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Guan A, Talingdan AS, Tanjasiri SP, Kanaya AM, Gomez SL. Lessons Learned from Immigrant Health Cohorts: A Review of the Evidence and Implications for Policy and Practice in Addressing Health Inequities among Asian Americans, Native Hawaiians, and Pacific Islanders. Annu Rev Public Health 2024; 45:401-424. [PMID: 38109517 DOI: 10.1146/annurev-publhealth-060922-040413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
The health of Asian Americans, Native Hawaiians, and Pacific Islanders (AANHPI) is uniquely impacted by structural and social determinants of health (SSDH) shaped by immigration policies and colonization practices, patterns of settlement, and racism. These SSDH also create vast heterogeneity in disease risks across the AANHPI population, with some ethnic groups having high disease burden, often masked with aggregated data. Longitudinal cohort studies are an invaluable tool to identify risk factors of disease, and epidemiologic cohort studies among AANHPI populations have led to seminal discoveries of disease risk factors. This review summarizes the limited but growing literature, with a focus on SSDH factors, from seven longitudinal cohort studies with substantial AANHPI samples. We also discuss key information gaps and recommendations for the next generation of AANHPI cohorts, including oversampling AANHPI ethnic groups; measuring and innovating on measurements of SSDH; emphasizing the involvement of scholars from diverse disciplines; and, most critically, engaging community members to ensure relevancy for public health, policy, and clinical impact.
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Affiliation(s)
- Alice Guan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California, USA;
| | - Ac S Talingdan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California, USA;
| | - Sora P Tanjasiri
- Department of Health, Society, and Behavior, and Chao Family Comprehensive Cancer Center, University of California, Irvine, California, USA
| | - Alka M Kanaya
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California, USA;
- Department of Medicine, University of California, San Francisco, California, USA
| | - Scarlett L Gomez
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California, USA;
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California, USA
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Park SY, Setiawan VW, Crimmins EM, White LR, Wu AH, Cheng I, Darst BF, Haiman CA, Wilkens LR, Le Marchand L, Lim U. Racial and Ethnic Differences in the Population-Attributable Fractions of Alzheimer Disease and Related Dementias. Neurology 2024; 102:e208116. [PMID: 38232335 PMCID: PMC11097758 DOI: 10.1212/wnl.0000000000208116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/22/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Previous studies estimated that modifiable risk factors explain up to 40% of the dementia cases in the United States and that this population-attributable fraction (PAF) differs by race and ethnicity-estimates of future impact based on the risk factor prevalence in contemporary surveys. The aim of this study was to determine the race-specific and ethnicity-specific PAF of late-onset Alzheimer disease and related dementias (ADRDs) based on the risk factor prevalence and associations observed on the same individuals within a prospective cohort. METHODS Data were from Multiethnic Cohort Study participants (African American, Japanese American, Latino, Native Hawaiian, and White) enrolled in Medicare Fee-for-Service. We estimated the PAF based on the prevalence of risk factors at cohort baseline and their mutually adjusted association with subsequent ADRD incidence. Risk factors included low educational attainment and midlife exposures to low neighborhood socioeconomic status, unmarried status, history of hypertension, stroke, diabetes or heart disease, smoking, physical inactivity, short or long sleep duration, obesity, and low-quality diet, as well as APOE ε4 for a subset. RESULTS Among 91,881 participants (mean age 59.3 at baseline, 55.0% female participants), 16,507 incident ADRD cases were identified from Medicare claims (1999-2016, mean follow-up 9.3 years). The PAF for nongenetic factors combined was similar in men (24.0% [95% CI 21.3-26.6]) and women (22.8% [20.3-25.2]) but varied across Japanese American (14.2% [11.1-17.2]), White (21.9% [19.0-24.7]), African American (27.8% [22.3-33.0]), Native Hawaiian (29.3% [21.0-36.7]), and Latino (33.3% [27.5-38.5]) groups. The combined PAF was attenuated when accounting for competing risk of death, in both men (10.4%) and women (13.9%) and across racial and ethnic groups (4.7%-25.5%). The combined PAF was also different by age at diagnosis and ADRD subtypes, higher for younger (65-74 years: 43.2%) than older (75-84 years: 32.4%; ≥85 years: 11.3%) diagnoses and higher for vascular or unspecified ADRD than for AD or Lewy body dementia. An additional PAF of 11.8% (9.9-13.6) was associated with APOE ε4, which together with nongenetic risk factors accounted for 30.6% (25.8-35.1) of ADRD. DISCUSSION Known risk factors explained about a third of the ADRD cases but with unequal distributions across racial and ethnic groups.
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Affiliation(s)
- Song-Yi Park
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Veronica Wendy Setiawan
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Eileen M Crimmins
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Lon R White
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Anna H Wu
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Iona Cheng
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Burcu F Darst
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Christopher A Haiman
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Lynne R Wilkens
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Loїc Le Marchand
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Unhee Lim
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
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Gomez SL, Cheng I. Next-generation epidemiologic cohorts for cancer aetiology. Nat Rev Cancer 2024; 24:93-94. [PMID: 38102343 DOI: 10.1038/s41568-023-00652-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2023]
Affiliation(s)
- Scarlett Lin Gomez
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA.
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
| | - Iona Cheng
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
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Kim J, de Leeuw E, Harris-Roxas B, Sainsbury P. Five urban health research traditions: A meta-narrative review. Soc Sci Med 2023; 336:116265. [PMID: 37820495 DOI: 10.1016/j.socscimed.2023.116265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 07/10/2023] [Accepted: 09/22/2023] [Indexed: 10/13/2023]
Abstract
Urban health scholars explore the connection between the urban space and health through ontological perspectives that are shaped by their disciplinary traditions. Without explicit recognition of the different approaches, there are barriers to collaboration. This paper maps the terrain of the urban health scholarship to identify key urban health research traditions; and to articulate the main features distinguishing these different traditions. We apply a meta-narrative review guided by a bibliometric co-citation network analysis to the body of research on urban health retrieved from the Web of Science Core Collection. Five urban health research traditions were identified: (1) sustainable urban development, (2) urban ecosystem services, (3) urban resilience, (4) healthy urban planning, and (5) urban green spaces. Each research tradition has a different conceptual and thematic perspective to addressing urban health. These include perspectives on the scale of the urban health issue of interest, and on the conceptualisation of the urban context and health. Additionally, we developed a framework to allow for better differentiation between the differing research traditions based on (1) perspectives of the urban system as complicated or complex, (2) the preferred locus of change as a function of structure and agency and (3) the geographic scale of the urban health issue that is addressed. These dimensions have even deeper implications for transdisciplinary collaboration as they are underpinned by paradigmatic differences, rather than disciplinary differences. We conclude that it is essential for urban health researchers to reflect on the different urban health approaches and seek coherence by understanding their similarities and differences. Such endeavours are required to produce and interpret transdisciplinary knowledge for the goal of improving health by transforming urban systems.
