1
|
Chen JL, Lin CX, Park M, Nutor JJ, de Lisser R, Hoffmann TJ, Kim HJ. Rapid response nursing triage outcomes for COVID-19: factors associated with patient's participation in triage recommendations. BMC Med Inform Decis Mak 2023; 23:47. [PMID: 36890538 PMCID: PMC9994385 DOI: 10.1186/s12911-023-02139-x] [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: 09/12/2022] [Accepted: 02/21/2023] [Indexed: 03/10/2023] Open
Abstract
BACKGROUND COVID-19 is an ongoing global health crisis with prevention and treatment recommendations rapidly changing. Rapid response telephone triage and advice services are critical in providing timely care during pandemics. Understanding patient participation with triage recommendations and factors associated with patient participation can assist in developing sensitive and timely interventions for receiving the treatment to prevent adverse health effects of COVID-19. METHODS This cohort study aimed to assess patient participation (percentage of patients who followed nursing triage suggestions from the COVID hotline) and identify factors associated with patient participation in four quarterly electronic health records from March 2020 to March 2021 (Phase 1: 14 March 2020-6 June 2020; Phase 2: 17 June 2020-16 September 2020; Phase 3: 17 September 2020-16 December 2020; Phase 4: 17 December 2020-16 March 2021). All callers who provided their symptoms (including asymptomatic with exposure to COVID) and received nursing triage were included in the study. Factors associated with patient participation were identified using multivariable logistic regression analyses, including demographic variables, comorbidity variables, health behaviors, and COVID-19-related symptoms. RESULTS The aggregated data included 9849 encounters/calls from 9021 unique participants. Results indicated: (1) 72.5% of patient participation rate; (2) participants advised to seek emergency department care had the lowest patient participation rate (43.4%); (3) patient participation was associated with older age, a lower comorbidity index, a lack of unexplained muscle aches, and respiratory symptoms. The absence of respiratory symptoms was the only factor significantly associated with patient participation in all four phases (OR = 0.75, 0.60, 0.64, 0.52, respectively). Older age was associated with higher patient participation in three out of four phases (OR = 1.01-1.02), and a lower Charlson comorbidity index was associated with higher patient participation in phase 3 and phase 4 (OR = 0.83, 0.88). CONCLUSION Public participation in nursing triage during the COVID pandemic requires attention. This study supports using a nurse-led telehealth intervention and reveals crucial factors associated with patient participation. It highlighted the importance of timely follow-up in high-risk groups and the benefit of a telehealth intervention led by nurses serving as healthcare navigators during the COVID-19 pandemic.
Collapse
Affiliation(s)
- Jyu-Lin Chen
- grid.266102.10000 0001 2297 6811Department of Family Health Care Nursing, University of California, San Francisco, 2 Koret Way, San Francisco, CA 94143-0606 USA
| | - Chen-Xi Lin
- grid.266102.10000 0001 2297 6811Department of Family Health Care Nursing, University of California, San Francisco, 2 Koret Way, San Francisco, CA 94143-0606 USA
| | - Mijung Park
- grid.266102.10000 0001 2297 6811Department of Family Health Care Nursing, University of California, San Francisco, 2 Koret Way, San Francisco, CA 94143-0606 USA
| | - Jerry John Nutor
- grid.266102.10000 0001 2297 6811Department of Family Health Care Nursing, University of California, San Francisco, 2 Koret Way, San Francisco, CA 94143-0606 USA
| | - Rosalind de Lisser
- grid.27860.3b0000 0004 1936 9684Davis Betty Irene Moore Hall, School of Nursing, University of California, 2570 48th St., Sacramento, CA 95817 USA
| | - Thomas J. Hoffmann
- grid.266102.10000 0001 2297 6811Department of Epidemiology and Biostatistics, University of California, San Francisco, 513 Parnassus Ave, MSB, San Francisco, CA 94117 USA
| | - Hannah J. Kim
- grid.280062.e0000 0000 9957 7758Kaiser Permanente Division of Research, 2000 Broadway, Oakland, CA 94612 USA
| |
Collapse
|
2
|
Chen HH, Petty LE, North KE, McCormick JB, Fisher-Hoch SP, Gamazon ER, Below JE. OUP accepted manuscript. Hum Mol Genet 2022; 31:3191-3205. [PMID: 35157052 PMCID: PMC9476627 DOI: 10.1093/hmg/ddac039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 11/17/2022] Open
Abstract
Type 2 diabetes is a complex, systemic disease affected by both genetic and environmental factors. Previous research has identified genetic variants associated with type 2 diabetes risk; however, gene regulatory changes underlying progression to metabolic dysfunction are still largely unknown. We investigated RNA expression changes that occur during diabetes progression using a two-stage approach. In our discovery stage, we compared changes in gene expression using two longitudinally collected blood samples from subjects whose fasting blood glucose transitioned to a level consistent with type 2 diabetes diagnosis between the time points against those who did not with a novel analytical network approach. Our network methodology identified 17 networks, one of which was significantly associated with transition status. This 822-gene network harbors many genes novel to the type 2 diabetes literature but is also significantly enriched for genes previously associated with type 2 diabetes. In the validation stage, we queried associations of genetically determined expression with diabetes-related traits in a large biobank with linked electronic health records. We observed a significant enrichment of genes in our identified network whose genetically determined expression is associated with type 2 diabetes and other metabolic traits and validated 31 genes that are not near previously reported type 2 diabetes loci. Finally, we provide additional functional support, which suggests that the genes in this network are regulated by enhancers that operate in human pancreatic islet cells. We present an innovative and systematic approach that identified and validated key gene expression changes associated with type 2 diabetes transition status and demonstrated their translational relevance in a large clinical resource.
