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Wu YS, Tzeng WC, Wu CW, Wu HY, Kang CY, Wang WY. Gender Differences in Predicting Metabolic Syndrome Among Hospital Employees Using Machine Learning Models: A Population-Based Study. J Nurs Res 2025; 33:e381. [PMID: 40162697 DOI: 10.1097/jnr.0000000000000668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND Metabolic syndrome (MetS) is a complex condition that captures several markers of dysregulation, including obesity, elevated blood glucose levels, dyslipidemia and hypertension. Using an approach to early prediction of MetS risk in hospital employees that takes into account the differing effects of gender may be expected to improve cardiovascular disease-related health outcomes. PURPOSE In this study, machine learning techniques were applied to construct an optimized MetS prediction model for use on hospital employees. METHODS This population-based study survey included 3,537 participants aged 20 to 65 years old. Participant demographic, anthropometric data, medical history, lifestyle-related factor, and biochemical data were collected from the hospital's Health Management Information System from 2018 to 2020. MetS prediction and the investigation of gender differences were performed using six machine learning models based on the following algorithms: K-nearest neighbor, random forest, logistic regression, support vector machine, neural network, and Naïve Bayes. All analyses were performed by sequentially inputting the features in three steps according to their characteristics. RESULTS MetS was detected in 8.91% of the participants. Among the MetS prediction models, Naïve Bayes showed the best performance, with a sensitivity of 0.825, an accuracy of 0.859 and an area under the receiver operating characteristic curve of 0.936. Body mass index and alanine transaminase were identified as important predictive factors for MetS in participants of both genders. Age, uric acid, and aspartate transaminase were identified as important predictive factors in men, while chronic disease and phosphorous were identified as important predictive factors in women. CONCLUSIONS The results indicate Naïve Bayes model to be useful and accurate in identifying MetS in hospital employees independent of gender. The early prediction of MetS using a model that accounts for gender differences is an important part of routine health screening and requires a multidimensional approach, including self-administered questionnaires and anthropometric and biochemical measurements.
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Affiliation(s)
- Yi-Syuan Wu
- Department of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan
| | - Wen-Chii Tzeng
- School of Nursing, National Defense Medical Center, Taipei, Taiwan
| | - Cheng-Wei Wu
- Department of Computer Science and Information Engineering, National Ilan University, Yilan, Taiwan
| | - Hao-Yi Wu
- Department of Nursing, Tri-Service General Hospital, Taipei, Taiwan
| | - Chih-Yun Kang
- Department of Nursing, Tri-Service General Hospital, Taipei, Taiwan
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Tárraga Marcos PJ, López-González ÁA, Martínez-Almoyna Rifá E, Paublini Oliveira H, Martorell Sánchez C, Tárraga López PJ, Ramírez-Manent JI. Risk of Insulin Resistance in 44,939 Spanish Healthcare Workers: Association with Sociodemographic Variables and Healthy Habits. Diseases 2025; 13:33. [PMID: 39997040 PMCID: PMC11854469 DOI: 10.3390/diseases13020033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 01/23/2025] [Accepted: 01/27/2025] [Indexed: 02/26/2025] Open
Abstract
Introduction: Insulin resistance (IR) is a highly prevalent pathophysiological entity implicated in the development of a wide variety of metabolic, cardiovascular, and endocrine disorders. The aim of this study is to assess the association between sociodemographic variables and healthy habits with IR risk scales. Methodology: This dual study, incorporating both longitudinal-retrospective and cross-sectional designs, analyzed healthcare workers across four professional categories (physicians, nurses, healthcare technicians, and auxiliary personnel). It examined the association of age, sex, professional category, smoking status, physical activity, and adherence to the Mediterranean diet with elevated scores on insulin resistance risk scales. Results: All the variables analyzed were associated with the presence of elevated values of the IR scales, with age, sex, and physical activity showing the strongest association (reflected in the odds ratio values). Conclusions: The profile of an individual with a higher risk of presenting elevated values of the IR risk scales would be an elderly male auxiliary health worker who is a smoker and is physically inactive, with a low adherence to the Mediterranean diet.
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Affiliation(s)
| | - Ángel Arturo López-González
- ADEMA-Health Group of University, Institute of Health Sciences (IUNICS) of Balearic Islands, 07009 Palma, Spain; (E.M.-A.R.); (H.P.O.); (C.M.S.); (J.I.R.-M.)
- Faculty of Odontology, University School ADEMA-UIB, 07009 Palma, Spain
- Health Service of the Balearic Islands, 07120 Palma, Spain
| | - Emilio Martínez-Almoyna Rifá
- ADEMA-Health Group of University, Institute of Health Sciences (IUNICS) of Balearic Islands, 07009 Palma, Spain; (E.M.-A.R.); (H.P.O.); (C.M.S.); (J.I.R.-M.)
- Faculty of Odontology, University School ADEMA-UIB, 07009 Palma, Spain
| | - Hernán Paublini Oliveira
- ADEMA-Health Group of University, Institute of Health Sciences (IUNICS) of Balearic Islands, 07009 Palma, Spain; (E.M.-A.R.); (H.P.O.); (C.M.S.); (J.I.R.-M.)
- Faculty of Odontology, University School ADEMA-UIB, 07009 Palma, Spain
| | - Cristina Martorell Sánchez
- ADEMA-Health Group of University, Institute of Health Sciences (IUNICS) of Balearic Islands, 07009 Palma, Spain; (E.M.-A.R.); (H.P.O.); (C.M.S.); (J.I.R.-M.)
- Faculty of Odontology, University School ADEMA-UIB, 07009 Palma, Spain
| | | | - José Ignacio Ramírez-Manent
- ADEMA-Health Group of University, Institute of Health Sciences (IUNICS) of Balearic Islands, 07009 Palma, Spain; (E.M.-A.R.); (H.P.O.); (C.M.S.); (J.I.R.-M.)
- Health Service of the Balearic Islands, 07120 Palma, Spain
- Faculty of Medicine, Balearic Islands University, 07120 Palma, Spain
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Abd Elshafy MB, Abd El-Monem AIM, Khattab IM, Fadl SE, Abou Khadiga G. Nutritional impact of nano zeolite, probiotic, and fatty acids as feed additives on health status of Nile tilapia (Oreochromis niloticus). Sci Rep 2023; 13:22740. [PMID: 38123621 PMCID: PMC10733319 DOI: 10.1038/s41598-023-50034-2] [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: 09/16/2023] [Accepted: 12/14/2023] [Indexed: 12/23/2023] Open
Abstract
For human consumption, fish is a good and affordable source of several crucial elements. Growing aquaculture management and output is always necessary. Therefore, this study was designed to evaluate the effect of probiotics, nano zeolite, and/or medium chain fatty acids (MCFA) on fish health and the chemical composition of the fish body. The experimental fish were distributed into eight groups. T1: Control group fed the basal diet without feed additives, T2: Nano zeolite at a rate of 2 mg/kg diet, T3: Pedococcus at a rate of 2 gm kg diet, T4: Medium chain fatty acids used according to produced company recommendation at a rate of 3.5 gm/kg diet, T5: Nano zeolite (2 mg/kg diet) + Pedococcus (2 mg/kg diet), T6: Nano zeolite (2 mg/kg diet) + Medium chain fatty acids (3.5 gm/kg diet), T7: Pedococcus (2 mg/kg diet) + Medium chain fatty acids (3.5 gm/kg diet), and T8: Nano zeolite (2 mg/kg diet) + Pedococcus (2 mg/kg diet) + Medium chain fatty acids (3.5 gm/kg diet). The obtained results showed an insignificant difference in the body composition of Nile tilapia fish fed feed additives alone or in combination. Moreover, the feed additives did not affect the health status of fish, as indicated by normal liver and kidney functions.
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Affiliation(s)
- Manar Bahaa Abd Elshafy
- Department of Animal and Fish Production, Faculty of Desert and Environmental Agriculture, Matrouh University, Matrouh, Egypt.
| | | | - Ibrahim M Khattab
- Department of Animal and Fish Production, Faculty of Desert and Environmental Agriculture, Matrouh University, Matrouh, Egypt
| | - Sabreen E Fadl
- Biochemistry Dept, Faculty of Veterinary Medicine, Matrouh University, Matrouh, Egypt
| | - Galal Abou Khadiga
- Department of Poultry Production, Faculty of Desert and Environmental Agriculture, Matrouh University, Matrouh, Egypt
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Tsai KZ, Huang WC, Sui X, Lavie CJ, Lin GM. Moderate or greater daily coffee consumption is associated with lower incidence of metabolic syndrome in Taiwanese militaries: results from the CHIEF cohort study. Front Nutr 2023; 10:1321916. [PMID: 38156279 PMCID: PMC10752930 DOI: 10.3389/fnut.2023.1321916] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/05/2023] [Indexed: 12/30/2023] Open
Abstract
BACKGROUND Daily moderate coffee intake was found with a lower risk of specific metabolic abnormalities, e.g., hypertension and hyperglycemia, while the association of coffee intake and incident metabolic syndrome (MetS) has not been clarified in prior studies, particularly in young adults. METHODS A total of 2,890 military personnel, aged 18-39 years, free of MetS were followed for incident MetS from baseline (2014) until the end of 2020 in Taiwan. Daily coffee amount consumed was grouped to those ≥3 cups or 600 mL (moderate or more amount) and those without. Incidence of MetS was identified in annual health examinations. MetS was diagnosed on the basis of the guideline of the International Diabetes Federation. Multivariable Cox regression model with adjustments for sex, age, body mass index, physical activity and substance use status at baseline was performed to determine the association. RESULTS At baseline, there were 145 subjects with daily coffee intake ≥3 cups or 600 mL (5.0%) in the overall cohort. During a mean follow-up of 6.0 years, 673 incident MetS (23.3%) were found. As compared to those consuming less coffee or none, those consuming daily coffee ≥3 cups had a lower risk of MetS [hazard ratio (HR): 0.69 (95% confidence interval: 0.48, 0.99)]. CONCLUSION This study suggests that adhering to the guideline recommended moderate or greater daily coffee consumption for promoting health, may confer advantages in preventing the development of MetS among young adults.