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Affiliation(s)
- Jinhee Kim
- Centre for Primary Health Care & Equity, University of New South Wales, Australia.
| | - Evelyne de Leeuw
- Centre for Primary Health Care & Equity, University of New South Wales, Australia; Chaire d'Excellence en Recherche Canada 'Une Seule Santé Urbaine', École de Santé Publique Université de Montréal ESPUM, Québec, Canada; Healthy Urban Environments (HUE) Collaboratory, Maridulu Budyari Gumal Sydney Partnership for Health, Education, Research and Enterprise SPHERE, Australia.
| | - Ben Harris-Roxas
- School of Population Health, University of New South Wales, Australia.
| | - Peter Sainsbury
- School of Medicine Sydney, University of Notre Dame, Australia.
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Pichardo MS, Ferrucci LM, Molina Y, Esserman DA, Irwin ML. Structural Racism, Lifestyle Behaviors, and Obesity-related Cancers among Black and Hispanic/Latino Adults in the United States: A Narrative Review. Cancer Epidemiol Biomarkers Prev 2023; 32:1498-1507. [PMID: 37650844 PMCID: PMC10872641 DOI: 10.1158/1055-9965.epi-22-1147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 05/02/2023] [Accepted: 08/29/2023] [Indexed: 09/01/2023] Open
Abstract
One in three adults in the United States has obesity; a chronic disease that is implicated in the etiology of at least 14 cancers. Cancer is the leading cause of death among U.S. Hispanic/Latino adults and the second most common cause of death, after cardiovascular disease, for Black adults. Our country's legacy in overt discrimination (e.g., slavery, segregation) generated inequities across all spheres in which people function as defined by the socioecological model-biological, individual, community, structural-and two of the many areas in which it manifests today are the disproportionate burden of obesity and obesity-related cancers in populations of color. Inequities due to environmental, social, and economic factors may predispose individuals to poor lifestyle behaviors by hindering an individual's opportunity to make healthy lifestyles choices. In this review, we examined the evidence on obesity and the lifestyle guidelines for cancer prevention in relation to cancer risk and outcomes for Black and Hispanic/Latino adults. We also discussed the role of structural and societal inequities on the ability of these two communities to adopt and maintain healthful lifestyle behaviors in accordance with the lifestyle guidelines for cancer prevention and control.
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Affiliation(s)
- Margaret S. Pichardo
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, 06520
- Department of Surgery, Hospital of the University of Pennsylvania, University of Pennsylvania Health System, Philadelphia, PA 19104
| | - Leah M. Ferrucci
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, 06520
- Yale Cancer Center, New Haven, CT 06520
| | - Yamile Molina
- School of Public Health, University of Illinois Chicago and Cancer Center University of Illinois Chicago, 60607
| | - Denise A. Esserman
- Department of Biostatistics, Yale School of Public Health, New Haven, CT 06520
| | - Melinda L. Irwin
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, 06520
- Yale Cancer Center, New Haven, CT 06520
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Larsen K, Rydz E, Peters CE. Inequalities in Environmental Cancer Risk and Carcinogen Exposures: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20095718. [PMID: 37174236 PMCID: PMC10178444 DOI: 10.3390/ijerph20095718] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/11/2023] [Accepted: 04/25/2023] [Indexed: 05/15/2023]
Abstract
Background: Cancer is the leading cause of death in Canada and a major cause of death worldwide. Environmental exposure to carcinogens and environments that may relate to health behaviors are important to examine as they can be modified to lower cancer risks. Built environments include aspects such as transit infrastructure, greenspace, food and tobacco environments, or land use, which may impact how people move, exercise, eat, and live. While environments may play a role in overall cancer risk, exposure to carcinogens or healthier environments is not equitably spread across space. Exposures to carcinogens commonly concentrate among socially and/or economically disadvantaged populations. While many studies have examined inequalities in exposure or cancer risk, this has commonly been for one exposure. Methods: This scoping review collected and synthesized research that examines inequities in carcinogenic environments and exposures. Results: This scoping review found that neighborhoods with higher proportions of low-income residents, racialized people, or same-sex couples had higher exposures to carcinogens and environments that may influence cancer risk. There are currently four main themes in research studying inequitable exposures: air pollution and hazardous substances, tobacco access, food access, and other aspects of the built environment, with most research still focusing on air pollution. Conclusions: More work is needed to understand how exposures to these four areas intersect with other factors to reduce inequities in exposures to support longer-term goals toward cancer prevention.
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Affiliation(s)
- Kristian Larsen
- Health Canada, Office of Environmental Health, Healthy Environments and Consumer Safety Branch, Environmental and Radiation Health Science Directorate, Ottawa, ON K1A 0K9, Canada
- CAREX Canada, School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Department of Geography and Planning, University of Toronto, Toronto, ON M5S 3G3, Canada
- Department of Geography and Environmental Studies, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada
| | - Ela Rydz
- CAREX Canada, School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Cheryl E Peters
- CAREX Canada, School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
- Prevention, Screening and Hereditary Cancer, BC Cancer, Vancouver, BC V5Z 4E6, Canada
- Population and Public Health, British Columbia Centre for Disease Control, Vancouver, BC V5Z 4R4, Canada
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DeRouen MC, Tao L, Shariff-Marco S, Yang J, Shvetsov YB, Park SY, Albright CL, Monroe KR, Le Marchand L, Wilkens LR, Gomez SL, Cheng I. Neighborhood Obesogenic Environment and Risk of Prostate Cancer: The Multiethnic Cohort. Cancer Epidemiol Biomarkers Prev 2022; 31:972-981. [PMID: 35506246 PMCID: PMC9074096 DOI: 10.1158/1055-9965.epi-21-1185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 02/04/2022] [Accepted: 03/02/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Obesity is associated with risk of aggressive prostate cancer. It is not known whether neighborhood obesogenic factors are independently associated with prostate cancer risk. METHODS Neighborhood socioeconomic status (nSES) and four neighborhood obesogenic environment factors (urbanicity, mixed-land development, unhealthy food environment, and parks) were assessed for associations with prostate cancer risk among 41,563 African American, Japanese American, Latino, and White males in the Multiethnic Cohort (MEC) Study, California site. Multivariable Cox proportional hazards regression was used to estimate HRs and 95% confidence intervals (CI) for nonaggressive and aggressive prostate cancer, adjusting for individual-level sociodemographic, behavioral, and prostate cancer risk factors. Analyses were stratified by race, ethnicity, and, among Latino males, nativity. RESULTS Males residing in low-SES, compared with high-SES, neighborhoods had lower risk of nonaggressive prostate cancer [lowest vs. highest quintile HR = 0.81; 95% confidence interval (CI) = 0.68-0.95, Ptrend 0.024], driven by a similar trend among foreign-born Latino males. Foreign-born Latino males in neighborhoods with low mixed-land development had increased risk of non-aggressive disease (lowest vs. highest quintile HR = 1.49; 95% CI = 1.07-2.09). For aggressive disease, the only association noted was between lower mixed-land development and lower risk among White males (Ptrend = 0.040). CONCLUSIONS nSES and obesogenic environment factors were independently associated with prostate cancer risk; associations varied by race, ethnicity, nativity, and disease aggressiveness. IMPACT Upstream structural and social determinants of health that contribute to neighborhood obesogenic characteristics likely impact prostate cancer risk differently across groups defined by race, ethnicity, and nativity and by disease aggressiveness.