Collapse
Affiliation(s)
- Hung-Hsin Chen
- Vanderbilt Genetics Institute and Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Lauren E Petty
- Vanderbilt Genetics Institute and Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Kari E North
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Joseph B McCormick
- The University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Brownsville, TX 78520, USA
| | - Susan P Fisher-Hoch
- The University of Texas Health Science Center at Houston (UTHealth) School of Public Health, Brownsville, TX 78520, USA
| | - Eric R Gamazon
- Vanderbilt Genetics Institute and Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Clare Hall, University of Cambridge, Cambridgeshire, UK
| | - Jennifer E Below
- To whom correspondence should be addressed. Tel: +1-615-343-1655;
| |
Collapse
|
3
|
Golabi S, Ajloo S, Maghsoudi F, Adelipour M, Naghashpour M. Associations between traditional and non-traditional anthropometric indices and cardiometabolic risk factors among inpatients with type 2 diabetes mellitus: a cross-sectional study. J Int Med Res 2021; 49:3000605211049960. [PMID: 34657502 PMCID: PMC8524710 DOI: 10.1177/03000605211049960] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Objective We aimed to evaluate whether traditional and non-traditional adiposity indicators are associated with cardiometabolic risk factors among adult patients with type 2 diabetes mellitus (DM). Methods In this cross-sectional study among 240 inpatients with type 2 DM, we determined traditional anthropometric indicators including body mass index, waist circumference, hip circumference (HC), waist-to-hip ratio (WHR), waist-to-height ratio, and non-traditional anthropometric indicators including lipid accumulation product (LAP), visceral adiposity index (VAI), deep abdominal adipose tissue (DAAT), and Després indices. Lipid profile, fasting blood glucose, glycated hemoglobin (HbA1c), systolic blood pressure (SBP), and diastolic blood pressure (DBP) were measured to evaluate cardiometabolic parameters. Results In overweight patients, DAAT was positively correlated with total triglycerides. LAP was negatively correlated with serum HDL-C levels. WHR and DAAT were associated with total triglycerides, HbA1c, total cholesterol, total cholesterol/HDL-C, and total triglycerides/HDL-C, after adjustment for age and duration of disease. VAI, DAAT, LAP, and Després index were significant determinants of lipid profile and SBP. Conclusion Traditional and non-traditional anthropometric indices are associated with cardiometabolic risk factors in patients with type 2 DM.
