1
|
Buchanan Z, Hopkins SE, Ryman TK, Austin MA, Wiener HW, Tiwari HK, Klejka JA, Boyer BB, Fohner AE. Electronic health record reveals community-level cardiometabolic health benefits associated with 10 years of community-based participatory research. Public Health 2024; 232:38-44. [PMID: 38733959 DOI: 10.1016/j.puhe.2024.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 03/18/2024] [Accepted: 04/05/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND While a major goal of community-based participatory research (CBPR) is to improve community health; it is unclear how to measure longstanding success of CBPR. OBJECTIVE We sought to determine the impact of ongoing CBPR on cardiometabolic health of participating communities, including in people not directly participating in research. METHODS We used linear mixed-effects modelling with electronic medical records from 2002 to 2012 from the Yukon-Kuskokwim Health Corporation, which provides health care to all Alaska Native people in southwestern Alaska, to compare rates of change in cardiometabolic risk factors between communities that did and did not participate in ongoing CBPR beginning in 2003. RESULTS We analysed 1,262,035 medical records from 12,402 individuals from 10 study and 38 control communities. Blood pressure declined faster in study than in control communities: systolic blood pressure (0.04 mmHg/year; 95% confidence interval [CI]: 0.01, 0.08); diastolic blood pressure (DBP) (0.07 mmHg/year; 95% CI: 0.04, 0.09). Body mass index increased 0.04 units/year faster in study communities than in control communities (95% CI: 0.03, 0.05). More study visits were associated with faster reduction of DBP and triglyceride levels in study communities. CONCLUSIONS Ongoing CBPR may improve overall cardiometabolic health in communities, perhaps by increasing engagement in health and advocacy.
Collapse
Affiliation(s)
- Z Buchanan
- University of Washington, Department of Epidemiology, Seattle, WA, USA
| | - S E Hopkins
- Oregon Health & Science University, Department of Obstetrics and Gynecology, Portland, OR, USA; University of Alaska Fairbanks, Center for Alaska Native Health Research, Fairbanks, AK, USA
| | - T K Ryman
- University of Washington, Department of Epidemiology, Seattle, WA, USA; Bill and Melinda Gates Foundation, Seattle, WA, USA
| | - M A Austin
- University of Washington, Department of Epidemiology, Seattle, WA, USA
| | - H W Wiener
- University of Alabama at Birmingham, Department of Epidemiology, Birmingham, AL, USA
| | - H K Tiwari
- University of Alabama at Birmingham, Department of Biostatistics, Birmingham, AL, USA
| | - J A Klejka
- Yukon-Kuskokwim Health Corporation, Bethel, AK, USA
| | - B B Boyer
- Oregon Health & Science University, Department of Obstetrics and Gynecology, Portland, OR, USA; University of Alaska Fairbanks, Center for Alaska Native Health Research, Fairbanks, AK, USA
| | - A E Fohner
- University of Washington, Department of Epidemiology, Seattle, WA, USA.
| |
Collapse
|
2
|
Hill CM, Nash SH, Hopkins SE, Boyer BB, OBrien DM, Bersamin A. Diet quality is positively associated with intake of traditional foods and does not differ by season in remote Yup'ik communities. Int J Circumpolar Health 2023; 82:2221370. [PMID: 37312577 PMCID: PMC10269404 DOI: 10.1080/22423982.2023.2221370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 06/15/2023] Open
Abstract
This study evaluated whether traditional food intake and diet quality differed by season in Yup'ik communities and examined the relationship between intake of traditional food groups and diet quality. Data were collected from 38 participants, ages 14-79 years, from two Yup'ik communities in Southwest Alaska from 2008 to 2010. Self-reported intake (24-h recalls) and dietary biomarker (nitrogen stable isotope ratio) data were collected twice in distinct seasons. Diet quality was assessed using the Healthy Eating Index. A paired sample t-test was used to test for seasonal differences in traditional food intake and diet quality, and linear regression was used to evaluate associations between traditional food intake and diet quality. Total traditional food intake and overall diet quality did not significantly differ by season, but there were differences in traditional food group intake and diet quality component scores. Diet quality was strongly associated with intake of traditional food groups including fish, tundra greens, and berries. Given the strong relationship between traditional food intake and diet quality, policies should aim to ensure continued access to traditional foods in Yup'ik communities amid environmental changes in the circumpolar North.
Collapse
Affiliation(s)
- Courtney M Hill
- Department of Biology and Wildlife, University of Fairbanks Alaska, Fairbanks, AK, USA
| | - Sarah H. Nash
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
- Department of Epidemiology, University of Iowa, Iowa City, IA, USA
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Diane M. OBrien
- Department of Biology and Wildlife, University of Fairbanks Alaska, Fairbanks, AK, USA
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Andrea Bersamin
- Department of Biology and Wildlife, University of Fairbanks Alaska, Fairbanks, AK, USA
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
| |
Collapse
|
3
|
Hopkins SE, Orr E, Boyer BB, Thompson B. Culturally adapting an evidence-based intervention to promote a healthy diet and lifestyle for Yup'ik Alaska native communities. Int J Circumpolar Health 2023; 82:2159888. [PMID: 36544274 PMCID: PMC9788688 DOI: 10.1080/22423982.2022.2159888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
Underserved populations are at increased risk for obesity and related cardiovascular disease, type 2 diabetes, and other chronic diseases. Lack of access to healthy foods, sedentary behaviour, and other social environmental factors contribute to disease risk. Yup'ik Alaska Native communities are experiencing lifestyle changes that are likely to affect their cardiometabolic risks. Barrera & Castro's Cultural Adaptation Framework was used to adapt an evidence-based intervention (EBI) originally designed for Latino communities for use in Yup'ik communities. Focus groups and key informant interviews were held in two Yup'ik communities. Major themes included causes of obesity, barriers and facilitators to healthy foods and physical activity, and intervention ideas. The adaptation process was guided by a Community Planning Group of Yup'ik women and included information gathering, preliminary adaptation design, preliminary adaptation tests, and adaptation refinement. Two of the adapted educational modules were pilot tested. Involving community members as co-researchers in cultural adaptation is vital for an EBI to be effective in another population. Small group gatherings led by local lay health workers are culturally appropriate and may be an effective health promotion model in Yup'ik communities. Social environmental factors affecting healthy food availability and physical activity need further exploration.
Collapse
Affiliation(s)
- Scarlett E. Hopkins
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Eliza Orr
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Bert B. Boyer
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Beti Thompson
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| |
Collapse
|
4
|
Boyer BB, Hopkins SE, Wiener HW, Purnell JQ, O'Brien DM, Zhang CX, Aslan JE, Aliwarga T, Pomeroy JJ, Thummel KE, Tiwari HK. Corrigendum to 'Habitual Intake of Marine-Derived n-3 PUFAs is Inversely Associated with a Cardiometabolic Inflammatory Profile in Yup'ik Alaska Native People' [J Nutrition 2022 Mar 3;152(3):844-855]. J Nutr 2023; 153:1834-1836. [PMID: 37084772 PMCID: PMC10447880 DOI: 10.1016/j.tjnut.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2023] Open
Affiliation(s)
- Bert B Boyer
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA.
| | - Scarlett E Hopkins
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Howard W Wiener
- Department of Statistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jonathan Q Purnell
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Diane M O'Brien
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Cindy X Zhang
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Joseph E Aslan
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Theresa Aliwarga
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Jeremy J Pomeroy
- Clinical Research Center, Marshfield Clinic, Marshfield, WI, USA
| | - Kenneth E Thummel
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Hemant K Tiwari
- Department of Statistics, University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
5
|
Boyer BB, Wiener HW, Hopkins SE, Purnell JQ, O'Brien DM, Aliwarga T, Pomeroy JJ, Aslan JE, Thummel KE, Tiwari HK. Obesity-Associated Dyslipidemia Is Moderated by Habitual Intake of Marine-Derived n-3 Polyunsaturated Fatty Acids in Yup'ik Alaska Native People: A Cross-Sectional Mediation-Moderation Analysis. J Nutr 2023; 153:279-292. [PMID: 36913463 PMCID: PMC10196570 DOI: 10.1016/j.tjnut.2022.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 10/26/2022] [Accepted: 10/31/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Obesity leads to insulin resistance, altered lipoprotein metabolism, dyslipidemia, and cardiovascular disease. The relationship between long-term intake of n-3 polyunsaturated fatty acids (n-3 PUFAs) and prevention of cardiometabolic disease remains unresolved. OBJECTIVES The aim of this study was to explore direct and indirect pathways between adiposity and dyslipidemia, and the degree to which n-3 PUFAs moderate adiposity-induced dyslipidemia in a population with highly variable n-3 PUFA intake from marine foods. METHODS In total, 571 Yup'ik Alaska Native adults (18-87 y) were enrolled in this cross-sectional study. The red blood cell (RBC) nitrogen isotope ratio (15N/14N, or NIR) was used as a validated objective measure of n-3 PUFA intake. EPA and DHA were measured in RBCs. Insulin sensitivity and resistance were estimated by the HOMA2 method. Mediation analysis was conducted to evaluate the contribution of the indirect causal path between adiposity and dyslipidemia mediated through insulin resistance. Moderation analysis was used to assess the influence of dietary n-3 PUFAs on the direct and indirect paths between adiposity and dyslipidemia. Outcomes of primary interest included plasma total cholesterol (TC), LDL-cholesterol (LDL-C), HDL-cholesterol (HDL-C), non-HDL-C, and triglycerides (TG). RESULTS In this Yup'ik study population, we found that up to 21.6% of the total effects of adiposity on plasma TG, HDL-C, and non-HDL-C are mediated through measures of insulin resistance or sensitivity. Moreover, RBC DHA and EPA moderated the positive association between waist circumference (WC) and TC or non-HDL-C, whereas only DHA moderated the positive association between WC and TG. However, the indirect path between WC and plasma lipids was not significantly moderated by dietary n-3 PUFAs. CONCLUSIONS Intake of n-3 PUFAs may independently reduce dyslipidemia through the direct path resulting from excess adiposity in Yup'ik adults. NIR moderation effects suggest that additional nutrients contained in n-3 PUFA-rich foods may also reduce dyslipidemia.
Collapse
Affiliation(s)
- Bert B Boyer
- Oregon Health & Science University, Departments of Obstetrics and Gynecology and Medicine, Portland, OR, USA.
| | - Howard W Wiener
- University of Alabama at Birmingham, Department of Epidemiology, Birmingham, AL, USA
| | - Scarlett E Hopkins
- Oregon Health & Science University, Departments of Obstetrics and Gynecology and Medicine, Portland, OR, USA
| | - Jonathan Q Purnell
- Oregon Health & Science University, Departments of Obstetrics and Gynecology and Medicine, Portland, OR, USA
| | - Diane M O'Brien
- University of Alaska Fairbanks, Department of Biology and Wildlife, Fairbanks, AK, USA
| | - Theresa Aliwarga
- University of Washington, Department of Pharmaceutics, Seattle, WA, USA
| | - Jeremy J Pomeroy
- Marshfield Clinic, Clinical Research Center, Marshfield, WI, USA
| | - Joseph E Aslan
- Oregon Health & Science University, Departments of Obstetrics and Gynecology and Medicine, Portland, OR, USA
| | - Kenneth E Thummel
- University of Washington, Department of Pharmaceutics, Seattle, WA, USA
| | - Hemant K Tiwari
- University of Alabama at Birmingham, Department of Biostatistics, Birmingham, AL, USA
| |
Collapse
|
6
|
Beans JA, Trinidad SB, Blacksher E, Hiratsuka VY, Spicer P, Woodahl EL, Boyer BB, Lewis CM, Gaffney PM, Garrison NA, Burke W. Communicating Precision Medicine Research: Multidisciplinary Teams and Diverse Communities. Public Health Genomics 2022; 25:1-9. [PMID: 35998578 PMCID: PMC9947193 DOI: 10.1159/000525684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 06/21/2022] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Precision medicine research investigates the differences in individuals' genetics, environment, and lifestyle to tailor health prevention and treatment options as part of an emerging model of health care delivery. Advancing precision medicine research will require effective communication across a wide range of scientific and health care disciplines and with research participants who represent diverse segments of the population. METHODS A multidisciplinary group convened over the course of a year and developed precision medicine research case examples to facilitate precision medicine research discussions with communities. RESULTS A shared definition of precision medicine research as well as six case examples of precision medicine research involving genetic risk, pharmacogenetics, epigenetics, the microbiome, mobile health, and electronic health records were developed. DISCUSSION/CONCLUSION The precision medicine research definition and case examples can be used as planning tools to establish a shared understanding of the scope of precision medicine research across multidisciplinary teams and with the diverse communities in which precision medicine research will take place. This shared understanding is vital for successful and equitable progress in precision medicine.
Collapse
Affiliation(s)
- Julie A. Beans
- Southcentral Foundation Research Department, Anchorage, Alaska, United States of America
| | - Susan B. Trinidad
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington, United States of America
| | - Erika Blacksher
- Department of History and Philosophy of Medicine, University of Kansas City Medical Center, Kansas City, Kansas, United States of America Center for Practical Bioethics, Kansas City, Missouri, United States of America
| | - Vanessa Y. Hiratsuka
- Southcentral Foundation Research Department, Anchorage, Alaska, United States of America
- Center for Human Development, University of Alaska Anchorage, Anchorage, Alaska, United States of America
| | - Paul Spicer
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma, United States of America
| | - Erica L. Woodahl
- Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, Montana, United States of America
| | - Bert B. Boyer
- Department of Obstetrics and Gynecology, Oregon Health & Sciences University, Portland, Oregon, United States of America
| | - Cecil M. Lewis
- Department of Anthropology, University of Oklahoma, Norman, Oklahoma, United States of America
- Laboratories of Molecular Anthropology and Microbiome Research, University of Oklahoma, Norman, Oklahoma, United States of America
| | - Patrick M. Gaffney
- Genes and Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, Oklahoma, United States of America
| | - Nanibaa’ A. Garrison
- Institute for Society and Genetics, University of California, Los Angeles, Los Angeles, California, United States of America
- Institute for Precision Health, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, United States of America
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, United States of America
| | - Wylie Burke
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington, United States of America
| |
Collapse
|
7
|
Blacksher E, Trinidad SB, Woodbury RB, Hopkins SE, Woodahl EL, Boyer BB, Burke W, Hiratsuka V. Tribal Deliberations about Precision Medicine Research: Addressing Diversity and Inequity in Democratic Deliberation Design and Evaluation. J Empir Res Hum Res Ethics 2022; 17:304-316. [PMID: 35225705 PMCID: PMC9173705 DOI: 10.1177/15562646221081267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Deliberative democratic engagement is used around the globe to gather informed public input on contentious collective questions. Yet, rarely has it been used to convene individuals exclusively from Indigenous communities. The relative novelty of using this approach to engage tribal communities and concerns about diversity and inequities raise important methodological questions. We describe the design and quality outcomes for a 2.5-day deliberation that elicited views of American Indian and Alaska Native (AIAN) leaders about the potential value and ethical conduct of precision medicine research (PMR), an emerging approach to research that investigates the health effects of individual genetic variation in tandem with variation in health-relevant practices, social determinants, and environmental exposures. The event met key goals, such as relationship and rapport formation, cross-site learning, equality of opportunity to participate, and respect among participants in the context of disagreement.