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Affiliation(s)
- Mindy C DeRouen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Li Tao
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Juan Yang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Yurii B Shvetsov
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, Hawaii
| | - Song-Yi Park
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, Hawaii
| | | | | | - Loïc Le Marchand
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, Hawaii
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, Hawaii
| | - Scarlett Lin Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California
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8
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Sangaramoorthy M, Shariff-Marco S, Conroy SM, Yang J, Inamdar PP, Wu AH, Haiman CA, Wilkens LR, Gomez SL, Le Marchand L, Cheng I. Joint Associations of Race, Ethnicity, and Socioeconomic Status With Mortality in the Multiethnic Cohort Study. JAMA Netw Open 2022; 5:e226370. [PMID: 35404461 PMCID: PMC9002338 DOI: 10.1001/jamanetworkopen.2022.6370] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
IMPORTANCE Socioeconomic status may help delineate racial and ethnic inequities in mortality. OBJECTIVE To investigate the joint associations of race, ethnicity, and neighborhood and individual socioeconomic status with mortality. DESIGN, SETTING, AND PARTICIPANTS This prospective analysis used data from the Multiethnic Cohort Study. A population-based sample of participants recruited from California (mainly Los Angeles County) and Hawaii from 1993 to 1996 was followed up until 2013. African American, European American, Japanese American, Latino American, and Native Hawaiian men and women were included. Participants with baseline residential addresses that could not be geocoded or who were missing information on education or adjustment variables were excluded. Data analyses were conducted from January 2018 to December 2020. EXPOSURES Neighborhood socioeconomic status (nSES) was derived using US Census block group data on education, occupation, unemployment, household income, poverty, rent, and house values. Participants self-reported their highest education attainment. Five racial and ethnic groups, 2 states of residence, 2 nSES, and 2 education categories were combined to create a joint exposure variable. Low and high nSES were defined as quintiles 1 to 3 and 4 to 5, respectively. Low and high education levels were defined as high school or less and greater than high school graduate, respectively. MAIN OUTCOMES AND MEASURES All-cause, cardiovascular disease (CVD), cancer, and non-CVD and noncancer deaths were ascertained through 2013 via linkage to death certificates and the US National Death Index. Multivariable Cox proportional hazards regression analyses were conducted. RESULTS Among 182 912 participants (100 785 [55.1%] women and 82 127 [44.9%] men; mean [SD] age, 60.0 [8.9] years; 31 138 African American, 45 796 European American, 52 993 Japanese American, 39 844 Latino American, and 13 141 Native Hawaiian participants) with a mean (SD) follow-up of 17 (5) years, there were 63 799 total deaths, including 23 191 CVD deaths, 19 008 cancer deaths, and 21 235 non-CVD and noncancer deaths. The lowest all-cause mortality was found among 15 104 Japanese American participants in Hawaii with high nSES and high education (eg, 2870 all-cause deaths [19.0%]), and this population served as the reference group for all regression analyses. Native Hawaiian participants in Hawaii with low nSES and low education had the highest all-cause mortality HR (2.38; 95% CI, 2.21-2.57). African American and European American participants in California with low nSES and low education had the next highest all-cause mortality HRs (2.01; 95% CI, 1.91-2.11 and 1.98; 95% CI, 1.85-2.12, respectively). Latino American participants in California with low nSES had equivalent all-cause mortality HRs regardless of education level (high education: 1.57; 95% CI, 1.48-1.66; low education: 1.57; 95% CI, 1.50-1.65). Patterns for cause-specific mortality were similar to those for all-cause mortality. For example, Native Hawaiian participants in Hawaii with low nSES and low education had highest CVD mortality HR (2.92; 95% CI, 2.60-3.27) and cancer mortality HR (2.01; 95% CI, 1.77-2.29). CONCLUSIONS AND RELEVANCE These results suggest that joint associations of nSES and education may further delineate racial and ethnic inequities in mortality and that future investigations of racial and ethnic inequities in mortality should consider differences by measures of socioeconomic status, especially for underserved populations.
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Affiliation(s)
- Meera Sangaramoorthy
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Shannon M. Conroy
- Department of Public Health Sciences, University of California, Davis
| | - Juan Yang
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Pushkar P. Inamdar
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Anna H. Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Christopher A. Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Lynne R. Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu
| | - Scarlett L. Gomez
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
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9
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Carnegie ER, Inglis G, Taylor A, Bak-Klimek A, Okoye O. Is Population Density Associated with Non-Communicable Disease in Western Developed Countries? A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19052638. [PMID: 35270337 PMCID: PMC8910328 DOI: 10.3390/ijerph19052638] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 02/19/2022] [Accepted: 02/22/2022] [Indexed: 02/04/2023]
Abstract
Over the last three decades, researchers have investigated population density and health outcomes at differing scale. There has not been a systematic review conducted in order to synthesise this evidence. Following the Preferred Reporting Items for Systematic Reviews (PRISMA) guidelines, we systematically reviewed quantitative evidence published since 1990 on population density and non-communicable disease (NCD) within Westernised countries. Fifty-four studies met the inclusion criteria and were evaluated utilising a quality assessment tool for ecological studies. High population density appears to be associated with higher mortality rates of a range of cancers, cardiovascular disease and COPD, and a higher incidence of a range of cancers, asthma and club foot. In contrast, diabetes incidence was found to be associated with low population density. High and low population density are therefore risk markers for a range of NCDs, indicating that there are unidentified factors and mechanisms underlying aetiology. On closer examination, our synthesis revealed important and complex relationships between population density, the built environment, the nature of greenspace and man-made exposures. In light of increasing rates of morbidity and mortality, future research is required to investigate these associations in order to establish causative agents for each NCD.
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Affiliation(s)
- Elaine Ruth Carnegie
- School of Health and Social Care, Edinburgh Napier University, Sighthill Court, Edinburgh EH114BN, UK; (A.T.); (A.B.-K.); (O.O.)
