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Fouotsa NCM, Ndjaboue R, Ngueta G. Race/Ethnicity and Other Predictors of Early-Onset Type 2 Diabetes Mellitus in the US Population. J Racial Ethn Health Disparities 2025; 12:1482-1490. [PMID: 38512423 DOI: 10.1007/s40615-024-01980-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 03/06/2024] [Accepted: 03/13/2024] [Indexed: 03/23/2024]
Abstract
OBJECTIVES Among US adults aged 20 + years in the USA with previously diagnosed type 2 diabetes mellitus (T2DM), we aimed to estimate the prevalence of early-onset T2DM (onset at age < 50.5 years) and to test associations between early-onset T2DM and race/ethnicity, and other hypothesized predictors. METHODS We pooled data from the annual National Health and Nutrition Examination Surveys (NHANES) over the years 2001 through 2018. We tested hypotheses of association and identified predictors using stepwise logistic regression analysis, and 11 supervised machine learning classification algorithms. RESULTS After appropriate weighting, we estimated that among adults in the USA aged 20 + years with previously diagnosed T2DM, the prevalence of early-onset was 52.9% (95% confidence intervals, 49.6 to 56.2%). Among Non-Hispanic Whites (NHW) the prevalence was 48.6% (95% CI, 44.6 to 52.6%), among Non-Hispanic Blacks: 56.9% (95% CI, 51.8 to 62.0%), among Hispanics: 62.7% (95% CI, 53.2 to 72.3%). In the final multivariable logistic regression model, the top-3 markers predicting early-onset T2DM in males were NHB ethnicity (OR = 2.97; 95% CI: 2.24-3.95) > tobacco smoking (OR = 2.79; 95% CI: 2.18-3.58) > high education level (OR = 1.65; 95% CI: 1.27-2.14) in males. In females, the ranking was tobacco smoking (OR = 2.59; 95% CI: 1.90-3.53) > Hispanic ethnicity (OR = 1.49; 95% CI: 1.08-2.05) > obesity (OR = 1.30; 95% CI: 0.91-1.86) in females. The acculturation score emerged from the machine learning approach as the dominant marker explaining the race disparity in early-onset T2DM. CONCLUSIONS The prevalence of early-onset T2DM was higher among NHB and Hispanic people, than among NHW people. Independently of race/ethnicity, acculturation, tobacco smoking, education level, marital status, obesity, and hypertension were also predictive.
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Affiliation(s)
- Noé Carème Manfouo Fouotsa
- CHU de Sherbrooke Research Center, DOCC (Diabetes, Obesity and Cardiovasvascular Complications), CRCHUS-Hôpital Fleurimont, 12Eme Avenue Nord, Sherbrooke, Québec, 3001, Canada
| | - Ruth Ndjaboue
- Canada Research Chair in Inclusivity and Active Ageing, University of Sherbrooke, Sherbrooke, Canada
- Research Centre on Aging, University of Sherbrooke, Sherbrooke, Canada
| | - Gerard Ngueta
- CHU de Sherbrooke Research Center, DOCC (Diabetes, Obesity and Cardiovasvascular Complications), CRCHUS-Hôpital Fleurimont, 12Eme Avenue Nord, Sherbrooke, Québec, 3001, Canada.
- Department of Community Health Sciences, Faculty of Medicine & Health Sciences, Université de Sherbrooke, Sherbrooke, Québec, Canada.
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Brennan MB, Tan TW, Schechter MC, Fayfman M. Using the National Institute on Minority Health and Health Disparities framework to better understand disparities in major amputations. Semin Vasc Surg 2023; 36:19-32. [PMID: 36958894 PMCID: PMC10039286 DOI: 10.1053/j.semvascsurg.2023.01.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/10/2023] [Accepted: 01/16/2023] [Indexed: 01/22/2023]
Abstract
Recently, the United States experienced its first resurgence of major amputations in more than 20 years. Compounding this rise is a longstanding history of disparities. Patients identifying as non-Hispanic Black are twice as likely to lose a limb as those identifying as non-Hispanic White. Those identifying as Latino face a 30% increase. Rural patients are also more likely to undergo major amputations, and the rural-urban disparity is widening. We used the National Institute on Minority Health and Health Disparities framework to better understand these disparities and identify common factors contributing to them. Common factors were abundant and included increased prevalence of diabetes, possible lower rates of foot self-care, transportation barriers to medical appointments, living in disadvantaged neighborhoods, and lack of insurance. Solutions within and outside the health care realm are needed. Health care-specific interventions that embed preventative and ambulatory care services within communities may be particularly high yield.
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Affiliation(s)
- Meghan B Brennan
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, 1685 Highland Avenue, Madison, WI, 53583.