Collapse
Affiliation(s)
- Sahar Golabi
- Abadan University of Medical Sciences, Abadan, Khuzestan, Iran
| | - Sajad Ajloo
- Abadan University of Medical Sciences, Abadan, Khuzestan, Iran
| | | | - Maryam Adelipour
- Department of Clinical Biochemistry, School of Medicine, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Khuzestan, Iran
| | | |
Collapse
|
4
|
Rohner M, Heiz R, Feldhaus S, Bornstein SR. Hepatic-Metabolite-Based Intermittent Fasting Enables a Sustained Reduction in Insulin Resistance in Type 2 Diabetes and Metabolic Syndrome. Horm Metab Res 2021; 53:529-540. [PMID: 34192792 PMCID: PMC8360708 DOI: 10.1055/a-1510-8896] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 05/12/2021] [Indexed: 11/03/2022]
Abstract
Insulin resistance is the hallmark of Type 2 Diabetes and is still an unmet medical need. Insulin resistance lies at the crossroads of non-alcoholic fatty liver disease, obesity, weight loss and exercise resistance, heart disease, stroke, depression, and brain health. Insulin resistance is purely nutrition related, with a typical molecular disease food intake pattern. The insulin resistant state is accessible by TyG as the appropriate surrogate marker, which is found to lead the personalized molecular hepatic nutrition system for highly efficient insulin resistance remission. Treating insulin resistance with a molecular nutrition-centered approach shifts the treatment paradigm of Type 2 Diabetes from management to cure. This allows remission within five months, with a high efficiency rate of 85%. With molecular intermittent fasting a very efficient treatment for prediabetes and metabolic syndrome is possible, improving the non-alcoholic fatty liver disease (NAFL) state and enabling the body to lose weight in a sustainable manner.
Collapse
Affiliation(s)
| | - Robert Heiz
- Zentrum für Komplementärmedizin AG, Uster,
Switzerland
| | | | | |
Collapse
|
5
|
Funk MD, Lee M, Vidoni ML, Reininger BM. Weight loss and weight gain among participants in a community-based weight loss Challenge. BMC OBESITY 2019; 6:2. [PMID: 30788132 PMCID: PMC6318905 DOI: 10.1186/s40608-018-0225-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 12/26/2018] [Indexed: 11/14/2022]
Abstract
Background To describe the characteristics of participants who registered for multiple annual offerings of a community-based weight loss program called The Challenge, and to determine participant characteristics associated with weight change over multiple offerings of The Challenge occurring during the years 2010–2016. Methods Multivariable linear mixed effects analyses were conducted to describe percent weight change within and between offerings of The Challenge by participant characteristics. Results There were 669 and 575 participants included in the within and between analyses, respectively, for offerings of The Challenge. Among the 434 participants who lost weight in their first attempt at The Challenge and completed the initial weigh-in for a subsequent offering of The Challenge, 22.4% maintained their weight loss or had greater weight loss by the next Challenge, 40.3% gained back some weight, and 37.3% gained back all or more of the weight they lost during their first Challenge. Men had a significantly greater percent weight loss compared to women in their first and second Challenge and men were more likely to gain weight between Challenges. Participants who returned to more Challenges had a greater accumulated percent weight loss compared to those who returned to fewer Challenges. Conclusions The current weight loss Challenge appears to contribute to helping a percentage of participants lose weight and maintain some or all of the weight loss.
Collapse
Affiliation(s)
- Merrill D Funk
- 1Department of Health and Human Performance, The University of Texas Rio Grande Valley, Brownsville, TX USA.,2Department of Kinesiology and Outdoor Recreation, Southern Utah University, 351 W. University Blvd, Cedar City, UT 84720 USA
| | - MinJae Lee
- 3McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX USA
| | - Michelle L Vidoni
- 4The University of Texas School of Public Health, Health Science Center at Houston, Houston, TX USA
| | - Belinda M Reininger
- 5The University of Texas School of Public Health, Health Science Center at Houston, Brownsville Regional Campus, Brownsville, TX USA
| |
Collapse
|
6
|
Wang G, Radovick S, Xu X, Xing H, Tang G, Bartell TR, Wang B, Wang X. Strategy for early identification of prediabetes in lean populations: New insight from a prospective Chinese twin cohort of children and young adults. Diabetes Res Clin Pract 2018; 146:101-110. [PMID: 30312713 DOI: 10.1016/j.diabres.2018.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 09/16/2018] [Accepted: 10/02/2018] [Indexed: 12/29/2022]
Abstract
AIMS To identify certain subgroups in young and lean populations, who may be at a high risk of developing prediabetes/diabetes, which is not captured by current BMI-based screening algorithms. METHODS Incidence of prediabetes/diabetes was assessed using oral glucose tolerance tests among 1859 children and 1073 young adults from a prospective Chinese twin cohort. RESULTS Over a 6-year follow-up, 507 (27.3%) children and 293 (27.3%) adults developed prediabetes/diabetes. Of the 800 incidents, 737(92.1%) and 644(80.5%) were lean at baseline and follow-up, respectively. Baseline fasting glucose in the top tertile of the normal range was associated with an increased risk of prediabetes/diabetes: odds ratio, 1.85 (95% CI 1.32-2.59) and 3.29 (95%CI 2.10-5.17) among normal weight and underweight children, respectively, and 2.74 (95% CI 1.78-4.23) and 3.08 (95% CI 1.69-5.58) among normal weight and overweight/obese adults, respectively, compared with the low tertile of fasting glucose. CONCLUSIONS We showed that majority incident cases of prediabetes/diabetes were not overweight/obese (at baseline), who would have been missed by traditional screening algorithm emphasizing overweight/obesity. Our findings revealed that an upper end of normal fasting glucose was a simple and robust predictor of future higher risk of prediabetes/diabetes in this young and lean population.