- Correspondence:
| | - Greig Inglis
- School of Education and Social Sciences, Paisley Campus, University of the West of Scotland, Paisley PA12BE, UK;
| | - Annie Taylor
- School of Health and Social Care, Edinburgh Napier University, Sighthill Court, Edinburgh EH114BN, UK; (A.T.); (A.B.-K.); (O.O.)
| | - Anna Bak-Klimek
- School of Health and Social Care, Edinburgh Napier University, Sighthill Court, Edinburgh EH114BN, UK; (A.T.); (A.B.-K.); (O.O.)
| | - Ogochukwu Okoye
- School of Health and Social Care, Edinburgh Napier University, Sighthill Court, Edinburgh EH114BN, UK; (A.T.); (A.B.-K.); (O.O.)
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10
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Nyrop KA, O'Hare EA, Teal R, Stein K, Muss HB, Charlot M. Person-centered communication about weight and weight management: Focus group discussions in a diverse sample of women with nonmetastatic breast cancer and obesity. Cancer 2021; 127:4266-4276. [PMID: 34374079 PMCID: PMC9907558 DOI: 10.1002/cncr.33843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/12/2021] [Accepted: 07/18/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Women with obesity are at higher risk for high-grade and/or advanced-stage breast cancer in comparison with women without obesity. Many women with a high body mass index (BMI) at breast cancer diagnosis experience further weight gain during and after treatment. This study investigated Black and White patient perspectives on conversations with their oncologists about weight and weight management. METHODS Focus groups using a virtual platform (Zoom) were conducted with women after primary treatment for stage I to III breast cancer who were 21 years or older and had a BMI ≥ 30 kg/m2 : 2 with Black women (n = 12) and 2 with White women (n = 14). RESULTS Participants asked that their oncologists be "transparent" about weight gain as a potential side effect of their cancer treatment and how excess weight might affect their prognosis and survival. They asked to be "seen as an individual" to facilitate both person-centered and culturally appropriate conversations about behavioral changes needed for weight management. Participants urged clinicians to take the lead in initiating conversations about weight to underscore its importance in cancer care and survivorship. They welcomed actionable recommendations about nutrition and exercise from either the oncology clinician or a specialist. Participants offered specific suggestions on how clinicians could initiate weight-related conversations, beginning with questions eliciting patients' perspectives on their weight and lifestyle. CONCLUSIONS Many women with early-stage breast cancer and obesity have concerns about weight and weight gain and urge their oncologists to use an active and personalized approach in recommending and supporting efforts at weight management. LAY SUMMARY Focus group discussions with Black and White women with early-stage breast cancer and obesity have elicited patient perspectives on conversations with their oncologists about weight and weight management. Many patients have concerns about weight and weight gain and urge their oncologists to use an active and personalized approach in recommending and supporting efforts at weight management.
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Affiliation(s)
- Kirsten A Nyrop
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Erin A O'Hare
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Randall Teal
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kathryn Stein
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Hyman B Muss
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Marjory Charlot
- School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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11
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The validity and reliability of the Turkish version of the Family Nutrition and Physical Activity screening tool. MARMARA MEDICAL JOURNAL 2021. [DOI: 10.5472/marumj.1009125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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12
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Wu AH, Franke AA, Wilkens LR, Tseng C, Conroy SM, Li Y, Sangaramoorthy M, Polfus LM, DeRouen MC, Caberto C, Haiman C, Stram DO, Le Marchand L, Cheng I. Risk of breast cancer and prediagnostic urinary excretion of bisphenol A, triclosan and parabens: The Multiethnic Cohort Study. Int J Cancer 2021; 149:1426-1434. [PMID: 34013527 PMCID: PMC9201699 DOI: 10.1002/ijc.33692] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 04/29/2021] [Accepted: 04/29/2021] [Indexed: 11/07/2022]
Abstract
Exposure to bisphenol A (BPA), triclosan and parabens is widespread but their impact on breast cancer risk remains unclear. This nested case-control study investigated endocrine-disrupting chemicals (EDCs) and breast cancer risk within the Multiethnic Cohort (MEC). We measured prediagnostic urinary BPA, triclosan and parabens in 1032 postmenopausal women with breast cancer (48 African American, 77 Latino, 155 Native Hawaiian, 478 Japanese American and 274 White) and 1030 individually matched controls, using a sensitive and validated liquid chromatography mass spectrometry assay. Conditional logistic regression was used to examine risk with these EDCs with adjustment for creatinine and potential confounders. In all women, breast cancer risk was not associated with BPA (Ptrend = 0.53) and was inversely associated with triclosan (ORT3 vs T1 = 0.83, 95% CI: 0.66-1.04, Ptrend = 0.045) and total parabens (ORT3 vs T1 = 0.77, 95% CI: 0.62-0.97, Ptrend = 0.03). While risk of hormone receptor positive (HR+) cancer was 20% to 23% lower among women in the upper two tertiles of paraben exposure (Ptrend = 0.02), risk of HR negative (HR-) was reduced 27% but only among those in the upper tertile of exposure. Although risk associations did not differ significantly by ethnicity or by body mass index (BMI), the inverse association with triclosan was observed mainly among overweight/obese women (ORT3 vs T1 = 0.76, 95% CI: 0.56-1.02, Ptrend = 0.02). In summary, breast cancer risk in a multiethnic population was unrelated to BPA and was weakly inversely associated with triclosan and paraben exposures. Studies with multiple urine samples collected before breast cancer diagnosis are needed to further investigate these EDCs and breast cancer risk.
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Affiliation(s)
- Anna H Wu
- Department of Preventive Medicine, Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, University of Southern California, Los Angeles, CA
| | | | | | - Chiuchen Tseng
- Department of Preventive Medicine, Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, University of Southern California, Los Angeles, CA
| | - Shannon M Conroy
- Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA
| | - Yuqing Li
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Meera Sangaramoorthy
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | - Linda M Polfus
- Department of Preventive Medicine, Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, University of Southern California, Los Angeles, CA
- Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA
| | - Mindy C DeRouen
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
| | | | - Christopher Haiman
- Department of Preventive Medicine, Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, University of Southern California, Los Angeles, CA
- Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA
| | - Daniel O Stram
- Department of Preventive Medicine, Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, University of Southern California, Los Angeles, CA
| | | | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA
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13
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Empringham B, Jennings WJ, Rajan R, Fleming AJ, Portwine C, Johnston DL, Zelcer SM, Rassekh SR, Tran V, Burrow S, Thabane L, Samaan MC. Leptin is Associated with the Tri-Ponderal Mass Index in Children: A Cross-Sectional Study. ADOLESCENT HEALTH MEDICINE AND THERAPEUTICS 2021; 12:9-15. [PMID: 33727877 PMCID: PMC7955735 DOI: 10.2147/ahmt.s289973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/05/2021] [Indexed: 11/23/2022]
Abstract
Background Obesity is characterized by the disproportionate expansion of the fat mass and is most commonly diagnosed using the Body Mass Index (BMI) z-score or percentile in children. However, these measures associate poorly with the fat mass. This is important, as adiposity is a more robust predictor of cardiometabolic risk than BMI-based measures, but there are limited clinical measures of adiposity in children. A new measure, the Tri-ponderal Mass Index (TMI, kg/m3) has recently demonstrated robust prediction of adiposity in children. The aim of this study is to explore the association of leptin, a validated biomarker of the fat mass, with TMI. Methods One hundred and eight children and adolescents were included in this cross-sectional study. Height and weight were used to calculate TMI. Plasma leptin was measured using ELISA. Multivariable regression analysis was applied to determine the predictors of TMI. Results The age range of participants included in this study was 8.00-16.90 years (female n=48, 44%). Leptin correlated with BMI percentile (r=0.64, p-value <0.0001) and TMI (r=0.71, p-value <0.0001). The multivariable regression analysis revealed that BMI percentile (Estimated Beta-coefficient 0.002, 95% CI 0.002-0.003, p-value <0.0001) and Leptin (Estimated Beta-coefficient 0.05, 95% CI 0.02-0.07, p-value 0.013) were associated with TMI. Conclusion Leptin is associated with TMI in healthy children. The TMI is a feasible clinical measure of adiposity that may be used to stratify children and adolescents for further assessments and interventions to manage and attempt to prevent cardiometabolic comorbidities.