Collapse
|
8
|
Walker ES, Semmens EO, Belcourt A, Boyer BB, Erdei E, Graham J, Hopkins SE, Lewis JL, Smith PG, Ware D, Weiler E, Ward TJ, Noonan CW. Efficacy of Air Filtration and Education Interventions on Indoor Fine Particulate Matter and Child Lower Respiratory Tract Infections among Rural U.S. Homes Heated with Wood Stoves: Results from the KidsAIR Randomized Trial. Environ Health Perspect 2022; 130:47002. [PMID: 35394807 PMCID: PMC8992966 DOI: 10.1289/ehp9932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 02/18/2022] [Accepted: 03/18/2022] [Indexed: 05/24/2023]
Abstract
BACKGROUND Millions of rural U.S. households are heated with wood stoves. Wood stove use can lead to high indoor concentrations of fine particulate matter [airborne particles ≤2.5μm in aerodynamic diameter (PM2.5)] and is associated with lower respiratory tract infection (LRTI) in children. OBJECTIVES We assessed the impact of low-cost educational and air filtration interventions on childhood LRTI and indoor PM2.5 in rural U.S. homes with wood stoves. METHODS The Kids Air Quality Interventions for Reducing Respiratory Infections (KidsAIR) study was a parallel three-arm (education, portable air filtration unit, control), post-only randomized trial in households from Alaska, Montana, and Navajo Nation (Arizona and New Mexico) with a wood stove and one or more children <5 years of age. We tracked LRTI cases for two consecutive winter seasons and measured indoor PM2.5 over a 6-d period during the first winter. We assessed results using two analytical frameworks: a) intervention efficacy on LRTI and PM2.5 (intent-to-treat), and b) association between PM2.5 and LRTI (exposure-response). RESULTS There were 61 LRTI cases from 14,636 child-weeks of follow-up among 461 children. In the intent-to-treat analysis, children in the education arm [odds ratio (OR)=0.98; 95% confidence interval (CI): 0.35, 2.72] and the filtration arm (OR=1.23; 95% CI: 0.46, 3.32) had similar odds of LRTI vs. control. Geometric mean PM2.5 concentrations were similar to control in the education arm (11.77% higher; 95% CI: -16.57, 49.72) and air filtration arm (6.96% lower; 95% CI: -30.50, 24.55). In the exposure-response analysis, odds of LRTI were 1.45 times higher (95% CI: 1.02, 2.05) per interquartile range (25 μg/m3) increase in mean indoor PM2.5. DISCUSSION We did not observe meaningful differences in LRTI or indoor PM2.5 in the air filtration or education arms compared with the control arm. Results from the exposure-response analysis provide further evidence that biomass air pollution adversely impacts childhood LRTI. Our results highlight the need for novel, effective intervention strategies in households heated with wood stoves. https://doi.org/10.1289/EHP9932.
Collapse
Affiliation(s)
- Ethan S. Walker
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Erin O. Semmens
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Annie Belcourt
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska, USA
- Oregon Health & Science University, Portland, Oregon, USA
| | - Esther Erdei
- Community Environmental Health Program, College of Pharmacy, University of New Mexico Health Sciences Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Jon Graham
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska, USA
- Oregon Health & Science University, Portland, Oregon, USA
| | - Johnnye L. Lewis
- Community Environmental Health Program, College of Pharmacy, University of New Mexico Health Sciences Center, University of New Mexico, Albuquerque, New Mexico, USA
| | - Paul G. Smith
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Desirae Ware
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Emily Weiler
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Tony J. Ward
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| | - Curtis W. Noonan
- Center for Population Health Research, University of Montana, Missoula, Montana, USA
- School of Public and Community Health Sciences, University of Montana, Missoula, Montana, USA
| |
Collapse
|
9
|
Boyer BB, Hopkins SE, Wiener HW, Purnell JQ, O'Brien DM, Zhang CX, Aslan JE, Aliwarga T, Pomeroy JJ, Thummel KE, Tiwari HK. Habitual Intake of Marine-Derived n-3 PUFAs is Inversely Associated with a Cardiometabolic Inflammatory Profile in Yup'ik Alaska Native People. J Nutr 2022; 152:844-855. [PMID: 34871429 PMCID: PMC8891177 DOI: 10.1093/jn/nxab412] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 11/17/2021] [Accepted: 12/01/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The relationship between dietary n-3 PUFAs and the prevention of cardiometabolic diseases, including type 2 diabetes, is unresolved. Examination of the association between n-3 PUFAs and chronic low-grade inflammation in a population where many individuals have had an extremely high intake of marine mammals and fish throughout their lifespan may provide important clues regarding the impact of n-3 PUFAs on health. OBJECTIVES The aim of this study was to explore associations between concentrations of n-3 PUFAs resulting from habitual intake of natural food sources high in fish and marine mammals with immune biomarkers of metabolic inflammation and parameters of glucose regulation. METHODS A total of 569 Yup'ik Alaska Native adults (18-87 years old) were enrolled in this cross-sectional study between December 2016 and November 2019. The RBC nitrogen isotope ratio (NIR; 15N/14N) was used as a validated measure of n-3 PUFA intake to select 165 participant samples from the first and fourth quartiles of n-3 PUFA intakes. Outcomes included 38 pro- and anti-inflammatory cytokines and 8 measures of glucose homeostasis associated with type 2 diabetes risks. These outcomes were evaluated for their associations with direct measurements of EPA, DHA, and arachidonic acid in RBCs. ANALYSIS Linear regression was used to detect significant relationships with cytokines and n-3 PUFAs, adiposity, and glucose-related variables. RESULTS The DHA concentration in RBC membranes was inversely associated with IL-6 (β = -0.0066; P < 0.001); EPA was inversely associated with TNFα (β = -0.4925; P < 0.001); and the NIR was inversely associated with Monocyte chemoattractant protein-1 (MCP-1) (β = -0.8345; P < 0.001) and IL-10 (β = -1.2868; P < 0.001). CONCLUSIONS Habitual intake of marine mammals and fish rich in n-3 PUFAs in this study population of Yup'ik Alaska Native adults is associated with reduced systemic inflammation, which may contribute to the low prevalence of diseases in which inflammation plays an important role.
Collapse
Affiliation(s)
- Bert B Boyer
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Scarlett E Hopkins
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, OR, USA
| | - Howard W Wiener
- Department of Statistics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jonathan Q Purnell
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Diane M O'Brien
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Cindy X Zhang
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Joseph E Aslan
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Theresa Aliwarga
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Jeremy J Pomeroy
- Clinical Research Center, Marshfield Clinic, Marshfield, WI, USA
| | - Kenneth E Thummel
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Hemant K Tiwari
- Department of Statistics, University of Alabama at Birmingham, Birmingham, AL, USA
| |
Collapse
|
10
|
Trinidad SB, Blacksher E, Woodbury RB, Hopkins SE, Burke W, Woodahl EL, Boyer BB, Hiratsuka VY. Precision medicine research with American Indian and Alaska Native communities: Results of a deliberative engagement with tribal leaders. Genet Med 2022; 24:622-630. [PMID: 34906504 PMCID: PMC9754657 DOI: 10.1016/j.gim.2021.11.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/15/2021] [Accepted: 11/03/2021] [Indexed: 01/06/2023] Open
Abstract
PURPOSE Amid calls for greater diversity in precision medicine research, the perspectives of Indigenous people have been underexplored. Our goals were to understand tribal leaders' views regarding the potential benefits and risks of such research, explore its priority for their communities, and identify the policies and safeguards they consider essential. This article reports on the participants' perspectives regarding governance and policy, stewardship and sharing of information and biospecimens, and informed consent. METHODS After informal local dialogs with 21 tribal leaders, we convened a 2.5-day deliberation with tribal leaders (N = 10) in Anchorage, Alaska, in June 2019 using a combination of small group and plenary discussion, ranking, and voting exercises to explore the perspectives on precision medicine research. RESULTS Tribal sovereignty was central to participants' ideas about precision medicine research. Although views were generally positive, provided that the appropriate controls were in place, some kinds of research were deemed unacceptable, and the collection of certain biospecimens was rejected by some participants. Differences were observed regarding the acceptability of broad consent. CONCLUSION Tribal leaders in this study were generally supportive of precision medicine research, with the caveat that tribal oversight is essential for the establishment of research repositories and the conduct of research involving Indigenous participants.
Collapse
Affiliation(s)
| | - Erika Blacksher
- Department of Bioethics and Humanities, UW School of Medicine, Seattle, WA
| | | | - Scarlett E Hopkins
- Department of Obstetrics and Gynecology and The Moore Institute for Nutrition and Wellness, Oregon Health & Science University, Portland, OR
| | - Wylie Burke
- Department of Bioethics and Humanities, UW School of Medicine, Seattle, WA
| | - Erica L Woodahl
- Department of Biomedical & Pharmaceutical Sciences, University of Montana, Missoula, MT
| | - Bert B Boyer
- Department of Obstetrics and Gynecology and The Moore Institute for Nutrition and Wellness, Oregon Health & Science University, Portland, OR
| | | |
Collapse
|
11
|
Hill C, Nash SH, Bersamin A, Hopkins SE, Boyer BB, O’Brien DM, Chi DL. Seasonal variation in added sugar or sugar sweetened beverage intake in Alaska native communities: an exploratory study. Int J Circumpolar Health 2021; 80:1920779. [PMID: 33910491 PMCID: PMC8843354 DOI: 10.1080/22423982.2021.1920779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/01/2021] [Accepted: 03/15/2021] [Indexed: 10/24/2022] Open
Abstract
Excess added sugar intake contributes to tooth decay risk in Alaska Native communities. The goal of this exploratory study was to determine if there is seasonal variation in total added sugar intake or in the leading sources of added sugars in a Yup'ik population. Data were collected in spring and winter from 2008-2010 using self-reported intake data measured by 24-hour recall and by hair biomarker (carbon and nitrogen stable isotope). Seventy Yup'ik participants ages 14-70 years were recruited from two communities and data were collected twice from a subset of 38 participants. Self-reported added sugar intake (g/day), biomarker-predicted added sugar intake (g/day), and leading sources of added sugar were calculated. Seasonal variation was evaluated using a paired sample t-test. Total added sugar intake was 93.6 g/day and did not significantly differ by season. Sodas and other sugar-sweetened beverages (e.g. Tang, Kool-Aid) were the leading sources and added sugar from these sources did not significantly differ by season (p=.54 and p=.89, respectively). No seasonal variation in added sugar intake was detected by either self-report or biomarker. Dietary interventions that reduce intake of added sugars have the potential to reduce tooth decay in Yup'ik communities.
Collapse
Affiliation(s)
- Courtney Hill
- Department of Oral Health Sciences, University of Washington, Seattle, WA, USA
| | - Sarah H. Nash
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Andrea Bersamin
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
- Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Diane M. O’Brien
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska, Fairbanks, AK, USA
| | - Donald L. Chi
- Department of Oral Health Sciences, University of Washington, Seattle, WA, USA
| |
Collapse
|
12
|
Fohner AE, Dalton R, Skagen K, Jackson K, Claw KG, Hopkins SE, Robinson R, Khan BA, Prasad B, Schuetz EG, Nickerson DA, Thornton TA, Dillard DA, Boyer BB, Thummel KE, Woodahl EL. Characterization of CYP3A pharmacogenetic variation in American Indian and Alaska Native communities, targeting CYP3A4*1G allele function. Clin Transl Sci 2021; 14:1292-1302. [PMID: 33503331 PMCID: PMC8301563 DOI: 10.1111/cts.12970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 12/13/2020] [Accepted: 12/13/2020] [Indexed: 01/08/2023] Open
Abstract
The frequencies of genetic variants in the CYP3A4 and CYP3A5 genes differ greatly across global populations, leading to profound differences in the metabolic activity of these enzymes and resulting drug metabolism rates, with important consequences for therapeutic safety and efficacy. Yet, the impact of genetic variants on enzyme activity are incompletely described, particularly in American Indian and Alaska Native (AIAN) populations. To characterize genetic variation in CYP3A4 and CYP3A5 and its effect on enzyme activity, we partnered with AIAN people living in two regions of Alaska: Yup'ik Alaska Native people living in the Yukon-Kuskokwim Delta region of rural southwest Alaska and AIAN people receiving care at the Southcentral Foundation in Anchorage, Alaska. We identified low frequencies of novel and known variation in CYP3A4 and CYP3A5, including low frequencies of the CYP3A4*1G and CYP3A5*1 variants, and linkage disequilibrium patterns that differed from those we previously identified in an American Indian population in western Montana. We also identified increased activity of the CYP3A4*1G allele in vitro and in vivo. We demonstrated that the CYP3A4*1G allele confers increased protein content in human lymphoblastoid cells and both increased protein content and increased activity in human liver microsomes. We confirmed enhanced CYP3A4-mediated 4β-vitamin D hydroxylation activity in Yup'ik people with the CYP3A4*1G allele. AIAN people in Alaska and Montana who carry the CYP3A4*1G allele-coupled with low frequency of the functional CYP3A5*1 variant-may metabolize CYP3A substrates more rapidly than people with the reference CYP3A4 allele.
Collapse
Affiliation(s)
- Alison E. Fohner
- Department of EpidemiologyUniversity of WashingtonSeattleWashingtonUSA
| | - Rachel Dalton
- Department of Biomedical and Pharmaceutical SciencesUniversity of MontanaMissoulaMontanaUSA
| | - Kasse Skagen
- Department of Biomedical and Pharmaceutical SciencesUniversity of MontanaMissoulaMontanaUSA
| | - Konner Jackson
- Department of Biomedical and Pharmaceutical SciencesUniversity of MontanaMissoulaMontanaUSA
| | - Katrina G. Claw
- Division of Biomedical Informatics and Personalized MedicineUniversity of ColoradoAuroraColoradoUSA
| | - Scarlett E. Hopkins
- Department of Obstetrics and GynecologyOregon Health & Science UniversityPortlandOregonUSA
| | | | | | - Bhagwat Prasad
- Department of PharmaceuticsUniversity of WashingtonSeattleWashingtonUSA
| | - Erin G. Schuetz
- Department of Pharmaceutical SciencesSt. Jude Children’s Research HospitalMemphisTennesseeUSA
| | | | | | | | - Bert B. Boyer
- Department of Obstetrics and GynecologyOregon Health & Science UniversityPortlandOregonUSA
| | | | - Erica L. Woodahl
- Department of Biomedical and Pharmaceutical SciencesUniversity of MontanaMissoulaMontanaUSA
| |
Collapse
|
13
|
Walker ES, Noonan CW, Semmens EO, Ware D, Smith P, Boyer BB, Erdei E, Hopkins SE, Lewis J, Belcourt A, Ward TJ. Indoor fine particulate matter and demographic, household, and wood stove characteristics among rural US homes heated with wood fuel. Indoor Air 2021; 31:1109-1124. [PMID: 33620109 PMCID: PMC8217112 DOI: 10.1111/ina.12808] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 02/03/2021] [Accepted: 02/04/2021] [Indexed: 05/31/2023]
Abstract
Household heating using wood stoves is common practice in many rural areas of the United States (US) and can lead to elevated concentrations of indoor fine particulate matter (PM2.5 ). We collected 6-day measures of indoor PM2.5 during the winter and evaluated household and stove-use characteristics in homes at three rural and diverse study sites. The median indoor PM2.5 concentration across all homes was 19 µg/m3 , with higher concentrations in Alaska (median = 30, minimum = 4, maximum = 200, n = 10) and Navajo Nation homes (median = 29, minimum = 3, maximum = 105, n = 23) compared with Montana homes (median = 16, minimum = 2, maximum = 139, n = 59). Households that had not cleaned the chimney within the past year had 65% higher geometric mean PM2.5 compared to those with chimney cleaned within 6 months (95% confidence interval [CI]: -1, 170). Based on a novel wood stove grading method, homes with low-quality and medium-quality stoves had substantially higher PM2.5 compared to homes with higher-quality stoves (186% higher [95% CI: 32, 519] and 161% higher; [95% CI:27, 434], respectively). Our findings highlight the need for, and complex nature of, regionally appropriate interventions to reduce indoor air pollution in rural wood-burning regions. Higher-quality stoves and behavioral practices such as regular chimney cleaning may help improve indoor air quality in such homes.