| | - Tze-Woei Tan
- Department of Surgery, Keck School of Medicine University of Southern California, Los Angeles, CA
| | - Marcos C Schechter
- Department of Medicine, Emory University School of Medicine, Atlanta, GA; Grady Health System, Atlanta, GA
| | - Maya Fayfman
- Department of Medicine, Emory University School of Medicine, Atlanta, GA; Grady Health System, Atlanta, GA
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3
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Lopez-Pentecost M, Garcia DO, Sun X, Thomson CA, Chow HHS, Martinez JA. Differences in Metabolomic Profiles by Birthplace in Mexican-Origin Hispanic Men Who Participated in a Weight Loss Lifestyle Intervention. Am J Mens Health 2023; 17:15579883231153018. [PMID: 36842961 PMCID: PMC9972066 DOI: 10.1177/15579883231153018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 12/16/2022] [Accepted: 01/09/2023] [Indexed: 02/28/2023] Open
Abstract
Birthplace, as a proxy for environmental exposures (e.g., diet), may influence metabolomic profiles and influence risk of cancer. This secondary analysis investigated metabolomic profile differences between foreign and U.S.-born Mexican-origin (MO) Hispanic men to shed light on potential mechanisms through which foreign- and U.S.-born individuals experience differences in cancer risk and risk factors. Plasma samples from MO Hispanic men (N = 42) who participated in a previous lifestyle intervention were collected pre-and post-intervention. Metabolomic profiles were characterized from samples using ultra performance liquid chromatography-quadrupole time of flight mass spectrometry (UPLC-QTOF). Models were visualized using supervised orthogonal projections to latent structures-discriminant analysis (OPLS-DA). Progenesis QI was used for peak integration and metabolite identification. Plasma metabolomic profiles differed between foreign- and U.S.-born pre-intervention (R2 = .65) and post-intervention (R2 = .62). Metabolomic profiles differed pre- versus post-intervention (R2 = .35 and R2 = .65) for the foreign- and U.S.-born group, respectively. Both endogenous metabolites and dietary components characterized differences between foreign- and U.S.-born participants pre- and post-intervention. Plasma metabolomic profiles from MO Hispanic men differed by birthplace. These results advance our understanding of relevant exposures that may affect cancer risk among MO Hispanic men born abroad or in the United States.
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Affiliation(s)
- Melissa Lopez-Pentecost
- Sylvester Comprehensive Cancer Center,
University of Miami Miller School of Medicine, Miami, FL, USA
| | - David O. Garcia
- Department of Health Promotion
Sciences, Mel and Enid Zuckerman College of Public Health, The University of
Arizona, Tucson, AZ, USA
- The University of Arizona Cancer
Center, Tucson, AZ, USA
| | - Xiaoxiao Sun
- Department of Epidemiology and
Biostatistics, Mel and Enid Zuckerman College of Public Health, The University of
Arizona, Tucson, AZ, USA
| | - Cynthia A. Thomson
- Department of Health Promotion
Sciences, Mel and Enid Zuckerman College of Public Health, The University of
Arizona, Tucson, AZ, USA
- The University of Arizona Cancer
Center, Tucson, AZ, USA
| | | | - Jessica A. Martinez
- The University of Arizona Cancer
Center, Tucson, AZ, USA
- Department of Nutritional Sciences,
College of Agriculture and Life Sciences, The University of Arizona, Tucson, AZ,
USA
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4
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Morey BN, Ryu S, Shi Y, Park HW, Lee S. Acculturation and Cardiometabolic Abnormalities Among Chinese and Korean Americans. J Racial Ethn Health Disparities 2022:10.1007/s40615-022-01347-x. [PMID: 35705844 PMCID: PMC9200372 DOI: 10.1007/s40615-022-01347-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 05/16/2022] [Accepted: 05/31/2022] [Indexed: 11/26/2022]
Abstract
Background Studies generally show that higher acculturation is associated with greater cardiovascular disease (CVD) risk among immigrants in the United States (US). However, few studies have compared how proxies of acculturation are differentially associated with metabolic abnormalities measured using objective biomarkers, self-reported diagnosis, and medication use, particularly among East Asian Americans. Methods Survey data and biomarker measurements collected from random (non-fasting) blood samples of Chinese and Korean immigrants in the US (n = 328) were used to examine the associations between two proxies for acculturation (years living in the US and English speaking proficiency) with three cardiometabolic abnormalities (high triglyceride levels, diabetes, and hypercholesterolemia). Poisson regression models estimated prevalence ratios adjusted for demographic characteristics, socioeconomic factors, and body mass index. Gender, Asian subgroup, and household income were tested as potential effect modifiers. Results Living longer in the US was associated with greater likelihood of having high triglycerides. In addition, living longer in the US was associated with greater likelihood of diabetes for people with lower household income and greater likelihood of hypercholesterolemia for people with higher household income. Higher level of English proficiency was less consistently associated with higher cardiometabolic risk, although there was a significant association with greater likelihood of hypercholesterolemia. Conclusions Longer time lived in the US is associated with higher risk of cardiometabolic abnormalities among Chinese and Korean Americans. Future studies of acculturation and cardiometabolic risk should carefully consider potential mechanisms and what proxy measures of acculturation capture. Trial Registration Number NCT03481296, date of registration: 3/29/2018.
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Affiliation(s)
- Brittany N Morey
- Program in Public Health, Department of Health, Society, & Behavior, University of California, Irvine, 653 E. Peltason Dr., Anteater Instruction and Research Building (AIRB) 2022, Irvine, CA, 92697-3957, USA.