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Affiliation(s)
- Brianna Empringham
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Endocrinology, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - William J Jennings
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Endocrinology, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Raeesha Rajan
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Endocrinology, McMaster Children's Hospital, Hamilton, Ontario, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Adam J Fleming
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Hematology/Oncology, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Carol Portwine
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Hematology/Oncology, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Donna L Johnston
- Division of Pediatric Hematology/Oncology, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada
| | - Shayna M Zelcer
- Pediatric Hematology Oncology, Children's Hospital, London Health Sciences Center, London, Ontario, Canada
| | - Shahrad Rod Rassekh
- Division of Pediatric Hematology/Oncology/BMT, Department of Pediatrics, British Columbia's Children's Hospital, Vancouver, BC, Canada
| | - Victoria Tran
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Endocrinology, McMaster Children's Hospital, Hamilton, Ontario, Canada
| | - Sarah Burrow
- Division of Orthopedic Surgery, Department of Surgery, McMaster University Medical Centre, Hamilton, Ontario, Canada
| | - Lehana Thabane
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada.,Department of Anesthesia, McMaster University, Hamilton, Ontario, Canada.,Centre for Evaluation of Medicines, St. Joseph's Health Care, Hamilton, Ontario, Canada.,Biostatistics Unit, St Joseph's Healthcare-Hamilton, Hamilton, Ontario, Canada
| | - M Constantine Samaan
- Department of Pediatrics, McMaster University, Hamilton, Ontario, Canada.,Division of Pediatric Endocrinology, McMaster Children's Hospital, Hamilton, Ontario, Canada.,Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
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14
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Sun H, Lin M, Russell EM, Minster RL, Chan TF, Dinh BL, Naseri T, Reupena MS, Lum-Jones A, Cheng I, Wilkens LR, Le Marchand L, Haiman CA, Chiang CWK. The impact of global and local Polynesian genetic ancestry on complex traits in Native Hawaiians. PLoS Genet 2021; 17:e1009273. [PMID: 33571193 PMCID: PMC7877570 DOI: 10.1371/journal.pgen.1009273] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 11/18/2020] [Indexed: 12/17/2022] Open
Abstract
Epidemiological studies of obesity, Type-2 diabetes (T2D), cardiovascular diseases and several common cancers have revealed an increased risk in Native Hawaiians compared to European- or Asian-Americans living in the Hawaiian islands. However, there remains a gap in our understanding of the genetic factors that affect the health of Native Hawaiians. To fill this gap, we studied the genetic risk factors at both the chromosomal and sub-chromosomal scales using genome-wide SNP array data on ~4,000 Native Hawaiians from the Multiethnic Cohort. We estimated the genomic proportion of Native Hawaiian ancestry ("global ancestry," which we presumed to be Polynesian in origin), as well as this ancestral component along each chromosome ("local ancestry") and tested their respective association with binary and quantitative cardiometabolic traits. After attempting to adjust for non-genetic covariates evaluated through questionnaires, we found that per 10% increase in global Polynesian genetic ancestry, there is a respective 8.6%, and 11.0% increase in the odds of being diabetic (P = 1.65×10-4) and having heart failure (P = 2.18×10-4), as well as a 0.059 s.d. increase in BMI (P = 1.04×10-10). When testing the association of local Polynesian ancestry with risk of disease or biomarkers, we identified a chr6 region associated with T2D. This association was driven by an uniquely prevalent variant in Polynesian ancestry individuals. However, we could not replicate this finding in an independent Polynesian cohort from Samoa due to the small sample size of the replication cohort. In conclusion, we showed that Polynesian ancestry, which likely capture both genetic and lifestyle risk factors, is associated with an increased risk of obesity, Type-2 diabetes, and heart failure, and that larger cohorts of Polynesian ancestry individuals will be needed to replicate the putative association on chr6 with T2D.