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Affiliation(s)
- Kun-Zhe Tsai
- Department of Stomatology of Periodontology, Mackay Memorial Hospital, Taipei, Taiwan
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City, Taiwan
- Department of Periodontology, School of Dentistry, National Defense Medical Center and Tri-Service General Hospital, Taipei, Taiwan
| | - Wei-Chun Huang
- Department of Critical Care Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
- College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Xuemei Sui
- Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Carl J. Lavie
- Ochsner Clinical School, John Ochsner Heart and Vascular Institute, The University of Queensland School of Medicine, New Orleans, LA, United States
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City, Taiwan
- Department of Medicine, National Defense Medical Center, Tri-Service General Hospital, Taipei, Taiwan
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Feng W, Yun W, Le W, Zhi-guo X, Hai-ying Y, Shu-fang W, Zhen-yan W, Yi-zhu C, Quan S, Jing-xian F. The influence of demographic and lifestyle factors on blood donation delay among student population: a retrospective study. Front Public Health 2023; 11:1297472. [PMID: 38125844 PMCID: PMC10731257 DOI: 10.3389/fpubh.2023.1297472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 11/06/2023] [Indexed: 12/23/2023] Open
Abstract
Objective This study analysed blood donation deferral trends, reasons and demographic/lifestyle characteristics among students in Huzhou City. The aim was to understand the health status of students and reduce the deferral rate. Methods Data on blood donation deferral among students in Huzhou City from 2018 to 2022 were collected and analysed. Deferral trends and main reasons were investigated. Using demographic and lifestyle data from 2,619 cases in 2022, a risk prediction model for deferral was constructed. Results The deferral rate among students in Huzhou City from 2018 to 2022 was 12.60% (p = 0.000, 95%CI: 12.14-13.06%), showing a significant increasing trend. Temporary deferral was the main reason, with alanine aminotransferase (ALT), blood pressure (BP) and haemoglobin (Hb) as the main deferral factors. ALT had a deferral rate of 5.23% (4.92-5.53%), BP 3.30% (3.06-3.55%), and Hb 2.92% (2.68-3.15%). Demographic and lifestyle characteristics in 2022 showed no significant differences between education level, household registration and deferral rate (p > 0.05). However, age, sex, blood donation history, sleep quality, diet and mental state had variable effects on ALT, BP, and Hb deferrals (p < 0.05). Logistic regression showed that sex, blood donation history, sleep quality, diet and mental status were independent risk factors for ALT deferral (p < 0.05), with odds ratios (ORs) of 5.057, 2.735, 1.594, 3.679, and 1.957, respectively. Age, blood donation history, sleep quality and mental state were independent risk factors for BP deferral (p < 0.05), with ORs of 0.256, 3.658, 6.042, and 1.812, respectively. Gender, blood donation history and diet were independent risk factors for Hb deferral (p < 0.05), with ORs of 0.244, 0.542, and 3.103, respectively. Conclusion Students' health problems require attention. Effective health education should improve self-health management and pre-donation health behaviour to encourage regular blood donation.
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Affiliation(s)
- Wang Feng
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Wang Yun
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Wang Le
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Xu Zhi-guo
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Yang Hai-ying
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Wu Shu-fang
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Wei Zhen-yan
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Chen Yi-zhu
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Sun Quan
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
| | - Fei Jing-xian
- Huzhou Central Blood Station, Huzhou, Zhejiang, China
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Asgari S, Molavizadeh D, Tohidi M, Momenan AA, Azizi F, Hadaegh F. Prevalence and metabolic determinants of abnormal alanine aminotransferase: A cross-sectional study of Iranian adults, 2018-2022. J Clin Lab Anal 2023; 37:e24937. [PMID: 37403787 PMCID: PMC10431421 DOI: 10.1002/jcla.24937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 05/19/2023] [Accepted: 06/15/2023] [Indexed: 07/06/2023] Open
Abstract
BACKGROUND Alanine aminotransferase (ALT) is an enzyme whose activity became the principal biomarker for liver disease. In the current study, we aimed to determine the prevalence of abnormal ALT, as a surrogate of nonalcoholic fatty liver disease (NAFLD) and its associated determinants using different criteria among Tehranian subjects between 2018 and 2022. METHODS This is a cross-sectional study on 5676 Tehranian individuals aged 20-70 years. The weighted prevalence of abnormal ALT was calculated using both the National Health and Nutrition Examination Survey in the United States (US-NHANCE; ALT ≥30 U/L for females and ≥40 U/L for males) and the American College of Gastroenterology (ACG) guideline (ALT >25 U/L for females, and >33 U/L for males) thresholds. Moreover, uni/multivariable logistic regression analysis was performed to find the determinants of abnormal ALT. RESULTS The weighted prevalence of abnormal ALT was 12.8% (7.6% females and 18% males) and 22.5% (17.7% females and 27.3% males) based on US-NHANCE and ACG criteria, respectively. Our results showed every decade increase in age decreased the risk of abnormal ALT by 32%. We also found that generally male gender, being overweight/obese, central adiposity, TG ≥6.9 mmol/L, non-HDL-C ≥3.37 mmol/L, lipid-lowering medications, pre-diabetes/T2DM were associated with abnormal ALT using different cutoff points. Moreover, among men resting tachycardia (≥90 beats per min), hypertension, and females past-smoker were also found as other determinants of abnormal ALT. CONCLUSION High prevalence of abnormal ALT among non-elderly Iranian adults, especially among men, necessitates immediate multifaceted strategies by policymakers to prevent potential complications caused by NAFLD.
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Affiliation(s)
- Samaneh Asgari
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | | | - Maryam Tohidi
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Amir Abbas Momenan
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Fereidoun Azizi
- Endocrine Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Farzad Hadaegh
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
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Chang HC, Wu YS, Tzeng WC, Wu HY, Lee PC, Wang WY. Sex differences in risk factors for metabolic syndrome in middle-aged and senior hospital employees: a population-based cohort study. BMC Public Health 2023; 23:587. [PMID: 36991367 PMCID: PMC10053111 DOI: 10.1186/s12889-023-15491-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 03/21/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Several cross-sectional studies have reported risk factors for metabolic syndrome (MetS). However, these studies did not focus on sex differences in middle-aged and senior populations or employ a longitudinal design. These study design differences are important, as there are sex differences in lifestyle habits associated with MetS, and middle-aged and senior individuals have increased MetS susceptibility. Therefore, the purpose of this study was to examine whether sex differences influenced MetS risk over a ten-year follow-up period among middle-aged and senior hospital employees. METHODS This population-based and prospective cohort study enrolled 565 participants who did not have MetS in 2012 for a ten-year repeated-measurement analysis. Data were retrieved from the hospital's Health Management Information System. Analyses included Student's t tests, χ2 tests and Cox regression. P < 0.05 indicated statistical significance. RESULTS Male middle-aged and senior hospital employees had an elevated MetS risk (hazard ratio (HR) = 1.936, p < 0.001). Men with more than four family history risk factors had an increased risk of MetS (HR = 1.969, p = 0.010). Women who worked shift duty (HR = 1.326, p = 0.020), had more than two chronic diseases (HR = 1.513, p = 0.012), had three family history risk factors (HR = 1.623, p = 0.010), or chewed betel nuts (HR = 9.710, p = 0.002) had an increased risk of MetS. CONCLUSIONS The longitudinal design of our study improves the understanding of sex differences in MetS risk factors in middle-aged and senior adults. A significantly elevated risk of MetS over the ten-year follow-up period was associated with male sex, shift work, the number of chronic diseases, the number of family history risk factors, and betel nut chewing. Women who chewed betel nuts had an especially increased risk of MetS. Our study indicates that population-specific studies are important for the identification of subgroups susceptible to MetS and for the implementation of hospital-based strategies.
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Affiliation(s)
- Hsu-Chieh Chang
- Department of Nursing, Tri-Service General Hospital and School of Nursing, Taipei Medical University, Taipei, Taiwan
| | - Yi-Syuan Wu
- Trauma and Critical Care Service, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wen-Chii Tzeng
- School of Nursing, National Defense Medical Center, Taipei, Taiwan
| | - Hao-Yi Wu
- Department of Nursing, Tri-Service General Hospital, Taipei, Taiwan
| | - Pai-Ching Lee
- Department of Nursing, Tri-Service General Hospital and Graduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, Taipei, Taiwan
| | - Wei-Yun Wang
- Department of Nursing, Tri-Service General Hospital Songshan Branch and School of Nursing, National Defense Medical Center, Taipei, Taiwan.
- Department of Nursing, Tri-Service General Hospital Songshan Branch, 4F, No. 131, Jiankang Rd., Songshan District, Taipei, 105309, Taiwan, ROC.
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Tsai KZ, Lin YP, Lai SW, Liu CH, Chang YC, Lin GM. Non-Insulin-Based Insulin Resistance Indices and Localized Periodontitis in Physically Active Young Male Adults: CHIEF Oral Health Study. Endocr Metab Immune Disord Drug Targets 2023; 23:937-946. [PMID: 36650653 DOI: 10.2174/1871530323666230117112936] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 10/29/2022] [Accepted: 11/18/2022] [Indexed: 01/19/2023]
Abstract
AIMS This study aims to examine the association between non-insulin-based insulin resistance indices and periodontitis severity in young males. BACKGROUND Periodontitis has been reported with an association with insulin resistance in middle- and old-aged adults. OBJECTIVE The association between insulin resistance and localized periodontitis in young adults is unclear. METHODS A total of non-diabetic 1,111 military males in Taiwan were included in this study. Localized periodontitis was classified as healthy (N =665), stage I (N =130), stage II (N =161), and stage III (N =155) based on the world workshop in 2017. Insulin resistance was assessed by serum triglycerides concentrations, the triglycerides glucose (TyG) index, the product of serum triglycerides and fasting glucose, and the ratio of serum triglycerides to high-density lipoprotein cholesterol (TG/HDL-C). Multiple logistic regression analysis with adjustment for age, tobacco smoking, alcohol intake, abdominal obesity, and hypertension was used to determine the associations. RESULTS Serum TG concentrations, TyG index, and TG/HDL-C ratio were dose-dependently associated with a greater risk of localized periodontitis severity (from stage I to stage III) [odds ratios and 95% confidence intervals: 1.001 (0.999-1.004), 1.003 (1.001-1.004) and 1.003 (1.002- 1.005) for TG; 1.45 (1.03-2.03), 1.65 (1.22-2.22) and 1.66 (1.22-2.26) for TyG index; 1.06 (0.99- 1.14), 1.09 (1.03-1.15) and 1.10 (1.04-1.16) for TG/HDL-C ratio]. However, the association was only found in obese individuals and those free of impaired fasting glucose. CONCLUSION The present study confirmed that periodontitis may lead to insulin resistance in young male adults, particularly for those with obesity and without hyperglycemia. The TyG index is suggestive as the strongest indicator for the association between insulin resistance and periodontitis in young adults.