| | - Soomin Ryu
- School of Public Policy, University of Maryland, College Park, MD, USA
| | - Yuxi Shi
- Department of Medicine, School of Medicine, University of California, Irvine, Irvine, CA, USA
| | - Hye Won Park
- Department of Medicine, School of Medicine, University of California, Irvine, Irvine, CA, USA
| | - Sunmin Lee
- Department of Medicine, School of Medicine, University of California, Irvine, Irvine, CA, USA
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Andrews C, Oths KS, Dressler WW. Time in the United States and diabetes among Mexican immigrant women: The moderating role of culture. J Migr Health 2022; 6:100118. [PMID: 35668735 PMCID: PMC9166447 DOI: 10.1016/j.jmh.2022.100118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 05/16/2022] [Accepted: 05/25/2022] [Indexed: 11/26/2022] Open
Abstract
Mexican immigrants in the U.S. show high incidence of type 2 diabetes, and increased risk is associated with longer duration of residency. This study considers the impact of culture over time for Mexican immigrant women in a southern U.S. city. Using cultural consensus analysis to empirically derive the substance and structure of a cultural model for la buena vida (the good life) among Mexican immigrant women in Birmingham, Alabama, we assess the extent to which respondents are aligned with the model in their everyday lives. This measure of 'cultural consonance' is explored as a moderating variable between length of time living in the U.S. and level of Hemoglobin A1c. Results demonstrate that for those with more time in the U.S., those with lower consonance are more likely to have diabetes, while those who are more aligned with la buena vida are at lower risk.
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Affiliation(s)
- Courtney Andrews
- Department of Anthropology, The University of Alabama at Birmingham, University Hall – 3165, 1402 10th Avenue South, Birmingham, AL 35294, United States
| | - Kathryn S. Oths
- Department of Anthropology, The University of Alabama, Ten Hour Hall–19, 350 Marrs Spring Road, Tuscaloosa, AL 35487, United States
| | - William W. Dressler
- Department of Anthropology, The University of Alabama, Ten Hour Hall–19, 350 Marrs Spring Road, Tuscaloosa, AL 35487, United States
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McDougal L, Erikat J, Yusufi H, Sahid R, Streuli S, Fielding-Miller R. Understanding the impact of the COVID-19 pandemic on refugee communities in San Diego, California: A participatory action research cross-sectional study. SSM Popul Health 2022; 18:101110. [PMID: 35531469 PMCID: PMC9054704 DOI: 10.1016/j.ssmph.2022.101110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/22/2022] [Accepted: 04/26/2022] [Indexed: 10/24/2022] Open
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Kamody RC, Grilo CM, Vásquez E, Udo T. Diabetes prevalence among diverse Hispanic populations: considering nativity, ethnic discrimination, acculturation, and BMI. Eat Weight Disord 2021; 26:2673-2682. [PMID: 33594660 DOI: 10.1007/s40519-021-01138-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 01/28/2021] [Indexed: 02/06/2023] Open
Abstract
PURPOSE To compare prevalence of self-reported diabetes between U.S. state-born, Puerto Rico-born, Mexico-born, Cuba-born, and South/Central America-born Hispanic groups, and examine whether risk for diabetes differs by country of origin and experiences with discrimination when accounting for BMI. METHODS Data from 6223 Hispanic respondents from the nationally representative NESARC-III study was used. Sociodemographic characteristics were compared across nativity groups, and adjusted odds of self-reported diabetes diagnosis (past year) tested. Differences by perceived discrimination (using endorsement of individual items assessing specific experiences) and by nativity were examined when accounting for sociodemographic characteristics, acculturation, and BMI. RESULTS Prevalence of self-reported diabetes diagnosis was significantly higher among the Puerto Rico-born Hispanics, and remained significantly elevated when adjusting for perceived discrimination, acculturation, and health risk behaviors. When adjusting further for BMI, there were no significant differences in the odds of diabetes by nativity. Prevalence of lifetime perceived discrimination was significantly lower among Cuba-born Hispanics. Mean BMI was significantly lower in South/Central America-born Hispanic individuals relative to U.S. state-, Mexico-, and Puerto Rico-born Hispanic groups. Higher BMI was associated with significantly greater risk of diabetes diagnosis across groups. CONCLUSION Marked heterogeneity exists in prevalence and in factors associated with diabetes risk and weight status across Hispanic groups in the U.S. Experiences with discrimination may play an important role in accounting for these differences. This should be considered when planning future research to inform the most optimal patient-centered prevention efforts. LEVEL OF EVIDENCE Level III, Evidence obtained from well-designed cohort analytic study.
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Affiliation(s)
- Rebecca C Kamody
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
- Child Study Center, Yale University School of Medicine, 350 George Street, New Haven, CT, 06511, USA.