Collapse
Affiliation(s)
- Ethan S. Walker
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Curtis W. Noonan
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Erin O. Semmens
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Desirae Ware
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Paul Smith
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, AK, USA
- Oregon Health & Science University, Portland, OR, USA
| | - Esther Erdei
- Community Environmental Health Program, University of New Mexico College of Pharmacy, Health Sciences Center, Albuquerque, NM, USA
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, AK, USA
- Oregon Health & Science University, Portland, OR, USA
| | - Johnnye Lewis
- Community Environmental Health Program, University of New Mexico College of Pharmacy, Health Sciences Center, Albuquerque, NM, USA
| | - Annie Belcourt
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Tony J. Ward
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| |
Collapse
|
14
|
Henderson LM, Hopkins SE, Boyer BB, Thornton TA, Rettie AE, Thummel KE. In Vivo Functional Effects of CYP2C9 M1L, a Novel and Common Variant in the Yup'ik Alaska Native Population. Drug Metab Dispos 2021; 49:345-352. [PMID: 33632714 PMCID: PMC8008381 DOI: 10.1124/dmd.120.000301] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 02/04/2021] [Indexed: 12/03/2022] Open
Abstract
Alaska Native people are under-represented in genetic research but have unique gene variation that may critically impact their response to pharmacotherapy. Full resequencing of CYP2C9 in a cross-section of this population identified CYP2C9 Met1Leu (M1L), a novel, relatively common single nucleotide polymorphism hypothesized to confer CYP2C9 poor metabolizer phenotype by disrupting the start codon. M1L is present at a minor allele frequency of 6.3% in Yup'ik Alaska Native people and thus can contribute to the risk of an adverse drug response from narrow-therapeutic-index CYP2C9 substrates such as (S)-warfarin. This study's objective was to characterize the catalytic efficiency of the Leu1 variant enzyme in vivo by evaluating the pharmacokinetic behavior of naproxen, a probe substrate for CYP2C9 activity, in genotyped Yup'ik participants. We first confirmed the selectivity of (S)-naproxen O-demethylation by CYP2C9 using activity-phenotyped human liver microsomes and selective cytochrome P450 inhibitors and then developed and validated a novel liquid chromatography mass spectrometry method for simultaneous quantification of (S)-naproxen, (S)-O-desmethylnaproxen, and naproxen acyl glucuronide in human urine. The average ratio of (S)-O-desmethylnaproxen to unchanged (S)-naproxen in urine was 18.0 ± 8.0 (n = 11) for the homozygous CYP2C9Met1 reference group and 10.3 ± 6.6 (n = 11) for the Leu1 variant carrier group (P = 0.011). The effect of M1L variation on CYP2C9 function and its potential to alter the pharmacokinetics of drugs metabolized by the enzyme has clinical implications and should be included in a variant screening panel when pharmacogenetic testing in the Alaska Native population is warranted. SIGNIFICANCE STATEMENT: The novel CYP2C9 Met1Leu variant in Alaska Native people was recently identified. This study validated (S)-naproxen as a CYP2C9 probe substrate to characterize the in vivo functional activity of the CYP2C9 Leu1 variant. The results of this pharmacogenetic-pharmacokinetic study suggest that the CYP2C9 Leu1 variant exhibits loss of enzyme activity. This finding may be important to consider when administering narrow-therapeutic-index medications metabolized by CYP2C9 and also compels further investigation to characterize novel genetic variation in understudied populations.
Collapse
Affiliation(s)
- Lindsay M Henderson
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| | - Scarlett E Hopkins
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| | - Bert B Boyer
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| | - Timothy A Thornton
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| | - Allan E Rettie
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| | - Kenneth E Thummel
- Departments of Pharmaceutics (L.M.H., K.E.T.), Biostatistics (T.A.T.), and Medicinal Chemistry (A.E.R.), University of Washington, Seattle, Washington; and Department of Obstetrics and Gynecology (S.E.H., B.B.B.), Oregon Health & Science University, Portland, Oregon
| |
Collapse
|
15
|
Noonan CW, Semmens EO, Ware D, Smith P, Boyer BB, Erdei E, Hopkins SE, Lewis J, Ward TJ. Wood stove interventions and child respiratory infections in rural communities: KidsAir rationale and methods. Contemp Clin Trials 2020; 89:105909. [PMID: 31838259 PMCID: PMC7242120 DOI: 10.1016/j.cct.2019.105909] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 11/25/2019] [Accepted: 12/10/2019] [Indexed: 11/20/2022]
Abstract
BACKGROUND Acute lower respiratory tract infections (LRTIs) account for >27% of all hospitalizations among US children under five years of age. Residential burning of biomass for heat leads to elevated indoor levels of fine particulate matter (PM2.5) that often exceed current health based air quality standards. This is concerning as PM2.5 exposure is associated with many adverse health outcomes, including a greater than three-fold increased risk of LRTIs. Evidence-based efforts are warranted in rural and American Indian/Alaska Native (AI/AN) communities in the US that suffer from elevated rates of childhood LRTI and commonly use wood for residential heating. DESIGN In three rural and underserved settings, we conducted a three-arm randomized controlled, post-only intervention trial in wood stove homes with children less than five years old. Education and household training on best-burn practices were introduced as one intervention arm (Tx1). This intervention was evaluated against an indoor air filtration unit arm (Tx2), as well as a control arm (Tx3). The primary outcome was LRTI incidence among children under five years of age. DISCUSSION To date, exposure reduction strategies in wood stove homes have been either inconsistently effective or include factors that limit widespread dissemination and continued compliance in rural and economically disadvantaged populations. As part of the "KidsAIR" study described herein, the overall hypothesis was that a low-cost, educational intervention targeting indoor wood smoke PM2.5 exposures would be a sustainable approach for reducing children's risk of LRTI in rural and AI/AN communities.
Collapse
Affiliation(s)
- Curtis W Noonan
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA.
| | - Erin O Semmens
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Desirae Ware
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Paul Smith
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, AK, USA; Oregon Health Science University, Portland, OR, USA
| | - Esther Erdei
- Community Environmental Health Program, University of New Mexico College of Pharmacy, Health Sciences Center, Albuquerque, NM, USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, AK, USA; Oregon Health Science University, Portland, OR, USA
| | - Johnnye Lewis
- Community Environmental Health Program, University of New Mexico College of Pharmacy, Health Sciences Center, Albuquerque, NM, USA
| | - Tony J Ward
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT, USA
| |
Collapse
|
16
|
Choy K, Nash SH, Hill C, Bersamin A, Hopkins SE, Boyer BB, O'Brien DM. The Nitrogen Isotope Ratio Is a Biomarker of Yup'ik Traditional Food Intake and Reflects Dietary Seasonality in Segmental Hair Analyses. J Nutr 2019; 149:1960-1966. [PMID: 31268149 PMCID: PMC6825821 DOI: 10.1093/jn/nxz144] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Revised: 05/29/2019] [Accepted: 06/04/2019] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The nitrogen isotope ratio (NIR) is a promising index of traditional food intake for an Alaska Native (Yup'ik) population, which can be measured in blood and hair. However, the NIR has not been calibrated to high-quality measures of Yup'ik traditional food intake. OBJECTIVES Our primary objective was to examine associations between intakes of Yup'ik traditional food groups, including fish, marine mammals, birds, land mammals, berries, greens, and total traditional foods, and the NIR. In an exploratory analysis, we also examined whether NIR analyzed sequentially along hair could reflect dietary seasonality. METHODS We recruited 68 participants from 2 Yup'ik communities in the Yukon Kuskokwim region of Southwest Alaska (49% female, aged 14-79 y). Participants completed 4 unscheduled 24-h food recalls over the period peak of RBC and hair synthesis preceding a specimen collection visit. The NIR was measured in RBCs ( n = 68), a proximal hair section (n = 58), and sequential segments of hair from individuals in the upper 2 quartiles of traditional food intake having hair >6 cm in length, plus 2 low subsistence participants for reference (n = 18). Diet-biomarker associations were assessed using Pearson's correlation and linear regression. RESULTS Intakes of fish, marine mammals, berries, and greens were significantly associated with the NIR. The strongest dietary association was with total traditional food intake (R2 = 0.62), which indicated that each 1‰ increase in the RBC NIR corresponded to 8% of energy from traditional foods. Hair NIR appeared to fluctuate seasonally in some individuals, peaking in the summertime. CONCLUSIONS Findings support the use of the RBC and hair NIR to assess total traditional food intake in a Yup'ik population. Analyses of sequential hair NIR provided evidence of seasonality in traditional food intake, although seasonal variations were modest relative to interindividual variation.
Collapse
Affiliation(s)
- Kyungcheol Choy
- Department of Cultural Anthropology, Hanyang University ERICA, Ansan, South Korea,Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Sarah H Nash
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Courtney Hill
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Andrea Bersamin
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA,Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA,Department of Obstetrics and Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Diane M O'Brien
- Center for Alaska Native Health Research, Institute for Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA,Address correspondence to DMO (e-mail: )
| |
Collapse
|
17
|
Grarup N, Moltke I, Andersen MK, Bjerregaard P, Larsen CVL, Dahl-Petersen IK, Jørsboe E, Tiwari HK, Hopkins SE, Wiener HW, Boyer BB, Linneberg A, Pedersen O, Jørgensen ME, Albrechtsen A, Hansen T. Identification of novel high-impact recessively inherited type 2 diabetes risk variants in the Greenlandic population. Diabetologia 2018; 61:2005-2015. [PMID: 29926116 PMCID: PMC6096637 DOI: 10.1007/s00125-018-4659-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 05/03/2018] [Indexed: 12/21/2022]
Abstract
AIMS/HYPOTHESIS In a recent study using a standard additive genetic model, we identified a TBC1D4 loss-of-function variant with a large recessive impact on risk of type 2 diabetes in Greenlanders. The aim of the current study was to identify additional genetic variation underlying type 2 diabetes using a recessive genetic model, thereby increasing the power to detect variants with recessive effects. METHODS We investigated three cohorts of Greenlanders (B99, n = 1401; IHIT, n = 3115; and BBH, n = 547), which were genotyped using Illumina MetaboChip. Of the 4674 genotyped individuals passing quality control, 4648 had phenotype data available, and type 2 diabetes association analyses were performed for 317 individuals with type 2 diabetes and 2631 participants with normal glucose tolerance. Statistical association analyses were performed using a linear mixed model. RESULTS Using a recessive genetic model, we identified two novel loci associated with type 2 diabetes in Greenlanders, namely rs870992 in ITGA1 on chromosome 5 (OR 2.79, p = 1.8 × 10-8), and rs16993330 upstream of LARGE1 on chromosome 22 (OR 3.52, p = 1.3 × 10-7). The LARGE1 variant did not reach the conventional threshold for genome-wide significance (p < 5 × 10-8) but did withstand a study-wide Bonferroni-corrected significance threshold. Both variants were common in Greenlanders, with minor allele frequencies of 23% and 16%, respectively, and were estimated to have large recessive effects on risk of type 2 diabetes in Greenlanders, compared with additively inherited variants previously observed in European populations. CONCLUSIONS/INTERPRETATION We demonstrate the value of using a recessive genetic model in a historically small and isolated population to identify genetic risk variants. Our findings give new insights into the genetic architecture of type 2 diabetes, and further support the existence of high-effect genetic risk factors of potential clinical relevance, particularly in isolated populations. DATA AVAILABILITY The Greenlandic MetaboChip-genotype data are available at European Genome-Phenome Archive (EGA; https://ega-archive.org/ ) under the accession EGAS00001002641.
Collapse
Affiliation(s)
- Niels Grarup
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Ida Moltke
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen, Denmark
| | - Mette K Andersen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Peter Bjerregaard
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
- Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland
| | - Christina V L Larsen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
- Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland
| | - Inger K Dahl-Petersen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Emil Jørsboe
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen, Denmark
| | - Hemant K Tiwari
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Howard W Wiener
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Allan Linneberg
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, The Capital Region, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Oluf Pedersen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Marit E Jørgensen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
- Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland
- Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | - Anders Albrechtsen
- The Bioinformatics Centre, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200, Copenhagen, Denmark.
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark.
- Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.
| |
Collapse
|
18
|
Ryman TK, Boyer BB, Hopkins SE, Philip J, Thompson B, Beresford SAA, Thummel KE, Austin MA. Association between iq'mik smokeless tobacco use and cardiometabolic risk profile among Yup'ik Alaska Native people. Ethn Health 2018; 23:488-502. [PMID: 28116909 PMCID: PMC5796859 DOI: 10.1080/13557858.2017.1280136] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
OBJECTIVE The traditional lifestyle of Yup'ik Alaska Native people, including a diet abundant in marine-based foods and physical activity, may be cardio-protective. However, iq'mik, a traditional form of smokeless tobacco used by >50% of Yup'ik adults, could increase cardiometabolic (CM) risk. Our objective was to characterize the associations between iq'mik use and biomarkers of CM status (low-density lipoprotein cholesterol [LDL-C], high-density lipoprotein cholesterol [HDL-C], triglycerides [TG], systolic blood pressure [SBP] and diastolic blood pressure [DBP], glycated hemoglobin [HbA1c], fasting blood glucose [FBG], waist circumference [WC], and body mass index [BMI]). DESIGN We assessed these associations using data from a cross-sectional sample of Yup'ik adults (n = 874). Current iq'mik use, demographic, and lifestyle data were collected through interviews. Fasting blood samples were collected to measure LDL-C, HDL-C, TG, HbA1c, and FBG. SBP, DBP, WC, and BMI were obtained by physical examination. We characterized the association between current iq'mik use and continuous biomarkers of CM status using multiple approaches, including adjustment for measures of Yup'ik lifestyle and a propensity score. RESULTS Based on either adjustment method, current iq'mik use was significantly and positively associated with at least 5% higher HDL-C, and significantly associated but in an inverse direction with multiple biomarkers of CM status including 7% lower TG, 0.05% lower HbA1c, 2% lower FBG, 4% lower WC, and 4% lower BMI. Observed associations for LDL-C, SBP, and DBP varied by adjustment method. CONCLUSIONS This inverse association between iq'mik use and cardiometabolic risk status has not been previously reported. Additional research is needed to replicate these findings and explore physiological mechanisms and/or confounding factors.