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Affiliation(s)
- Hanxiao Sun
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Meng Lin
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Emily M. Russell
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Ryan L. Minster
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Tsz Fung Chan
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Bryan L. Dinh
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
| | - Take Naseri
- Ministry of Health, Government of Samoa, Apia, Samoa
| | | | - Annette Lum-Jones
- Epidemiology Program, University of Hawai‘i Cancer Center, University of Hawai‘i, Manoa, Honolulu, Hawaii, United States of America
| | | | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America
| | - Lynne R. Wilkens
- Epidemiology Program, University of Hawai‘i Cancer Center, University of Hawai‘i, Manoa, Honolulu, Hawaii, United States of America
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawai‘i Cancer Center, University of Hawai‘i, Manoa, Honolulu, Hawaii, United States of America
| | - Christopher A. Haiman
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Charleston W. K. Chiang
- Center for Genetic Epidemiology, Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
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15
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Wu AH, Franke AA, Wilkens LR, Tseng C, Conroy SM, Li Y, Polfus LM, De Rouen M, Caberto C, Haiman C, Stram DO, Le Marchand L, Cheng I. Urinary phthalate exposures and risk of breast cancer: the Multiethnic Cohort study. Breast Cancer Res 2021; 23:44. [PMID: 33823904 PMCID: PMC8025373 DOI: 10.1186/s13058-021-01419-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 03/15/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The epidemiologic evidence from observational studies on breast cancer risk and phthalates, endocrine disrupting chemicals, has been inconsistent. In the only previous study based on pre-diagnostic urinary phthalates and risk of breast cancer, results were null in mostly white women. METHODS We examined the association between pre-diagnostic urinary phthalates and breast cancer in a nested case-control study within the Multiethnic Cohort (MEC) study, presenting the first data from five major racial/ethnic groups in the USA. We measured 10 phthalate metabolites and phthalic acid, using a sensitive liquid chromatography mass spectrometry assay on 1032 women with breast cancer (48 African Americans, 77 Latinos, 155 Native Hawaiians, 478 Japanese Americans, and 274 Whites) and 1030 matched controls. Conditional logistic regression was used to examine risk with individual metabolites and ratios of primary (MEHP, mono-2-ethylhexyl-phthalate) to secondary (MEHHP, mono(2-ethyl-5-hydroxyhexyl); MEOHP, mono(2-ethyl-5-oxohexy)) metabolites of di-2-ethylhexyl phthalate (DEHP), a widely used plasticizer. In addition, we investigated risk associations with high (∑HMWP) and low molecular weight (∑LMWP) phthalates, as well as total phthalates which included high and low molecular weight phthalates with phthalic acid (∑LMHMPA) or without phthalic acid in molar ratios (∑LMHMmolar) and adjusted for creatinine and potential confounders. RESULTS Among all women, breast cancer risk was higher for those in tertile 2 and tertile 3 of primary to secondary metabolites of DEHP (MEHP/(MEHHP + MEOHP)) in comparison to those in tertile 1; the respective odds ratios were 1.32 (95% CI 1.04-1.68) and 1.26 (95% CI 0.96-1.66) (Ptrend = 0.05). Risk among Native Hawaiian women increased with exposures to eight of ten individual phthalates and total phthalates (∑LMHMPA ORT3 vs T1 = 2.66, 95% CI 1.39-5.12, Ptrend = 0.001). In analysis by hormone receptor (HR) status, exposure above the median of ∑LMWP was associated with an increased risk of HR-positive breast cancer (OR = 1.30, 95% CI 1.05-1.60) while above the median exposure to phthalic acid was associated with an increased risk of HR-negative breast cancer (ORabove vs below median = 1.59, 95% CI 1.01-2.48). CONCLUSIONS Further investigations of suggestive associations of elevated breast cancer risk with higher ratios of primary to secondary metabolites of DEHP, and differences in risk patterns by race/ethnicity and HR status are warranted.
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Affiliation(s)
- Anna H. Wu
- grid.42505.360000 0001 2156 6853Department of Preventive Medicine, University of Southern California Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, Los Angeles, CA 90089 USA
| | - Adrian A. Franke
- grid.410445.00000 0001 2188 0957University of Hawaii Cancer Center, Honolulu, HI USA
| | - Lynne R. Wilkens
- grid.410445.00000 0001 2188 0957University of Hawaii Cancer Center, Honolulu, HI USA
| | - Chiuchen Tseng
- grid.42505.360000 0001 2156 6853Department of Preventive Medicine, University of Southern California Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, Los Angeles, CA 90089 USA
| | - Shannon M. Conroy
- grid.27860.3b0000 0004 1936 9684Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA USA
| | - Yuqing Li
- grid.266102.10000 0001 2297 6811Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA USA
| | - Linda M. Polfus
- grid.42505.360000 0001 2156 6853Department of Preventive Medicine, University of Southern California Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, Los Angeles, CA 90089 USA ,grid.42505.360000 0001 2156 6853Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA USA
| | - Mindy De Rouen
- grid.266102.10000 0001 2297 6811Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA USA
| | - Christian Caberto
- grid.410445.00000 0001 2188 0957University of Hawaii Cancer Center, Honolulu, HI USA
| | - Christopher Haiman
- grid.42505.360000 0001 2156 6853Department of Preventive Medicine, University of Southern California Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, Los Angeles, CA 90089 USA ,grid.42505.360000 0001 2156 6853Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA USA
| | - Daniel O. Stram
- grid.42505.360000 0001 2156 6853Department of Preventive Medicine, University of Southern California Keck School of Medicine, 1441 Eastlake Avenue, Rm 4443, Los Angeles, CA 90089 USA
| | - Loïc Le Marchand
- grid.410445.00000 0001 2188 0957University of Hawaii Cancer Center, Honolulu, HI USA
| | - Iona Cheng
- grid.266102.10000 0001 2297 6811Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA USA
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16
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Platelet and hemoglobin count at diagnosis are associated with survival in African American and Caucasian patients with colorectal cancer. Cancer Epidemiol 2020; 67:101746. [PMID: 32521488 DOI: 10.1016/j.canep.2020.101746] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 05/22/2020] [Accepted: 05/24/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND African Americans (AAs) compared to Caucasian Americans (CAs) with colorectal cancer (CRC) have lower stage-specific survival. CRC patients often present with several hematopathologies (such as thrombocytosis, thrombocytopenia, anemia) at diagnosis, which is associated with poorer survival. However, whether these measures impact the racial disparity in survival is not known. METHODS The study population was composed of 581 histologically confirmed CRCs at the Medical University of South Carolina (393 CA, 188 AA) diagnosed between 01/01/2000 and 06/30/2013. We used Cox proportional hazards regression to estimate the association between thrombocytosis, thrombocytopenia, or anemia at diagnosis and risk of death by race. This analysis was adjusted for age, sex, stage and first-line treatment. RESULTS In all patients combined, thrombocytosis, thrombocytopenia, and anemia (vs. the normal ranges) were associated with significantly higher risks of death. In the race-specific analyses, AAs (HR 2.51 [95 % CI: 1.52-4.15]) vs. CAs (HR 1.15 [95 % CI: 0.75-1.75]) with thrombocytosis compared to normal had a higher risk of death (p for difference = 0.03). CONCLUSIONS Abnormal thrombocyte and hemoglobin levels at diagnosis were associated with poorer survival. AAs compared to CAs with elevated platelets at diagnosis had a higher risk of death. Our study is the first to examine the role of race, hematologic measures at diagnosis, and risk of death in colorectal cancer patients. These results suggest that the racial differences in the immune response may contribute to the racial disparity in survival.