Collapse
Affiliation(s)
- Guoying Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Sally Radovick
- Department of Pediatrics, The Child Health Institute of NJ, Robert Wood Johnson Medical School, Rutgers University, NJ, USA
| | - Xiping Xu
- Biomedical Research Institute, Anhui Medical University, Hefei, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Laboratory for Food Quality and Safety, and Key Laboratory for Functional Dairy, College of Food Science & Nutritional Engineering, China Agricultural University, Beijing, China
| | - Houxun Xing
- Biomedical Research Institute, Anhui Medical University, Hefei, China
| | - Genfu Tang
- Biomedical Research Institute, Anhui Medical University, Hefei, China
| | - Tami R Bartell
- Stanley Manne Children's Research Institute, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Binyan Wang
- Biomedical Research Institute, Anhui Medical University, Hefei, China.
| | - Xiaobin Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of Disease, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Division of General Pediatrics & Adolescent Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
7
|
Watt GP, Fisher-Hoch SP, Rahbar MH, McCormick JB, Lee M, Choh AC, Thanikachalam S, Thanikachalam M. Mexican American and South Asian population-based cohorts reveal high prevalence of type 2 diabetes and crucial differences in metabolic phenotypes. BMJ Open Diabetes Res Care 2018; 6:e000436. [PMID: 29607048 PMCID: PMC5873536 DOI: 10.1136/bmjdrc-2017-000436] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 02/13/2018] [Accepted: 02/20/2018] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE Prevalence of type 2 diabetes varies by region and ancestry. However, most guidelines for the prevention of diabetes mellitus (DM) are based on European or non-Hispanic white populations. Two ethnic minority populations-Mexican Americans (MAs) in Texas, USA, and South Indians (SIs) in Tamil Nadu, India-have an increasing prevalence of DM. We aimed to understand the metabolic correlates of DM in these populations to improve risk stratification and DM prevention. RESEARCH DESIGN AND METHODS The Cameron County Hispanic Cohort (CCHC; n=3023) served as the MA sample, and the Population Study of Urban, Rural, and Semi-Urban Regions for the Detection of Endovascular Disease (PURSE; n=8080) served as the SI sample. Using design-based methods, we calculated the prevalence of DM and metabolic comorbidities in each cohort. We determined the association of DM with metabolic phenotypes to evaluate the relative contributions of obesity and metabolic health to the prevalence of DM. RESULTS In the CCHC (overall DM prevalence 26.2%), good metabolic health was associated with lower prevalence of DM, across age groups, regardless of obesity. In PURSE (overall prevalence 27.6%), probability of DM was not strongly associated with metabolic phenotypes, although DM prevalence was high in older age groups irrespective of metabolic health. CONCLUSION Our study provides robust, population-based data to estimate the prevalence of DM and its associations with metabolic health. Our results demonstrate differences in metabolic phenotypes in DM, which should inform DM prevention guidelines in non-European populations.