| | - Carlos M Grilo
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Elizabeth Vásquez
- Department of Epidemiology & Biostatistics, School of Public Health, University of Albany, State University of New York, Albany, NY, USA
| | - Tomoko Udo
- Department of Health Policy, Management, and Behavior, School of Public Health, University of Albany, State University of New York, Albany, NY, USA
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8
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Acculturation and biological stress markers: A systematic review. Psychoneuroendocrinology 2021; 132:105349. [PMID: 34246155 PMCID: PMC8527572 DOI: 10.1016/j.psyneuen.2021.105349] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/25/2021] [Accepted: 06/27/2021] [Indexed: 01/01/2023]
Abstract
BACKGROUND The association of acculturation with health among immigrant populations is believed to be mediated, in part, by acculturation-related stress and stress biology. OBJECTIVES To review and qualitatively synthesize empirical findings on the relationship of acculturation with stress-related inflammatory and endocrine biomarkers and composite allostatic load (AL) scores. METHODS A literature search was performed in the PubMed and PsycInfo databases. Article titles, abstracts or full-texts were screened and checked for match with the search criteria. Studies were eligible if they empirically tested the relationship between acculturation and inflammatory/endocrine stress biomarkers or composite AL scores, and were published in the English language. RESULTS Among the 41 articles identified as relevant and included in this review, the majority were published after 2010, included adult Hispanic U.S.-based populations, used cross-sectional study designs, operationalized acculturation as a unidimensional construct, and varied considerably in the selection of covariates in the analyses. Acculturation was significantly associated with stress biomarkers in 29 studies, but the direction of effects varied across studies. Specifically, acculturation, operationalized as a higher orientation towards the host culture, was associated with inflammatory biomarkers in 10 of 14 studies, with endocrine stress biomarkers in 12 of 20 studies, and with composite AL scores in 7 of 8 studies. Overall, language-based proxy measures of acculturation were related to higher levels of stress-related inflammatory and endocrine biomarkers and to lower levels of AL scores, whereas nativity-, generation status- and length of stay-based proxy measures of acculturation were related to higher levels of inflammatory biomarkers and AL score. DISCUSSION The majority of studies reported associations between measures of acculturation and stress biomarkers, however the directions of effects varied across studies. We suggest this heterogeneity may, in part, be a function of limitations imposed by cross-sectional research designs and unidimensional measures of acculturation measures, and we highlight the need for longitudinal studies and use of multidimensional measures of acculturation to better uncover the biobehavioral mechanisms and pathways linking acculturation with health outcomes.
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9
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Miller De Rutté AM, Barrie A. A Systematic Review Exploring Acculturation and Type 2 Diabetes in Spanish-Speaking Populations. HISPANIC HEALTH CARE INTERNATIONAL 2021; 20:133-146. [PMID: 34493108 DOI: 10.1177/15404153211037022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Acculturation to the United States has been previously studied in Spanish-speaking populations, but little is known about the potential relationship between acculturation and type 2 diabetes mellitus (T2DM). OBJECTIVE The purpose of this systematic review was to explore the relationship between acculturation and T2DM in Spanish-speaking populations in the United States. METHODS Selected studies collected from a review of literature were analyzed by population, ethnicity, acculturation scale, and significance. RESULTS Thirty-two eligible articles showed conflicting data between the effects of acculturation on T2DM. CONCLUSION Overall, studies yielded inconclusive results on the significance of the relationship between acculturation and diabetes in Spanish-speaking populations, which merit further investigation.
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Affiliation(s)
| | - Amanda Barrie
- Department of Biology, The University of Tampa, Tampa, FL, USA
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10
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An Exploration of the Relationship Between Diabetes and Depression Among Immigrants in the United States. J Immigr Minor Health 2021; 23:444-451. [PMID: 33386600 DOI: 10.1007/s10903-020-01132-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/20/2020] [Indexed: 10/22/2022]
Abstract
Research on health outcomes, especially about chronic conditions, among immigrants is necessary to meet the health care needs of this growing population. This study examines the relationship between diabetes and depression among immigrants using the 2006-2015 National Health Interview Survey (NHIS). We find a correlation between having diabetes and depression among foreign-born individuals. Being a woman, poor, and from specific regions in Latin America are associated with a higher odds of comorbid diabetes and depression. Out of the individuals with both diabetes and depression, the burden of both conditions seems to be concentrated among foreign-born individuals from Mexico, Central America, and the Caribbean. We find a correlation between having diabetes and depression among foreign-born individuals, similar to that found in U.S.-born populations. Both of these conditions contribute to the burden of disease in the U.S, and we question whether patterns of both diseases (co-morbidities) are evenly or unevenly distributed in the immigrant population.
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11
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Shah SM, Jaacks LM, Al-Maskari F, Al-Kaabi J, Aziz F, Soteriades E, Loney T, Farooqi H, Memon A, Ali R. Association between duration of residence and prevalence of type 2 diabetes among male South Asian expatriate workers in the United Arab Emirates: a cross-sectional study. BMJ Open 2020; 10:e040166. [PMID: 33334833 PMCID: PMC7747541 DOI: 10.1136/bmjopen-2020-040166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
UNLABELLED Expatriates account for about 80% of the total population in the United Arab Emirates (UAE). This study aimed to evaluate the hypothesis that prevalence of type 2 diabetes in male South Asian expatriates increases with increased length of residence in the UAE. DESIGN, SETTINGS AND PARTICIPANTS This cross-sectional study recruited a representative sample (n=1375) of male South Asian expatriates aged ≥18 years in Al Ain, UAE. Sociodemographic, anthropometric and lifestyle data were obtained using a pilot-tested adapted version of the WHO STEPS instrument. MAIN OUTCOME MEASURES Duration of residence was used as a marker for acculturation. Type 2 diabetes was defined as a self-reported physician diagnosis of diabetes or a glycosylated haemoglobin blood level ≥6.5%. RESULTS Mean (±SD) age of participants was 34.0±9.9 years. Overall, the prevalence of type 2 diabetes was 8.3% (95% CI 6.8% to 9.8%). Diabetes prevalence was positively associated with longer duration of residence in the UAE, 2.7%, <5 years; 8.2%, 5-10 years; and 18.8%, >10 years. After adjusting for age, nationality, and income and age, expatriates were more likely to develop diabetes if residing in the UAE for 5-10 years (OR=2.18; 95% CI 1.02 to 4.67) or >10 years (OR=3.23; 95% CI 1.52 to 6.85) compared with those residing for <5 years. CONCLUSIONS After controlling for potential confounding factors, longer duration of residence was significantly associated with a higher prevalence of type 2 diabetes in male South Asian expatriate workers in the UAE.