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17
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Shvetsov YB, Shariff-Marco S, Yang J, Conroy SM, Canchola AJ, Albright CL, Park SY, Monroe KR, Le Marchand L, Gomez SL, Wilkens LR, Cheng I. Association of change in the neighborhood obesogenic environment with colorectal cancer risk: The Multiethnic Cohort Study. SSM Popul Health 2020; 10:100532. [PMID: 31909167 PMCID: PMC6940713 DOI: 10.1016/j.ssmph.2019.100532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 12/11/2019] [Accepted: 12/19/2019] [Indexed: 12/13/2022] Open
Abstract
Background Neighborhood environment has been associated with health behaviors. Despite the evidence of the influence of neighborhood social and physical factors on cancer risk, no research has evaluated whether changes in the neighborhood obesogenic environment, either by physical moves to different neighborhoods or experiencing neighborhood redevelopment or neglect, affect cancer risk. Methods The association of change in neighborhood environment attributes (socioeconomic status, population density, restaurant and retail food environments, numbers of recreational facilities and businesses, commute patterns, traffic density, and street connectivity) with colorectal cancer (CRC) risk was examined among 95,472 Los Angeles, CA, Multiethnic Cohort participants, including 2295 invasive CRC cases diagnosed between 1993 and 2010 using Cox proportional hazards regression, adjusting for age, race/ethnicity, other risk factors including BMI and physical activity, and baseline levels of neighborhood attributes. Stratified analyses were conducted by racial/ethnic group and moving status. Results 40% of participants moved (changed physical residence) during follow-up. Across all races/ethnicities, upward change in population density was statistically significantly associated with higher CRC risk among male and female non-movers (HR: 1.35 and 1.41, respectively). The same association was also observed separately among female African American and Japanese American non-movers, male Latino non-movers, female African American and male White movers. Downward change in population density was significantly related to higher CRC risk among female non-movers (HR: 1.33). Downward change in traffic density was associated with lower CRC risk among male non-movers but with higher CRC risk among female movers (HR: 0.66 and 1.43, respectively). Downward changes in street connectivity or the number of recreational facilities were associated with higher CRC risk (HR: 1.34 and 1.54, respectively). Upward change in the number of recreational facilities was associated with lower CRC risk among female non-movers (HR: 0.70). Changes in the other neighborhood attributes did not exhibit significant associations with CRC risk within more than one racial/ethnic group. Conclusion Changes over time in neighborhood attributes have an effect on the risk of colorectal cancer, which is separate from the baseline levels of the same attributes and individual-level risk factors, and differs between sexes, movers and non-movers and across racial/ethnic groups. A person's neighborhood environment can change due to physical moves or neighborhood redevelopment. Association of change in neighborhood environment with colorectal cancer risk was examined. The California part of the Multiethnic Cohort was used for the analysis. Upward change in population density was associated with higher colorectal cancer risk among non-movers.
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Affiliation(s)
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Juan Yang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Shannon M Conroy
- Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA, USA
| | - Alison J Canchola
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Cheryl L Albright
- University of Hawaii Cancer Center, Honolulu, HI, USA.,University of Hawaii at Manoa, School of Nursing and Dental Hygiene, Honolulu, HI, USA
| | - Song-Yi Park
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | | | | | - Scarlett Lin Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | | | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
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18
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Howell CR, Wilson CL, Yasui Y, Srivastava DK, Lu W, Bjornard KL, Ehrhardt MJ, Brinkman TM, Chemaitilly W, Hodges JR, Lanctot JQ, Robison LL, Hudson MM, Ness KK. Neighborhood effect and obesity in adult survivors of pediatric cancer: A report from the St. Jude lifetime cohort study. Int J Cancer 2019; 147:338-349. [PMID: 31600422 DOI: 10.1002/ijc.32725] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 09/17/2019] [Accepted: 09/27/2019] [Indexed: 12/18/2022]
Abstract
Survivors of childhood cancer are at risk for obesity, a condition potentially modifiable if dietary intake and physical activity are optimized. These health behaviors are likely influenced by neighborhood of residence, a determinant of access to healthy, affordable food and safe and easy exercise opportunities. We examined associations between neighborhood level factors and obesity among survivors in the St. Jude Lifetime cohort and community comparison group members. Persons with residential addresses available for geocoding were eligible for analysis (n = 2,265, mean age 32.5 [SD 9.1] years, 46% female, 85% white). Survivors completed questionnaires regarding individual behaviors; percent body fat was assessed via dual X-ray absorptiometry (obesity: ≥25% males; ≥35% females); neighborhood effect was characterized using census tract of residence (e.g., neighborhood socioeconomic status [SES], rurality). Structural equation modeling was used to determine associations between neighborhood effect, physical activity, diet, smoking, treatment exposures and obesity. Obese survivors (n = 1,420, 62.7%) were more likely to live in neighborhoods with lower SES (RR: 1.23, 95% CI: 1.10-1.38) and rural areas (RR: 1.22, 95% CI: 1.07-1.39) compared to survivors with normal percent body fat. Resource-poor neighborhoods (standardized effect: 0.06, p < 0.001) and cranial radiation (0.16, p < 0.001) had direct effects on percent body fat. Associations between neighborhood of residence and percent body fat were increased (0.01, p = 0.04) among individuals with a poor diet. Neighborhoods where survivors reside as an adult is associated with obesity. Interventions targeting survivors should incorporate strategies that address environmental influences on obesity.
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Affiliation(s)
- Carrie R Howell
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Deo K Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Wei Lu
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Kari L Bjornard
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Tara M Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN
| | - Wassim Chemaitilly
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Department of Pediatric Medicine-Endocrinology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jason R Hodges
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, TN
| | - Jennifer Q Lanctot
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
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19
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Abstract
NPs are ideal candidates for implementing positive health changes for obese patients. Providers have medical expertise and can promote obesity reduction strategies to their patients. Increased awareness of the influence of health policy and clinical implications for obesity management are needed.
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20
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Lee EY, Lee S, Choi BY, Choi J. Influence of Neighborhood Environment on Korean Adult Obesity Using a Bayesian Spatial Multilevel Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16203991. [PMID: 31635403 PMCID: PMC6843842 DOI: 10.3390/ijerph16203991] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 12/11/2022]
Abstract
Previous studies using spatial statistical modeling that account for spatial associations between geographic areas are scarce. Therefore, this study examines the association between neighborhood environment and obesity using a Bayesian spatial multilevel model. Data from 78,014 adults living in Gyeonggi province in Korea were drawn from the 2013–2014 Korean Community Health Survey. Korean government databases and ArcGIS software (version 10.1, ESRI, Redlands, CA) were used to measure the neighborhood environment for 546 administrative districts of Gyeonggi province. A Bayesian spatial multilevel model was implemented across gender and age groups. The findings indicate that women aged 19–39 years who lived in neighborhoods farthest away from parks were more likely to be obese. Men aged 40–59 years who lived in neighborhoods farther from public physical activity facilities and with lower population density were more likely to be obese. Obesity for women aged 19–39 years was the most spatially dependent, while obesity for women aged 40–59 years was the least spatially dependent. The results suggest that neighborhood environments that provide more opportunities for physical activity are negatively related to obesity. Therefore, the creation of physical activity in favorable neighborhood environments, considering gender and age, may be a valuable strategy to reduce obesity.
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Affiliation(s)
- Eun Young Lee
- Institute for Health and Society, Hanyang University, Seoul 04763, Korea.
- Department of Preventive Medicine, College of Medicine, Hanyang University, Seoul 04763, Korea.
| | - Sugie Lee
- Department of Urban Planning and Engineering, Hanyang University, Seoul 04763, Korea.
| | - Bo Youl Choi
- Institute for Health and Society, Hanyang University, Seoul 04763, Korea.
