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Samwiri Nkambule E, Msiska G. Chronic illness experience in the context of resource-limited settings: a concept analysis. Int J Qual Stud Health Well-being 2024; 19:2378912. [PMID: 39007854 PMCID: PMC11251436 DOI: 10.1080/17482631.2024.2378912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 07/08/2024] [Indexed: 07/16/2024] Open
Abstract
AIM This review describes the ways in which individuals experience chronic illnesses in resource-limited settings; to define the concept and understand its attributes, antecedents and consequences. METHODS A comprehensive analysis of the databases CINAHL, PubMed and Google Scholar was conducted. During literature search the following limits were applied: articles published in English with available full-text; articles that focused on living with chronic illness in adults from the patient's perspective. RESULTS The following three attributes of chronic illness experience were identified: transformational experience, acceptance and self-management. Prominent predisposing factors (antecedents) were: genetic inheritance, malnutrition and poverty, high levels of stress and unhealthy lifestyle. The most dominant consequences were as follows: impact on quality of life; self-management burden; burden to others and economic stressors. CONCLUSIONS The findings underscore the need for health-care professionals to understand the chronic illness experience in the context of resource-limited settings and its consequences. The greater insights into the concept of chronic illness experience in resource-limited settings will guide nurses to support people in the realities of chronic illness experience in resource-limited settings in developing countries. This knowledge can guide nurses in providing competent care to chronically ill individuals, including meeting their individual needs with such illnesses.
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Affiliation(s)
| | - Gladys Msiska
- School of Nursing, Kamuzu University of Health Sciences, Lilongwe, Malawi
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Gefter L, Morioka-Douglas N, Srivastava A, Jiang CA, Lewis M, Sanders L, Rodriguez E. Assessing health behavior change and comparing remote, hybrid and in-person implementation of a school-based health promotion and coaching program for adolescents from low-income communities. HEALTH EDUCATION RESEARCH 2024; 39:297-312. [PMID: 38687641 DOI: 10.1093/her/cyae015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 03/07/2024] [Accepted: 03/26/2024] [Indexed: 05/02/2024]
Abstract
To assess the impact of a school-based health intervention on adolescents' health knowledge, psychosocial assets and health behaviors, including comparisons of implementation mode: remote, hybrid or in-person. The Stanford Youth Diabetes Coaches Program, an 8-week, school-based health promotion and coaching skills program, was offered to adolescents (ages 14-18 years) from four low-income US communities. Mode of program implementation was remote, hybrid or in-person. Participants completed online pre- and postsurveys. Analysis included paired t-tests, linear regression and qualitative coding. From Fall 2020 to Fall 2021, 262 adolescents enrolled and 179 finished the program and completed pre- and postsurveys. Of the 179, 80% were female, with a mean age of 15.9 years; 22% were Asian; 8% were Black or African American; 25% were White; and 40% were Hispanic. About 115 participants were remote, 25 were hybrid and 39 were in-person. Across all participants, significant improvements (P < 0.01) were reported in health knowledge, psychosocial assets (self-esteem, self-efficacy and problem-solving) and health behaviors (physical activity, nutrition and stress reduction). After adjusting for sex and age, these improvements were roughly equivalent across the three modes of delivery. Participation was associated with significant improvements in adolescent health behaviors. Furthermore, remote mode of instruction was just as effective as in-person and hybrid modes.