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Affiliation(s)
- Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City, Taiwan
- Department of Stomatology of Periodontology, Mackay Memorial Hospital, Taipei, Taiwan
- Department of Dentistry, Tri-Service General Hospital, National Defence Medical Center, Taipei, Taiwan
| | - Yen-Po Lin
- Department of Critical Medicine Medicine, Taipei Tzu Chi General Hospital, New Taipei City, Taiwan
| | - Shiue-Wei Lai
- Department of Medicine, Tri-Service General Hospital, National Defence Medical Center, Taipei, Taiwan
| | - Chia-Hsin Liu
- Department of Medicine, Tri-Service General Hospital, National Defence Medical Center, Taipei, Taiwan
| | - Yun-Chen Chang
- School of Nursing and Graduate Institute of Nursing, China Medical University, Taichung 406, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Tri-Service General Hospital, National Defence Medical Center, Taipei, Taiwan
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Tsai KZ, Su FY, Cheng WC, Lin YP, Lin GM. Association of hepatic and systemic inflammation with localized stage II/III periodontitis in young males: The CHIEF oral health study. J Clin Periodontol 2022; 49:458-466. [PMID: 34611936 DOI: 10.1111/jcpe.13556] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/13/2021] [Accepted: 09/19/2021] [Indexed: 12/22/2022]
Abstract
AIM To clarify the association between systemic and hepatic inflammation and localized periodontitis which has been reported to vary among races. MATERIALS AND METHODS The study included 1112 military males, aged 18-40 years, in Taiwan. Participants were classified as periodontally healthy/stage I (n = 796) or stage II/III periodontitis (n = 316), according to the 2017 world workshop criteria. Systemic and hepatic inflammation were defined by the highest tertiles of blood leukocyte counts (7.51 × 103 /μl) and alanine aminotransferase (30 U/L), respectively. Multiple logistic regression analysis with adjustments for age, metabolic syndrome, betel nut consumption and smoking was carried out. RESULTS There was a significant association between high systemic inflammation, irrespective of hepatic inflammation severity, and localized stage II/III periodontitis (odds ratio [OR], 1.62 [1.09-2.42] and 1.47 [1.00-2.15], respectively, in the presence of high or no hepatic inflammation. However, no significant association was found among participants with low systemic inflammation, irrespective of the severity of hepatic inflammation (OR, 1.31 [0.91-1.91]). CONCLUSIONS An association between hepatic inflammation and localized periodontitis in Taiwanese was observed only if systemic inflammation coexisted, possibly accounting for the reported differences in the association between Japanese and non-Asian populations in prior studies.
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Affiliation(s)
- Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Department of Dentistry, Tri-Service General Hospital, Taipei, Taiwan
- Graduate Institute of Dental Science, National Defense Medical Center, Taipei, Taiwan
- School of Dentistry, National Defense Medical Center, Taipei, Taiwan
| | - Fang-Ying Su
- Institute of Statistics, National Chiao Tung University, Hsinchu City, Taiwan
| | - Wan-Chien Cheng
- Department of Dentistry, Tri-Service General Hospital, Taipei, Taiwan
- Graduate Institute of Dental Science, National Defense Medical Center, Taipei, Taiwan
- School of Dentistry, National Defense Medical Center, Taipei, Taiwan
- Biotechnology R&D Center, National Taiwan University Hospital Hsinchu Branch, Hsinchu County, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi Hospital, New Taipei, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
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Lin MS, Lin HS, Chang ML, Tsai MH, Hsieh YY, Lin YS, Tsai MS, Yang CL, Chen MY. Alanine aminotransferase to aspartate aminotransferase ratio and hepatitis B virus on metabolic syndrome: a community-based study. Front Endocrinol (Lausanne) 2022; 13:922312. [PMID: 35966065 PMCID: PMC9372398 DOI: 10.3389/fendo.2022.922312] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 07/04/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The serum aminotransferase elevation in metabolic syndrome (MetS) reflected hepatosteatosis, but there is a conflict with the coexistence of viral hepatitis, especially for the hepatitis B virus (HBV). Thus, this study aimed to investigate the relationship between the alanine aminotransferase (ALT)/aspartate aminotransferase (AST) ratio, MetS, and HBV infection in a rural Taiwanese population. METHODS We conducted a cross-sectional analysis in southern Taiwan between March and December 2019. Multivariable logistic regression analyses adjusted for demographics, education, dietary behaviors, irregular exercise, substance use, and viral markers were performed to investigate the association between the ALT/AST ratio and MetS. RESULTS Altogether, 2,416 participants (891 men and 1,525 women; mean age, 64.1 ± 14.9 years) were enrolled. Of the participants, 22.7% (n = 519) were seropositive for viral hepatitis. In the multivariable analysis, age [odds ratio (OR) 1.02, 95% CI 1.01-1.03, p < 0.001], ALT/AST ratio >1 (OR 2.63, 95% CI 2.15-3.21, p < 0.001), education (OR 0.96, 95% CI 0.94-0.98, p < 0.001), and HBV seropositivity (OR 0.70, 95% CI 0.52-0.95, p = 0.021) were associated with the risk of MetS. The area under the curve of the ALT/AST ratio was 0.62 (95% CI 0.60-0.64, p < 0.001), and the cutoff value was >0.852 for the Youden index. CONCLUSION An ALT/AST ratio >1 could be a simple index for MetS prediction during community checkups. In contrast to age and betel nut chewing, HBV seropositivity and higher education might be inversely associated with MetS. Aggressive health promotion for MetS prevention has emerged as essential in participants without HBV and with lower education levels. Further large-scale, longitudinal studies are needed to unlink these correlations.
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Affiliation(s)
- Ming-Shyan Lin
- Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Nursing, Chang Gung University of Science and Technology, Chiayi, Taiwan
| | - Huang-Shen Lin
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Division of Hepatology, Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ming-Ling Chang
- Department of Infection, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Ming-Horng Tsai
- Department of Pediatrics, Chang Gung Memorial Hospital, Yunlin, Taiwan
| | - Yung-Yu Hsieh
- Department of Gastroenterology and Hepatology, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Yu-Sheng Lin
- Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
- Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Meng-Shu Tsai
- Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Chia-Ling Yang
- Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Mei-Yen Chen
- Division of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan
- Department of Nursing, Chang Gung University of Science and Technology, Chiayi, Taiwan
- Department of Nursing, Chang Gung University, Taoyuan, Taiwan
- *Correspondence: Mei-Yen Chen,
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Wu YS, Tzeng WC, Chu CM, Wang WY. Metabolic Syndrome and Its Related Factors among Hospital Employees: A Population-Based Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18189826. [PMID: 34574750 PMCID: PMC8472337 DOI: 10.3390/ijerph18189826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 09/09/2021] [Accepted: 09/14/2021] [Indexed: 12/04/2022]
Abstract
Several studies have reported on metabolic syndrome (MetS) based on cross-sectional designs, which cannot show a long-term result. Information is lacking on MetS and related factors based on a longitudinal cohort. This study aimed to examine the relationship between MetS and related factors for a total of six years among hospital employees. A population-based study was conducted, including 746 staff. A total of 680 staff without MetS in 2012 were enrolled in the analysis for repeated measurement of six years of the longitudinal cohort. Data were retrieved from the hospital’s Health Management Information System. Analyses were performed using Student’s t-test, chi-square test, logistic regression, and generalised estimating equations. Statistical significance was defined as p < 0.05. Hospital employees aged between 31 and 40 (odds ratio (OR) = 4.596, p = 0.009), aged between 41 and 50 (OR = 7.866, p = 0.001), aged greater than 50 (OR = 10.312, p < 0.001), with a body mass index (BMI) of 25.0~29.9 kg/m2 (OR = 3.934, p < 0.001), a BMI ≥ 30 kg/m2 (OR = 13.197, p < 0.001), higher level of white blood counts (β = 0.177, p = 0.001), alanine aminotransferase (β = 0.013, p = 0.002), and uric acid (β = 0.223, p = 0.005) were at risk of being diagnosed with MetS. The identification of at-risk hospital employees and disease management programs addressing MetS-related factors are of great importance in hospital-based interventions.
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Affiliation(s)
- Yi-Syuan Wu
- Graduate Institute of Life Science, National Defense Medical Center, Taipei 11490, Taiwan;
| | - Wen-Chii Tzeng
- School of Nursing, National Defense Medical Center, Taipei 11490, Taiwan;
| | - Chi-Ming Chu
- School of Public Health, National Defense Medical Center, Taipei 11490, Taiwan;
| | - Wei-Yun Wang
- Department of Nursing, Tri-Service General Hospital and School of Nursing, National Defense Medical Center, Taipei 11490, Taiwan
- Correspondence: ; Tel.: +886-2-8792-3311-17299; Fax: +886-2-8792-3109
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12
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Tsai KZ, Huang RY, Cheng WC, Su FY, Lin YP, Chang CY, Lin GM. Comparisons of various anthropometric indexes with localized Stage II/III periodontitis in young adults: The CHIEF oral health study. J Periodontol 2021; 92:958-967. [PMID: 33141430 DOI: 10.1002/jper.20-0275] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 09/13/2020] [Accepted: 10/20/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND A J-shaped relationship of body mass index (BMI) with severe periodontitis has been reported. However, it is unknown for other anthropometric indexes in young adults. METHODS A cross-sectional study examined the relationships in 325 military men and women, aged 20 to 45 years in Taiwan. Anthropometric indexes included BMI, waist circumference (WC), and waist-to-height ratio (WHtR). The severity of localized periodontitis was defined as healthy (n = 42), Stage I (initial) (n = 228), and Stage II/III (moderate/severe) (n = 55) according to the 2017 Periodontal Diseases Classification. Smooth curve fitting and multiple logistic regression analyses adjusting for age, sex, betel nut consumption, and smoking were used to determine the threshold effect between various anthropometric and the risk of localized Stage II/III periodontitis. RESULTS In the spline smoothing plot, the turning points for BMI, WC, and WHtR were 26.1 kg/m2 , 90.0 cm, and 0.50, respectively, and a J-shaped relationship was found for BMI (the likelihood ratio test, P <0.001). In the multiple logistic regressions, BMI ≥27.0 kg/m2 , WC ≥90.0 cm and WHtR ≥0.50 were associated with higher risk of localized Stage II/III periodontitis than their counterparts (24.0 to 26.9 kg/m2 for BMI) (odds ratios [OR] and 95% confidence intervals: 4.16 [1.39 to 12.49], 2.65 [1.01 to 7.11], and 2.95 [1.20 to 7.24], respectively; all P values <0.05). However, the risk for BMI <24.0 kg/m2 was not significant (OR, 1.47 [0.47 to 4.54]). CONCLUSION In young adults, obesity defined by various anthropometrics was consistently associated with localized Stage II/III periodontitis and a J-shaped association was suggestive for BMI.
