Evidence map›Paper›PMID 39865262›Full record

ArticleBMC cancer2025

The association of travel distance and other patient characteristics with breast cancer stage at diagnosis and treatment completion at a rural Rwandan cancer facility.

Kayleigh Bhangdia, Abirami Natarajan, Niclas Rudolfson, Stéphane Verguet, Marcia C Castro, Jean-Marie Vianney Dusengimana, Cyprien Shyirambere, Lauren E Schleimer, Lawrence N Shulman, Aline Umwizerwa and 9 more

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Total treatment interval and quality of life of women living with breast cancer in Ethiopia: the mediating role of financial toxicity.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
  4. Association between time to treatment and financial toxicity among women with breast cancer in Ethiopia: a multicentre study in a low-resource setting.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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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

19 authors.

Kayleigh Bhangdia *Institute for Health Metrics and Evaluation, Seattle, WA, USA.
Abirami Natarajan *Dana-Farber Cancer Institute, Boston, MA, USA.
Niclas RudolfsonLund University, Lund, Sweden.
Stéphane VerguetDepartment of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, USA.
Marcia C CastroDepartment of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA, USA.
Jean-Marie Vianney DusengimanaPartners in Health Rwanda/Inshuti Mu Buzima, Butaro, Rwanda.
Cyprien ShyiramberePartners in Health Rwanda/Inshuti Mu Buzima, Butaro, Rwanda.
Lauren E SchleimerDepartment of Surgery, Columbia University Medical Center, New York, NY, USA.
Lawrence N ShulmanAbramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA.
Aline UmwizerwaPartners in Health Rwanda/Inshuti Mu Buzima, Butaro, Rwanda.
Catherine KigonyaPartners in Health Rwanda/Inshuti Mu Buzima, Butaro, Rwanda.
John ButonziMinistry of Health, Kigali, Rwanda.
Emily MacDuffieAbramson Cancer Center, University of Pennsylvania, Philadelphia, PA, USA.
Temidayo FadeluDana-Farber Cancer Institute, Boston, MA, USA.
Daniel S O'NeilDepartment of Internal Medicine & Yale Cancer Center, Yale University School of Medicine, New Haven, CT, USA.
Cam NguyenUniversity of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Tharcisse MpungaUniversity Teaching Hospital of Kigali, Kigali, Rwanda.
Nancy L KeatingBrigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA.
Lydia E PaceBrigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA. lpace@bwh.harvard.edu.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Evaluating breast cancer care in rural RwandaK07CA215819 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI PACE, LYDIA · 2018 to 2023
$1.0M
Implementing breast cancer screening using clinical breast exam in the primary health centers of Abuja, NigeriaK08CA279913 · NCI · YALE UNIVERSITY · PI Daniel S O'Neil · 2024 to 2026
$855k
NCATS NIH HHS UL1 TR001863NCI NIH HHS K07 CA215819NCI NIH HHS K07CA215819NCI NIH HHS K08 CA279913
6 · The paper itself

Abstract

backgroundButaro Cancer Center of Excellence (BCCOE) was founded to serve Rwanda's rural low-income population, providing subsidized cancer diagnosis and treatment with transport stipends for the lowest-income patients. We examined whether travel distance to BCCOE was associated with advanced-stage diagnoses and treatment completion.

methodsWe conducted a retrospective cohort study using medical record data from BCCOE patients with pathologically-confirmed breast cancer from 2012-2016. Women with no prior surgery were included in the stage analysis; those with non-metastatic disease were included in the treatment analysis. We calculated travel distances using spatial analytic software and used multivariable logistic regression to examine the association of distance and other patient characteristics with late-stage diagnoses and treatment completion within one year of diagnosis.

resultsThe analytic cohort for stage included 426 patients; 75.1% had late-stage (stage 3 or 4) disease. In univariable analyses, patients residing in BCCOE's surrounding district had a lower proportion of late-stage diagnoses compared to those residing outside the district (57.9% v 76.8%, p = 0.02). In adjusted analyses, odds of late-stage diagnosis were 2.46 (95% CI:1.21-5.12) times higher among those in distance quartile 4 (> 135.8 km) versus 1 (< 55.7 km); the effect of distance was less strong in sensitivity analyses excluding patients from BCCOE's surrounding district. Patients from sectors with > 50% poverty had 2.33 times higher odds of late-stage diagnoses (95% CI:1.07-5.26) relative to those with poverty < 30%. In the treatment completion cohort (n = 348), 49.1% of patients completed surgery and chemotherapy within a year. In adjusted analyses, travel distance and poverty were not linearly associated with treatment completion.

conclusionsAt Rwanda's first public cancer facility, sector-level poverty and longer travel distances were associated with late-stage breast cancer diagnoses, but less clearly associated with treatment completion, perhaps partly due to travel stipends provided to the lowest-income individuals undergoing treatment. Our findings support further investigation into wider use of travel stipends to facilitate early diagnosis and treatment completion.

Indexed as

Breast NeoplasmsCancer Care FacilitiesHealth Services AccessibilityTravelAdultAgedFemaleHumansMiddle AgedNeoplasm StagingPovertyRetrospective StudiesRural PopulationRwandaAfricaBreast cancerCancer stageDisparitiesDistanceGlobal cancerOutcomesRwandaTravel

Identifiers

PMID39865262
PMCPMC11771020

What OpenQuestion holds

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LicenceCC BY
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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.