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Affiliation(s)
- Liana Gefter
- Division of Primary Care and Population Health, Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA 94305, USA
| | - Nancy Morioka-Douglas
- Division of Primary Care and Population Health, Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA 94305, USA
| | - Ashini Srivastava
- Division of Primary Care and Population Health, Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA 94305, USA
| | - Can Angela Jiang
- Division of Primary Care and Population Health, Department of Medicine, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA 94305, USA
| | - Meredith Lewis
- UAB Medicine Huntsville, Family Medicine Center, UAB Medicine, Huntsville Regional Medical Campus, 301 Governors Dr SW, Huntsville, AL 35801, USA
| | - Lee Sanders
- Division of General Pediatrics, Department of Pediatrics, Stanford University School of Medicine, 453 Quarry Road, Stanford, CA 94305, USA
| | - Eunice Rodriguez
- Division of General Pediatrics, Department of Pediatrics, Stanford University School of Medicine, 453 Quarry Road, Stanford, CA 94305, USA
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Rasooly D, Moonesinghe R, Littrell K, Hull L, Khoury MJ. Association Between a First-Degree Family History and Self-Reported Personal History of Obesity, Diabetes, and Heart and Blood Conditions: Results From the All of Us Research Program. J Am Heart Assoc 2023; 12:e030779. [PMID: 37947093 PMCID: PMC10727309 DOI: 10.1161/jaha.123.030779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 10/11/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Family history reflects the complex interplay of genetic susceptibility and shared environmental exposures and is an important risk factor for obesity, diabetes, and heart and blood conditions (ODHB). However, the overlap in family history associations between various ODHBs has not been quantified. METHODS AND RESULTS We assessed the association between a self-reported family history of ODHBs and their risk in the adult population (age ≥20 years) of the AoU (All of Us) Research Program, a longitudinal cohort study of diverse participants across the United States. We conducted a family history-wide association study to systematically assess the association of a first-degree family history of 15 ODHBs in AoU. We performed stratified analyses based on racial and ethnic categories, education, household income and gender minority status, and quantified associations by type of affected relatives. Of 125 430 participants, 76.8% reported a first-degree family history of any ODHB, most commonly hypertension (n=64 982, 51.8%), high cholesterol (49 753, 39.7%), and heart attack (29 618, 23.6%). We use the FamWAS method to estimate 225 familial associations among 15 ODHBs. The results include overlapping associations between family history of different types of cardiometabolic conditions (such as type 2 diabetes and coronary artery disease), and their risk factors (obesity, hypertension), where adults with a family history of 1 ODHB exhibited 1.1 to 5.6 times (1.5, on average) the odds of having a different ODHB. CONCLUSIONS Our findings inform the utility of family history data as a risk assessment and screening tool for the prevention of ODHBs and to provide additional insights into shared risk factors and pathogenic mechanisms.
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Affiliation(s)
- Danielle Rasooly
- Division of Blood Disorders and Public Health GenomicsNational Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and PreventionAtlantaGAUSA
| | - Ramal Moonesinghe
- Division of Blood Disorders and Public Health GenomicsNational Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and PreventionAtlantaGAUSA
| | - Kevin Littrell
- Division of Blood Disorders and Public Health GenomicsNational Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and PreventionAtlantaGAUSA
| | - Leland Hull
- Division of General Internal Medicine, Massachusetts General HospitalBostonMAUSA
- Department of MedicineHarvard Medical SchoolBostonMAUSA
| | - Muin J. Khoury
- Division of Blood Disorders and Public Health GenomicsNational Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and PreventionAtlantaGAUSA
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Rasooly D, Yang Q, Moonesinghe R, Khoury MJ, Patel CJ. The Joint Public Health Impact of Family History of Diabetes and Cardiovascular Disease among Adults in the United States: A Population-Based Study. Public Health Genomics 2022; 25:1-12. [PMID: 36202082 PMCID: PMC10076442 DOI: 10.1159/000526242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 07/27/2022] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Family history is an established risk factor for both cardiovascular disease (CVD) and diabetes; however, no study has presented population-based prevalence estimates of family histories of CVD and diabetes and examined their joint impact on prevalence of diabetes, CVD, cardiometabolic risk factors, and mortality risk. METHODS We analyzed data from a representative sample of the US adult population including 29,440 participants from the National Health and Nutrition Examination Survey (2007-2018) and assessed self-reported first-degree family history of diabetes and CVD (premature heart disease before age of 50 years) as well as meeting criteria and/or having risk factors for CVD and diabetes. RESULTS Participants with joint family history exhibit 6.5 greater odds for having both diseases and are diagnosed with diabetes 6.6 years earlier than participants without family history. Healthy participants without prevalent CVD or diabetes but with joint family history exhibit a greater prevalence of diabetes risk factors compared to no family history counterparts. Joint family history is associated with an increase in all-cause mortality, but with no interactive effect. CONCLUSION Over 44% of the US adult population has a family history of CVD and/or diabetes that is comparable in risk to common cardiometabolic risk factors. This wide presence of high-risk family history and its simplicity of ascertainment suggests that clinical and public health efforts should collect and act on joint family history of CVD and diabetes to improve population efforts in the prevention and early detection of these common chronic diseases.