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Affiliation(s)
- Syed M Shah
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- Family Medicine, Aga Khan University, Karachi, Pakistan
- Zayed Centre for Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Lindsay M Jaacks
- Global Health and Population, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Fatima Al-Maskari
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- Zayed Centre for Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Juma Al-Kaabi
- Zayed Centre for Health Sciences, United Arab Emirates University, Al Ain, UAE
- Medicine, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, Abu Dhabi, UAE
| | - Faisal Aziz
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
| | - Elpidoforos Soteriades
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- Environmental and Occupational Medicine and Epidemiology (EOME), Department of Environmental Health, Harvard T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Tom Loney
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, UAE
| | - Hamed Farooqi
- Dubai Diabetes Center, Dubai Health Authority, Dubai, UAE
| | - Anjum Memon
- Division of Primary Care and Public Health Medicine, Brighton and Sussex Medical School, Brighton, UK
| | - Raghib Ali
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, UAE
- Public Health Research Center, New York University, Abu Dhabi, UAE
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Zhang X, Hoffman KL, Wei P, Elhor Gbito KY, Joseph R, Li F, Scheet P, Chang S, Petrosino JF, Daniel CR. Baseline Oral Microbiome and All-cancer Incidence in a Cohort of Nonsmoking Mexican American Women. Cancer Prev Res (Phila) 2020; 14:383-392. [PMID: 33277317 DOI: 10.1158/1940-6207.capr-20-0405] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/12/2020] [Accepted: 11/18/2020] [Indexed: 12/15/2022]
Abstract
Given the increasing evidence that the oral microbiome is involved in obesity, diabetes, and cancer risk, we investigated baseline oral microbiota profiles in relation to all-cancer incidence among nonsmoking women enrolled in a Texas cohort of first- and second-generation immigrants of Mexican origin. We characterized the 16Sv4 rDNA microbiome in oral mouthwash samples collected at baseline from a representative subset of 305 nonsmoking women, ages 20-75 years. We evaluated within- (alpha) and between-sample (beta) diversity by incident cancer status and applied linear discriminant analysis (LDA) effect size analysis to assess differentially abundant taxa. Diversity and candidate taxa in relation to all-cancer incidence were evaluated in multivariable-adjusted Cox regression models. Over 8.8 median years of follow-up, 31 incident cancer cases were identified and verified. Advanced age, greater acculturation, and cardiometabolic risk factors were associated with all-cancer incidence. Higher alpha diversity (age-adjusted P difference < 0.01) and distinct biological communities (P difference = 0.002) were observed by incident cancer status. Each unit increase in the Shannon diversity index yielded >8-fold increase in all-cancer and obesity-related cancer risk [multivariable-adjusted HR (95% confidence interval), 8.11 (3.14-20.94) and 10.72 (3.30-34.84), respectively] with similar findings for the inverse Simpson index. Streptococcus was enriched among women who did not develop cancer, while Fusobacterium, Prevotella, Mogibacterium, Campylobacter, Lachnoanaerobaculum, Dialister, and Atopobium were higher among women who developed cancer (LDA score ≥ 3; q-value < 0.01). This initial study of oral microbiota and overall cancer risk in nonsmoking Mexican American women suggests the readily accessible oral microbiota as a promising biomarker. PREVENTION RELEVANCE: Mexican American women suffer a disproportionate burden of chronic health conditions that increase cancer risk. Few investigations of the microbiome, a key determinant of host health, have been conducted among this group. Oral microbiota profiles may provide early and accessible cancer biomarker data on invasive bacteria or community disruptions.
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Affiliation(s)
- Xiaotao Zhang
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas.,Dan L Duncan Comprehensive Cancer Center, Epidemiology & Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Kristi L Hoffman
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas
| | - Peng Wei
- Division of Cancer Prevention and Population Sciences, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Kplola Y Elhor Gbito
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Reji Joseph
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Fangyu Li
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Paul Scheet
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Shine Chang
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joseph F Petrosino
- Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas
| | - Carrie R Daniel
- Division of Cancer Prevention and Population Sciences, Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Dias J, Echeverria S, Mayer V, Janevic T. Diabetes Risk and Control in Multi-ethnic US Immigrant Populations. Curr Diab Rep 2020; 20:73. [PMID: 33216289 PMCID: PMC11979544 DOI: 10.1007/s11892-020-01358-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/26/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE OF REVIEW The goal of this review is to assess current evidence on diabetes risk and control among adult immigrants in the USA. RECENT FINDINGS Patterns of diabetes risk in US immigrants may reflect global diabetes trends. Asian, Black, and Latinx immigrants all see a diabetes disadvantage relative to US-born Whites. Diabetes risk in Asian immigrants also surpasses US-born Asians. Relative diabetes risk among all groups increases with time in the USA. Research to explain patterns in diabetes risk and control among immigrants has broadened from lifestyle factors to include multi-level, life course influences on trajectories of risk. Some determinants are shared across groups, such as structural racism, healthcare access, and migration stress, whereas others such as diet are embedded in sending country culture. Current literature on diabetes in immigrant populations suggests a need to shift towards a transnational lens and macro-level social determinants of health framework to understand diabetes risk and potential prevention factors.