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Affiliation(s)
- Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Dentistry, Tri-Service General Hospital, Taipei, Taiwan
- Graduate Institute of Dental Science, National Defense Medical Center, Taipei, Taiwan
- School of Dentistry, National Defense Medical Center, Taipei, Taiwan
| | - Ren-Yeong Huang
- Departments of Dentistry, Tri-Service General Hospital, Taipei, Taiwan
- Graduate Institute of Dental Science, National Defense Medical Center, Taipei, Taiwan
- School of Dentistry, National Defense Medical Center, Taipei, Taiwan
| | - Wan-Chien Cheng
- Departments of Dentistry, Tri-Service General Hospital, Taipei, Taiwan
- Graduate Institute of Dental Science, National Defense Medical Center, Taipei, Taiwan
- School of Dentistry, National Defense Medical Center, Taipei, Taiwan
| | - Fang-Ying Su
- Institute of Statistics, National Chiao Tung University, Hsinchu City, Taiwan
- Biotechnology R and D Center, National Taiwan University Hospital Hsinchu Branch, Hsinchu County, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi Hospital, New Taipei City, Taiwan
| | - Chan-Yuan Chang
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departmnet of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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Yu Z, Li G, Yuan N, Ding W. Comparison of ultrasound guided versus CT guided radiofrequency ablation on liver function, serum PIVKA-II, AFP levels and recurrence in patients with primary hepatocellular carcinoma. Am J Transl Res 2021; 13:6881-6888. [PMID: 34306439 PMCID: PMC8290813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 02/24/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE This study aimed to compare the effects of ultrasound and CT-guided radiofrequency ablation (RFA) on liver function, serum antagonist-II (PIVKA-II), alpha-fetoprotein (AFP) levels, and disease recurrence in patients with primary hepatocellular carcinoma (PHC). METHODS Ninety-eight patients with PHC were enrolled and treated with RFA. They were grouped as the ultrasound-guided group (n=51) and the CT-guided group (n=47) according to the specific guidance methods. The clinical efficacy, recurrence and survival after treatment, as well as the changes of liver function, serum PIVKA-II and AFP levels before and after treatment were compared between the two groups. RESULTS The total effective rate of the CT-guided group (87.23%) was significantly higher than that of the ultrasound-guided group (62.75%) (P < 0.05). Total bilirubin (TBIL), direct bilirubin (DBIL), aspartate aminotransferase (AST), and alanine aminotransferase (ALT) were reduced in both groups after treatment (P < 0.05) and were lower in the CT-guided group than in the ultrasound-guided group (P < 0.05). Albumin (ALB) levels were elevated in both groups after treatment (P < 0.05) and were higher in the CT-guided group than in the ultrasound-guided group (P < 0.05). PIVKA-II and AFP levels decreased in both groups after treatment (P < 0.05) and were significantly lower in the CT-guided group than in the ultrasound-guided group (P < 0.05). The 2-year and 3-year recurrence rates in the CT-guided group were 4.26% and 8.51%, respectively, significantly lower than 17.65% and 27.45% in the ultrasound-guided group (P < 0.05), and the 2-year and 3-year survival rates in the CT-guided group were 89.36% and 72.34%, respectively, significantly higher than 72.55% and 50.98% in the ultrasound-guided group (P < 0.05). CONCLUSION Compared with ultrasound guidance, CT-guided RFA can more effectively improve liver function, reduce serum IVKA-II and AFP levels, reduce recurrence rate, and improve survival time in the treatment of PHC.
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Affiliation(s)
- Zusheng Yu
- Department of Hepatobiliary Surgery, The First People's Hospital of Fuyang Hangzhou Hangzhou 311400, Zhejiang, China
| | - Guowei Li
- Department of Hepatobiliary Surgery, The First People's Hospital of Fuyang Hangzhou Hangzhou 311400, Zhejiang, China
| | - Nianyong Yuan
- Department of Hepatobiliary Surgery, The First People's Hospital of Fuyang Hangzhou Hangzhou 311400, Zhejiang, China
| | - Wei Ding
- Department of Hepatobiliary Surgery, The First People's Hospital of Fuyang Hangzhou Hangzhou 311400, Zhejiang, China
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14
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Wang SH, Chung PS, Lin YP, Tsai KZ, Lin SC, Fan CH, Lin YK, Lin GM. Metabolically healthy obesity and physical fitness in military males in the CHIEF study. Sci Rep 2021; 11:9088. [PMID: 33907258 PMCID: PMC8079407 DOI: 10.1038/s41598-021-88728-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 04/16/2021] [Indexed: 12/15/2022] Open
Abstract
The metabolically healthy obese (MHO) characterized by the absence of metabolic syndrome have shown superior cardiorespiratory fitness (CRF) and similar muscular strength as compared with the metabolically unhealthy obese (MUO). However, this finding might be biased by the baseline sedentary behavior in the general population. This study utilized 3669 physically active military males aged 18-50 years in Taiwan. Obesity and metabolically unhealthy were respectively defined as body mass index ≥ 27.5 kg/m2 and presence of at least two major components of the metabolic syndrome, according to the International Diabetes Federation criteria for Asian male adults. Four groups were accordingly classified as the metabolically healthy lean (MHL, n = 2510), metabolically unhealthy lean (MUL, n = 331), MHO (n = 181) and MUO (n = 647). CRF was evaluated by time for a 3-km run, and muscular strengths were separately assessed by numbers of push-up and sit-up within 2 min. Analysis of covariance was utilized to compare the difference in each exercise performance between groups adjusting for age, service specialty, smoking, alcohol intake and physical activity. The metabolic syndrome prevalence in MUL and MUO was 49.8% and 47.6%, respectively. The performance of CRF did not differ between MHO and MUO (892.3 ± 5.4 s and 892.6 ± 3.0 s, p = 0.97) which were both inferior to MUL and MHL (875.2 ± 4.0 s and 848.6 ± 1.3 s, all p values < 0.05). The performance of muscular strengths evaluated by 2-min push-ups did not differ between MUL and MUO (45.3 ± 0.6 and 45.2 ± 0.4, p = 0.78) which were both less than MHO and MHL (48.4 ± 0.8 and 50.6 ± 0.2, all p values < 0.05). However, the performance of 2-min sit-ups were only superior in MHL (48.1 ± 0.1) as compared with MUL, MHO and MUO (45.9 ± 0.4, 46.7 ± 0.5 and 46.1 ± 0.3, respectively, all p values < 0.05). Our findings suggested that in a physically active male cohort, the MHO might have greater muscle strengths, but have similar CRF level compared with the MUO.
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Affiliation(s)
- Sheng-Huei Wang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
| | - Pei-Shou Chung
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu Chi General Hospital, New Taipei, Taiwan
| | - Kun-Zhe Tsai
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
| | - Ssu-Chin Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
| | - Chia-Hao Fan
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
| | - Yu-Kai Lin
- Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan
- Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Gen-Min Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan.
- Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
- Department of Medicine, Hualien-Armed Forces General Hospital, No. 630, Jiali Rd. Xincheng Township, Hualien, 971, Taiwan.
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Liu PY, Tsai KZ, Lin YP, Lin CS, Zeng HC, Takimoto E, Lin GM. Prevalence and characteristics of mitral valve prolapse in military young adults in Taiwan of the CHIEF Heart Study. Sci Rep 2021; 11:2719. [PMID: 33526804 PMCID: PMC7851121 DOI: 10.1038/s41598-021-81648-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 01/08/2021] [Indexed: 01/20/2023] Open
Abstract
The prevalence of mitral valve prolapse (MVP) among middle- and older-aged individuals is estimated to be 2-4% in Western countries. However, few studies have been conducted among Asian individuals and young adults. This study included a sample of 2442 consecutive military adults aged 18-39 years in Hualien, Taiwan. MVP was defined as displacement of the anterior or posterior leaflet of the mitral valve to the mid portion of the annular hinge point > 2 mm in the parasternal long-axis view of echocardiography. Cardiac chamber size and wall thickness were measured based on the latest criteria of the American Society of Echocardiography. The clinical features of participants with MVP and those without MVP were compared using a two-sample t test, and the cardiac structures were compared using analysis of covariance with adjustment for body surface area (BSA). Eighty-two participants were diagnosed with MVP, and the prevalence was 3.36% in the overall population. Compared with those without MVP, participants with MVP had a lower body mass index (kg/m2) (24.89 ± 3.70 vs. 23.91 ± 3.45, p = 0.02) and higher prevalence of somatic symptoms related to exercise (11.0% vs. 4.9%, p = 0.02) and systolic click in auscultation (18.3% vs. 0.6%, p < 0.01). In addition, participants with MVP had greater left ventricular mass (gm) and smaller right ventricular wall thickness (mm) and dimensions (mm) indexed by BSA than those without MVP (149.12 ± 35.76 vs. 155.38 ± 36.26; 4.66 ± 0.63 vs. 4.40 ± 0.68; 26.57 ± 3.99 vs. 25.41 ± 4.35, respectively, all p-values < 0.01). In conclusion, the prevalence and clinical features of MVP in military young adults in Taiwan were in line with those in Western countries. Whether the novel MVP phenotype found in this study has any pathological meaning needs further investigation.
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Affiliation(s)
- Pang-Yen Liu
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan
| | - Kun-Zhe Tsai
- Department of Internal Medicine, Hualien Armed Forces General Hospital, No. 100, Jinfeng St., Hualien City, 970, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu Chi General Hospital, New Taipei City, Taiwan
| | - Chin-Sheng Lin
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan
| | - Huan-Chang Zeng
- Department of Internal Medicine, Hualien Armed Forces General Hospital, No. 100, Jinfeng St., Hualien City, 970, Taiwan
- GENEUS Medical Technology Co., New Taipei City, Taiwan
| | - Eiki Takimoto
- Department of Cardiovascular Medicine, School of Medicine, University of Tokyo, Tokyo, Japan
| | - Gen-Min Lin
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan.
- Department of Internal Medicine, Hualien Armed Forces General Hospital, No. 100, Jinfeng St., Hualien City, 970, Taiwan.
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
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Bekkelund SI. Serum alanine aminotransferase activity and risk factors for cardiovascular disease in a Caucasian population: the Tromsø study. BMC Cardiovasc Disord 2021; 21:29. [PMID: 33435884 PMCID: PMC7805181 DOI: 10.1186/s12872-020-01826-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 12/14/2020] [Indexed: 12/18/2022] Open
Abstract
Background High and low levels of serum alanine aminotransferase (ALT) are both associated with cardiovascular diseases (CVD) risks especially in elderly, but the mechanisms are less known. This study investigated associations between ALT and CVD risk factors including effects of sex and age in a Caucasian population. Methods Cross-sectional data were analysed sex-stratified in 2555 men (mean age 60.4 years) and 2858 women (mean age 60.0 years) from the population study Tromsø 6. Associations were assessed by variance analysis and multivariable logistic regression of odds to have abnormal ALT. Risk factors included body mass index (BMI), waist-to-hip-ratio, blood pressure, lipids, glucose, glycated haemoglobin and high-sensitive C-reactive protein (CRP). Results Abnormal elevated ALT was detected in 113 men (4.4%) and 188 women (6.6%). Most CVD risk factors associated positively with ALT in both sexes except systolic blood pressure and CRP (women only), while ALT was positively associated with age in men when adjusted for CVD risk factors, P < 0.001. BMI predicted ALT in men (OR 0.94; 95% CI 0.88–1.00, P = 0.047) and women (OR 0.90; 95% CI 0.86–0.95, P < 0.001). A linear inversed association between age and ALT in men and a non-linear inversed U-trend in women with maximum level between 60 and 64 years were found. Conclusion This study confirms a positive relationship between ALT and CVD risk factors, particularly BMI. Age is not a major confounder in the ALT-CVD relationship, but separate sex-analyses is recommended in such studies.