Collapse
Affiliation(s)
- Gordon P Watt
- Brownsville Regional Campus, The University of Texas Health Science Center at Houston School of Public Health, Brownsville, Texas, USA
| | - Susan P Fisher-Hoch
- Brownsville Regional Campus, The University of Texas Health Science Center at Houston School of Public Health, Brownsville, Texas, USA
| | - Mohammad H Rahbar
- Division of Epidemiology, The University of Texas Health Science Center at Houston School of Public Health, Houston, Texas, USA
| | - Joseph B McCormick
- Brownsville Regional Campus, The University of Texas Health Science Center at Houston School of Public Health, Brownsville, Texas, USA
| | - Miryoung Lee
- Brownsville Regional Campus, The University of Texas Health Science Center at Houston School of Public Health, Brownsville, Texas, USA
| | - Audrey C Choh
- Brownsville Regional Campus, The University of Texas Health Science Center at Houston School of Public Health, Brownsville, Texas, USA
| | | | - Mohan Thanikachalam
- Public Health and Community Medicine, Tufts University School of Medicine, Boston, Massachusetts, USA
| |
Collapse
|
8
|
Lin H, Zhang L, Zheng R, Zheng Y. The prevalence, metabolic risk and effects of lifestyle intervention for metabolically healthy obesity: a systematic review and meta-analysis: A PRISMA-compliant article. Medicine (Baltimore) 2017; 96:e8838. [PMID: 29381992 PMCID: PMC5708991 DOI: 10.1097/md.0000000000008838] [Citation(s) in RCA: 101] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND We conducted a systematic review and meta-analysis to firstly obtain a reliable estimation of the prevalence of metabolically healthy obese (MHO) individuals in obesity, then assessed the risk of developing metabolic abnormalities (MA) among MHO individuals. At last, we evaluated the effects of traditional lifestyle interventions on metabolic level for MHO subjects. METHODS A systematic review and meta-analysis (PRISMA) guideline were conducted, and original studies were searched up to December 31, 2016. The prevalence of MHO in obesity from each study was pooled using random effects models. The relative risks (RRs) were pooled to determine the risk of developing MA for MHO compared with metabolically healthy normal-weight (MHNW) subjects. For the meta-analysis of intervention studies, the mean difference and standardized mean differences were both estimated for each metabolic parameter within each study, and then pooled using a random-effects model. RESULTS Overall, 40 population-based studies reported the prevalence of MHO in obesity, 12 cohort studies and 7 intervention studies were included in the meta-analysis. About 35.0% obese individuals were metabolically healthy in the obese subjects. There were dramatic differences in the prevalence among different areas. However, 0.49 (95% confidence intervals [CI]: 0.38 to 0.60) of the MHO individuals would develop one or more MA within 10 years. Compared with MHNW subjects, the MHO subjects presented higher risk of incident MA (pooled RR = 1.80, 95%CI: 1.53-2.11). Following intervention, there was certain and significant improvement of metabolic state for metabolically abnormal obesity (MAO) subjects. Only diastolic blood pressure had reduced for MHO individuals after intervention. CONCLUSIONS Almost one-third of the obese individuals are in metabolic health. However, they are still at higher risk of advancing to unhealthy state. Therefore, it is still needed to advise MHO individuals to maintain or adopt a healthy lifestyle, so as to counterbalance the adverse effects of obesity.
Collapse
Affiliation(s)
| | - Liqun Zhang
- Department of Intensive Care Unit, Zhejiang Putuo Hospital, Zhoushan
| | - Ruizhi Zheng
- Department of Epidemiology and Statistic, Zhejiang University, Hangzhou, Zhejiang
| | - Yishan Zheng
- Department of Intensive Care Unit, The Second Hospital of Nanjing. Teaching Hospital of Medical School of Nanjing University, Nanjing, Jiangsu, China
| |
Collapse
|
9
|
Wu S, McCormick JB, Curran JE, Fisher-Hoch SP. Transition from pre-diabetes to diabetes and predictors of risk in Mexican-Americans. Diabetes Metab Syndr Obes 2017; 10:491-503. [PMID: 29255369 PMCID: PMC5723109 DOI: 10.2147/dmso.s136368] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND No studies have examined risk factors for the transition from pre-diabetes to diabetes in populations with widespread obesity and diabetes. We determined proximal changes and factors affecting the transition among Mexican-Americans with pre-diabetes. METHODS Participants with pre-diabetes (n=285) were recruited from our randomly sampled population-based Cameron County Hispanic Cohort. These participants were followed for an average of 27 months with repeat examination every 3 to 4 months. Metabolic health was defined as having less than 2 metabolic abnormalities (e.g., hypertension, elevated low-density lipoprotein, etc). Diabetes was identified as fasting blood glucose ≥126 mg/dL, glycated hemoglobin ≥6.5% and/or on hypoglycemic medication. RESULTS Ninety-six of 285 (33.7%) participants transitioned to overt diabetes. The increased risk of diabetes in the metabolically unhealthy varying with follow-up time was 81% (adjusted odds ratio [OR]: 1.81; 95% CI: 1.09-3.02). The risk of diabetes increased 8% for each kg/m2 of increase in body mass index (BMI, OR: 1.08; 95% CI: 1.05-1.11) independent of covariates. Transition to diabetes was accompanied by a mean increase in BMI of 0.28 kg/m2, and deterioration in metabolic health of 9% (OR: 1.09; 95% CI: 1.003-1.18) compared with those who did not transition. CONCLUSIONS Deteriorating metabolic health and/or increasing BMI significantly raises the risk of transitioning from pre-diabetes to diabetes. Transition itself was accompanied by further increase in BMI and deterioration in metabolic health. These data underline the importance of improving metabolic health and avoiding weight gain in pre-diabetes as simple but clear diabetes prevention targets, and emphasize the importance of lifestyle management.