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Affiliation(s)
- Jennifer Dias
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sandra Echeverria
- Department of Public Health Education, School of Health and Human Sciences, University of North Carolina at Greensboro, Greensboro, NC, USA
| | - Victoria Mayer
- General Internal Medicine, Population Health Science & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Teresa Janevic
- Obstetrics, Gynecology, and Reproductive Science, Population Health Science & Policy, Blavatnik Family Women's Health Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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The Independent and Combined Effects of Aerobic Physical Activity and Muscular Strengthening Activity on All-Cause Mortality: An Analysis of Effect Modification by Race-Ethnicity. J Phys Act Health 2020; 17:881-888. [PMID: 32732453 DOI: 10.1123/jpah.2019-0581] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 04/24/2020] [Accepted: 06/06/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND The effects of aerobic physical activity (PA) and muscular strengthening activity (MSA) on all-cause mortality risk need further exploration among ethnically diverse populations. PURPOSE To examine potential effect modification of race-ethnicity on meeting the PA guidelines and on all-cause mortality. METHODS The study sample (N = 14,384) included adults (20-79 y of age) from the 1999-2006 National Health and Nutrition Examination Survey. PA was categorized into 6 categories based on the 2018 PA guidelines: category 1 (inactive), category 2 (insufficient PA and no MSA), category 3 (active and no MSA), category 4 (no PA and sufficient MSA), category 5 (insufficient PA and sufficient MSA), and category 6 (meeting both recommendations). Race-ethnic groups examined included non-Hispanic white, non-Hispanic black, and Mexican American. Cox-proportional hazard models were used. RESULTS Significant risk reductions were found for categories 2, 3, and 6 for non-Hispanic white and non-Hispanic black. Among Mexican American, significant risk reductions were found in category 6. CONCLUSION In support of the 2018 PA guidelines, meeting both the aerobic PA and MSA guidelines significantly reduced risk for all-cause mortality independent of race-ethnicity. The effects of aerobic PA alone seem to be isolated to non-Hispanic white and non-Hispanic black.
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Reinschmidt KM, Salvatore AL, Ji L, Finnell KJ, Giron Lopez AE, Bump ER, Philip TJ, Stoner JA. Diabetes among Hispanics in Oklahoma: Assessing Disparities to Guide Basic and Applied Research. THE JOURNAL OF THE OKLAHOMA STATE MEDICAL ASSOCIATION 2020; 113:160-166. [PMID: 36204352 PMCID: PMC9534285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Background – Diabetes, a leading cause of morbidity and mortality in the United States, disproportionally affects minority populations. In 2015, Hispanics, the largest minority in the country, had the third highest rate of diabetes prevalence and the third highest age-adjusted rate of diabetes-related mortality. Substantial progress in understanding diabetes disparities nationally and in many areas of the country has been made. However, little is known about diabetes and related mortality among Hispanics in Oklahoma, which is known as a Hispanic "new Settlement" state due to the relatively recent and substantial growth of this population. Methods – We used Oklahoma Behavioral and Risk Factor Surveillance Survey data (2011-2016) to calculate population estimates of diabetes prevalence and selected sociodemographic characteristics for Hispanic and Non-Hispanic adults in the state. We used Oklahoma Death Registry data to estimate diabetes-related mortality rates for Hispanic and Non-Hispanic adults for the same five-year period. We examined differences in diabetes prevalence and diabetes-related mortality across selected sociodemographic characteristics. Results – Hispanics are the largest minority group in Oklahoma. Spanish is the most common non-English language spoken in the state. Hispanics are younger, poorer, less educated and experience less access to health care compared to other populations in Oklahoma. While Hispanics had the fifth highest reported diabetes prevalence rate during the five-year period examined, they had the third highest diabetes-related mortality rate in the state. Discussion and Conclusions – There is a need for community engagement and basic and applied research to help identify and reduce diabetes disparities in the growing Hispanic population in Oklahoma.
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Affiliation(s)
- Kerstin M. Reinschmidt
- Department of Health Promotion Sciences, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Alicia L. Salvatore
- Value Institute, ChristianaCare, Previous Affiliation: Department of Health Promotion Sciences, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Li Ji
- Kapili Services, LLC – Contractor, Immunization Information Systems Support Branch (IISSB), Centers for Disease Control and Prevention, Previous Affiliation: Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Karla J. Finnell
- Department of Health Promotion Sciences, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Angel E. Giron Lopez
- Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Eric R. Bump
- Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Timothy J. Philip
- OUHSC College of Medicine, Previous Affiliation: Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center
| | - Julie A. Stoner
- Previous Affiliation: Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center
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Martinez-Donate AP, Verdecias N, Zhang X, Gonzalez-Fagoaga JE, Asadi-Gonzalez AA, Guendelman S, Amuedo-Dorantes C, Rangel MG. Health Profile and Health Care Access of Mexican Migration Flows Traversing the Northern Border of Mexico. Med Care 2020; 58:474-482. [PMID: 32028523 PMCID: PMC7155382 DOI: 10.1097/mlr.0000000000001300] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND The health of Latino migrants is most often studied with samples of immigrants settled in the United States or returned migrants in Mexico. We examine health outcomes and health care access of Mexican migrants traversing the Mexican border region to gain a better understanding of migrant health needs as they transition between migration phases. METHODS We used data from a 2013 probability survey of migrants from Northbound and Southbound migration flows in Tijuana, Mexico (N=2412). Respondents included Northbound migrants with and without US migration experience, Southbound migrants returning home from the United States or the Mexican border region, and migrants returning to Mexico via deportation. Descriptive statistics and regression models were estimated to characterize and compare their health status, behavioral health, and health care access across migration phases. RESULTS Northbound migrants with US migration experience, Southbound migrants from the United States, and deported migrants had worse levels of health insurance, health care utilization, and diabetes than Northbound migrants without US migration experience. Southbound migrants returning from the border reported worse self-rated health and deportees had higher odds of reported substance use compared with Northbound migrants without US migration experience. CONCLUSIONS Mexican migrants' health profile and health care access vary significantly across migration flows and generally are worse for migrants with US migration experience. The results add to our understanding of Mexican migrant health along the migration continuum and can inform services in sending, receiving, and intermediate communities.