Collapse
Affiliation(s)
- Tove K Ryman
- a Department of Epidemiology, School of Public Health , University of Washington , Seattle , WA , USA
| | - Bert B Boyer
- b Center for Alaska Native Health Research , University of Alaska Fairbanks , Fairbanks , AK , USA
| | - Scarlett E Hopkins
- b Center for Alaska Native Health Research , University of Alaska Fairbanks , Fairbanks , AK , USA
| | - Jacques Philip
- b Center for Alaska Native Health Research , University of Alaska Fairbanks , Fairbanks , AK , USA
| | - Beti Thompson
- c Department of Health Services , University of Washington , Seattle , WA , USA
| | - Shirley A A Beresford
- a Department of Epidemiology, School of Public Health , University of Washington , Seattle , WA , USA
| | - Kenneth E Thummel
- d Department of Pharmaceutics , University of Washington , Seattle , WA , USA
| | - Melissa A Austin
- a Department of Epidemiology, School of Public Health , University of Washington , Seattle , WA , USA
| |
Collapse
|
19
|
Henderson LM, Hopkins S, Boyer BB, Thummel KE. Characterization of the
In Vivo
Catalytic Efficiency of
CYP2C9 M1L
, a Novel and Common Variant in the Yup'ik Alaska Native Population. FASEB J 2018. [DOI: 10.1096/fasebj.2018.32.1_supplement.564.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Scarlett Hopkins
- Center for Alaska Native Health ResearchUniversity of Alaska FairbanksFairbanksAK
| | - Bert B. Boyer
- Center for Alaska Native Health ResearchUniversity of Alaska FairbanksFairbanksAK
| | | |
Collapse
|
20
|
Au NT, Ryman T, Rettie AE, Hopkins SE, Boyer BB, Black J, Philip J, Yracheta J, Fohner AE, Reyes M, Thornton TA, Austin MA, Thummel KE. Dietary Vitamin K and Association with Hepatic Vitamin K Status in a Yup'ik Study Population from Southwestern Alaska. Mol Nutr Food Res 2018; 62:10.1002/mnfr.201700746. [PMID: 29094808 PMCID: PMC5803412 DOI: 10.1002/mnfr.201700746] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 10/10/2017] [Indexed: 01/15/2023]
Abstract
SCOPE The relationship between dietary vitamin K and plasma PIVKA-II concentration, a biomarker of hepatic vitamin K status, in a Yup'ik study population in southwestern Alaska is investigated. METHODS AND RESULTS A total of 659 male and female, self-reported Yup'ik people, ≥14 years of age, were enrolled. Blood is collected for genotyping and plasma PIVKA-II biomarker analysis. A Yup'ik-specific dietary food frequency questionnaire is used to assess vitamin K intake. Among the participants, 22% report not consuming foods rich in vitamin K during the past year and 36% have a PIVKA-II concentration ≥ 2 ng mL-1 , indicating vitamin K insufficiency. The odds of an elevated PIVKA-II concentration are 33% lower in individuals reporting any versus no consumption of vitamin-K-rich foods. The association is significant after adjusting for CYP4F2*3 genotype. Tundra greens are high in vitamin K1 content, but an exploratory analysis suggests that subsistence meat sources have a greater effect on vitamin K status. CONCLUSIONS A substantial proportion of the Yup'ik population exhibits vitamin K insufficiency, which is associated with low consumption of vitamin K rich foods and which might affect an individual's response to anticoagulant drugs such as warfarin that target the vitamin K cycle.
Collapse
Affiliation(s)
- Nicholas T Au
- Department of Medicinal Chemistry, University of Washington, Seattle, WA, USA
| | - Tove Ryman
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Allan E Rettie
- Department of Medicinal Chemistry, University of Washington, Seattle, WA, USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Jynene Black
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Jacques Philip
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Joseph Yracheta
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Alison E Fohner
- Institute for Public Health Genetics, University of Washington, Seattle, WA, USA
| | - Morayma Reyes
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | | | - Melissa A Austin
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Kenneth E Thummel
- Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| |
Collapse
|
21
|
Henderson LM, Claw KG, Woodahl EL, Robinson RF, Boyer BB, Burke W, Thummel KE. P450 Pharmacogenetics in Indigenous North American Populations. J Pers Med 2018; 8:jpm8010009. [PMID: 29389890 PMCID: PMC5872083 DOI: 10.3390/jpm8010009] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 01/19/2018] [Accepted: 01/22/2018] [Indexed: 12/14/2022] Open
Abstract
Indigenous North American populations, including American Indian and Alaska Native peoples in the United States, the First Nations, Métis and Inuit peoples in Canada and Amerindians in Mexico, are historically under-represented in biomedical research, including genomic research on drug disposition and response. Without adequate representation in pharmacogenetic studies establishing genotype-phenotype relationships, Indigenous populations may not benefit fully from new innovations in precision medicine testing to tailor and improve the safety and efficacy of drug treatment, resulting in health care disparities. The purpose of this review is to summarize and evaluate what is currently known about cytochrome P450 genetic variation in Indigenous populations in North America and to highlight the importance of including these groups in future pharmacogenetic studies for implementation of personalized drug therapy.
Collapse
Affiliation(s)
- Lindsay M Henderson
- Departments of Pharmaceutics, University of Washington, Seattle, WA 98195, USA.
| | - Katrina G Claw
- Departments of Pharmaceutics, University of Washington, Seattle, WA 98195, USA.
| | - Erica L Woodahl
- Department of Biomedical and Pharmaceutical Sciences, University of Montana, Missoula, MT 59812, USA.
| | - Renee F Robinson
- Southcentral Foundation, Anchorage, AK 99508, USA.
- United States Public Health Service, Department of Human Services, Washington, DC 20201, USA.
| | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK 99775, USA.
| | - Wylie Burke
- Bioethics & Humanities, University of Washington, Seattle, WA 98195, USA.
| | - Kenneth E Thummel
- Departments of Pharmaceutics, University of Washington, Seattle, WA 98195, USA.
| |
Collapse
|
22
|
Philip J, Ryman TK, Hopkins SE, O'Brien DM, Bersamin A, Pomeroy J, Thummel KE, Austin MA, Boyer BB, Dombrowski K. Bi-cultural dynamics for risk and protective factors for cardiometabolic health in an Alaska Native (Yup'ik) population. PLoS One 2017; 12:e0183451. [PMID: 29091709 PMCID: PMC5665420 DOI: 10.1371/journal.pone.0183451] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 08/06/2017] [Indexed: 11/17/2022] Open
Abstract
Alaska Native people experience disparities in mortality from heart disease and stroke. This work attempts to better understand the relationships between socioeconomic, behavioral, and cardiometabolic risk factors among Yup'ik people of southwestern Alaska, with a focus on the role of the socioeconomic, and cultural components. Using a cross-sectional sample of 486 Yup'ik adults, we fitted a Partial Least Squares Path Model (PLS-PM) to assess the associations between components, including demographic factors [age and gender], socioeconomic factors [education, economic status, Yup'ik culture, and Western culture], behavioral factors [diet, cigarette smoking and smokeless tobacco use, and physical activity], and cardiometabolic risk factors [adiposity, triglyceride-HDL and LDL lipids, glycemia, and blood pressure]. We found relatively mild associations of education and economic status with cardiometabolic risk factors, in contrast with studies in other populations. The socioeconomic factor and participation in Yup'ik culture had potentially protective associations with adiposity, triglyceride-HDL lipids, and blood pressure, whereas participation in Western culture had a protective association with blood pressure. We also found a moderating effect of participation in Western culture on the relationships between Yup'ik culture participation and both blood pressure and LDL lipids, indicating a potentially beneficial additional effect of bi-culturalism. Our results suggest that reinforcing protective effects of both Yup'ik and Western cultures could be useful for interventions aimed at reducing cardiometabolic health disparities.
Collapse
Affiliation(s)
- Jacques Philip
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Tove K. Ryman
- Bill and Melinda Gates Foundation, Seattle, Washington, United States of America
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Diane M. O'Brien
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Andrea Bersamin
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Jeremy Pomeroy
- Marshfield Clinic Research Institute, Marshfield, Wisconsin, United States of America
| | - Kenneth E. Thummel
- Department of Pharmaceutics, University of Washington, Seattle, Washington, United States of America
| | - Melissa A. Austin
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington, United States of America
| | - Bert B. Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Kirk Dombrowski
- Department of Sociology, University of Nebraska, Lincoln, Nebraska, United States of America
| |
Collapse
|
23
|
O’Brien DM, Thummel KE, Bulkow LR, Wang Z, Corbin B, Klejka J, Hopkins SE, Boyer BB, Hennessy TW, Singleton R. Declines in traditional marine food intake and vitamin D levels from the 1960s to present in young Alaska Native women. Public Health Nutr 2017; 20:1738-1745. [PMID: 27465921 PMCID: PMC5274583 DOI: 10.1017/s1368980016001853] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 05/23/2016] [Accepted: 06/15/2016] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To measure the trends in traditional marine food intake and serum vitamin D levels in Alaska Native women of childbearing age (20-29 years old) from the 1960s to the present. DESIGN We measured a biomarker of traditional food intake, the δ15N value, and vitamin D level, as 25-hydroxycholecalciferol (25(OH)D3) concentration, in 100 serum samples from 20-29-year-old women archived in the Alaska Area Specimen Bank, selecting twenty-five per decade from the 1960s to the 1990s. We compared these with measurements of red-blood-cell δ15N values and serum 25(OH)D3 concentrations from 20-29-year-old women from the same region collected during the 2000s and 2010s in a Center for Alaska Native Health Research study. SETTING The Yukon Kuskokwim Delta region of south-west Alaska. SUBJECTS Alaska Native women (n 319) aged 20-29 years at the time of specimen collection. RESULTS Intake of traditional marine foods, as measured by serum δ15N values, decreased significantly each decade from the 1960s through the 1990s, then remained constant from the 1990s through the present (F 5,306=77·4, P<0·0001). Serum vitamin D concentrations also decreased from the 1960s to the present (F 4,162=26·1, P<0·0001). CONCLUSIONS Consumption of traditional marine foods by young Alaska Native women dropped significantly between the 1960s and the 1990s and was associated with a significant decline in serum vitamin D concentrations. Studies are needed to evaluate the promotion of traditional marine foods and routine vitamin D supplementation during pregnancy for this population.
Collapse
Affiliation(s)
- Diane M O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, PO Box 757000, Fairbanks, AK 99775–7000, USA
- Department of Biology and Wildlife, University of Alaska, Fairbanks, AK, USA
| | | | - Lisa R Bulkow
- Arctic Investigations Program, Division of Preparedness and Emerging Infections, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Anchorage, AK, USA
| | - Zhican Wang
- School of Pharmacy, University of Washington, Seattle, WA, USA
| | - Brittany Corbin
- Department of Biology and Wildlife, University of Alaska, Fairbanks, AK, USA
| | | | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, PO Box 757000, Fairbanks, AK 99775–7000, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, PO Box 757000, Fairbanks, AK 99775–7000, USA
| | - Thomas W Hennessy
- Arctic Investigations Program, Division of Preparedness and Emerging Infections, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Anchorage, AK, USA
| | - Rosalyn Singleton
- Arctic Investigations Program, Division of Preparedness and Emerging Infections, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Anchorage, AK, USA
- Alaska Native Tribal Health Consortium, Division of Community Health Services, Anchorage, AK, USA
| |
Collapse
|
24
|
Au NT, Reyes M, Boyer BB, Hopkins SE, Black J, O’Brien D, Fohner AE, Yracheta J, Thornton T, Austin MA, Burke W, Thummel KE, Rettie AE. Dietary and genetic influences on hemostasis in a Yup'ik Alaska Native population. PLoS One 2017; 12:e0173616. [PMID: 28376131 PMCID: PMC5380313 DOI: 10.1371/journal.pone.0173616] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 02/23/2017] [Indexed: 11/23/2022] Open
Abstract
Fish and marine animals are important components of the subsistence diet of Alaska Native people, resulting in a high ω3 PUFA intake. The historical record for circumpolar populations highlights a tendency for facile bleeding, possibly related to ω3 PUFA effects on platelet activation and/or vitamin K-dependent clotting factors. To evaluate these two scenarios in Yup'ik people of southwestern Alaska, we examined the association between dietary ω3 PUFA intake and activities of clotting factor II, V, fibrinogen, PT, INR, PTT, and sP-selectin in 733 study participants, using the nitrogen isotope ratio of red blood cells as a biomarker of ω3 PUFA consumption. sP-selectin alone correlated strongly and inversely with ω3 PUFA consumption. Approximately 36% of study participants exhibited PIVKA-II values above the threshold of 2 ng/ml, indicative of low vitamin K status. To assess genetic influences on vitamin K status, study participants were genotyped for common vitamin K cycle polymorphisms in VKORC1, GGCX and CYP4F2. Only CYP4F2*3 associated significantly with vitamin K status, for both acute (plasma vitamin K) and long-term (PIVKA-II) measures. These findings suggest: (i) a primary association of ω3 PUFAs on platelet activation, as opposed to vitamin K-dependent clotting factor activity, (ii) that reduced CYP4F2 enzyme activity associates with vitamin K status. We conclude that high ω3 PUFA intake promotes an anti-platelet effect and speculate that the high frequency of the CYP4F2*3 allele in Yup'ik people (~45%) evolved in response to a need to conserve body stores of vitamin K due to environmental limitations on its availability.
Collapse
Affiliation(s)
- Nicholas T. Au
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington, United States of America
| | - Morayma Reyes
- Department of Laboratory Medicine, University of Washington, Seattle, Washington, United States of America
| | - Bert B. Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Jynene Black
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Diane O’Brien
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, United States of America
| | - Alison E. Fohner
- Public Health Genetics, University of Washington, Seattle, Washington, United States of America
| | - Joe Yracheta
- Department of Pharmaceutics, University of Washington, Seattle, Washington, United States of America
| | - Timothy Thornton
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Melissa A. Austin
- Department of Epidemiology, University of Washington, Seattle, Washington, United States of America
| | - Wylie Burke
- Department of Medical Ethics, University of Washington, Seattle, Washington, United States of America
| | - Kenneth E. Thummel
- Department of Pharmaceutics, University of Washington, Seattle, Washington, United States of America
| | - Allan E. Rettie
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington, United States of America
| |
Collapse
|
25
|
Koller KR, Flanagan CA, Day GE, Patten C, Umans JG, Austin MA, Hopkins SE, Raindl C, B. Boyer B. High tobacco use prevalence with significant regional and sex differences in smokeless tobacco use among Western Alaska Native people: the WATCH study. Int J Circumpolar Health 2017; 76:1398009. [PMID: 29130421 PMCID: PMC5700538 DOI: 10.1080/22423982.2017.1398009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 10/21/2017] [Indexed: 11/03/2022] Open
Abstract
Tobacco use prevalence among Alaska Native (AN) people living in Alaska is greater than the general population prevalence statewide and nationally. Better understanding of regional tobacco use is needed to improve cessation efforts and reduce prevalence. Using self-reported baseline data from the Western Alaska Tribal Collaborative for Health study, we describe tobacco use patterns among AN people in two western Alaska regions. Data were stratified by age group and sex. Dual- and multi-product use in the Yukon-Kuskokwim (Y-K) region was stratified by concurrent vs sequential use. Overall, 87% of the cohort reported having used tobacco. In Norton Sound, cigarette (98%) was the predominant tobacco type. In Y-K 71% smoked, 76% used smokeless tobacco (ST), with 47% reporting use of both products. ST use in Y-K consisted of commercial ST and homemade iqmik. Y-K women reported more ST product use, while men reported more cigarette use. Among dual- and multi-product users, the majority reported concurrent use, with no significant differences between men and women. Distinct regional differences include high smoking prevalence in Norton Sound and frequent use of smoking and ST products in Y-K. Findings support modification of cessation programmes to address regional variations in tobacco use patterns.
