Evidence map›Paper›PMID 41212642›Full record

ArticleCancer medicine2025

Impact of Travel Burden on Timeliness of Care and Overall Survival for Breast Cancer: A National Cancer Database Analysis.

Yongzhe Wang, Christine M Quinones, Elizabeth Gonzalez, Preeti Farmah, Hans F Schoellhammer, Lorena Gonzalez, Nikita Shah, Katharine Schulz-Costello, Jennifer Tseng, Veronica C Jones

Abstract read
In one paragraph

Article in Cancer medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Yongzhe WangDepartment of Surgery, City of Hope, Duarte, California, USA.ORCID https://orcid.org/0009-0006-8771-7451
Christine M QuinonesDepartment of Surgery, City of Hope, Duarte, California, USA.
Elizabeth GonzalezSchool of Medicine, University of California, Riverside, Riverside, California, USA.
Preeti FarmahDepartment of Surgery, City of Hope, Duarte, California, USA.
Hans F SchoellhammerDepartment of Surgery, City of Hope, Duarte, California, USA.
Lorena GonzalezDepartment of Surgery, City of Hope, Duarte, California, USA.
Nikita ShahDepartment of Surgery, City of Hope, Duarte, California, USA.
Katharine Schulz-CostelloDepartment of Surgery, City of Hope, Duarte, California, USA.
Jennifer TsengDepartment of Surgery, City of Hope, Duarte, California, USA.
Veronica C JonesDepartment of Surgery, City of Hope, Duarte, California, USA.ORCID https://orcid.org/0000-0003-2084-6815

Funding

Project 2U54CA285116 · NCI · BECKMAN RESEARCH INSTITUTE/CITY OF HOPE · PI ERNEST MARTINEZ, Victoria L. Seewaldt · 2023 to 2026
$6.8M
Research EducationU54CA285114 · NCI · UNIVERSITY OF CALIFORNIA RIVERSIDE · PI ERNEST MARTINEZ, Victoria L. Seewaldt · 2023 to 2026
$6.2M
Breast Cancer Research FoundationNCI NIH HHS U54 CA285114NCI NIH HHS U54 CA285116NIH HHS U54CA285116
6 · The paper itself

Abstract

introductionTimely treatment initiation is critical to clinical outcomes in breast cancer (BC). While social determinants of health are established drivers of disparities in the timeliness of care (ToC), the impact of travel burden remains less defined. This study evaluates associations between travel burden, ToC, and overall survival (OS) in a nationally representative BC cohort.

methodsWe analyzed 283,166 BC patients from the National Cancer Database (2004-2021) with documented great circle distance (GCD), categorized as ≤ 10, 10.1-20.0, and > 20 miles. Associations between GCD and ToC-defined as time from diagnosis to first treatment and categorized as < 8, 8-12, and > 12 weeks-were assessed using negative binomial models, and associations with OS were evaluated using Cox models.

resultsCompared to patients with GCD < 10 miles, patients with GCD > 20 miles experienced delays in ToC when diagnosed with early-stage disease, especially when undergoing surgery as first treatment (RR: 1.05, 95% CI: 1.04-1.06). Compared to treatment within 8 weeks of diagnosis, treatment initiation > 12 weeks had 24% higher mortality (HR: 1.24, 95% CI: 1.14-1.35), especially among patients receiving surgery (HR: 1.31, 95% CI: 1.19-1.43) and chemotherapy (HR: 1.30, 95% CI: 1.18-1.43). Even surgery within 8-12 weeks carried an elevated risk (HR: 1.09, 95% CI: 1.02-1.16). Metropolitan patients with GCD > 20 miles had a 12% lower mortality (HR: 0.88, 95% CI: 0.81-0.96) than those ≤ 10 miles away; no such differences were observed in urban or rural groups.

conclusionTravel burden influences BC ToC and OS through geographic, clinical, and facility factors, underscoring the need for tailored interventions that address local care capacity, patient demographics, and disease profiles.

Indexed as

Breast NeoplasmsHealth Services AccessibilityTime-to-TreatmentTravelAdultAgedDatabases, FactualFemaleHumansMiddle AgedUnited Statesbreast canceroverall survivalsurgerytimeliness of caretravel burden

Identifiers

PMID41212642
PMCPMC12599556

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.