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Affiliation(s)
- Danielle Rasooly
- Office of Genomics and Precision Public Health, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Quanhe Yang
- Division for Heart Disease and Stroke Prevention, NCCDPHP, Centers for Disease Control and Prevention Atlanta, GA 30329, USA
| | - Ramal Moonesinghe
- Office of Genomics and Precision Public Health, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Muin J. Khoury
- Office of Genomics and Precision Public Health, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Chirag J Patel
- Department of Biomedical Informatics, Harvard Medical School, 10 Shattuck St., Boston, MA 02115, USA
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Wang Y, Guo D, Chen X, Wang S, Hu J, Liu X. Trends in asthma among adults in the United States, National Health and Nutrition Examination Survey 2005 to 2018. Ann Allergy Asthma Immunol 2022; 129:71-78.e2. [PMID: 35257870 DOI: 10.1016/j.anai.2022.02.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 02/19/2022] [Accepted: 02/22/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Asthma is a common chronic disease in American adults. The prevalence of asthma has varied over time, but there are few studies on the long-term trend of asthma in American adults. OBJECTIVE To describe the prevalence and trend of asthma in American adults from 2005 to 2018 and analyze the risk factors for asthma. METHODS Data collection was performed from National Health and Nutrition Examination Survey 2005 to 2018. The unweighted number and weighted percentages of normal participants and patients with asthma and the trends of asthma were calculated. Weighted univariate logistic regression was used to analyze the risk factors for asthma. RESULTS A total of 39,601 adults were included in this study. From 2005 to 2018, the overall prevalence of asthma in American adults was 8.41%, whereas that in young, middle-aged, and elderly adults was 8.30%, 8.70%, and 7.92%, respectively. The estimated prevalence of asthma in the overall adults and young adults increased with time (P for trend = .03, difference = 0.023 and P for trend = .007, difference = 0.060, respectively), and the estimated prevalence of middle-aged and elderly adults remained stable with time (P for trend = .33, difference = 0.015 and P for trend = .80, difference = -0.024, respectively). CONCLUSION Asthma in American adults was on the rise. Female sex, non-Hispanic Blacks, individuals with low annual household income, active smokers, obese patients, patients with hypertension, patients with diabetes, and individuals with positive asthma family history were associated with a higher risk for developing asthma.
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Affiliation(s)
- Yashan Wang
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China
| | - Dingjie Guo
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China
| | - Xiaofei Chen
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China
| | - Song Wang
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China
| | - Jiayi Hu
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China
| | - Xin Liu
- Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, PR China.
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Feitosa MF, Kuipers AL, Wojczynski MK, Wang L, Barinas-Mitchell E, Kulminski AM, Thyagarajan B, Lee JH, Perls T, Christensen K, Newman AB, Zmuda JM, Province MA. Heterogeneity of the Predictive Polygenic Risk Scores for Coronary Heart Disease Age-at-Onset in Three Different Coronary Heart Disease Family-Based Ascertainments. CIRCULATION-GENOMIC AND PRECISION MEDICINE 2021; 14:e003201. [PMID: 33844929 DOI: 10.1161/circgen.120.003201] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Polygenic risk scores (PRS) for coronary heart disease (CHD) may contribute to assess the overall risk of CHD. We evaluated how PRS may influence CHD risk when the distribution of age-at-onset, sex, and family health history differ significantly. METHODS Our study included 3 family-based ascertainments: LLFS (Long Life Family Study, NIndividuals=4572), which represents a low CHD risk, and Family Heart Study, which consists of randomly selected families (FamHS-random, NIndividuals=1806), and high CHD risk families (FamHS-high risk, NIndividuals=2301). We examined the effects of PRS, sex, family ascertainment, PRS interaction with sex (PRS*sex) and with family ascertainment (PRS*LLFS and PRS*FamHS-high risk) on CHD, corrected for traditional cardiovascular risk factors using Cox proportional hazard regression models. RESULTS Healthy-aging LLFS presented ≈17 years delayed for CHD age-at-onset compared with FamHS-high risk (P<1.0×10-4). Sex-specific association (P<1.0×10-17) and PRS*sex (P=2.7×10-3) predicted prevalent CHD. CHD age-at-onset was associated with PRS (hazard ratio [HR], 1.57; P=1.3×10-5), LLFS (HR, 0.54; P=2.6×10-5), and FamHS-high risk (HR, 2.86; P=6.70x10-15) in men, and with PRS (HR, 1.76; P=7.70×10-3), FamHS-high risk (HR, 4.88; P=8.70×10-10), and PRS×FamHS-high risk (HR, 0.61; P=3.60×10-2) in women. In the PRS extreme quartile distributions, CHD age-at-onset was associated (P<0.05) with PRS, FamHS-high risk, and PRS interactions with both low and high CHD risk families for women. For men, the PRS quartile results remained similar to the whole distribution. CONCLUSIONS Differences in CHD family-based ascertainments show evidence of PRS interacting with sex to predict CHD risk. In women, CHD age-at-onset was associated with PRS, CHD family history, and interactions of PRS with family history. In men, PRS and CHD family history were the major effects on the CHD age-at-onset. Understanding the heterogeneity of risks associated with CHD end points at both the personal and familial levels may shed light on the underlying genetic effects influencing CHD and lead to more personalized risk prediction.