Collapse
Affiliation(s)
- Kathryn R. Koller
- Alaska Native Tribal Health Consortium Division of Community Health Services, Anchorage, AK, USA
| | - Christie A. Flanagan
- Alaska Native Tribal Health Consortium Division of Community Health Services, Anchorage, AK, USA
| | - Gretchen E. Day
- Alaska Native Tribal Health Consortium Division of Community Health Services, Anchorage, AK, USA
| | - Christi Patten
- Mayo Clinic Department of Psychiatry and Psychology, Rochester, MN, USA
| | - Jason G. Umans
- MedStar Health Research Institute, Hyattsville, MD, USA
- Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Melissa A. Austin
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Scarlett E. Hopkins
- University of Alaska Fairbanks Center for Alaska Native Health Research, Fairbanks, AK, USA
| | - Cheryl Raindl
- Texas Biomedical Research Institute, San Antonio, TX, USA
| | - Bert B. Boyer
- University of Alaska Fairbanks Center for Alaska Native Health Research, Fairbanks, AK, USA
| |
Collapse
|
26
|
Boyer BB, Mohatt GV, Pasker RL, Drew EM, McGlone KK. Sharing results from complex disease genetics studies: a community based participatory research approach. Int J Circumpolar Health 2016; 66:19-30. [PMID: 17451131 DOI: 10.3402/ijch.v66i1.18221] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Dissemination of research results to communities builds capacity of the community to understand and utilize the results. The objective of this manuscript was to propose a culturally appropriate approach to disseminate complex disease genetics research findings in small Alaska Native communities. STUDY DESIGN The Center for Alaska Native Health Research is a community-based participatory research project (CBPR) directed at understanding the interactions between genetic, nutritional and psychosocial risk factors for obesity, diabetes, and cardiovascular disease in Yup'ik Eskimos. METHODS We have consulted with regional healthcare providers, tribal leaders, and university-, local-, and national-institutional review boards to identify potential mechanisms for sharing population-based genetics research results or progress. RESULTS We propose a six step CBPR-approach to conducting genetics research in isolated identifiable communities. This CPBR-approach includes generating a common research question, determining community interest, recruitment, capacity building, sharing power and control, avoiding group harm, and development of culturally appropriate dissemination procedures. CONCLUSIONS Research scientists and community members should both benefit from population-based genetics research. Although we are just beginning our discussions with regard to sharing genetics research progress and findings, we believe that it is essential move forward as co-researchers in the CBPR enterprise.
Collapse
Affiliation(s)
- Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks 99775, USA.
| | | | | | | | | |
Collapse
|
27
|
Lemas DJ, Klimentidis YC, Aslibekyan S, Wiener HW, O'Brien DM, Hopkins SE, Stanhope KL, Havel PJ, Allison DB, Fernandez JR, Tiwari HK, Boyer BB. Polymorphisms in stearoyl coa desaturase and sterol regulatory element binding protein interact with N-3 polyunsaturated fatty acid intake to modify associations with anthropometric variables and metabolic phenotypes in Yup'ik people. Mol Nutr Food Res 2016; 60:2642-2653. [PMID: 27467133 DOI: 10.1002/mnfr.201600170] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Revised: 07/09/2016] [Accepted: 07/21/2016] [Indexed: 11/08/2022]
Abstract
SCOPE n-3 polyunsaturated fatty acid (n-3 PUFA) intake is associated with protection from obesity; however, the mechanisms of protection remain poorly characterized. The stearoyl CoA desaturase (SCD), insulin-sensitive glucose transporter (SLC2A4), and sterol regulatory element binding protein (SREBF1) genes are transcriptionally regulated by n-3 PUFA intake and harbor polymorphisms associated with obesity. The present study investigated how consumption of n-3 PUFA modifies associations between SCD, SLC2A4, and SREBF1 polymorphisms and anthropometric variables and metabolic phenotypes. MATERIALS AND METHODS Anthropometric variables and metabolic phenotypes were measured in a cross-sectional sample of Yup'ik individuals (n = 1135) and 33 polymorphisms were tested for main effects and interactions using linear models that account for familial correlations. n-3 PUFA intake was estimated using red blood cell nitrogen stable isotope ratios. SCD polymorphisms were associated with ApoA1 concentration and n-3 PUFA interactions with SCD polymorphisms were associated with reduced fasting cholesterol levels and waist-to-hip ratio. SLC2A4 polymorphisms were associated with hip circumference, high-density lipoprotein and ApoA1 concentrations. SREBF1 polymorphisms were associated with low-density lipoprotein and HOMA-IR and n-3 PUFA interactions were associated with reduced fasting insulin and HOMA-IR levels. CONCLUSION The results suggest that an individual's genotype may interact with dietary n-3 PUFAs in ways that are associated with protection from obesity-related diseases in Yup'ik people.
Collapse
Affiliation(s)
- Dominick J Lemas
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA.,Department of Pediatrics, Section of Neonatology, University of Colorado Denver, Aurora, CO, USA
| | - Yann C Klimentidis
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, USA
| | - Stella Aslibekyan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Howard W Wiener
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Diane M O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Kimber L Stanhope
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, Davis, CA, USA.,Department of Nutrition, University of California, Davis, CA, USA
| | - Peter J Havel
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, Davis, CA, USA.,Department of Nutrition, University of California, Davis, CA, USA
| | - David B Allison
- Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL, USA.,Nutrition Obesity Research Center, University of Alabama at Birmingham, Birmingham, AL, USA.,Office of Energetics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jose R Fernandez
- Nutrition Obesity Research Center, University of Alabama at Birmingham, Birmingham, AL, USA.,Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hemant K Tiwari
- Department of Biostatistics, Section on Statistical Genetics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK, USA
| |
Collapse
|
28
|
Aslibekyan S, Vaughan LK, Wiener HW, Hidalgo BA, Lemas DJ, O'Brien DM, Hopkins SE, Stanhope KL, Havel PJ, Thummel KE, Boyer BB, Tiwari HK. Linkage and association analysis of circulating vitamin D and parathyroid hormone identifies novel loci in Alaska Native Yup'ik people. Genes Nutr 2016; 11:23. [PMID: 27579147 PMCID: PMC4971612 DOI: 10.1186/s12263-016-0538-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 07/18/2016] [Indexed: 01/08/2023]
Abstract
Background Vitamin D deficiency is a well-documented public health issue with both genetic and environmental determinants. Populations living at far northern latitudes are vulnerable to vitamin D deficiency and its health sequelae, although consumption of traditional native dietary pattern rich in fish and marine mammals may buffer the effects of reduced sunlight exposure. To date, few studies have investigated the genetics of vitamin D metabolism in circumpolar populations or considered genediet interactions with fish and n-3 fatty acid intake. Methods We searched for genomic regions exhibiting linkage and association with circulating levels of vitamin D and parathyroid hormone (PTH) in 982 Yup’ik individuals from the Center for Alaska Native Health Research Study. We also investigated potential interactions between genetic variants and a biomarker of traditional dietary intake, the δ15N value. Results We identified several novel regions linked with circulating vitamin D and PTH as well as replicated a previous linkage finding on 2p16.2 for vitamin D. Bioinformatic analysis revealed multiple candidate genes for both PTH and vitamin D, including CUBN, MGAT3, and NFKBIA. Targeted association analysis identified NEBL as a candidate gene for vitamin D and FNDC3B for PTH. We observed significant associations between a variant in MXD1 and vitamin D only when an interaction with the δ15N value was included. Finally, we integrated pathway level information to illustrate the biological validity of the proposed candidate genes. Conclusion We provide evidence of linkage between several biologically plausible genomic regions and vitamin D metabolism in a circumpolar population. Additionally, these findings suggest that a traditional dietary pattern may modulate genetic effects on circulating vitamin D. Electronic supplementary material The online version of this article (doi:10.1186/s12263-016-0538-y) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Stella Aslibekyan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
| | - Laura K Vaughan
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL USA ; Department of Biology, King University, Bristol, TN USA
| | - Howard W Wiener
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
| | - Bertha A Hidalgo
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL USA
| | - Dominick J Lemas
- Department of Health Outcomes and Policy, College of Medicine, University of Florida, Gainesville, FL USA
| | - Diane M O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK USA
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK USA
| | - Kimber L Stanhope
- Departments of Molecular Biosciences and Nutrition, University of California at Davis, Davis, CA USA
| | - Peter J Havel
- Departments of Molecular Biosciences and Nutrition, University of California at Davis, Davis, CA USA
| | - Kenneth E Thummel
- Department of Pharmaceutics, University of Washington, Seattle, WA USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK USA
| | - Hemant K Tiwari
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL USA
| |
Collapse
|
29
|
Fohner AE, Wang Z, Yracheta J, O’Brien DM, Hopkins SE, Black J, Philip J, Wiener HW, Tiwari HK, Stapleton PL, Tsai JM, Thornton TA, Boyer BB, Thummel KE. Genetics, Diet, and Season Are Associated with Serum 25-Hydroxycholecalciferol Concentration in a Yup'ik Study Population from Southwestern Alaska. J Nutr 2016; 146:318-25. [PMID: 26661839 PMCID: PMC4725435 DOI: 10.3945/jn.115.223388] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Accepted: 11/09/2015] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Low blood vitamin D concentration is a concern for people living in circumpolar regions, where sunlight is insufficient for vitamin D synthesis in winter months and the consumption of traditional dietary sources of vitamin D is decreasing. OBJECTIVE The objective was to characterize the effects of diet, genetic variation, and season on serum 25-hydroxycholecalciferol [25(OH)D3] concentrations in Yup'ik Alaska Native people living in rural southwest Alaska. METHODS This study was a cross-sectional design that assessed the associations of traditional diet (via a biomarker, the RBC δ(15)N value), age, gender, body mass index (BMI), community location, and genotype of select single nucleotide polymorphisms (SNPs) in cytochrome P450 family 2, subfamily R, peptide 1 (CYP2R1), 7-dehydrocholesterol reductase (DHCR7), and vitamin D binding protein (GC) with serum 25(OH)D3 concentrations in 743 Yup'ik male and female participants, aged 14-93 y, recruited between September 2009 and December 2013. RESULTS Yup'ik participants, on average, had adequate concentrations of serum 25(OH)D3 (31.1 ± 1.0 ng/mL). Variations in diet, BMI, age, gender, season of sample collection, and inland or coastal community geography were all significantly associated with serum 25(OH)D3 concentration. In models not adjusting for other covariates, age, diet, and seasonal effects explained 33.7%, 20.7%, and 9.8%, respectively, of variability in serum 25(OH)D3 concentrations. Of the 8 SNPs interrogated in CYP2R1 and DHCR7, only rs11023374 in CYP2R1 was significantly associated with serum 25(OH)D3, explaining 1.5% of variability. The GC haplotype explained an additional 2.8% of variability. Together, age, diet, gender, season of sample collection, BMI, geography of the community, and genotype at rs11023374 explained 52.5% of the variability in serum 25(OH)D3 concentrations. CONCLUSIONS Lower consumption of the traditional diet was associated with lower serum concentrations of 25(OH)D3. Younger adults and youth in this community may be at increased risk of adverse outcomes associated with vitamin D insufficiency compared with older members of the community, especially during seasons of low sunlight exposure, because of lower consumption of dietary sources of vitamin D.
Collapse
Affiliation(s)
| | | | | | - Diane M O’Brien
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Jynene Black
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Jacques Philip
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Howard W Wiener
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - Hemant K Tiwari
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | | | | | | | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK; and
| | | |
Collapse
|
30
|
Ryman TK, Boyer BB, Hopkins S, Philip J, Beresford SAA, Thompson B, Heagerty PJ, Pomeroy JJ, Thummel KE, Austin MA. Associations between diet and cardiometabolic risk among Yup'ik Alaska Native people using food frequency questionnaire dietary patterns. Nutr Metab Cardiovasc Dis 2015; 25:1140-1145. [PMID: 26607703 PMCID: PMC4684467 DOI: 10.1016/j.numecd.2015.08.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 08/09/2015] [Accepted: 08/10/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND AND AIMS In previous analyses, we identified three dietary patterns from food frequency questionnaire data among a sample of Yup'ik Alaska Native people living in Southwest Alaska: a "subsistence foods" dietary pattern and two market-based dietary patterns "processed foods" and "fruits and vegetables". In this analysis, we aimed to characterize the association between the dietary patterns and cardiometabolic (CM) risk factors (lipids, blood pressure, glucose, adiposity). METHODS AND RESULTS We used multilevel linear regression to estimate the mean of each CM risk factor, comparing participants in the 4th to the 1st quartile of each dietary pattern (n = 637). Models were adjusted for age, sex, past smoking, current smoking, and physical activity. Mean log triglyceride levels were significantly higher among participants in the 4th compared to the 1st quartile of the processed foods dietary pattern (β = 0.11). Mean HbA1c percent was significantly lower (β = -0.08) and mean diastolic blood pressure (DBP) mm Hg was significantly higher (β = 2.87) among participants in the 4th compared to the 1st quartile of the fruits and vegetables dietary pattern. Finally, mean log triglyceride levels and mean DBP mm Hg were significantly lower among participants in the 4th compared to the 1st quartile of the subsistence foods dietary pattern (β = -0.10 and β = -3.99 respectively). CONCLUSIONS We found increased CM risk, as reflected by increased triglycerides, associated with eating a greater frequency of processed foods, and reduced CM risk, as reflected by lower triglycerides and DBP, associated with eating a greater frequency of subsistence foods.
Collapse
Affiliation(s)
- T K Ryman
- University of Washington, Seattle, WA 98195, USA
| | - B B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK 99775, USA
| | - S Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK 99775, USA
| | - J Philip
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK 99775, USA
| | | | - B Thompson
- University of Washington, Seattle, WA 98195, USA
| | - P J Heagerty
- University of Washington, Seattle, WA 98195, USA
| | - J J Pomeroy
- Marshfield Clinic Research Foundation, Marshfield, WI 54449, USA
| | - K E Thummel
- University of Washington, Seattle, WA 98195, USA
| | - M A Austin
- University of Washington, Seattle, WA 98195, USA.
| |
Collapse
|
31
|
Koller KR, Metzger JS, Jolly SE, Umans JG, Hopkins SE, Kaufmann C, Wilson AS, Ebbesson SOE, Raymer TW, Austin MA, Howard BV, Boyer BB. Cardiometabolic correlates of low type 2 diabetes incidence in western Alaska Native people - The WATCH study. Diabetes Res Clin Pract 2015; 108:423-31. [PMID: 25805711 PMCID: PMC4442716 DOI: 10.1016/j.diabres.2015.03.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Revised: 02/23/2015] [Accepted: 03/02/2015] [Indexed: 01/22/2023]
Abstract
AIMS Previously rare among Alaska Native (AN) people, type 2 diabetes (DM2) prevalence as indicated by registry data has increased by as much as 300% in some western Alaska regions. We sought to determine prevalence and incidence of DM2 and analyze associated cardiometabolic risk factors in western AN people. METHODS DM2 and prediabetes prevalence and incidence were determined by the Western Alaska Tribal Collaborative for Health using consolidated data from cohort studies conducted during 2000-2010. Crude and age-adjusted incidence for DM2 and prediabetes were calculated using 2010 American Diabetes Association criteria. Effects of covariates on DM2 and prediabetes were determined using univariate and multivariate Cox proportional hazards analyses, adjusted for age and sex. RESULTS Excluding baseline diabetes (n=124, 4.5%), 53 cases of new DM2 were identified among 2630 participants. Age- and sex-adjusted DM2 incidence was 4.3/1000 (95% CI 2.9, 5.0) person-years over an average 5.9-year follow up. After excluding baseline prediabetes, 387 new cases of prediabetes were identified among 1841 participants; adjusted prediabetes incidence was 44.5/1000 (95% CI 39.5, 49.5) person years. Independent predictors for DM2 included age, impaired fasting glucose, and metabolic syndrome; family history of diabetes and obesity were additional independent predictors for prediabetes. CONCLUSIONS DM2 incidence in western AN people is substantially lower than that for U.S. whites; however, incidence of prediabetes is more than 10-fold higher than western AN DM2 incidence and more closely aligned with U.S. rates. Interventions aimed at achieving healthy lifestyles are needed to minimize risk factors and maximize protective factors for DM2 in this population.