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Affiliation(s)
| | - Niko Verdecias
- Dornsife School of Public Health, Drexel University, Philadelphia, PA
| | - Xiao Zhang
- Carbone Cancer Center, University of Wisconsin, Madison, WI
| | | | - Ahmed A. Asadi-Gonzalez
- School of Medicine and Psychology, Universidad Autonoma de Baja California, Tijuana, BC, Mexico
| | | | | | - Maria G. Rangel
- Border Health Commission, Mexico Section, Tijuana, BC, Mexico
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Disparities in Health Care Coverage Among U.S. Born and Mexican/Central American Born Labor Workers in the U.S. J Immigr Minor Health 2019; 21:66-72. [PMID: 29388095 DOI: 10.1007/s10903-018-0697-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
We examined health insurance coverage among U.S. and Mexican/Central American (M/CA) born labor workers living in the U.S. Using data from the 2010-2015 National Health Interview Survey, we employed logistic regression models to examine health insurance coverage and covariates among U.S. and M/CA born labor workers. Prevalence ratios between U.S. and M/CA born workers were also obtained. U.S. born workers had double the prevalence of insurance coverage. Regarding private insurance coverage, U.S. born workers had a higher prevalence of coverage compared to their M/CA born counterparts. Among foreign born workers with U.S. citizenship, the odds of having insurance coverage was greater than that of noncitizens. Additionally, those who had lived in the U.S. for 10 or more years had higher odds of having health insurance coverage. Disparities in health care coverage exist between U.S. born and foreign born labor workers.
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Oral microbiota reveals signs of acculturation in Mexican American women. PLoS One 2018; 13:e0194100. [PMID: 29694348 PMCID: PMC5918619 DOI: 10.1371/journal.pone.0194100] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 02/23/2018] [Indexed: 01/22/2023] Open
Abstract
The oral microbiome has been linked to a number of chronic inflammatory conditions, including obesity, diabetes, periodontitis, and cancers of the stomach and liver. These conditions disproportionately affect Mexican American women, yet few studies have examined the oral microbiota in this at-risk group. We characterized the 16S rDNA oral microbiome in 369 non-smoking women enrolled in the MD Anderson Mano a Mano Mexican American Cohort Study. Lower bacterial diversity, a potential indicator of oral health, was associated with increased age and length of US residency among recent immigrants. Grouping women by overarching bacterial community type (e.g., “Streptococcus,” “Fusobacterium,” and “Prevotella” clusters), we observed differences across a number of acculturation-related variables, including nativity, age at immigration, time in the US, country of longest residence, and a multi-dimensional acculturation scale. Participants in the cluster typified by higher abundance of Streptococcus spp. exhibited the lowest bacterial diversity and appeared the most acculturated as compared to women in the “Prevotella” group. Computationally-predicted functional analysis suggested the Streptococcus-dominated bacterial community had greater potential for carbohydrate metabolism while biosynthesis of essential amino acids and nitrogen metabolism prevailed among the Prevotella-high group. Findings suggest immigration and adaption to life in the US, a well-established mediator of disease risk, is associated with differences in oral microbial profiles in Mexican American women. These results warrant further investigation into the joint and modifying effects of acculturation and oral bacteria on the health of Mexican American women and other immigrant populations. The oral microbiome presents an easily accessible biomarker of disease risk, spanning biological, behavioral, and environmental factors.
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Rosenberg N, Daviglus ML, DeVon HA, Park CG, Eldeirawi K. Systemic Inflammation and Viral Exposure among Young Mexican American Women: Nativity-Related Differences. Ethn Dis 2017; 27:133-142. [PMID: 28439184 DOI: 10.18865/ed.27.2.133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Factors contributing to elevated inflammation in racial/ethnic minority populations are not well understood. We examined the association of viral exposure with C-reactive protein (CRP) in young Mexican American women. METHODS AND RESULTS Participants (N=1,141) were currently non-pregnant women of Mexican background, aged 18-39 years, from the cross-sectional National Health and Nutrition Examination Survey (NHANES) 1999-2010. Viral exposure was defined as seropositive status for hepatitis B, and herpes simplex types 1 and 2, and classified as seronegative, seropositive for any one agent, and seropositive for 2 or 3 agents. The association of viral exposure with elevated CRP (3.01-10.00 mg/L) varied by country of birth (P=.001). Among Mexico-born women, those seropositive for 2 or 3 agents had 3.79 times (95% CI: 1.28-11.27) and those seropositive for any one agent 2.56 times (95% CI: 1.12-5.86) the odds of elevated CRP compared with seronegative women, after adjustment for age, country of birth, household density, waist circumference, glycated hemoglobin, and total cholesterol. Among US-born women, the corresponding odds were OR: .32, 95% CI: .12-.86 and OR: .71, 95% CI .43-1.17. CONCLUSIONS In Mexico-born Mexican American women, viral exposure is associated with higher odds of elevated CRP.
