Evidence map›Paper›PMID 41642093›Full record

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

Ethnic Mixture and Body Mass Index as Modifiers of Breast Cancer Risk among Native Hawaiian Women: Insights from the Multiethnic Cohort.

Dustin Valdez, Janine V Abe, Patricia Bohmann, David Bogumil, Lynne R Wilkens, Loïc Le Marchand, Christopher A Haiman, John A Shepherd, Gertraud Maskarinec

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
–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

9 authors.

Dustin ValdezUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0001-9006-2966
Janine V AbeUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0001-5308-6045
Patricia BohmannUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0002-0931-8651
David BogumilUniversity of Southern California , Los Angeles, California.ORCID 0000-0002-5001-1088
Lynne R WilkensUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0001-8408-4536
Loïc Le MarchandUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0001-5013-980X
Christopher A HaimanUniversity of Southern California , Los Angeles, California.ORCID 0000-0002-0097-9971
John A ShepherdUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0003-2280-2541
Gertraud MaskarinecUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0002-8129-958X

Funding

University of Hawaii Cancer Center CCSGP30CA071789 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI Pallav Pokhrel · 1996 to 2026
$56.2M
Understanding Population Differences in Cancer: The MEC StudyU01CA164973 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI HAIMAN, CHRISTOPHER ALAN, LE MARCHAND, LOIC · 2015 to 2025
$37.4M
Hawaii Pacific Islands Mammography RegistryR01CA263491 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI KARLA M KERLIKOWSKE, JOHN Alan SHEPHERD · 2023 to 2026
$2.8M
Multidisciplinary Training in Ethnic Diversity and Cancer DisparitiesT32CA229110 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI HAIMAN, CHRISTOPHER ALAN, LE MARCHAND, LOIC · 2019 to 2023
$2.1M
The Hawaii Advanced Training in Artificial Intelligence for Precision Nutrition Science Research (AIPrN)T32DK137523 · NIDDK · UNIVERSITY OF HAWAII AT MANOA · PI Youping Deng, RACHEL NOVOTNY · 2023 to 2026
$1.7M
National Cancer Institute (NCI) R01CA263491National Cancer Institute (NCI) T32CA229110National Cancer Institute (NCI) U01CA164973NCI NIH HHS P30 CA071789NCI NIH HHS R01 CA263491NCI NIH HHS T32 CA229110NCI NIH HHS U01 CA164973NIDDK NIH HHS T32 DK137523
6 · The paper itself

Abstract

backgroundNative Hawaiian (NH) women experience high breast cancer incidence and mortality. Although obesity is a known risk factor, the role of ethnic mixture, defined as self-reported combinations of racial or ethnic backgrounds, remains understudied. This population-based study examined whether breast cancer risk varies by ethnic mixture among NH women and whether these associations differ across body mass index (BMI) categories.

methodsWe analyzed data from 7,700 NH women in the Multiethnic Cohort Study. Participants were categorized into ethnic mixture groups as NH only, NH/White, NH/Chinese, NH/White/Chinese, NH/other Asian, and NH/other. Age-adjusted incidence rates were calculated per 1,000 person-years. Cox proportional hazards models estimated hazard ratios (HR) and 95% confidence intervals (CI), adjusting for age, BMI, and other factors.

resultsIncidence rates were highest among NH only and NH/White/Chinese (5.7 and 5.9 per 1,000 person-years) and lowest among NH/other (3.6). However, ethnic mixture was not significantly associated with risk in adjusted models. Stratified analyses showed modest, nonsignificant risk elevations among overweight NH/Chinese (HR = 1.33; 95% CI, 0.85-2.10). Among obese women, risk was consistent across all groups (HRs: 0.78-0.96), highlighting the dominant role of BMI. Overall, the association between ethnic mixture and breast cancer risk did not differ by BMI category.

conclusionsEthnic mixture was not independently associated with breast cancer risk; BMI remained a consistent predictor. These findings underscore the need for research integrating ancestry, body composition, and social context to address cancer disparities. IMPACT: Obesity, not ethnic mixture, is the dominant factor influencing breast cancer risk in NH women.

Indexed as

Body Mass IndexBreast NeoplasmsNative Hawaiian or Pacific IslanderObesityAdultAgedCohort StudiesEast Asian PeopleFemaleHawaiiHumansIncidenceMiddle AgedRisk FactorsWhite

Identifiers

PMID41642093
PMCPMC12968720

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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.