Collapse
Affiliation(s)
- Kathryn R Koller
- Alaska Native Tribal Health Consortium, Division of Community Health Services, Anchorage, AK, United States.
| | - Jesse S Metzger
- University of Alaska Anchorage, Anchorage, AK, United States
| | - Stacey E Jolly
- Cleveland Clinic Medicine Institute, Cleveland, OH, United States
| | - Jason G Umans
- MedStar Health Research Institute, Hyattsville, MD, United States; Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, United States
| | - Scarlett E Hopkins
- University of Alaska Fairbanks, Center for Alaska Native Health Research, Fairbanks, AK, United States
| | - Cristiane Kaufmann
- University of Alaska Fairbanks, Center for Alaska Native Health Research, Fairbanks, AK, United States
| | - Amy S Wilson
- Alaska Native Tribal Health Consortium, Division of Community Health Services, Anchorage, AK, United States
| | | | - Terry W Raymer
- Alaska Native Tribal Health Consortium, Division of Community Health Services, Anchorage, AK, United States
| | | | - Barbara V Howard
- MedStar Health Research Institute, Hyattsville, MD, United States; Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, United States
| | - Bert B Boyer
- University of Alaska Fairbanks, Center for Alaska Native Health Research, Fairbanks, AK, United States
| |
Collapse
|
32
|
Vaughan LK, Wiener HW, Aslibekyan S, Allison DB, Havel PJ, Stanhope KL, O'Brien DM, Hopkins SE, Lemas DJ, Boyer BB, Tiwari HK. Linkage and association analysis of obesity traits reveals novel loci and interactions with dietary n-3 fatty acids in an Alaska Native (Yup'ik) population. Metabolism 2015; 64:689-97. [PMID: 25772781 PMCID: PMC4408244 DOI: 10.1016/j.metabol.2015.02.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2014] [Revised: 01/30/2015] [Accepted: 02/28/2015] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To identify novel genetic markers of obesity-related traits and to identify gene-diet interactions with n-3 polyunsaturated fatty acid (n-3 PUFA) intake in Yup'ik people. MATERIAL AND METHODS We measured body composition, plasma adipokines and ghrelin in 982 participants enrolled in the Center for Alaska Native Health Research (CANHR) Study. We conducted a genome-wide SNP linkage scan and targeted association analysis, fitting additional models to investigate putative gene-diet interactions. Finally, we performed bioinformatic analysis to uncover likely candidate genes within the identified linkage peaks. RESULTS We observed evidence of linkage for all obesity-related traits, replicating previous results and identifying novel regions of interest for adiponectin (10q26.13-2) and thigh circumference (8q21.11-13). Bioinformatic analysis revealed DOCK1, PTPRE (10q26.13-2) and FABP4 (8q21.11-13) as putative candidate genes in the newly identified regions. Targeted SNP analysis under the linkage peaks identified associations between three SNPs and obesity-related traits: rs1007750 on chromosome 8 and thigh circumference (P=0.0005), rs878953 on chromosome 5 and thigh skinfold (P=0.0004), and rs1596854 on chromosome 11 for waist circumference (P=0.0003). Finally, we showed that n-3 PUFA modified the association between obesity related traits and two additional variants (rs2048417 on chromosome 3 for adiponectin, P for interaction=0.0006 and rs730414 on chromosome 11 for percentage body fat, P for interaction=0.0004). CONCLUSIONS This study presents evidence of novel genomic regions and gene-diet interactions that may contribute to the pathophysiology of obesity-related traits among Yup'ik people.
Collapse
Affiliation(s)
- Laura Kelly Vaughan
- Department of Biology, King University, 1350 King College Rd, Bristol, TN 37620, USA.
| | - Howard W Wiener
- Department of Epidemiology, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35294, USA.
| | - Stella Aslibekyan
- Department of Epidemiology, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35294, USA.
| | - David B Allison
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35294, USA.
| | - Peter J Havel
- Departments of Nutrition and Molecular Biosciences, University of California at Davis, 1 Shields Ave, Davis, CA 95616, USA.
| | - Kimber L Stanhope
- Departments of Nutrition and Molecular Biosciences, University of California at Davis, 1 Shields Ave, Davis, CA 95616, USA.
| | - Diane M O'Brien
- USACenter for Alaska Native Health Research, Institute of Arctic Biology, 311 Irving I Building, University of Alaska Fairbanks, Fairbanks, AK 99775, USA.
| | - Scarlett E Hopkins
- USACenter for Alaska Native Health Research, Institute of Arctic Biology, 311 Irving I Building, University of Alaska Fairbanks, Fairbanks, AK 99775, USA.
| | - Dominick J Lemas
- Department of Pediatrics, Section of Neonatology, University of Colorado Anschutz Medical Campus, 13123 East 16th Ave, Aurora, CO 80045, USA.
| | - Bert B Boyer
- USACenter for Alaska Native Health Research, Institute of Arctic Biology, 311 Irving I Building, University of Alaska Fairbanks, Fairbanks, AK 99775, USA.
| | - Hemant K Tiwari
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham, 1665 University Blvd, Birmingham, AL 35294, USA.
| |
Collapse
|
33
|
Beaulieu-Jones BR, O'Brien DM, Hopkins SE, Moore JH, Boyer BB, Gilbert-Diamond D. Sex, Adiposity, and Hypertension Status Modify the Inverse Effect of Marine Food Intake on Blood Pressure in Alaska Native (Yup'ik) People. J Nutr 2015; 145:931-8. [PMID: 25788581 PMCID: PMC4408740 DOI: 10.3945/jn.114.209619] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 01/26/2015] [Accepted: 02/24/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Alaska Native people currently have a higher prevalence of hypertension than do nonnative Alaskans, although in the 1950s hypertension was rare among Alaska Native people. A novel biomarker of marine foods, the nitrogen isotope ratio (δ¹⁵N) in RBCs was shown to be negatively associated with systolic and diastolic blood pressure. Few studies have examined how individual characteristics modify the association of marine food intake with blood pressure. OBJECTIVE This exploratory analysis examined whether sex, adiposity, and hypertension modify the inverse association between marine food intake and blood pressure. METHODS We used covariate-adjusted linear models to describe the association between δ¹⁵N and blood pressure in 873 adult Alaska Native (Yup'ik) people who resided in 8 communities in southwest Alaska. We separately stratified by sex, body mass index (BMI) group, abdominal obesity, and hypertension status and assessed the interaction between δ¹⁵N and participant characteristics on blood pressure via likelihood ratio tests. RESULTS The association between δ¹⁵N and systolic blood pressure was modified by sex, BMI status, and abdominal obesity, with the inverse association observed only in the male (β = -1.5; 95% CI: -2.4, -0.6 : , nonobese BMI (β = -1.7; 95% CI: -2.5, -1.0), and non-abdominally obese (β = -1.6; 95% CI: -2.4, -0.9) strata (all P-interaction < 0.0001). A reduction in diastolic blood pressure associated with δ¹⁵N was observed in the nonobese BMI (β = -1.1; 95% CI: -1.7, -0.5) and non-abdominally obese (β = -1.1; 95% CI: -1.7, -0.5) strata, although only the interaction between BMI group and δ¹⁵N with diastolic blood pressure was significant. The inverse association between δ¹⁵N and both systolic and diastolic blood pressure was observed in nonhypertensive individuals, although the comparison had limited power. The results were consistent with those identified by using combined RBC concentrations of eicosapentaenoic acid and docosahexaenoic acid as the biomarker of marine food intake, although the associations identified by using δ¹⁵N were larger. CONCLUSIONS Obesity status modified the inverse association between marine food intake and both systolic and diastolic blood pressure in adult Alaska Native (Yup'ik) people. The inverse association between δ¹⁵N and systolic blood pressure was also modified by sex.
Collapse
Affiliation(s)
| | - Diane M O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
| | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
| | - Jason H Moore
- Department of Genetics, and Institute for Quantitative Biomedical Sciences, Geisel School of Medicine, Dartmouth College, Lebanon, NH
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
| | - Diane Gilbert-Diamond
- Department of Epidemiology, Institute for Quantitative Biomedical Sciences, Geisel School of Medicine, Dartmouth College, Lebanon, NH;
| |
Collapse
|
34
|
Trinidad SB, Ludman EJ, Hopkins S, James RD, Hoeft TJ, Kinegak A, Lupie H, Kinegak R, Boyer BB, Burke W. Community dissemination and genetic research: moving beyond results reporting. Am J Med Genet A 2015; 167:1542-50. [PMID: 25900516 DOI: 10.1002/ajmg.a.37028] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Accepted: 02/08/2015] [Indexed: 12/31/2022]
Abstract
The community-based participatory research (CBPR) literature notes that researchers should share study results with communities. In the case of human genetic research, results may be scientifically interesting but lack clinical relevance. The goals of this study were to learn what kinds of information community members want to receive about genetic research and how such information should be conveyed. We conducted eight focus group discussions with Yup'ik Alaska Native people in southwest Alaska (N = 60) and 6 (N = 61) with members of a large health maintenance organization in Seattle, Washington. Participants wanted to receive genetic information they "could do something about" and wanted clinically actionable information to be shared with their healthcare providers; they also wanted researchers to share knowledge about other topics of importance to the community. Although Alaska Native participants were generally less familiar with western scientific terms and less interested in web-based information sources, the main findings were the same in Alaska and Seattle: participants wished for ongoing dialogue, including opportunities for informal, small-group conversations, and receiving information that had local relevance. Effective community dissemination is more than a matter of presenting study results in lay language. Community members should be involved in both defining culturally appropriate communication strategies and in determining which information should be shared. Reframing dissemination as a two-way dialogue, rather than a one-way broadcast, supports the twin aims of advancing scientific knowledge and achieving community benefit.
Collapse
Affiliation(s)
- Susan Brown Trinidad
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington
| | | | - Scarlett Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Rosalina D James
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington
| | - Theresa J Hoeft
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Annie Kinegak
- Community Planning Group, Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Henry Lupie
- Community Planning Group, Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Ralph Kinegak
- Community Planning Group, Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Bert B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Alaska
| | - Wylie Burke
- Department of Bioethics and Humanities, University of Washington, Seattle, Washington
| |
Collapse
|
35
|
Hopkins SE, Austin MA, Metzger JS, Koller KR, Umans JG, Kaufmann C, Wolfe AW, Howard BV, Boyer BB. Sex differences in obesity prevalence and cardiometabolic factors among Western Alaska Native people. Nutr Metab Cardiovasc Dis 2015; 25:312-8. [PMID: 25467216 PMCID: PMC4355237 DOI: 10.1016/j.numecd.2014.10.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 10/21/2014] [Accepted: 10/22/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND AND AIMS Obesity is associated with increased risks of cardiovascular disease, type 2 diabetes, and other chronic diseases. Prevalence estimates for metabolic disorders are well documented in many populations, but Alaska Native groups are understudied. The Western Alaska Tribal Collaborative for Health Study combines data from three Alaska Native study cohorts to assess differences in obesity prevalence and associations with cardiometabolic risk factors by sex. METHODS AND RESULTS Analyses were based upon a sample of 3985 adult Yup'ik and Inupiat participants with a mean age of 40 years. Prevalence of obesity and metabolic risk factors was assessed according to nationally recognized guidelines. Regression analysis was used to evaluate the association between obesity and cardiometabolic risk factors, including lipids, blood pressure and glucose. The prevalence of obesity (BMI ≥ 30) was significantly higher in women (40%) than men (20%). Only 18.6% of men had a waist circumference (WC) > 102 cm, while 58% of women had a WC > 88 cm (p < 0.001). Women had higher mean HDL-C and triglyceride levels compared to men, while systolic and diastolic blood pressure, LDL-C, and glucose means were higher in men than in women. In multivariate analyses, BMI and WC were significantly associated with all of the cardiometabolic risk factors, although these associations were more pronounced in men than women. CONCLUSION The high prevalence of obesity and central adiposity among AN women is an important public health concern. Differences in associations between obesity and cardiometabolic risk factors by sex warrants further investigation to develop effective intervention programs.
Collapse
Affiliation(s)
- S E Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA.
| | - M A Austin
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - J S Metzger
- Center for Behavioral Health Research and Services, University of Alaska Anchorage, Anchorage, AK, USA
| | - K R Koller
- Division of Community Health Services, Alaska Native Tribal Health Consortium, Anchorage, AK, USA
| | - J G Umans
- MedStar Health Research Institute, Hyattsville, MD, USA; Center for Clinical and Translational Science, Georgetown-Howard Universities, Washington, DC, USA
| | - C Kaufmann
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - A W Wolfe
- Division of Community Health Services, Alaska Native Tribal Health Consortium, Anchorage, AK, USA
| | - B V Howard
- MedStar Health Research Institute, Hyattsville, MD, USA; Center for Clinical and Translational Science, Georgetown-Howard Universities, Washington, DC, USA
| | - B B Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| |
Collapse
|
36
|
Jolly SE, Koller KR, Metzger JS, Day GM, Silverman A, Hopkins SE, Austin MA, Boden-Albala B, Ebbesson SOE, Boyer BB, Howard BV, Umans JG. Prevalence of Hypertension and Associated Risk Factors in Western Alaska Native People: The Western Alaska Tribal Collaborative for Health (WATCH) Study. J Clin Hypertens (Greenwich) 2015; 17:812-8. [PMID: 25644577 DOI: 10.1111/jch.12483] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Revised: 11/22/2014] [Accepted: 11/25/2014] [Indexed: 11/29/2022]
Abstract
Hypertension is a common chronic disease and a key risk factor in the development of cardiovascular disease. The Western Alaska Tribal Collaborative for Health study consolidates baseline data from four major cohorts residing in the Norton Sound and Yukon-Kuskokwim regions of western Alaska. This consolidated cohort affords an opportunity for a systematic analysis of high blood pressure and its correlates in a unique population with high stroke rates over a wide age range. While the prevalence of hypertension among western Alaska Native people (30%, age-standardized) is slightly less than that of the US general population (33%), cardiovascular disease is a leading cause of mortality in this rural population. The authors found that improvement is needed in hypertension awareness as about two thirds (64%) of patients reported awareness and only 39% with hypertension were controlled on medication. Future analyses assessing risk and protective factors for incident hypertension in this population are indicated.
Collapse
Affiliation(s)
- Stacey E Jolly
- General Internal Medicine, Cleveland Clinic Medicine Institute, Cleveland, OH
| | | | | | | | | | - Scarlett E Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska-Fairbanks, Fairbanks, AK
| | - Melissa A Austin
- Department of Epidemiology, University of Washington, Seattle, WA
| | | | - Sven O E Ebbesson
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska-Fairbanks, Fairbanks, AK
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska-Fairbanks, Fairbanks, AK
| | - Barbara V Howard
- MedStar Health Research Institute, Hyattsville, MD.,Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC
| | - Jason G Umans
- MedStar Health Research Institute, Hyattsville, MD.,Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC
| |
Collapse
|
37
|
Dubé JB, Wang J, Cao H, McIntyre AD, Johansen CT, Hopkins SE, Stringer R, Hosseinzadeh S, Kennedy BA, Ban MR, Young TK, Connelly PW, Dewailly E, Bjerregaard P, Boyer BB, Hegele RA. Common low-density lipoprotein receptor p.G116S variant has a large effect on plasma low-density lipoprotein cholesterol in circumpolar inuit populations. ACTA ACUST UNITED AC 2014; 8:100-5. [PMID: 25414273 DOI: 10.1161/circgenetics.114.000646] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Inuit are considered to be vulnerable to cardiovascular disease because their lifestyles are becoming more Westernized. During sequence analysis of Inuit individuals at extremes of lipid traits, we identified 2 nonsynonymous variants in low-density lipoprotein receptor (LDLR), namely p.G116S and p.R730W. METHODS AND RESULTS Genotyping these variants in 3324 Inuit from Alaska, Canada, and Greenland showed they were common, with allele frequencies 10% to 15%. Only p.G116S was associated with dyslipidemia: the increase in LDL cholesterol was 0.54 mmol/L (20.9 mg/dL) per allele (P=5.6×10(-49)), which was >3× larger than the largest effect sizes seen with other common variants in other populations. Carriers of p.G116S had a 3.02-fold increased risk of hypercholesterolemia (95% confidence interval, 2.34-3.90; P=1.7×10(-17)), but did not have classical familial hypercholesterolemia. In vitro, p.G116S showed 60% reduced ligand-binding activity compared with wild-type receptor. In contrast, p.R730W was associated with neither LDL cholesterol level nor altered in vitro activity. CONCLUSIONS LDLR p.G116S is thus unique: a common dysfunctional variant in Inuit whose large effect on LDL cholesterol may have public health implications.
