors Associated With a Late-Stage Pancreatic Cancer Diagnosis: An Analysis of the National Cancer Database.

Jillian M Gallegos, Alexandra Taylor, Victoria Vardell, Peter T Silberstein

Abstract read
In one paragraph

Article in Cureus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
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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

4 authors.

Jillian M GallegosOncology, Creighton University School of Medicine, Omaha, USA.
Alexandra TaylorOncology, Creighton University School of Medicine, Omaha, USA.
Victoria VardellInternal Medicine, University of Utah, Salt Lake City, USA.
Peter T SilbersteinOncology, Creighton University School of Medicine, Omaha, USA.

Funding

Utah Stimulating Access to Research in Residency Transition Scholar (StARRTS)R38HL143605 · NHLBI · UNIVERSITY OF UTAH · PI CONROY, MARGARET B, OKUYEMI, KOLAWOLE S · 2018 to 2021
$1.3M
NHLBI NIH HHS R38 HL143605
6 · The paper itself

Abstract

Background Pancreatic adenocarcinoma is an aggressive, lethal cancer. It is the fourth leading cause of cancer death in the United States and is often asymptomatic until later stages. Thus, it is critical to identify patients earlier in their disease course. Socioeconomic factors can assist in determining who is at higher risk of presenting at later stages of the disease. Using the National Cancer Database (NCDB), we aim to identify the associations between socioeconomic factors and the stage of pancreatic cancer at diagnosis. Methodology In this study, 256,822 patients from the NCDB who were diagnosed with pancreatic cancer from 2004 to 2018 at stage 0-I and stage IV were compared based on age, race, sex, ethnicity, insurance type, income, geographic location, education, and Charlson-Deyo score. Demographic factors of patients who presented with early and late-stage disease were compared using the chi-squared test and multivariate logistic regression. Results We identified significant associations between race, sex, insurance status, education, income, and geographic location with the stage of disease at diagnosis. Males were more likely to be diagnosed with late-stage cancer than early-stage (52.8% vs. 47.9%, p < 0.001). Females were more likely to have an earlier-stage diagnosis when compared to males (odds ratio (OR) = 0.857, 95% confidence interval (CI) = 0.839-0.875, p < 0.001). Black patients presented at a later stage when compared to White patients (OR = 1.106, 95% CI = 1.069-1.144, p < 0.001). Private and Medicaid insurance had higher rates of late-stage diagnosis than early stages, and all other types of insurance had lower rates of late-stage diagnosis than patients without insurance (p < 0.001). Patients from a zip code with less than $38,000 median household income and zip codes with lower levels of high school graduation had higher rates of late-stage diagnosis (p < 0.025). Conclusions Factors associated with the increased likelihood of pancreatic cancer presentation at the advanced stage compared to the early stage include multiple minority and traditionally underserved populations. Black race, underinsurance, or residing in low-income or low-education zip codes was significantly associated with presenting at a late stage, which is strongly associated with worse survival outcomes.

Indexed as

delayed diagnosishealth disparitiesncdbpancreatic cancersocioeconomic

Identifiers

PMID37033563
PMCPMC10077919

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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.