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Affiliation(s)
- Natalya Rosenberg
- Institute for Minority Health Research, College of Medicine, University of Illinois at Chicago
| | - Martha L Daviglus
- Institute for Minority Health Research, College of Medicine, University of Illinois at Chicago
| | - Holli A DeVon
- College of Nursing, University of Illinois at Chicago
| | - Chang Gi Park
- College of Nursing, University of Illinois at Chicago
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Rosenberg N, Daviglus ML, DeVon HA, Park CG, Eldeirawi K. The Association between Parity and Inflammation among Mexican-American Women of Reproductive Age Varies by Acculturation Level: Results of the National Health and Nutrition Examination Survey (1999-2006). Womens Health Issues 2017; 27:485-492. [PMID: 28410971 DOI: 10.1016/j.whi.2017.03.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 03/01/2017] [Accepted: 03/06/2017] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Parity and acculturation are linked with cardiometabolic risk. Their joint association with cardiometabolic health among Mexican-American women is less established, even though immigrant Mexican-American women have the highest fertility rate in the United States. We examined the modifying role of acculturation on the association of parity with a cardiometabolic risk biomarker, C-reactive protein (CRP). METHODS Participants (n = 1,002) were women of Mexican background, ages 16 to 39 years, in the National Health and Nutrition Examination Survey (NHANES) from 1999 through 2006. The association between parity and elevated CRP was examined using logistic regression adjusted for age, household food security, access to health care, hemoglobin A1c, total cholesterol, high-density lipoprotein cholesterol, waist circumference, physical activity, acculturation, and a product term of parity and acculturation. Acculturation was measured on a 6-point score based on nativity status and duration of residence in the United States (0, Mexico born, U.S. resident <10 years; 1, Mexico born, U.S. resident 10-19 years; 2-Mexico born, U.S. resident ≥20 years; and 3, U.S. born), and language used at home (0, Spanish; 1, bilingual; 2, English). Scores of 0 or 1, 2 or 3, and 4 or 5 represented low, moderate, and high acculturation, respectively. RESULTS The association of parity with elevated CRP varied by acculturation level (pinteraction = 0.10). Parity was associated with elevated CRP among women with low (adjusted odds ratio [OR], 2.26; 95% CI, 1.07-4.80) and moderate acculturation (adjusted OR, 2.79; 95% CI, 1.16-6.73), compared with nulliparous women. CONCLUSIONS Higher odds of elevated CRP associated with parity in immigrant Mexican-American women of reproductive age indicate the need for greater use of maternal/women's health care services for cardiometabolic risk screening and interventions.
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Affiliation(s)
- Natalya Rosenberg
- Institute for Minority Health Research, College of Medicine, University of Illinois at Chicago, Chicago, Illinois.
| | - Martha L Daviglus
- Institute for Minority Health Research, College of Medicine, University of Illinois at Chicago, Chicago, Illinois
| | - Holli A DeVon
- College of Nursing, University of Illinois at Chicago, Chicago, Illinois
| | - Chang Gi Park
- College of Nursing, University of Illinois at Chicago, Chicago, Illinois
| | - Kamal Eldeirawi
- College of Nursing, University of Illinois at Chicago, Chicago, Illinois
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Healthy eating patterns associated with acculturation, sex and BMI among Mexican Americans. Public Health Nutr 2016; 20:1267-1278. [PMID: 28004615 DOI: 10.1017/s1368980016003311] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
OBJECTIVE Examine relationships of healthy and unhealthy dietary patterns with BMI, sex, age and acculturation among Mexican Americans. DESIGN Cross-sectional. Participants completed culturally tailored Healthy and Unhealthy Eating Indices. Multivariable mixed-effect Poisson regression models compared food pattern index scores and dietary intake of specific foods by BMI, sex, age and acculturation defined by language preference and generational status. SETTING Participants recruited from the Cameron County Hispanic Cohort study, Texas-Mexico border region, between 2008 and 2011. SUBJECTS Mexican-American males and females aged 18-97 years (n 1250). RESULTS Participants were primarily female (55·3 %), overweight or obese (85·7 %), preferred Spanish language (68·0 %) and first-generation status (60·3 %). Among first-generation participants, bilingual participants were less likely to have a healthy eating pattern than preferred Spanish-speaking participants (rate ratio (RR)=0·79, P=0·0218). This association was also found in males (RR=0·81, P=0·0098). Preferred English-speaking females were less likely to consume healthy foods than preferred Spanish-speaking females (RR=0·84, P=0·0293). Among second-generation participants, preferred English-speaking participants were more likely to report a higher unhealthy eating pattern than preferred Spanish-speaking participants (RR=1·23, P=0·0114). Higher unhealthy eating patterns were also found in females who preferred English v. females who preferred Spanish (RR=1·23, P=0·0107) or were bilingual (RR=1·26, P=0·0159). Younger, male participants were more likely to have a higher unhealthy eating pattern. BMI and diabetes status were not significantly associated with healthy or unhealthy eating patterns. CONCLUSIONS Acculturation, age, sex and education are associated with healthy and unhealthy dietary patterns. Nutrition interventions for Mexican Americans should tailor approaches by these characteristics.
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