Collapse
Affiliation(s)
- Joseph B Dubé
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Jian Wang
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Henian Cao
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Adam D McIntyre
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Christopher T Johansen
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Scarlett E Hopkins
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Randa Stringer
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Siyavash Hosseinzadeh
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Brooke A Kennedy
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Matthew R Ban
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - T Kue Young
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Philip W Connelly
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Eric Dewailly
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Peter Bjerregaard
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Bert B Boyer
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.)
| | - Robert A Hegele
- From the Molecular Medicine Group, Robarts Research Institute (J.B.D., J.W., H.C., A.M., C.T.J., R.S., S.H., B.A.K., M.R.B., R.A.H.) and Department of Medicine (C.T.J., R.A.H.), Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON, Canada; The Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska Fairbanks (S.E.H., B.B.B.); The Dalla Lana School of Public Health (T.K.Y.) and The Keenan Research Centre for Biomedical Science of St. Michael's Hospital (P.W.C.), and Department of Medicine, University of Toronto, Toronto, ON, Canada; Département de médecine sociale et preventive, Axe Santé des Populations et Pratiques Optimales en Santé, Centre de Recherche du CHU de Québec, Université Laval, QC, Canada (E.D.); and National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark (P.B.).
| |
Collapse
|
38
|
O’Brien DM, Kristal AR, Nash SH, Hopkins SE, Luick BR, Stanhope KL, Havel PJ, Boyer BB. A stable isotope biomarker of marine food intake captures associations between n-3 fatty acid intake and chronic disease risk in a Yup'ik study population, and detects new associations with blood pressure and adiponectin. J Nutr 2014; 144:706-13. [PMID: 24598880 PMCID: PMC3985827 DOI: 10.3945/jn.113.189381] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The nitrogen isotope ratio (δ(15)N) of RBCs has been proposed as a biomarker of marine food intake in Yup'ik people based on strong associations with RBC eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA). However, EPA and DHA derive from marine fats, whereas elevated δ(15)N derives from marine protein, and these dietary components may have different biologic effects. Whether δ(15)N is similarly associated with chronic disease risk factors compared with RBC EPA and DHA is not known. We used covariate-adjusted linear models to describe biomarker associations with chronic disease risk factors in Yup'ik people, first in a smaller (n = 363) cross-sectional study population using RBC EPA, DHA, and δ(15)N, and then in a larger (n = 772) cross-sectional study population using δ(15)N only. In the smaller sample, associations of RBC EPA, DHA, and δ(15)N with obesity and chronic disease risk factors were similar in direction and significance: δ(15)N was positively associated with total, HDL, and LDL cholesterol, apolipoprotein A-I, and insulin-like growth factor binding protein-3 (IGFBP-3), and inversely associated with triglycerides. Based on comparisons between covariate-adjusted β-coefficients, EPA was more strongly associated with circulating lipids and lipoproteins, whereas δ(15)N was more strongly associated with adipokines, the inflammatory marker interleukin-6, and IGFBP-3. In the larger sample there were new findings for this population: δ(15)N was inversely associated with blood pressure and there was a significant association (with inverse linear and positive quadratic terms) with adiponectin. In conclusion, δ(15)N is a valid measure for evaluating associations between EPA and DHA intake and chronic disease risk in Yup'ik people and may be used in larger studies. By measuring δ(15)N, we report beneficial associations of marine food intake with blood pressure and adiponectin, which may contribute to a lower incidence of some chronic diseases in Yup'ik people.
Collapse
Affiliation(s)
- Diane M. O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK,To whom correspondence should be addressed: E-mail:
| | - Alan R. Kristal
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA; and
| | - Sarah H. Nash
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK
| | | | - Bret R. Luick
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
| | - Kimber L. Stanhope
- Department of Molecular Biosciences, School of Veterinary Medicine, and,Department of Nutrition, University of California, Davis, Davis, CA
| | - Peter J. Havel
- Department of Molecular Biosciences, School of Veterinary Medicine, and,Department of Nutrition, University of California, Davis, Davis, CA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
| |
Collapse
|
39
|
Howard BV, Metzger JS, Koller KR, Jolly SE, Asay ED, Wang H, Wolfe AW, Hopkins SE, Kaufmann C, Raymer TW, Trimble B, Provost EM, Ebbesson SOE, Austin MA, Howard WJ, Umans JG, Boyer BB. All-cause, cardiovascular, and cancer mortality in western Alaska Native people: western Alaska Tribal Collaborative for Health (WATCH). Am J Public Health 2014; 104:1334-40. [PMID: 24754623 DOI: 10.2105/ajph.2013.301614] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVES We determined all-cause, cardiovascular disease (CVD), and cancer mortality in western Alaska Native people and examined agreement between death certificate information and adjudicated cause of deaths. METHODS Data from 4 cohort studies were consolidated. Death certificates and medical records were reviewed and adjudicated according to standard criteria. We compared adjudicated CVD and cancer deaths with death certificates by calculating sensitivity, specificity, predictive values, and κ statistics. RESULTS Men (n = 2116) and women (n = 2453), aged 18 to 95 years, were followed an average of 6.7 years. The major cause of death in men was trauma (25%), followed by CVD (19%) and cancer (13%). The major cause of death in women was CVD (24%), followed by cancer (19%) and trauma (8%). Stroke rates in both genders were higher than those of US Whites. Only 56% of deaths classified as CVD by death certificate were classified as CVD by standard criteria; discordance was higher among men (55%) than women (32%; κs = 0.4 and 0.7). CONCLUSIONS We found lower rates for coronary heart disease death but high rates of stroke mortality. Death certificates overestimated CVD mortality; concordance between the 2 methods is better for cancer mortality. The results point to the importance of cohort studies in this population in providing data to assist in health care planning.
Collapse
Affiliation(s)
- Barbara V Howard
- Barbara V. Howard, Hong Wang, and Jason G. Umans are with the MedStar Health Research Institute, Hyattsville, MD. Jesse S. Metzger is with the University of Alaska, Anchorage. Kathryn R. Koller, Elvin D. Asay, Abbie W. Wolfe, and Ellen M. Provost are with the Alaska Native Tribal Health Consortium Division of Community Health Services, Anchorage. Stacey E. Jolly is with the Cleveland Clinic Medicine Institute, Cleveland, OH. Scarlett E. Hopkins, Cristiane Kaufmann, and Bert B. Boyer are with the University of Alaska Fairbanks Center for Alaska Native Health Research. Terry W. Raymer and Brian Trimble are with the Alaska Native Medical Center, Anchorage. Sven O. E. Ebbesson is with the Norton Sound Health Corporation, Nome, AK. Melissa A. Austin is with the Department of Epidemiology, University of Washington, Seattle. William James Howard is with the MedStar Washington Hospital Center, Washington, DC
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Aslibekyan S, Wiener HW, Havel PJ, Stanhope KL, O’Brien DM, Hopkins SE, Absher DM, Tiwari HK, Boyer BB. DNA methylation patterns are associated with n-3 fatty acid intake in Yup'ik people. J Nutr 2014; 144:425-30. [PMID: 24477300 PMCID: PMC3952620 DOI: 10.3945/jn.113.187203] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
A large body of evidence links a high dietary intake of n-3 (ω-3) polyunsaturated fatty acids (PUFAs) with improved cardiometabolic outcomes. Recent studies suggested that the biologic processes underlying the observed associations may involve epigenetic changes, specifically DNA methylation. To evaluate changes in methylation associated with n-3 PUFA intake, we conducted an epigenome-wide methylation association study of long-chain n-3 PUFA intake and tested associations between the diabetes- and cardiovascular disease-related traits. We assessed DNA methylation at ∼470,000 cytosine-phosphate-guanine (CpG) sites in a cross-sectional study of 185 Yup'ik Alaska Native individuals representing the top and bottom deciles of PUFA intake. Linear regression models were used to test for the associations of interest, adjusting for age, sex, and community group. We identified 27 differentially methylated CpG sites at biologically relevant regions that reached epigenome-wide significance (P < 1 × 10⁻⁷). Specifically, regions on chromosomes 3 (helicase-like transcription factor), 10 (actin α 2 smooth muscle/Fas cell surface death receptor), and 16 (protease serine 36/C16 open reading frame 67) each harbored 2 significant correlates of n-3 PUFA intake. In conclusion, we present promising evidence of association between several biologically relevant epigenetic markers and long-term intake of marine-derived n-3 PUFAs.
Collapse
Affiliation(s)
| | | | - Peter J. Havel
- Departments of Nutrition and,Molecular Biosciences, University of California, Davis, Davis, CA
| | - Kimber L. Stanhope
- Departments of Nutrition and,Molecular Biosciences, University of California, Davis, Davis, CA
| | - Diane M. O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, AK; and
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, AK; and
| | | | | | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, AK; and,To whom correspondence should be addressed. E-mail:
| |
Collapse
|
41
|
Nash SH, Kristal AR, Hopkins SE, Boyer BB, O’Brien DM. Stable isotope models of sugar intake using hair, red blood cells, and plasma, but not fasting plasma glucose, predict sugar intake in a Yup'ik study population. J Nutr 2014; 144:75-80. [PMID: 24198311 PMCID: PMC3861795 DOI: 10.3945/jn.113.182113] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Revised: 08/21/2013] [Accepted: 10/16/2013] [Indexed: 11/14/2022] Open
Abstract
Objectively measured biomarkers will help to resolve the controversial role of sugar intake in the etiology of obesity and related chronic diseases. We recently validated a dual-isotope model based on RBC carbon (δ(13)C) and nitrogen (δ(15)N) isotope ratios that explained a large percentage of the variation in self-reported sugar intake in a Yup'ik study population. Stable isotope ratios can easily be measured from many tissues, including RBCs, plasma, and hair; however, it is not known how isotopic models of sugar intake compare among these tissues. Here, we compared self-reported sugar intake with models based on RBCs, plasma, and hair δ(13)C and δ(15)N in Yup'ik people. We also evaluated associations of sugar intake with fasting plasma glucose δ(13)C. Finally, we evaluated relations between δ(13)C and δ(15)N values in hair, plasma, RBCs, and fasting plasma glucose to allow comparison of isotope ratios across tissue types. Models using RBCs, plasma, or hair isotope ratios explained similar amounts of variance in total sugar, added sugar, and sugar-sweetened beverage intake (∼53%, 48%, and 34%, respectively); however, the association with δ(13)C was strongest for models based on RBCs and hair. There were no associations with fasting plasma glucose δ(13)C (R(2) = 0.03). The δ(13)C and δ(15)N values of RBCs, plasma, and hair showed strong, positive correlations; the slopes of these relations did not differ from 1. This study demonstrates that RBC, plasma, and hair isotope ratios predict sugar intake and provides data that will allow comparison of studies using different sample types.
Collapse
Affiliation(s)
- Sarah H. Nash
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| | | | | | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Diane M. O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
- Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| |
Collapse
|
42
|
Bray M, Pomeroy J, Knowler WC, Bersamin A, Hopkins S, Brage S, Stanhope K, Havel PJ, Boyer BB. Simple anthropometrics are more correlated with health variables than are estimates of body composition in Yup'ik people. Obesity (Silver Spring) 2013; 21:E435-8. [PMID: 23666898 PMCID: PMC3748182 DOI: 10.1002/oby.20125] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Accepted: 09/10/2012] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To (1) evaluate the relationships between several indices of obesity with obesity-related risk factors; (2) compare the accuracy of body composition estimates derived from anthropometry and bioimpedance analysis (BIA) to estimates of body composition assessed by doubly-labeled water (DLW); and (3) establish equations for estimating fat mass (FM), fat-free mass (FFM), and percent body fat (PBF) in Yup'ik people. DESIGN AND METHODS Participants included 1,056 adult Yup'ik people from 11 communities in Southwestern Alaska. In a sub-study of 30 participants, we developed population-specific linear regression models for estimating FM, FFM, and PBF from anthropometrics, age, sex, and BIA against criterion measures derived from total body water assessed with DLW. These models were then used with the population cohort and we analyzed the relationships between obesity indices and several health-related and disease status variables: (1) fasting plasma lipids, (2) glucose, (3) HbA1c, (4) adiponectin, (5) blood pressure, (6) diabetes (DM), and (7) cerebrocoronary vascular disease (CCVD) which includes stroke and heart disease. RESULTS The best model for estimating FM in the sub-study used only three variables-sex, waist circumference (WC), and hip circumference and had multiple R(2) = 0.9730. FFM and PBF were calculated from FM and body weight. CONCLUSION WC and other anthropometrics were more highly correlated with a number of obesity-related risk factors than were direct estimates of body composition. Body composition in Yup'ik people can be accurately estimated from simple anthropometrics.
Collapse
Affiliation(s)
- Maria Bray
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, Alaska, USA
| | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Aslibekyan S, Vaughan LK, Wiener HW, Lemas DJ, Klimentidis YC, Havel PJ, Stanhope KL, O'Brien DM, Hopkins SE, Boyer BB, Tiwari HK. Evidence for novel genetic loci associated with metabolic traits in Yup'ik people. Am J Hum Biol 2013; 25:673-80. [PMID: 23907821 PMCID: PMC3785243 DOI: 10.1002/ajhb.22429] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Revised: 06/24/2013] [Accepted: 06/29/2013] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES To identify genomic regions associated with fasting plasma lipid profiles, insulin, glucose, and glycosylated hemoglobin in a Yup'ik study population, and to evaluate whether the observed associations between genetic factors and metabolic traits were modified by dietary intake of marine derived omega-3 polyunsaturated acids (n-3 PUFA). METHODS A genome-wide linkage scan was conducted among 982 participants of the Center for Alaska Native Health Research study. n-3 PUFA intake was estimated using the nitrogen stable isotope ratio (δ(15) N) of erythrocytes. All genotyped SNPs located within genomic regions with LOD scores > 2 were subsequently tested for individual SNP associations with metabolic traits using linear models that account for familial correlation as well as age, sex, community group, and n-3 PUFA intake. Separate linear models were fit to evaluate interactions between the genotype of interest and n-3 PUFA intake. RESULTS We identified several chromosomal regions linked to serum apolipoprotein A2, high density lipoprotein-, low density lipoprotein-, and total cholesterol, insulin, and glycosylated hemoglobin. Genetic variants found to be associated with total cholesterol mapped to a region containing previously validated lipid loci on chromosome 19, and additional novel peaks of biological interest were identified at 11q12.2-11q13.2. We did not observe any significant interactions between n-3 PUFA intake, genotypes, and metabolic traits. CONCLUSIONS We have completed a whole genome linkage scan for metabolic traits in Native Alaskans, confirming previously identified loci, and offering preliminary evidence of novel loci implicated in chronic disease pathogenesis in this population.