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Affiliation(s)
- Mary F Feitosa
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO (M.F.F., M.K.W., L.W., M.A.P.)
| | - Allison L Kuipers
- Department of Epidemiology (A.L.K., E.B.-M., A.B.N., J.M.Z.), University of Pittsburgh, PA
| | - Mary K Wojczynski
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO (M.F.F., M.K.W., L.W., M.A.P.)
| | - Lihua Wang
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO (M.F.F., M.K.W., L.W., M.A.P.)
| | - Emma Barinas-Mitchell
- Department of Epidemiology (A.L.K., E.B.-M., A.B.N., J.M.Z.), University of Pittsburgh, PA
| | - Alexander M Kulminski
- Biodemography of Aging Research Unit, Social Science Research Institute, Duke University, Durham, NC (A.M.K.)
| | - Bharat Thyagarajan
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis (B.T.)
| | - Joseph H Lee
- Sergievsky Center, Taub Institute, Department of Epidemiology and Department of Neurology, Columbia University, NY (J.H.L.)
| | - Thomas Perls
- Department of Medicine, Boston University School of Medicine, MA (T.P.)
| | - Kaare Christensen
- Danish Aging Research Center, University of Southern Denmark, Odense C (K.C.)
| | - Anne B Newman
- Department of Epidemiology (A.L.K., E.B.-M., A.B.N., J.M.Z.), University of Pittsburgh, PA
| | - Joseph M Zmuda
- Department of Epidemiology (A.L.K., E.B.-M., A.B.N., J.M.Z.), University of Pittsburgh, PA.,Department of Human Genetics (J.M.Z.), University of Pittsburgh, PA
| | - Michael A Province
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO (M.F.F., M.K.W., L.W., M.A.P.)
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Factors Associated with Health-Related Quality of Life among Government Employees in Putrajaya, Malaysia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18052626. [PMID: 33807907 PMCID: PMC7967339 DOI: 10.3390/ijerph18052626] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 02/25/2021] [Accepted: 03/01/2021] [Indexed: 12/29/2022]
Abstract
The current rapid growth of the economy has necessitated an assessment of health-related quality of life (HRQOL) and its associated factors among employees. Unfortunately, there are still limited data available in this area among the Malaysian working population in government sectors. The aim of this study was to evaluate the factors associated with HRQOL among government employees in Putrajaya, Malaysia. This cross-sectional study recruited 460 eligible government employees who worked in the area of Putrajaya through simple random sampling. The self-administered questionnaire was distributed to these participants to collect information on the SF-36 profile of scores, sociodemographic factors, lifestyle factors, and medical history. The results of this study signify that most of the participants were identified as having good HRQOL with the mean score of overall HRQOL was 72.42 ± 14.99. Multivariate analysis showed that being younger, receiving a better monthly personal income, a smaller household number, performing more physical activity, not having any chronic disease, and not using any long-term medication were significantly positively associated with overall HRQOL. The participants who did not have a family history of chronic disease were reported to be significantly associated with better mental component summary (MCS). Further, males were significantly positively associated with bodily pain (BP) and general health (GH) only, whereas better occupational status was limited to social functioning (SF). In conclusion, the results of this study provide motivation for future research and initiatives for improving the physical, emotional, and social well-being of government employees.
