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Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention
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CEBP Focus: Geospatial Approaches to Cancer Control and Population Sciences

Contextual Impact of Neighborhood Obesogenic Factors on Postmenopausal Breast Cancer: The Multiethnic Cohort

Shannon M. Conroy, Christina A. Clarke, Juan Yang, Salma Shariff-Marco, Yurii B. Shvetsov, Song-Yi Park, Cheryl L. Albright, Andrew Hertz, Kristine R. Monroe, Laurence N. Kolonel, Loïc Le Marchand, Lynne R. Wilkens, Scarlett Lin Gomez and Iona Cheng
Shannon M. Conroy
1Cancer Prevention Institute of California, Fremont, California.
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Christina A. Clarke
1Cancer Prevention Institute of California, Fremont, California.
2Stanford Cancer Institute, Stanford, California.
3Stanford University School of Medicine, Stanford, California.
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Juan Yang
1Cancer Prevention Institute of California, Fremont, California.
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Salma Shariff-Marco
1Cancer Prevention Institute of California, Fremont, California.
2Stanford Cancer Institute, Stanford, California.
3Stanford University School of Medicine, Stanford, California.
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Yurii B. Shvetsov
4University of Hawaii Cancer Center, Honolulu, Hawaii.
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Song-Yi Park
4University of Hawaii Cancer Center, Honolulu, Hawaii.
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Cheryl L. Albright
5University of Hawaii at Manoa School of Nursing and Dental Hygiene, Honolulu, Hawaii.
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Andrew Hertz
1Cancer Prevention Institute of California, Fremont, California.
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Kristine R. Monroe
6University of Southern California, Los Angeles, California.
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Laurence N. Kolonel
4University of Hawaii Cancer Center, Honolulu, Hawaii.
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Loïc Le Marchand
4University of Hawaii Cancer Center, Honolulu, Hawaii.
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Lynne R. Wilkens
4University of Hawaii Cancer Center, Honolulu, Hawaii.
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Scarlett Lin Gomez
1Cancer Prevention Institute of California, Fremont, California.
2Stanford Cancer Institute, Stanford, California.
3Stanford University School of Medicine, Stanford, California.
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Iona Cheng
1Cancer Prevention Institute of California, Fremont, California.
2Stanford Cancer Institute, Stanford, California.
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  • For correspondence: iona.cheng@cpic.org
DOI: 10.1158/1055-9965.EPI-16-0941 Published April 2017
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Abstract

Background: While obesity is well-understood to increase breast cancer risk, the role of the neighborhood obesogenic environment, encompassing social and built environment attributes that influence body size, is poorly understood.

Methods: Using principal components factor analysis, five composite factors [neighborhood socioeconomic status (nSES), urban, mixed-land development, unhealthy food environment, parks] on the basis of geospatial data were developed to characterize the obesogenic environment for 48,247 postmenopausal women in the Multiethnic Cohort, residing predominately in Los Angeles County. We used Cox proportional hazards regression to examine the association between neighborhood obesogenic factors and breast cancer risk (n = 2,341 cases after 17 years of follow-up), adjusting for body mass index (BMI), weight gain since age 21, education, established risk factors, other neighborhood factors, and clustering by block group.

Results: Lower nSES was associated with lower breast cancer risk [quintile 1 vs. 5: HR, 0.79; 95% confidence interval (CI), 0.66–0.95], with a more pronounced association observed in Latinos (quintile 1 vs. 5: HR, 0.60; 95% CI, 0.43–0.85). More urban environments were associated with lower breast cancer risk in Japanese Americans (quintile 5 vs. 1: HR, 0.49; 95% CI, 0.26–0.90), and lower mixed-land development was associated with higher breast cancer risk in Latinos (quintile 1 vs. 5: HR, 1.46; 95% CI, 1.10–1.93).

Conclusions: Obesogenic neighborhood environment factors, especially nSES, urbanicity, and mixed-land development, were differentially and independently associated with breast cancer risk in this multiethnic population.

Impact: These findings highlight the need for additional studies of the driving contextual aspects of nSES that influence breast cancer risk. Cancer Epidemiol Biomarkers Prev; 26(4); 480–9. ©2017 AACR.

See all the articles in this CEBP Focus section, “Geospatial Approaches to Cancer Control and Population Sciences.”

Footnotes

  • Note: Supplementary data for this article are available at Cancer Epidemiology, Biomarkers & Prevention Online (http://cebp.aacrjournals.org/).

  • Received November 16, 2016.
  • Revision received January 25, 2017.
  • Accepted January 27, 2017.
  • ©2017 American Association for Cancer Research.
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Cancer Epidemiology Biomarkers & Prevention: 26 (4)
April 2017
Volume 26, Issue 4
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Contextual Impact of Neighborhood Obesogenic Factors on Postmenopausal Breast Cancer: The Multiethnic Cohort
Shannon M. Conroy, Christina A. Clarke, Juan Yang, Salma Shariff-Marco, Yurii B. Shvetsov, Song-Yi Park, Cheryl L. Albright, Andrew Hertz, Kristine R. Monroe, Laurence N. Kolonel, Loïc Le Marchand, Lynne R. Wilkens, Scarlett Lin Gomez and Iona Cheng
Cancer Epidemiol Biomarkers Prev April 1 2017 (26) (4) 480-489; DOI: 10.1158/1055-9965.EPI-16-0941

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Contextual Impact of Neighborhood Obesogenic Factors on Postmenopausal Breast Cancer: The Multiethnic Cohort
Shannon M. Conroy, Christina A. Clarke, Juan Yang, Salma Shariff-Marco, Yurii B. Shvetsov, Song-Yi Park, Cheryl L. Albright, Andrew Hertz, Kristine R. Monroe, Laurence N. Kolonel, Loïc Le Marchand, Lynne R. Wilkens, Scarlett Lin Gomez and Iona Cheng
Cancer Epidemiol Biomarkers Prev April 1 2017 (26) (4) 480-489; DOI: 10.1158/1055-9965.EPI-16-0941
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