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Affiliation(s)
- Svein Ivar Bekkelund
- Department of Clinical Medicine, UiT - The Arctic University of Norway, 9037, Tromsø, Norway. .,Department of Neurology, University Hospital of North Norway, 9038, Tromsø, Norway.
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Claus M, Antoni C, Hofmann B. Factors associated with elevated alanine aminotransferase in employees of a German chemical company: results of a large cross-sectional study. BMC Gastroenterol 2021; 21:25. [PMID: 33422007 PMCID: PMC7797104 DOI: 10.1186/s12876-021-01601-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 01/04/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND We aimed to determine the prevalence of elevated alanine aminotransferase (eALT) in employees of a German chemical company, and analyze its association with sociodemographic, work- and lifestyle-related factors. METHODS The cross-sectional study is based on data surveyed from occupational health check-ups between 2013 and 2018 at the site clinic of a chemical company based in Ludwigshafen, Germany. We used logistic regression analyses to assess the association between sociodemographic, work- and lifestyle-related characteristics and eALT. Quantile regression technique was applied to investigate if associations vary across different quantiles of the ALT distribution. RESULTS Participants (n = 15,348) were predominantly male (78.3%) with a mean age of 42.2 years (SD 10.7). The prevalence of eALT was 18.5% (21.6% in men/7.2% in women) with a geometric mean of 28.9 U/L (32.8 U/L in men/18.5 U/L in women). In the multivariable logistic regression model, odds of eALT were significantly higher for males (OR 2.61; 95%-CI 2.24-3.05), manual workers (OR 1.23; 95%-CI 1.06-1.43), overweight (OR 2.66; 95%-CI 2.36-3.00) or obese respondents (e.g. OR 7.88; 95%-CI 5.75-10.80 for obesity class III), employees who consume any number of alcoholic drinks/week (e.g. OR 1.32; 95%-CI 1.16-1.49 for ≥ 3 drinks per week) and diabetics (OR 1.47; 95%-CI 1.22-1.78). Additionally, season of participation was significantly associated with eALT, with odds being higher for participation in spring, fall or winter, as compared to summer. A significant interaction between age and gender (pInteraction < 0.001) was found, showing approximately a u-shaped age/ALT relationship in women and an inversely u-shaped relationship in men. Quantile regression showed an increasing positive effect of male gender, overweight/obesity, and for diabetics on ALT level when moving from the lowest (q0.1) to the highest (q0.9) considered quantile. Additionally, from the lowest to the highest quantile an increasing negative effect on ALT for older age was observed. CONCLUSIONS Prevalence of eALT in our sample of employees can be considered as high, with almost one in five participants affected. Identification of risk groups allows the implementation of targeted preventive measures in order to avoid transition to severe morbidity.
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Affiliation(s)
- Matthias Claus
- Corporate Health Management, ESG/CS - H308, BASF SE, 67056, Ludwigshafen am Rhein, Germany.
| | - Christoph Antoni
- Department of Medicine II, University Medical Center Mannheim, Medical Faculty Mannheim, Heidelberg University, 68167, Mannheim, Germany
| | - Bernd Hofmann
- Corporate Health Management, ESG/CS - H308, BASF SE, 67056, Ludwigshafen am Rhein, Germany
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Lin YP, Tsai KZ, Chang CY, Su FY, Han CL, Lin GM. Tobacco Smoking and Association between Betel Nut Chewing and Metabolic Abnormalities Among Military Males: The CHIEF Study. Endocr Metab Immune Disord Drug Targets 2021; 21:298-304. [PMID: 32811419 DOI: 10.2174/1871530320999200818164616] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/17/2020] [Accepted: 07/21/2020] [Indexed: 11/22/2022]
Abstract
AIM To investigate the effect of smoking and alcohol intake on the association between betel nut chewing and each metabolic abnormality. BACKGROUND Betel nut chewing has been associated with metabolic syndrome. OBJECTIVE Whether the association is affected by tobacco or alcohol use is not clarified so far. METHODS The authors conducted a cross-sectional study using 6,657 military males, aged 18-50 years in eastern Taiwan in 2013-2014. Metabolic syndrome was defined according to the International Diabetes Federation's ethnic criteria for Asians. The population was classified as non-betel nut chewers (N =5,749), current chewers with both tobacco and alcohol use (N =615), and current chewers without tobacco and/or alcohol use (N =293). Multiple logistic regression analyses were stepwise adjusted for the confounders including alcohol and tobacco use to determine the association of betel chewing with the metabolic abnormalities. RESULTS As compared to the non-current chewers, the current chewers with both tobacco/alcohol use and those without had a higher risk of metabolic syndrome (odds ratios (OR) and 95% confidence intervals: 2.46 (2.00-3.02), and 2.04 (1.53-2.73), respectively) after controlling for age, service specialty, total cholesterol levels ≥200 mg/dL and exercise frequency (model 1). The association did not change much in the two chewing groups after additionally adjusting for alcohol consumption (model 2) (OR: 2.49 (1.99-3.12), and 2.04 (1.52-2.73), respectively), whereas the relationship reduced significantly in the chewers with both tobacco/alcohol use rather than those without after further adjusting for smoking (model 3) (OR: 2.18 (1.71-2.78) and 2.02 (1.51-2.71), respectively). This was in parallel with the pattern for the association of betel nut chewing with serum triglycerides >150 mg/dL in the chewers with both tobacco/alcohol use and those without in model 1 (OR: 2.90 (2.40-3.51) and 1.90 (1.45-2.49), respectively, p =0.011), in model 2 (OR: 2.82 (2.30-3.46) and 1.89 (1.44-2.49), respectively, p =0.040), and in model 3 (2.26 (1.81-2.81) and 1.87 (1.42-2.45), respectively, p =0.76). CONCLUSION Our findings suggest that tobacco smoking but not alcohol intake could increase the relationship of betel nut chewing with metabolic syndrome, which is likely mediated by a synergic effect on increasing serum triglycerides levels.
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Affiliation(s)
- Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu Chi Hospital, New Taipei City, Taiwan
| | - Kun-Zhe Tsai
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Chih-Yu Chang
- Departments of Internal Medicine, Tri-Service General Hospital, Taipei, Taiwan; 5Songshan branch, National Defense Medical Center, Taipei, Taiwan
| | - Fang-Ying Su
- Institute of Statistics, National Chiao Tung University, Hsinchu City, Taiwan
| | - Chih-Lu Han
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Gen-Min Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
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Lin GM, Lu HHS. Electrocardiographic Machine Learning to Predict Left Ventricular Diastolic Dysfunction in Asian Young Male Adults. IEEE ACCESS 2021; 9:49047-49054. [DOI: 10.1109/access.2021.3069232] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
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Lai SW, Tsai KZ, Wang SH, Lin YK, Lin YP, Lin GM. Erythrocyte Indices and Long-Term Blood Pressure Variability in Military Males. Cardiovasc Hematol Disord Drug Targets 2021; 21:217-224. [PMID: 34906064 DOI: 10.2174/1871529x21666211214154545] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/24/2021] [Accepted: 10/21/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUNDS Severe microcytic anemia has been associated with BP changes. AIMS AND OBJECTIVES Whether the erythrocyte indices are associated with long-term BPV is unknown. This study aimed to investigate the association of hemoglobin levels and erythrocyte size with long-term blood pressure variability (BPV) in young males. METHODS This study included 1,112 healthy military males, averaging 32 years of age, in Taiwan. All participants took a measurement of systolic and diastolic BP (SBP and DBP) every two-year from 2012 to 2018 (2012-14, 2014-15, 2015-16, 2016-18). Levels of hemoglobin and mean corpuscular volume (MCV) of erythrocytes were obtained at the first visit. Long-term BPV was assessed by the standard deviation (SD) and average real variability (ARV). Multivariate linear regression analysis with adjustment for the baseline BP levels and other covariates was used to elucidate the association. RESULTS Hemoglobin levels were borderline positively correlated with SD DBP (β and standard errors = 0.016 (0.009), P =0.06). In those with hemoglobin levels of 10.0-13.9 g/dL, hemoglobin was negatively correlated with SDSBP (β= -0.039 (0.018), P =0.03). In contrast, MCV levels were borderline positively correlated with SDSBP (β =0.085 (0.052), P =0.09). In those with MCV levels <80 fL, MCV was positively correlated with SDSBP and ARVSBP (β= 0.445 (0.210) and 0.286 (0.149), p = 0.03 and 0.05, respectively). CONCLUSION There were inconsistent patterns for the associations of erythrocyte indices with longterm BPV. We found a U-shaped relationship of hemoglobin levels with systolic BPV, whereas there was a positive linear relationship of hemoglobin and MCV levels with diastolic BPV, respectively.
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Affiliation(s)
- Shiue-Wei Lai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City 970, Taiwan
| | - Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City 970, Taiwan
| | - Shen-Huei Wang
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City 970, Taiwan
| | - Yu-Kai Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City 970, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi General Hospital New Taipei City 231, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien City 970, Taiwan
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Lin GM, Zeng HC. Electrocardiographic Machine Learning to Predict Mitral Valve Prolapse in Young Adults. IEEE ACCESS 2021; 9:103132-103140. [DOI: 10.1109/access.2021.3098039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
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Su FY, Lin YP, Lin F, Yu YS, Kwon Y, Lu HHS, Lin GM. Comparisons of traditional electrocardiographic criteria for left and right ventricular hypertrophy in young Asian women: The CHIEF heart study. Medicine (Baltimore) 2020; 99:e22836. [PMID: 33080764 PMCID: PMC7572030 DOI: 10.1097/md.0000000000022836] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/10/2020] [Accepted: 09/19/2020] [Indexed: 12/28/2022] Open
Abstract
The performance of electrocardiographic (ECG) voltage criteria to identify left and right ventricular hypertrophy (LVH and RVH) in young Asian female adults have not been clarified so far.In a sample of 255 military young female adults, aged 25.2 years on average, echocardiographic LVH was respectively defined as the left ventricular mass (LVM) indexed by body surface area (BSA) (≥88 g/m) and by height (≥41 g/m), and RVH was defined as anterior right ventricular wall thickness >5.2 mm. The performance of ECG voltage criteria for the echocardiographic LVH and RVH were assessed by area under curve (AUC) of receiver operating characteristic (ROC) curve to estimate sensitivity and specificity.For the Sokolow-Lyon (the maximum of SV1 or SV2 + RV5 or RV6) and Cornell (RaVL + SV3) voltage criteria with the LVM/BSA ≥88 g/m, the AUC of ROC curves were 0.66 (95% confidence intervals [CI]: 0.52-0.81, P = .039) and 0.61 (95% CI: 0.44-0.77, P = .18), respectively. For these 2 ECG voltage criteria with the LVM/height ≥41 g/m, the AUC of ROC curves were 0.64 (95% CI: 0.52-0.75, P = 0.11) and 0.73 (95% CI: 0.61-0.85, P = 0.0074), respectively. The best cut-off points selected for the Sokolow-Lyon and Cornell voltage criteria with echocardiographic LVH in young Asian females were 26 mm and 6 mm, respectively. In contrast, all the AUC of ROC curves were less than 0.60 and not significant according to the Sokolow-Lyon (the maximum of RV1 + SV5 or V6) and Myers' voltage criteria (eg, the voltage of R wave in V1 and the ratios of R/S in V1, V5 and V6) with echocardiographic RVH.There was a suggestion that the ECG voltage criteria to screen the presence of LVH should be adjusted for the young Asian female adults, and with regard to RVH, the ECG voltage criteria were found ineffective.