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Mentis AFA, Dardiotis E, Efthymiou V, Chrousos GP. Non-genetic risk and protective factors and biomarkers for neurological disorders: a meta-umbrella systematic review of umbrella reviews. BMC Med 2021; 19:6. [PMID: 33435977 PMCID: PMC7805241 DOI: 10.1186/s12916-020-01873-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 11/26/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The etiologies of chronic neurological diseases, which heavily contribute to global disease burden, remain far from elucidated. Despite available umbrella reviews on single contributing factors or diseases, no study has systematically captured non-purely genetic risk and/or protective factors for chronic neurological diseases. METHODS We performed a systematic analysis of umbrella reviews (meta-umbrella) published until September 20th, 2018, using broad search terms in MEDLINE, SCOPUS, Web of Science, Cochrane Database of Systematic Reviews, Cumulative Index to Nursing and Allied Health Literature, ProQuest Dissertations & Theses, JBI Database of Systematic Reviews and Implementation Reports, DARE, and PROSPERO. The PRISMA guidelines were followed for this study. Reference lists of the identified umbrella reviews were also screened, and the methodological details were assessed using the AMSTAR tool. For each non-purely genetic factor association, random effects summary effect size, 95% confidence and prediction intervals, and significance and heterogeneity levels facilitated the assessment of the credibility of the epidemiological evidence identified. RESULTS We identified 2797 potentially relevant reviews, and 14 umbrella reviews (203 unique meta-analyses) were eligible. The median number of primary studies per meta-analysis was 7 (interquartile range (IQR) 7) and that of participants was 8873 (IQR 36,394). The search yielded 115 distinctly named non-genetic risk and protective factors with a significant association, with various strengths of evidence. Mediterranean diet was associated with lower risk of dementia, Alzheimer disease (AD), cognitive impairment, stroke, and neurodegenerative diseases in general. In Parkinson disease (PD) and AD/dementia, coffee consumption, and physical activity were protective factors. Low serum uric acid levels were associated with increased risk of PD. Smoking was associated with elevated risk of multiple sclerosis and dementia but lower risk of PD, while hypertension was associated with lower risk of PD but higher risk of dementia. Chronic occupational exposure to lead was associated with higher risk of amyotrophic lateral sclerosis. Late-life depression was associated with higher risk of AD and any form of dementia. CONCLUSIONS We identified several non-genetic risk and protective factors for various neurological diseases relevant to preventive clinical neurology, health policy, and lifestyle counseling. Our findings could offer new perspectives in secondary research (meta-research).
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Affiliation(s)
- Alexios-Fotios A Mentis
- Public Health Laboratories, Hellenic Pasteur Institute, Athens, Greece; and, Department of Neurology, University Hospital of Larissa, University of Thessaly, Larissa, Greece.
| | - Efthimios Dardiotis
- Department of Neurology, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Vasiliki Efthymiou
- University Research Institute of Maternal and Child Health and Precision Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - George P Chrousos
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Athens, Greece
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Denos M, Mai XM, Åsvold BO, Sørgjerd EP, Chen Y, Sun YQ. Vitamin D status and risk of type 2 diabetes in the Norwegian HUNT cohort study: does family history or genetic predisposition modify the association? BMJ Open Diabetes Res Care 2021; 9:9/1/e001948. [PMID: 33402338 PMCID: PMC7786796 DOI: 10.1136/bmjdrc-2020-001948] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/19/2020] [Accepted: 12/14/2020] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION We sought to investigate the relationship between serum 25-hydroxyvitamin D (25(OH)D) level and the risk of type 2 diabetes mellitus (T2DM) in adults who participated in the Trøndelag Health Study (HUNT), and the possible effect modification by family history and genetic predisposition. RESEARCH DESIGN AND METHODS This prospective study included 3574 diabetes-free adults at baseline who participated in the HUNT2 (1995-1997) and HUNT3 (2006-2008) surveys. Serum 25(OH)D levels were determined at baseline and classified as <50 and ≥50 nmol/L. Family history of diabetes was defined as self-reported diabetes among parents and siblings. A Polygenic Risk Score (PRS) for T2DM based on 166 single-nucleotide polymorphisms was generated. Incident T2DM was defined by self-report and/or non-fasting glucose levels greater than 11 mmol/L and serum glutamic acid decarboxylase antibody level of <0.08 antibody index at the follow-up. Multivariable logistic regression models were applied to calculate adjusted ORs with 95% CIs. Effect modification by family history or PRS was assessed by likelihood ratio test (LRT). RESULTS Over 11 years of follow-up, 92 (2.6%) participants developed T2DM. A higher risk of incident T2DM was observed in participants with serum 25(OH)D level of<50 nmol/L compared with those of ≥50 nmol/L (OR 1.72, 95% CI 1.03 to 2.86). Level of 25(OH)D<50 nmol/L was associated with an increased risk of T2DM in adults without family history of diabetes (OR 3.87, 95% CI 1.62 to 9.24) but not in those with a family history (OR 0.72, 95% CI 0.32 to 1.62, p value for LRT=0.003). There was no effect modification by PRS (p value for LRT>0.23). CONCLUSION Serum 25(OH)D<50 nmol/L was associated with an increased risk of T2DM in Norwegian adults. The inverse association was modified by family history of diabetes but not by genetic predisposition to T2DM.
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Affiliation(s)
- Marion Denos
- Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Xiao-Mei Mai
- Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Bjørn Olav Åsvold
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Endocrinology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Elin Pettersen Sørgjerd
- HUNT Research Centre, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
| | - Yue Chen
- School of Epidemiology and Public Health, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Yi-Qian Sun
- Department of Clinical and Molecular Medicine, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Pathology, Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Center for Oral Health Services and Research Mid-Norway (TkMidt), Trondheim, Norway
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