Collapse
Affiliation(s)
- Shenghui Wu
- Department of Epidemiology and Biostatistics, University of Texas Health at San Antonio-Laredo Campus, Laredo
- Correspondence: Shenghui Wu, University of Texas Health at San Antonio, Department of Epidemiology and Biostatistics, Laredo Campus, Office# 2.100.32, 1937 E Bustamante St., Laredo, TX 78041, USA, Tel +1 956 523 7402, Fax +1 956 523 7411, Email
| | - Joseph B McCormick
- Division of Epidemiology, University of Texas Health Science Center-Houston, School of Public Health, Brownsville Campus, Brownsville
| | - Joanne E Curran
- South Texas Diabetes and Obesity Institute, School of Medicine, University of Texas Rio Grande Valley, Brownsville Campus, Brownsville, TX, USA
| | - Susan P Fisher-Hoch
- Division of Epidemiology, University of Texas Health Science Center-Houston, School of Public Health, Brownsville Campus, Brownsville
| |
Collapse
|
10
|
Watt GP, Vatcheva KP, Griffith DM, Reininger BM, Beretta L, Fallon MB, McCormick JB, Fisher-Hoch SP. The Precarious Health of Young Mexican American Men in South Texas, Cameron County Hispanic Cohort, 2004-2015. Prev Chronic Dis 2016; 13:E113. [PMID: 27560721 PMCID: PMC5003530 DOI: 10.5888/pcd13.160020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Introduction Hispanic men have higher rates of illness and death from various chronic conditions than do non-Hispanic men. We aimed to characterize the health of Mexican American men living on the US–Mexico border in South Texas and elucidate indications of chronic disease in young men. Methods We sampled all male participants from the Cameron County Hispanic Cohort, an ongoing population-based cohort of Mexican Americans in Brownsville, Texas. We calculated descriptive statistics and stratified the sample into 3 age groups to estimate the prevalence of sociodemographic, behavioral, and clinical factors by age group and evaluated differences between age groups. Results Obesity prevalence was approximately 50% across all age groups (P = .83). Diabetes prevalence was high overall (26.8%), and 16.9% (95% confidence interval [CI], 10.1%–23.8%) of men younger than 35 had diabetes. More than 70% of these young men had elevated liver enzymes, and mean values of aspartate aminotransferase were significantly higher in younger men (45.0 u/L; 95% CI, 39.5–50.6 u/L) than in both older age groups. Less than 20% of young men had any form of health insurance. Current smoking was higher in young men than in men in the other groups, and the rate was higher than the national prevalence of current smoking among Hispanic men. Conclusions We suggest a need for obesity and diabetes prevention programs and smoking cessation programs for men in this region. Opportunities exist to expand current intervention programs and tailor them to better reach this vulnerable population of young Hispanic men. Elevated liver enzymes in men younger than 35 suggest a substantial burden of liver abnormalities, a finding that warrants further study.
Collapse
Affiliation(s)
- Gordon P Watt
- University of Texas School of Public Health, Brownsville Regional Campus, 1 W University Blvd, Brownsville, TX 78520.
| | - Kristina P Vatcheva
- University of Texas School of Public Health, Brownsville Regional Campus, Brownsville, Texas
| | - Derek M Griffith
- Institute for Research on Men's Health, Vanderbilt University, Nashville, Tennessee
| | - Belinda M Reininger
- University of Texas School of Public Health, Brownsville Regional Campus, Brownsville, Texas
| | - Laura Beretta
- Department of Molecular and Cellular Oncology, The University of Texas, MD Anderson Cancer Center, Houston, Texas
| | - Michael B Fallon
- Division of Gastroenterology, Hepatology, and Nutrition, The University of Texas Health Science Center at Houston Medical School, Houston, Texas
| | - Joseph B McCormick
- University of Texas School of Public Health, Brownsville Regional Campus, Brownsville, Texas
| | - Susan P Fisher-Hoch
- University of Texas School of Public Health, Brownsville Regional Campus, Brownsville, Texas
| |
Collapse
|