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Affiliation(s)
- Fang-Ying Su
- Institute of Statistics, National Chiao Tung University, Hsinchu City
- Biotechnology R&D Center, National Taiwan University Hospital Hsinchu Branch, Hsinchu County
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu Chi Hospital, New Taipei
| | - Felicia Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Yun-Shun Yu
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Younghoon Kwon
- Department of Medicine, University of Washington, Seattle, WA
| | | | - Gen-Min Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei, Taiwan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
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Liu PY, Lin YK, Chen KW, Tsai KZ, Lin YP, Takimoto E, Lin GM. Association of Liver Transaminase Levels and Long-Term Blood Pressure Variability in Military Young Males: The CHIEF Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:6094. [PMID: 32825751 PMCID: PMC7504620 DOI: 10.3390/ijerph17176094] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 08/19/2020] [Accepted: 08/19/2020] [Indexed: 12/14/2022]
Abstract
Background: An inverse relationship of serum liver transaminases and mortality might be due to better blood pressure control in hypertensive patients. Whether it holds true regarding such an association for long-term blood pressure variability (BPV) in those without antihypertensive therapy is unclear. Methods: A population of 1112 military males without antihypertensive medications, aged 32 years, was collected from a retrospective longitudinal study in Taiwan. Serum liver aspartate and alanine transaminase (AST and ALT) levels were obtained from a 12 h-fast blood sample of each participant. BPV was assessed by standard deviation (SD) and average real variability (ARV) of systolic and diastolic blood pressure (SBP and DBP), respectively across 4 visits during the study period (2012-2014, 2014-2015, 2015-2016, and 2016-2018). Multivariable linear regression analysis was utilized to determine the association adjusting for demographics, anthropometric indexes, SBP, DBP, and lipid profiles. Results: In the unadjusted model, ALT was significantly and positively correlated with SDDBP and ARVDBP (β (standard errors) = 0.36 (0.16) and 0.24 (0.12), respectively), and so was AST (β = 0.19 (0.08) and 0.14 (0.06), respectively). All the associations were insignificant with adjustments. However, ALT was significantly and negatively correlated with SDSBP and ARVSBP (β = -0.35 (0.14) and -0.25 (0.11), respectively) and so was AST (β = -0.14 (0.07) and -0.12 (0.06), respectively) with adjustments. Conclusion: Our findings suggested that serum liver transaminases were negatively correlated with long-term systolic BPV in young male adults without antihypertensive therapy, and the clinical relevance needs further investigations.
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Affiliation(s)
- Pang-Yen Liu
- Department of Cardiovascular Medicine, School of Medicine, University of Tokyo, Tokyo 113-0033, Japan; (P.-Y.L.); (E.T.)
- Department of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Kai Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 971, Taiwan; (Y.-K.L.); (K.-W.C.); (K.-Z.T.)
- Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Kai-Wen Chen
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 971, Taiwan; (Y.-K.L.); (K.-W.C.); (K.-Z.T.)
| | - Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 971, Taiwan; (Y.-K.L.); (K.-W.C.); (K.-Z.T.)
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi General Hospital, New Taipei City 231, Taiwan;
| | - Eiki Takimoto
- Department of Cardiovascular Medicine, School of Medicine, University of Tokyo, Tokyo 113-0033, Japan; (P.-Y.L.); (E.T.)
| | - Gen-Min Lin
- Department of Internal Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei 114, Taiwan
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 971, Taiwan; (Y.-K.L.); (K.-W.C.); (K.-Z.T.)
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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Lin KH, Chen YJ, Yang SN, Liu MW, Kao CC, Nagamine M, Vermetten E, Lin GM. Association of Psychological Stress with Physical Fitness in a Military Cohort: The CHIEF Study. Mil Med 2020; 185:e1240-e1246. [PMID: 32239167 DOI: 10.1093/milmed/usz469] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Psychological stress is associated with sedentary behavior, which may impair exercise performance. The aim of our study was to examine the association between psychological stress and physical fitness in military personnel. METHOD A military cohort of 4080 subjects in Taiwan was used for the analysis. The Brief Symptoms Rating Scale (BSRS-5) includes items of anxiety, depression, hostility, interpersonal sensitivity, and insomnia measured by a five-point Likert-type scale of 0-4. Psychological stress was defined as normal (n = 3657), slight (n = 314), and great (n = 109) by BSRS-5 score ≤5, 6-9, and ≥10, respectively. Aerobic fitness and anaerobic fitness were evaluated by the time of 3000-meter running and the numbers of 2-min sit-ups and 2-min push-ups, respectively. Multiple linear and logistic regression analyses were used to determine the relationship. RESULTS As compared with normal stress, slight and great stress were positive dose-dependently correlated with 3000-meter running time (β = 9.09 and 14.44; P = 0.0032 and 0.048, respectively) after adjusting for age, sex, service specialty, body mass index, systolic blood pressure, cigarette smoking, alcohol intake, hemoglobin levels, and exercise frequency. Similarly, those with slight stress were more likely to be the worst 10% performers in the 3000-meter run test relative to the normal individuals (odds ratio and 95% confidence intervals: 1.50, 1.00-2.24). By contrast, there was no relationship of psychological stress with the numbers of 2-min sit-ups and 2-min push-ups. CONCLUSIONS Our findings suggest that the presence of higher psychological stress on military personnel may reduce their cardiorespiratory fitness but not affect the anaerobic fitness.
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Affiliation(s)
- Ko-Huan Lin
- Department of Psychiatry, Hualien Armed Forces General Hospital, Hualien Taiwan
| | - Yu-Jung Chen
- Department of Psychiatry, Hualien Armed Forces General Hospital, Hualien Taiwan
| | - Szu-Nian Yang
- Departments of Psychiatry, Tri-Service General Hospital Beitou Branch, National Defense Medical Center, Taipei, Taiwan
| | - Ming-Wei Liu
- Medical Affairs Bureau, Ministry of National Defense, Taipei, Taiwan
| | - Chung-Cheng Kao
- Medical Affairs Bureau, Ministry of National Defense, Taipei, Taiwan
- Department of Emergency Medicine, Taoyuan Armed Forces General Hospital, Taoyuan, Taiwan
| | - Masanori Nagamine
- Division of Behavioral Science, National Defense Medical College Research Institute, 3-2 Namiki, Tokorozawa, Saitama 359-8513 Japan
| | - Eric Vermetten
- Military Mental Health Research Centre, Ministry of Defense, Utrecht, Netherlands
- Rudolf Magnus Institute of Neuroscience, Department of Psychiatry, University Medical Center Utrecht, Utrecht, Netherlands
- Department of Psychiatry, Leiden University Medical Center, Leiden, Netherlands
- Arq, Psychotrauma Expert Group, Diemen, Netherlands
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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Fan CH, Lin SC, Tsai KZ, Wu TJ, Lin YP, Lin YK, Lu SC, Han CL, Lin GM. Association of Single Measurement of dipstick proteinuria with physical performance of military males: the CHIEF study. BMC Nephrol 2020; 21:287. [PMID: 32682415 PMCID: PMC7368697 DOI: 10.1186/s12882-020-01948-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 07/13/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Proteinuria, a marker of kidney injury, may be related to skeletal muscle loss. Whether the severity of proteinuria is associated with physical performance is unclear. METHODS We examined the association of proteinuria severity with physical performance cross-sectionally in 3357 military young males, free of chronic kidney disease, from the cardiorespiratory fitness and hospitalization events in armed Forces (CHIEF) study in Taiwan. The grades of proteinuria were classified according to one dipstick urinalysis which were collected at morning after an 8-h fast as unremarkable (0, +/-, and 1+), moderate (2+) and severe (3+ and 4+). Aerobic physical performance was evaluated by time for a 3000-m run and anaerobic physical performance was evaluated by numbers of 2-min sit-ups and 2-min push-ups, separately. Multiple linear regressions were used to determine the relationship. RESULTS As compared with unremarkable proteinuria, moderate and severe proteinuria were dose-dependently correlated with 3000-m running time (β: 4.74 (95% confidence intervals (CI): - 0.55, 10.02) and 7.63 (95% CI: 3.21, 12.05), respectively), and inversely with numbers of 2-min push-ups (β = - 1.13 (- 1.97, - 0.29), and - 1.00 (- 1.71, - 0.28), respectively) with adjustments for age, service specialty, body mass index, blood pressure, alcohol intake, smoking, fasting plasma glucose, blood urea nitrogen, serum creatinine and physical activity. However, there was no association between proteinuria severity and 2-min sit-ups. CONCLUSIONS Our findings show a relationship of dipstick proteinuria with aerobic physical performance and parts of anaerobic physical performance in military healthy males. This mechanism is not fully understood and requires further investigations.
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Affiliation(s)
- Chia-Hao Fan
- Department of Nursing, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Ssu-Chin Lin
- Department of Nursing, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, No. 163, Jiali Rd., Xincheng Township, Hualien, 97144, Taiwan
| | - Tsung-Jui Wu
- Department of Medicine, Hualien Armed Forces General Hospital, No. 163, Jiali Rd., Xincheng Township, Hualien, 97144, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu Chi Hospital, New Taipei, Taiwan
| | - Yu-Kai Lin
- Department of Medicine, Hualien Armed Forces General Hospital, No. 163, Jiali Rd., Xincheng Township, Hualien, 97144, Taiwan
- Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Shao-Chi Lu
- Department of Medicine, Hualien Armed Forces General Hospital, No. 163, Jiali Rd., Xincheng Township, Hualien, 97144, Taiwan
| | - Chih-Lu Han
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, No. 163, Jiali Rd., Xincheng Township, Hualien, 97144, Taiwan.
- Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
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Lin GM, Nagamine M, Yang SN, Tai YM, Lin C, Sato H. Machine Learning Based Suicide Ideation Prediction for Military Personnel. IEEE J Biomed Health Inform 2020; 24:1907-1916. [PMID: 32324581 DOI: 10.1109/jbhi.2020.2988393] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Military personnel have greater psychological stress and are at higher suicide attempt risk compared with the general population. High mental stress may cause suicide ideations which are crucially driving suicide attempts. However, traditional statistical methods could only find a moderate degree of correlation between psychological stress and suicide ideation in non-psychiatric individuals. This article utilizes machine learning techniques including logistic regression, decision tree, random forest, gradient boosting regression tree, support vector machine and multilayer perceptron to predict the presence of suicide ideation by six important psychological stress domains of the military males and females. The accuracies of all the six machine learning methods are over 98%. Among them, the multilayer perceptron and support vector machine provide the best predictions of suicide ideation approximately to 100%. As compared with the BSRS-5 score ≥7, a conventional criterion, for the presence of suicide ideation ≥1, the proposed algorithms can improve the performances of accuracy, sensitivity, specificity, precision, the AUC of ROC curve and the AUC of PR curve up to 5.7%, 35.9%, 4.6%, 65.2%, 4.3% and 53.2%, respectively; and for the presence of more severely intense suicide ideation ≥2, the improvements are 6.1%, 26.2%, 5.8%, 83.5%, 2.8% and 64.7%, respectively.
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Lin YK, Liu PY, Fan CH, Tsai KZ, Lin YP, Lee JM, Lee JT, Lin GM. Metabolic biomarkers and long-term blood pressure variability in military young male adults. World J Clin Cases 2020; 8:2246-2254. [PMID: 32548155 PMCID: PMC7281053 DOI: 10.12998/wjcc.v8.i11.2246] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 05/13/2020] [Accepted: 05/21/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Metabolic syndrome is a cluster of cardiovascular risk factors, including central obesity, high blood pressure, elevated plasma glucose, reduced high-density lipoprotein and elevated triglyceride levels. AIM To investigate the relationship between metabolic biomarkers and long-term blood pressure variability (BPV) in young males. METHODS A cohort of 1112 healthy military males aged 18-40 years from the cardiorespiratory fitness and hospitalization events in armed forces study in eastern Taiwan was prospectively included. The following metabolic biomarkers were used: Waist circumference, serum uric acid (SUA), triglycerides, high density lipoprotein, triglycerides, and fasting glycose. BPV was assessed by average real variability (ARV) and standard deviation (SD) across 4 clinic visits during the study period (2012-14, 2014-15, 2015-16, and 2016-18). Multivariable linear regression analysis was used to determine the association after adjusting for age, body mass index, systolic and diastolic blood pressure (SBP and DBP), lipid profiles, physical activity, alcohol intake and tobacco smoking status. RESULTS In the unadjusted model, waist circumference was significantly and positively correlated with ARVDBP and SDDBP [β (standard errors) = 0.16 (0.049) and 0.22 (0.065), respectively], as was SUA [β = 0.022 (0.009) and 0.038 (0.012), respectively]. High-density lipoprotein was negatively correlated with ARVSBP [β = -0.13 (0.063)]. There were no associations with the other metabolic biomarkers. In contrast, only SUA was significantly correlated with SDSBP and SDDBP [β = 0.019 (0.011) and 0.027 (0.010), respectively] in the adjusted model. CONCLUSION Our findings showed that of traditional metabolic biomarkers, SUA had the strongest positive correlation with long-term systolic and diastolic BPV in young male adults, and the clinical relevance needs further investigation.
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Affiliation(s)
- Yu-Kai Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 970, Taiwan
- Departments of Neurology, Tri-Service General Hospital, and Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 114, Taiwan
| | - Pang-Yen Liu
- Department of Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei 114, Taiwan
| | - Chia-Hao Fan
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 970, Taiwan
| | - Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 970, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi General Hospital, New Taipei City 231, Taiwan
| | - Ju-Mi Lee
- Department of Preventive Medicine, Eulji College of Medicine, Daejeon 34824, South Korea
| | - Jiunn-Tay Lee
- Departments of Neurology, Tri-Service General Hospital, and Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 114, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien 970, Taiwan
- Department of Medicine, Tri-Service General Hospital and National Defense Medical Center, Taipei 114, Taiwan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States
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Lin GM, Lu HHS. A 12-Lead ECG-Based System With Physiological Parameters and Machine Learning to Identify Right Ventricular Hypertrophy in Young Adults. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2020; 8:1900510. [PMID: 32509473 PMCID: PMC7269457 DOI: 10.1109/jtehm.2020.2996370] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 05/07/2020] [Accepted: 05/14/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVE The presence of right ventricular hypertrophy (RVH) accounts for approximately 5-10% in young adults. The sensitivity estimated by commonly used 12-lead electrocardiographic (ECG) criteria for identifying the presence of RVH is under 20% in the general population. The aim of this study is to develop a 12-lead ECG system with the related information of age, body height and body weight via machine learning to increase the sensitivity and the precision for detecting RVH. METHOD In a sample of 1,701 males, aged 17-45 years, support vector machine is used for the training of 31 parameters including age, body height and body weight in addition to 28 ECG data such as axes, intervals and wave voltages as the inputs to link the output RVH. The RVH is defined on the echocardiographic finding for young males as right ventricular anterior wall thickness > 5.5 mm. RESULTS On the system goal for increasing sensitivity, the specificity is controlled around 70-75% and all data tested in the proposed method show competent sensitivity up to 70.3%. The values of area under curve of receiver operating characteristic curve and precision-recall curve using the proposed method are 0.780 and 0.285, respectively, which are better than 0.518 and 0.112 using the Sokolow-Lyon voltage criterion, respectively, for detecting unspecific RVH. CONCLUSION We present a method using simple physiological parameters with ECG data to effectively identify more than 70% of the RVH among young adults. Clinical Impact: This system provides a fast, precise and feasible diagnosis tool to screen RVH.
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Affiliation(s)
- Gen-Min Lin
- Department of Preventive MedicineFeinberg School of MedicineNorthwestern UniversityChicagoIL60611USA
- Department of MedicineHualien Armed Forces General HospitalHualien97144Taiwan
- Department of MedicineTri-Service General Hospital, National Defense Medical CenterTaipei11490Taiwan
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Lin GM, Liu K. An Electrocardiographic System With Anthropometrics via Machine Learning to Screen Left Ventricular Hypertrophy among Young Adults. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2020; 8:1800111. [PMID: 32419990 PMCID: PMC7224269 DOI: 10.1109/jtehm.2020.2990073] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 02/25/2020] [Accepted: 04/06/2020] [Indexed: 12/12/2022]
Abstract
The prevalence of physiological and pathological left ventricular hypertrophy (LVH) among young adults is about 5%. A use of electrocardiographic (ECG) voltage criteria and machine learning for the ECG parameters to identify the presence of LVH is estimated only 20-30% in the general population. The aim of this study is to develop an ECG system with anthropometric data using machine learning to increase the accuracy and sensitivity for a screen of LVH. In a large sample of 2,196 males, aged 17-45 years, the support vector machine (SVM) classifier is used as the machine learning method for 31 characteristics including age, body height and body weight in addition to 28 ECG parameters such as axes, intervals and voltages to link the output of LVH. The diagnosis of LVH is based on the echocardiographic criteria for young males to be 116 gram/meter2 (left ventricular mass (LVM)/body surface area) or 49 gram/meter2.7 (LVM/body height2.7). On the purpose of increasing sensitivity, the specificity is adjusted around 70-75% and all data tested in proposed model reveal high sensitivity to 86.7%. The area under curve (AUC) of the Precision-Recall (PR) curve is 0.308 in the proposed model which is better than 0.109 and 0.077 using Cornell and Sokolow-Lyon voltage criteria for LVH, respectively. Our system provides a novel screening tool using age, body height, body weight and ECG data to identify most of the LVH among young adults. It provides a fast, accurate and practical diagnosis tool to identify LVH.
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Affiliation(s)
- Gen-Min Lin
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL60611USA
- Department of MedicineHualien Armed Forces General HospitalHualien97144Taiwan
- Tri-Service General HospitalNational Defense Medical CenterTaipei11490Taiwan
| | - Kiang Liu
- Department of Preventive MedicineNorthwestern University Feinberg School of MedicineChicagoIL60611USA
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Chung PS, Tsai KZ, Lin YP, Lin YK, Lin GM. Association between Leukocyte Counts and Physical Fitness in Male Military Members: The CHIEF Study. Sci Rep 2020; 10:6082. [PMID: 32269281 PMCID: PMC7142135 DOI: 10.1038/s41598-020-63147-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 03/21/2020] [Indexed: 01/30/2023] Open
Abstract
Low-grade inflammation, which is related to obesity and toxic substance use in young adults, may be associated with poor physical fitness. We investigated the association between total leukocyte count and physical fitness in a military cohort of 3,453 healthy young Taiwanese males aged 20-50 years in a cross-sectional study in 2014. Low-grade inflammation was defined according to equally sized quartiles of total leukocyte counts within the suggested normal limits (4.00-9.99 × 103/mm3). Aerobic fitness was assessed by the time for a 3-kilometer run test, and anaerobic fitness was evaluated by the numbers of sit-ups and push-ups performed in 2 minutes. Automatic monitoring systems were used to verify the scores for all procedures. Multiple linear regression was utilized to identify the associations among variables. When compared with the lowest counts (4.00-5.49 × 103/mm3), the second highest (6.50-7.49 × 103/mm3) and highest normal leukocyte counts (7.50-9.99 × 103/mm3) were correlated with longer times for a 3-kilometer run (β and 95% confidence intervals =4.93 (1.61, 8.25) and 4.65 (2.20, 7.10), respectively) and fewer numbers of push-ups performed in 2 minutes (β = -0.59 (-1.15, -0.03) and -0.56 (-0.96, -0.17), respectively), after adjustments for age, service specialty, waist circumference, body mass index, alcohol consumption, tobacco smoking, and physical activity. However, the association with 2-minute sit-ups was null. Our study suggested an inverse association between total leukocyte count and not only aerobic fitness but also parts of anaerobic fitness in young males. The temporal association needs confirmation in longitudinal studies.
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Affiliation(s)
- Pei-Shou Chung
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Kun-Zhe Tsai
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Taipei Tzu-Chi Hospital, New Taipei, Taiwan
| | - Yu-Kai Lin
- Departments of Neurology and Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan.
- Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
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Su FY, Wang SH, Lu HHS, Lin GM. Association of Tobacco Smoking with Physical Fitness of Military Males in Taiwan: The CHIEF Study. Can Respir J 2020; 2020:5968189. [PMID: 31998426 PMCID: PMC6969999 DOI: 10.1155/2020/5968189] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 11/12/2019] [Accepted: 11/30/2019] [Indexed: 12/12/2022] Open
Abstract
Tobacco smoking has been found associated with lower cardiorespiratory fitness in white and black males; however, few studies have not been conducted to clarify such relationship in Asian males. We performed a cross-sectional study to investigate the association between tobacco smoking status and physical fitness in 3,669 military males, averaged 29.4 years of age, from the cardiorespiratory fitness and hospitalization events in armed forces (CHIEF) study in Taiwan during 2014. There were 1,376 current smokers, and the others were noncurrent smokers. The effective sample size estimated was 1,230 participants, as the margin of error was ±3% at the 99% confidence level. Physical fitness was evaluated by time for a 3000-meter run test (aerobic fitness) and repetitive numbers of 2-minute sit-ups and 2-minute push-ups (anaerobic fitness) where all procedures were standardized by using computerized scoring systems. A multiple linear analysis adjusting for age, service specialty, body mass index, heart rate, alcohol intake, and training frequency was used to determine the relationship. As compared with noncurrent smoking, current smoking was inversely correlated with longer time for a 3000-meter run (β = 15.66 (95% confidence intervals (CI): 10.62, 20.70)) and fewer repetitive numbers of 2-minute sit-ups and 2-minute push-ups (β = -1.53 (95% CI: -2.08, -0.97) and -1.31 (95% CI: -2.12, -0.50), respectively). Our finding reconfirms the concept that tobacco smoking might reduce both aerobic and anaerobic fitness among young Asian males.
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Affiliation(s)
- Fang-Ying Su
- Institute of Statistics, National Chiao Tung University, Hsinchu City, Taiwan
- Biotechnology R&D Center, National Taiwan University Hospital Hsinchu Branch, Hsinchu 300, Taiwan
| | - Sheng-Huei Wang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | | | - Gen-Min Lin
- Department of Internal Medicine, Hualien Armed Forces General Hospital, Hualien County, Taiwan
- Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
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Ko NY, Lo YTC, Huang PC, Huang YC, Chang JL, Huang HB. Changes in insulin resistance mediate the associations between phthalate exposure and metabolic syndrome. ENVIRONMENTAL RESEARCH 2019; 175:434-441. [PMID: 31158561 DOI: 10.1016/j.envres.2019.04.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Revised: 04/19/2019] [Accepted: 04/20/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Information on the relationships between phthalate exposure, insulin resistance, and metabolic syndrome (MetS) in younger adults is limited. It is still unclear whether changes in insulin resistance represent an intermediate biological mechanism linking phthalate exposure and MetS. OBJECTIVE To investigate the associations between cumulative risk of phthalates (such as daily intake [DI] and hazard index [HI]), insulin resistance, and MetS in younger adults and to examine the mediating role of insulin resistance in the associations between phthalate exposure and MetS. METHODS Urinary phthalate metabolite levels, insulin resistance (by using the Homeostatic Model Assessment of estimated Insulin Resistance [HOMA-IR]), and MetS status were determined in 435 military personnel in Taiwan. We estimated the DI of five phthalates: dimethyl phthalate (DMP), diethyl phthalate, dibutyl phthalate, benzyl butyl phthalate (BBzP), and di (2-ethylhexyl) phthalate and the HI based on urinary phthalate metabolite levels. Cross-sectional associations between DI and HI, HOMA-IR, and the indicators of MetS were explored using logistic regression models. Mediation analysis was conducted to assess the role of insulin resistance in the associations between phthalate exposure and MetS. RESULTS Higher DIDMP was associated with an increased odds of high HOMA-IR and MetS (odds ratio [OR], 1.686; 95% confidence interval [CI], 1.079-2.634 for high HOMA-IR; OR, 2.329; 95% CI, 1.263-4.295 for MetS). The mediation analysis indicated that 43% of the association between higher DIDMP and MetS was mediated by HOMA-IR. Higher DIBBzP and HI were associated with an increased odds of abdominal obesity (OR, 1.816; 95% CI, 1.180-2.797 for the high DIBBzP group; OR, 1.700, 95% CI, 1.105-2.614 for the high HI groups). CONCLUSIONS Exposure to environmental phthalates may be positively associated with insulin resistance and MetS. Insulin resistance may mediate these associations between exposure to certain phthalates and MetS.
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Affiliation(s)
- Nai-Yueh Ko
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Yuan-Ting C Lo
- School of Public Health, National Defense Medical Center, Taipei, Taiwan
| | - Po-Chin Huang
- National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli and Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
| | - Yi-Chen Huang
- Department of Nutrition, China Medical University, Taichung, Taiwan
| | - Junn-Liang Chang
- Department of Pathology & Laboratory Medicine, Taoyuan Armed Forces General Hospital, Taoyuan, Taiwan
| | - Han-Bin Huang
- School of Public Health, National Defense Medical Center, Taipei, Taiwan.
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Lin JW, Tsai KZ, Chen KW, Su FY, Li YH, Lin YP, Han CL, Lin F, Lin YK, Hsieh CB, Lin GM. Sex-Specific Association Between Serum Uric Acid and Elevated Alanine Aminotransferase in a Military Cohort: The CHIEF Study. Endocr Metab Immune Disord Drug Targets 2019; 19:333-340. [PMID: 30499423 DOI: 10.2174/1871530319666181129163802] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2018] [Revised: 08/27/2018] [Accepted: 08/28/2018] [Indexed: 01/05/2023]
Abstract
AIM The study was conducted in order to examine the sex-specific association of serum uric acid (SUA) levels with elevated serum alanine aminotransferase (ALT) in a Taiwanese military cohort. METHODS We made a cross-sectional examination of the sex-specific relationship using 6728 men and 766 women, aged 18-50 years from a large military cohort in Taiwan. SUA levels within the reference range (<7.0 mg/dL for men and <5.7 mg/dL for women respectively) were divided into quartiles and SUA levels greater than the upper reference limits were defined as hyperuricemia. Elevated ALT levels were defined as ≥40 U/L. Multivariate logistic regression analysis was performed to determine the association between each SUA category and elevated ALT levels in men and women, respectively. RESULTS The prevalence of hyperuricemia and elevated ALT in men were 18.7% and 12.7%, respectively, and in women were 3.3% and 2.1%, respectively. As compared with the lowest SUA quartile, hyperuricemia was associated with elevated ALT in men (odds ratios (OR): 1.62, 95% confidence intervals (CI): 1.19-2.20) after controlling for age, service specialty, body mass index, metabolic syndrome components, current cigarette smoking, alcohol intake status, and weekly exercise times, but the associations for the other SUA quartiles were null. By contrast, the associations of hyperuricemia (OR: 0.81, 95% CI: 0.10-6.64) and the other SUA quartiles with elevated ALT were null in women. CONCLUSION Our findings suggest that the relationship between each SUA level and elevated ALT may differ by sex among military young adults. The mechanism for the sex difference requires further investigations.
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Affiliation(s)
- Jia-Wei Lin
- Department of Dentistry, National Yang-Ming University, Taipei, Taiwan
| | - Kun-Zhe Tsai
- Division of Dentistry Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Kai-Wen Chen
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Fang-Ying Su
- Biotechnology R&D Center, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
| | - Yi-Hwei Li
- Department of Public Health, Tzu Chi University, Hualien, Taiwan
| | - Yen-Po Lin
- Department of Critical Care Medicine, Buddhist Tzu Chi General Hospital, Taipei branch, New Taipei City, Taiwan
| | - Chih-Lu Han
- Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Felicia Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
| | - Yu-Kai Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Chung-Bao Hsieh
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Gen-Min Lin
- Department of Medicine, Hualien Armed Forces General Hospital, Hualien, Taiwan
- Departments of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
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Arrifano GPF, Alvarez-Leite JI, Souza-Monteiro JR, Augusto-Oliveira M, Paraense R, Macchi BM, Pinto A, Oriá RB, do Nascimento JLM, Crespo-Lopez ME. In the Heart of the Amazon: Noncommunicable Diseases and Apolipoprotein E4 Genotype in the Riverine Population. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:E1957. [PMID: 30205523 PMCID: PMC6165059 DOI: 10.3390/ijerph15091957] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Revised: 07/31/2018] [Accepted: 08/07/2018] [Indexed: 02/07/2023]
Abstract
The Amazon River basin is the largest tropical forest in the world. Most of the Amazon belongs to Brazil, a developing country that currently faces huge challenges related to the consolidation of its universal healthcare system. Noncommunicable diseases (NCDs) are the leading cause of death in Brazil, accounting for 74% of all deaths, and NCDs are probably underestimated in Amazonian population because of their geographical isolation and the precariousness of riverine communities. Important risk factors, such as genetic susceptibility, remain undetermined in the riverine population. This study performed fasting blood sugar (FBS) and blood pressure measurements and investigated the presence of the ε4 allele of apolipoprotein E (APOE4) to determine the prevalence of diabetes, hypertension and the genetic risk of NCDs. FBS and APOE4 were measured in blood samples from 763 participants using spectrometry and real-time PCR; 67.5% showed altered measurements, and 57.9% had never been diagnosed or treated. Altered FBS was found in 28.3% of the participants, hypertension in 57.6% and APOE4 in 32.0%. The health profile of the riverine population appears to differ from that of urban population in the Amazon. Additional risk factors for NCDs, such as environmental contamination and nutritional transition, may contribute more than increased genetic susceptibility to the prevalence of altered FBS and hypertension. Our results will help guide the development of preventive strategies and governmental actions for more effective management of NCDs in the Amazon area.
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Affiliation(s)
- Gabriela P F Arrifano
- Laboratório de Farmacologia Molecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - Jacqueline I Alvarez-Leite
- Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte 31270-90, Brazil.
| | - José Rogério Souza-Monteiro
- Laboratório de Farmacologia Molecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - Marcus Augusto-Oliveira
- Laboratório de Investigações em Neurodegeneração e Infecção (Hospital Universitário João de Barros Barreto), Universidade Federal do Pará, Belém 66063-023, Brazil.
| | - Ricardo Paraense
- Laboratório de Farmacologia Molecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - Barbarella M Macchi
- Laboratório de Neuroquímica e Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - André Pinto
- Laboratório de Análises Clínicas, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - Reinaldo B Oriá
- Laboratório da Biologia da Cicatrização, Ontogenia e Nutrição de Tecidos, Departamento de Morfologia e Instituto de Biomedicina, Escola de Medicina, Universidade Federal do Ceará, Fortaleza 60430-160, Brazil.
| | - José Luiz Martins do Nascimento
- Laboratório de Neuroquímica e Biologia Celular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
| | - Maria Elena Crespo-Lopez
- Laboratório de Farmacologia Molecular, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém 66075-110, Brazil.
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