Collapse
Affiliation(s)
- Stella Aslibekyan
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL 35294
| | - Laura Kelly Vaughan
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL 35294
| | - Howard W. Wiener
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL 35294
| | - Dominick J. Lemas
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045
| | - Yann C. Klimentidis
- Epidemiology and Biostatistics Division, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ 85724
| | - Peter J. Havel
- Departments of Nutrition and Molecular Biosciences, University of California at Davis, Davis, CA 95616
| | - Kimber L. Stanhope
- Departments of Nutrition and Molecular Biosciences, University of California at Davis, Davis, CA 95616
| | - Diane M. O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska at Fairbanks, Fairbanks, AK 99775
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska at Fairbanks, Fairbanks, AK 99775
| | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska at Fairbanks, Fairbanks, AK 99775
| | - Hemant K. Tiwari
- Section on Statistical Genetics, Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL 35294
| |
Collapse
|
44
|
Choy K, Nash SH, Kristal AR, Hopkins S, Boyer BB, O’Brien DM. The carbon isotope ratio of alanine in red blood cells is a new candidate biomarker of sugar-sweetened beverage intake. J Nutr 2013; 143:878-84. [PMID: 23616504 PMCID: PMC3652884 DOI: 10.3945/jn.112.172999] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
An objective dietary biomarker would help clarify the contribution of sugar-sweetened beverage (SSB) intake to obesity and chronic disease risk. Previous studies have proposed the carbon isotope ratio (δ(13)C) as a biomarker of SSB intake but found associations that were of modest size and confounded by other components of the diet. We investigated whether the δ(13)C values of nonessential amino acids (δ(13)CNEAA) in RBCs could provide valid biomarkers that are more specific to SSBs. We assessed the associations of RBC δ(13)CNEAA with SSB intake in a study population of 68 Yup'ik people, using gas chromatography/combustion/isotope ratio mass spectrometry to measure δ(13)CNEAA and four 24-h dietary recalls to assess intake. Among RBC nonessential amino acids, alanine δ(13)C (δ(13)Calanine) was strongly correlated with intake of SSBs, added sugar, and total sugar (r = 0.70, 0.59, and 0.57, respectively; P < 0.0001) but uncorrelated with other dietary sources of elevated δ(13)C. We also evaluated whether sweetener intake could be noninvasively assessed using hair δ(13)Calanine in a subset of the study population (n = 30). Hair δ(13)Calanine was correlated with RBC δ(13)Calanine (r = 0.65; P < 0.0001) and showed similar associations with SSB intake. These results show that δ(13)Calanine in RBCs provides a valid and specific biomarker of SSB intake for the Yup'ik population and suggest RBCs and hair δ(13)Calanine as candidate biomarkers of SSB intake for validation in the general U.S. population. Ultimately, these biomarkers could clarify our understanding of whether and how SSB intake contributes to chronic disease.
Collapse
Affiliation(s)
- Kyungcheol Choy
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
| | - Sarah H. Nash
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| | | | - Scarlett Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
| | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, and
| | - Diane M. O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and,To whom correspondence should be addressed. E-mail:
| |
Collapse
|
45
|
Koller KR, Wolfe AW, Metzger JS, Austin MA, Hopkins SE, Kaufmann C, Jolly SE, Ebbesson SO, Umans JG, Howard BV, Boyer BB. Utilizing harmonization and common surveillance methods to consolidate 4 cohorts: the Western Alaska Tribal Collaborative for Health (WATCH) study. Int J Circumpolar Health 2013; 72:20572. [PMID: 23671836 PMCID: PMC3644062 DOI: 10.3402/ijch.v72i0.20572] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Revised: 03/28/2013] [Accepted: 04/02/2013] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND According to health status reports, chronic disease prevalence appears to be rising in western Alaska Native (AN) people, and accurate population-based data are needed. Four cohort studies of western AN people were conducted in the Norton Sound and Yukon-Kuskokwim regions, but none have been large enough to allow reliable estimates of rates of chronic diseases and evaluate their risk factors. OBJECTIVE In this article, the methods used to combine 4 major cohort studies of rural western AN people are described and the benefits and challenges encountered in combining data and standardizing surveillance methods for these studies are discussed. DESIGN Tribal permission was obtained for each cohort study and the consolidated study. Data from baseline exams were directly combined or harmonized into new variables. Common surveillance methods were developed and implemented to identify incidence and risk factors for cardiovascular disease (CVD) events and type 2 diabetes. RESULTS A cohort of 4,569 western AN participants (2,116 men and 2,453 women), aged 18-95 years, was established to study CVD and diabetes prevalence. Prospective surveillance data over an average 6.7-year follow-up can now be used to study CVD and diabetes incidence and associated risk factors in a subset of 2,754 western AN participants (1,218 men and 1,536 women) who consented to initial surveillance. CONCLUSIONS The combined cohort provides statistical power to examine incidence rates and risk factors for CVD and diabetes and allows for analyses by geographic region. The data can be used to develop intervention programmes in these populations and others.
Collapse
Affiliation(s)
- Kathryn R. Koller
- Division of Community Health Services, Alaska Native Tribal Health Consortium, Anchorage, AK, USA
| | - Abbie W. Wolfe
- Division of Community Health Services, Alaska Native Tribal Health Consortium, Anchorage, AK, USA
| | - Jesse S. Metzger
- Center for Behavioral Health, University of Alaska Anchorage, Anchorage, AK, USA
| | - Melissa A. Austin
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Scarlett E. Hopkins
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Cristiane Kaufmann
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| | - Stacey E. Jolly
- General Internal Medicine, Cleveland Clinic Medicine Institute, Cleveland, OH, USA
| | | | - Jason G. Umans
- MedStar Health Research Institute, Hyattsville, MD, USA
- Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Barbara V. Howard
- MedStar Health Research Institute, Hyattsville, MD, USA
- Georgetown-Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Bert B. Boyer
- Center for Alaska Native Health Research, University of Alaska Fairbanks, Fairbanks, AK, USA
| |
Collapse
|
46
|
Hoeft TJ, Burke W, Hopkins SE, Charles W, Trinidad SB, James RD, Boyer BB. Building partnerships in community-based participatory research: budgetary and other cost considerations. Health Promot Pract 2013; 15:263-70. [PMID: 23632077 DOI: 10.1177/1524839913485962] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Community-based participatory research (CBPR) is an important framework for partnering with communities to reduce health disparities. Working in partnership with community incurs additional costs, some that can be represented in a budget summary page and others that are tied to the competing demands placed on community and academic partners. These cost considerations can inform development of community-academic partnerships. We calculated costs from a case study based on an ongoing CBPR project involving a Community Planning Group (CPG) of community co-researchers in rural Alaska and a bicultural liaison group who help bridge communication between CPG and academic co-researchers. Budget considerations specific to CBPR include travel and other communication-related costs, compensation for community partners, and food served at meetings. We also identified sources of competing demands for community and academic partners. Our findings can inform budget discussions in community-academic partnerships. Discussions of competing demands on community partners' time can help plan timelines for CBPR projects. Our findings may also inform discussions about tenure and promotion policies that may represent barriers to participation in CBPR for academic researchers.
Collapse
|
47
|
Lemas DJ, Klimentidis YC, Wiener HH, O'Brien DM, Hopkins S, Allison DB, Fernandez JR, Tiwari HK, Boyer BB. Obesity polymorphisms identified in genome‐wide association studies interact with n‐3 polyunsaturated fatty acid intake and modify genetic associations with adiposity phenotypes in Yup'ik people. FASEB J 2013. [DOI: 10.1096/fasebj.27.1_supplement.608.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Yann C. Klimentidis
- Department of Biostatistics, Section on Statistical GeneticsUniversity of Alabama at BirminghamBirminghamAL
| | - Howard H. Wiener
- Department of EpidemiologyUniversity of Alabama at BirminghamBirminghamAL
| | - Diane M. O'Brien
- Center for Alaska Native Health ResearchUniversity of Alaska FairbanksFairbanksAK
| | - Scarlett Hopkins
- Center for Alaska Native Health ResearchUniversity of Alaska FairbanksFairbanksAK
| | - David B. Allison
- Department of Biostatistics, Section on Statistical GeneticsUniversity of Alabama at BirminghamBirminghamAL
- Office of EnergeticsUniversity of Alabama at BirminghamBirminghamAL
| | - Jose R. Fernandez
- Department of Nutrition SciencesUniversity of Alabama at BirminghamBirminghamAL
| | - Hemant K. Tiwari
- Department of Biostatistics, Section on Statistical GeneticsUniversity of Alabama at BirminghamBirminghamAL
| | - Bert B. Boyer
- Center for Alaska Native Health ResearchUniversity of Alaska FairbanksFairbanksAK
| |
Collapse
|
48
|
Lemas DJ, Klimentidis YC, Wiener HH, O'Brien DM, Hopkins SE, Allison DB, Fernandez JR, Tiwari HK, Boyer BB. Obesity polymorphisms identified in genome-wide association studies interact with n-3 polyunsaturated fatty acid intake and modify the genetic association with adiposity phenotypes in Yup'ik people. Genes Nutr 2013; 8:495-505. [PMID: 23526194 DOI: 10.1007/s12263-013-0340-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 02/26/2013] [Indexed: 11/26/2022]
Abstract
n-3 Polyunsaturated fatty acids (n-3 PUFAs) have anti-obesity effects that may modulate risk of obesity, in part, through interactions with genetic factors. Genome-wide association studies (GWAS) have identified genetic variants associated with body mass index (BMI); however, the extent to which these variants influence adiposity through interactions with n-3 PUFAs remains unknown. We evaluated 10 highly replicated obesity GWAS single nucleotide polymorphisms (SNPs) for individual and cumulative associations with adiposity phenotypes in a cross-sectional sample of Yup'ik people (n = 1,073) and evaluated whether genetic associations with obesity were modulated by n-3 PUFA intake. A genetic risk score (GRS) was calculated by adding the BMI-increasing alleles across all 10 SNPs. Dietary intake of n-3 PUFAs was estimated using nitrogen stable isotope ratio (δ(15)N) of red blood cells, and genotype-phenotype analyses were tested in linear models accounting for familial correlations. GRS was positively associated with BMI (p = 0.012), PBF (p = 0.022), ThC (p = 0.025), and waist circumference (p = 0.038). The variance in adiposity phenotypes explained by the GRS included BMI (0.7 %), PBF (0.3 %), ThC (0.7 %), and WC (0.5 %). GRS interactions with n-3 PUFAs modified the association with adiposity and accounted for more than twice the phenotypic variation (~1-2 %), relative to GRS associations alone. Obesity GWAS SNPs contribute to adiposity in this study population of Yup'ik people and interactions with n-3 PUFA intake potentiated the risk of fat accumulation among individuals with high obesity GRS. These data suggest the anti-obesity effects of n-3 PUFAs among Yup'ik people may, in part, be dependent upon an individual's genetic predisposition to obesity.
Collapse
Affiliation(s)
- Dominick J Lemas
- Institute of Arctic Biology, Center for Alaska Native Health Research, University of Alaska Fairbanks, 311 Irving I Building, PO Box 757000, Fairbanks, AK, 99775-7000, USA,
| | | | | | | | | | | | | | | | | |
Collapse
|
49
|
Nash SH, Kristal AR, Bersamin A, Hopkins SE, Boyer BB, O’Brien DM. Carbon and nitrogen stable isotope ratios predict intake of sweeteners in a Yup'ik study population. J Nutr 2013; 143:161-5. [PMID: 23256142 PMCID: PMC3542907 DOI: 10.3945/jn.112.169425] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The carbon isotope ratio (δ¹³C) is elevated in corn- and cane sugar-based foods and has recently shown associations with sweetener intake in multiple U.S. populations. However, a high carbon isotope ratio is not specific to corn- and sugar cane-based sweeteners, as other foods, including meats and fish, also have elevated δ¹³C. This study examines whether the inclusion of a second marker, the nitrogen isotope ratio (δ¹⁵N), can control for confounding dietary effects on δ¹³C and improve the validity of isotopic markers of sweetener intake. The study participants are from the Yup'ik population of southwest Alaska and consume large and variable amounts of fish and marine mammals known to have elevated carbon and nitrogen isotope ratios. Sixty-eight participants completed 4 weekly 24-h recalls followed by a blood draw. RBC δ¹³C and δ¹⁵N were used to predict sweetener intake, including total sugars, added sugars, and sugar-sweetened beverages. A model including both δ¹³C and δ¹⁵N explained more than 3 times as much of the variation in sweetener intake than did a model using only δ¹³C. Because carbon and nitrogen isotope ratios are simultaneously determined in a single, high-throughput analysis, this dual isotope marker provides a simple method to improve the validity of stable isotope markers of sweetener intake with no additional cost. We anticipate that this multi-isotope approach will have utility in any population where a stable isotope biomarker is elevated in several food groups and there are appropriate "covariate" isotopes to control for intake of foods not of research interest.
Collapse
Affiliation(s)
- Sarah H. Nash
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and,To whom correspondence should be addressed. E-mail:
| | | | - Andrea Bersamin
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| | | | - Bert B. Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| | - Diane M. O’Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, and,Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK; and
| |
Collapse
|
50
|
Boden-Albala B, Roberts ET, Hopkins S, Allen J, Boyer BB. Predictors of risk and protection for hypertension in Yup'ik people from Southwest Alaska. Ethn Dis 2013; 23:484-491. [PMID: 24392613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023] Open
Abstract
OBJECTIVE Hypertension (HTN) contributes to vascular disease, and is increasingly common in non-western, rural contexts, such as the Yup'ik people of Southwestern Alaska. While much is known regarding HTN risk factors in western contexts, little is known about their relevance to non-western populations. We explore an American Heart Association risk factor model for HTN in predicting risk and protection from HTN among Yup'ik people. METHODS Using data from 1015 Yup'ik individuals residing in remote Southwestern Alaska, we explore age, sex, education, waist circumference, physical activity, tobacco, social support, and cultural identification in multinomial logistic regressions comparing pre-hypertension (pre-HTN; systolic 120 to 129 mm Hg), and hypertension (HTN; systolic > or = 130 mm Hg) to optimal blood pressure (opt-BP; systolic < 120 mm Hg). RESULTS We find positive associations between age (2%, 5% greater odds respectively), waist circumference (3%, 5% greater odds respectively) and hypertension medication usage (60%, 85% greater odds respectively) with both pre-HTN and HTN. We also find men have 86% greater odds of pre-HTN, people with fasting blood glucose > or = 110 mg/dL have 52% increased odds of pre-HTN, and married persons have 19% lower odds of having pre-HTN compared to having opt-BP. Bicultural identification mitigates age related increases in BP and deleterious effects of low formal education. CONCLUSIONS While model continuities are noted in our Yup'ik study, important points of divergence are also noted. Future research on cultural identification and social support has promising implications for guiding responsive interventions.
Collapse
Affiliation(s)
- Bernadette Boden-Albala
- Division of Social Epidemiology, Department of Health Evidence and Policy, Mount Sinai School of Medicine, One Gustave L. Levy Place, Box 1077, New York, NY 10029, USA.
| | - Eric T Roberts
- Division of Social Epidemiology, Department of Health Evidence and Policy, Mount Sinai School of Medicine, One Gustave L. Levy Place, Box 1077, New York, NY 10029, USA
| | - Scarlett Hopkins
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, USA
| | - James Allen
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, USA
| | - Bert B Boyer
- Center for Alaska Native Health Research, Institute of Arctic Biology, University of Alaska, Fairbanks, USA
| |
Collapse
|