- Department of Preventive Medicine, College of Medicine, Hanyang University, Seoul 04763, Korea.
| | - Jungsoon Choi
- Department of Mathematics, Hanyang University, Seoul 04763, Korea.
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21
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Huang H, Woodruff TJ, Baer RJ, Bangia K, August LM, Jellife-Palowski LL, Padula AM, Sirota M. Investigation of association between environmental and socioeconomic factors and preterm birth in California. ENVIRONMENT INTERNATIONAL 2018; 121:1066-1078. [PMID: 30075861 PMCID: PMC6638551 DOI: 10.1016/j.envint.2018.07.027] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 06/27/2018] [Accepted: 07/17/2018] [Indexed: 05/29/2023]
Abstract
BACKGROUND Preterm birth (PTB),2 defined as birth at gestational age <37 weeks, is a major public health concern. Infants born prematurely, comprising of about 10% of the US newborns, have elevated risks of neonatal mortality and a wide array of health problems. Although numerous clinical, genetic, environmental and socioeconomic factors have been implicated in PTB, very few studies investigate the impacts of multiple pollutants and social factors on PTB using large scale datasets. OBJECTIVES To evaluate association between environmental and socioeconomic factors and PTB in California. METHODS We linked the birth cohort file maintained by the California Office of Statewide Health Planning and Development from 2009 to 2012 years across 1.8 million births and the CalEnviroScreen 3.0 dataset from California Communities Environmental Health Screening Tool at the census tract level for 56 California counties. CalEnviroScreen contains 7 exposure and 5 environmental effects variables that constitute the Pollution Burden variable, and 5 socioeconomic variables. We evaluated relationships between environmental exposures and the risk of PTB using hierarchical clustering analyses and GIS-based visualization. We also used logistic regression to evaluate the relationship between specific pollutant and exposure indicators and PTB, accounted for socio-demographic determinants such as maternal race/ethnicity, maternal age, maternal education and payment of delivery costs. RESULTS There exists geographic variability in PTB for groups of counties with similar environmental and social exposure profiles. We found an association between Pollution Burden, particulate matter ≤2.5 μm (PM2.5), and Drinking Water Scores and PTB (adjusted odds ratios were 1.03 (95% Confidence Interval (CI): 1.01, 1.04), 1.03 (95% CI: 1.02,1.04), and 1.04 (95% CI: 1.03,1.05), respectively). Additional findings suggest that certain drinking water contaminants such as arsenic and nitrate are associated with PTB in California. CONCLUSIONS CalEnviroScreen data combined with birth records offer great opportunity for revealing novel exposures and evaluating cumulative exposures related to PTB by providing useful environmental and social information. Certain drinking water contaminants such as arsenic and nitrate are potentially associated with PTB in California and should be investigated further. Small association signals may involve sizeable population impacts.
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Affiliation(s)
- Hongtai Huang
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA; Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, CA, USA.
| | - Tracey J Woodruff
- Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, CA, USA
| | - Rebecca J Baer
- Department of Pediatrics, University of California, San Diego, CA, USA; California Preterm Birth Initiative, University of California, San Francisco, CA, USA
| | - Komal Bangia
- Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Sacramento, CA, USA
| | - Laura M August
- Office of Environmental Health Hazard Assessment, California Environmental Protection Agency, Sacramento, CA, USA
| | - Laura L Jellife-Palowski
- California Preterm Birth Initiative, University of California, San Francisco, CA, USA; Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Amy M Padula
- Program on Reproductive Health and the Environment, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, CA, USA
| | - Marina Sirota
- Bakar Computational Health Sciences Institute, University of California, San Francisco, CA, USA; Department of Pediatrics, University of California, San Francisco, CA, USA.
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22
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Canchola AJ, Shariff-Marco S, Yang J, Albright C, Hertz A, Park SY, Shvetsov YB, Monroe KR, Le Marchand L, Gomez SL, Wilkens LR, Cheng I. Association between the neighborhood obesogenic environment and colorectal cancer risk in the Multiethnic Cohort. Cancer Epidemiol 2017; 50:99-106. [PMID: 28850934 DOI: 10.1016/j.canep.2017.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 07/07/2017] [Accepted: 08/14/2017] [Indexed: 11/17/2022]
Abstract
BACKGROUND Information on the role of the neighborhood environment and colorectal cancer risk is limited. We investigated the association between a comprehensive suite of possible obesogenic neighborhood attributes (socioeconomic status, population density, restaurant and retail food environments, numbers of recreational facilities and businesses, commute patterns, traffic density, and street connectivity) and colorectal cancer risk in the Multiethnic Cohort Study. METHODS Among 81,197 eligible participants living in California (35,397 males and 45,800 females), 1973 incident cases (981 males and 992 females) of invasive colorectal cancer were identified between 1993 and 2010. Separately for males and females, multivariable Cox regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for colorectal cancer risk overall and by racial/ethnic group (African American, Japanese American, Latino, white). RESULTS In males, higher traffic density was associated with an increased risk of colorectal cancer (HR=1.29, 95% CI: 1.03-1.61, p=0.03, for quintile 5 vs. quintile 1; p-trend=0.06). While this association may be due to chance, this pattern was seen (albeit non-statistically significant) in all racial/ethnic groups except whites. There were no other significant associations between other neighborhood obesogenic attributes and colorectal cancer risk. CONCLUSION Findings from our large racial/ethnically diverse cohort suggest neighborhood obesogenic characteristics are not strongly associated with the risk of colorectal cancer.
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Affiliation(s)
- Alison J Canchola
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA.
| | - Salma Shariff-Marco
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA; Stanford Cancer Institute, 265 Campus Drive, Suite G2103, Stanford, CA 94305, USA.
| | - Juan Yang
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA.
| | - Cheryl Albright
- University of Hawaii School of Nursing and Dental Hygiene, 2528 McCarthy Mall, Webster 401, Honolulu, HI 96822, USA.
| | - Andrew Hertz
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA.
| | - Song-Yi Park
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA.
| | - Yurii B Shvetsov
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA.
| | - Kristine R Monroe
- University of Southern California, 1450 Biggy Street, Los Angeles, CA 90033, USA.
| | - Loïc Le Marchand
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA.
| | - Scarlett Lin Gomez
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA; Stanford Cancer Institute, 265 Campus Drive, Suite G2103, Stanford, CA 94305, USA.
| | - Lynne R Wilkens
- University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA.
| | - Iona Cheng
- Cancer Prevention Institute of California, 2201 Walnut Avenue, Suite 300, Fremont, CA 94538, USA; Stanford Cancer Institute, 265 Campus Drive, Suite G2103, Stanford, CA 94305, USA.
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