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He B, Li Z, Xu L, Liu L, Wang S, Zhan S, Song Y. Upper arm length and knee height are associated with diabetes in the middle-aged and elderly: evidence from the China Health and Retirement Longitudinal Study. Public Health Nutr 2023; 26:190-198. [PMID: 35581171 PMCID: PMC11077445 DOI: 10.1017/s1368980022001215] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/23/2022] [Accepted: 04/01/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To determine if limb lengths, as markers of early life environment, are associated with the risk of diabetes in China. DESIGN We performed a cohort analysis using data from the China Health and Retirement Longitudinal Study (CHARLS), and multivariable-adjusted Cox proportional hazard regression models were used to examine the associations between baseline limb lengths and subsequent risk of diabetes. SETTING The CHARLS, 2011-2018. PARTICIPANTS The study confined the eligible subject to 10 711 adults aged over 45 years from the CHARLS. RESULTS During a mean follow-up period of 6·13 years, 1358 cases of incident diabetes were detected. When controlling for potential covariates, upper arm length was inversely related to diabetes (hazard ratio (HR) 0·95, 95 % CI (0·91, 0·99), P = 0·028), and for every 1-cm difference in knee height, the risk of diabetes decreased by about 4 % (HR 0·96, 95 % CI (0·93, 0·99), P = 0·023). The association between upper arm length and diabetes was only significant among females while the association between knee height and diabetes was only significant among males. In analyses stratified by BMI, significant associations between upper arm length/knee height and diabetes only existed among those who were underweight (HR 0·91, 95 % CI (0·83, 1·00), P = 0·049, HR 0·92, 95 % CI (0·86, 0·99), P = 0·031). CONCLUSIONS Inverse associations were observed between upper arm length, knee height and the risk for diabetes development in a large Asian population, suggesting early life environment, especially infant nutritional status, may play an important role in the determination of future diabetes risk.
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Affiliation(s)
- Bingjie He
- Department of Epidemiology and Biostatistics, School of Public
Health, Peking University, 38 Xueyuan Road, Haidian District,
Beijing100191, People’s Republic of China
| | - Zhengyang Li
- Department of Endocrinology, Shandong Provincial Hospital
Affiliated to Shandong First Medical University, Huaiyin
District, Jinan, People’s Republic of China
| | - Lu Xu
- Department of Epidemiology and Biostatistics, School of Public
Health, Peking University, 38 Xueyuan Road, Haidian District,
Beijing100191, People’s Republic of China
| | - Lili Liu
- Department of Epidemiology and Biostatistics, School of Public
Health, Peking University, 38 Xueyuan Road, Haidian District,
Beijing100191, People’s Republic of China
| | - Shengfeng Wang
- Department of Epidemiology and Biostatistics, School of Public
Health, Peking University, 38 Xueyuan Road, Haidian District,
Beijing100191, People’s Republic of China
| | - Siyan Zhan
- Department of Epidemiology and Biostatistics, School of Public
Health, Peking University, 38 Xueyuan Road, Haidian District,
Beijing100191, People’s Republic of China
- Research Center of Clinical Epidemiology, Peking
University Third Hospital, Haidian District, Beijing,
People’s Republic of China
- Center for Intelligent Public Health, Institute for Artificial
Intelligence, Peking University, Beijing,
People’s Republic of China
| | - Yongfeng Song
- Department of Endocrinology, Shandong Provincial Hospital
Affiliated to Shandong First Medical University, Huaiyin
District, Jinan, People’s Republic of China
- Shandong Institute of Endocrine & Metabolic Diseases,
Shandong First Medical University, Jinan,
People’s Republic of China
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Song W, Hu Y, Yuan J, Wei Y, Cheng Z, Liu J, Xu J, Wang X. Gender Differences Between the Phenotype of Short Stature and the Risk of Diabetes Mellitus in Chinese Adults: A Population-Based Cohort Study. Front Endocrinol (Lausanne) 2022; 13:869225. [PMID: 35450422 PMCID: PMC9016201 DOI: 10.3389/fendo.2022.869225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/08/2022] [Indexed: 12/04/2022] Open
Abstract
OBJECTIVE Previous studies have shown that there are significant regional and gender differences in the association between the phenotype of short stature and diabetes mellitus (DM). The purpose of this study was to investigate the gender difference between the phenotype of short stature and the risk of DM in the Chinese population. METHODS The sample included 116,661 adults from 32 locations of 11 cities in China, of which the average height of men and women was 171.65 and 160.06 cm, respectively. Investigators retrospectively reviewed annual physical examination results for follow-up observations and set confirmed DM events as the outcome of interest. Multivariate Cox regression, restricted cubic spline, and piecewise regression models were used to check the association between height and DM risk. RESULTS During an average observation period of 3.1 years, there were 2,681 of 116,661 participants who developed new-onset DM, with a male to female ratio of 2.4 to 1. After full adjustment for confounders, we confirmed that there was a significant negative correlation between height and DM risk in Chinese women (HR per 10 cm increase: 0.85, 95% CI: 0.74-0.98), but not in men (HR per 10 cm increase: 1.16, 95% CI: 0.98-1.14). Additionally, through restricted cubic spline and piecewise regression analysis, we determined that the height of 157-158 cm may be the critical point for short stature used to assess the risk of DM in Chinese women. CONCLUSIONS In the Chinese population, female short stature phenotype is related to increased DM risk, among which 157-158 cm may be the saturation effect point of female short stature for predicting DM risk.
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Affiliation(s)
- Wei Song
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Yaqin Hu
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Jiao Yuan
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Ying Wei
- Department of Pharmacy, Nanchang First Hospital, Nanchang, China
| | - Zongyou Cheng
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Jingdong Liu
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Jixiong Xu
- Department of Endocrinology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xiaoyu Wang
- Department of Endocrinology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
- *Correspondence: Xiaoyu Wang,
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Sneed NM, Morrison SA. Body Composition Methods in Adults with Type 2 Diabetes or at Risk for T2D: a Clinical Review. Curr Diab Rep 2021; 21:14. [PMID: 33730341 DOI: 10.1007/s11892-021-01381-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/19/2021] [Indexed: 01/22/2023]
Abstract
PURPOSE OF REVIEW The aim of this study is to summarize anthropometric and advanced methods used to assess body composition in adults diagnosed with type 2 diabetes (T2D) or at risk for T2D that provide clinically relevant information about T2D disease-related complications or risk factors. RECENT FINDINGS Anthropometry is commonly used in clinical settings; however, provides unreliable estimates of fat mass, fat-free mass, and body fat distribution for metabolic health assessments compared to advanced techniques such as bioelectrical impedance analysis (BIA), dual-energy x-ray absorptiometry (DXA), computerized tomography (CT), and magnetic resonance imaging (MRI). Few studies report the clinical use of anthropometric and advanced body composition methods that identify T2D disease-related complications or T2D risk factors. Anthropometry, BIA, DXA, CT, and MRI were used to estimate body adiposity and distribution, visceral and subcutaneous adipose tissue depots, and skeletal muscle mass. Review findings indicate that these methods were capable of identifying clinically relevant T2D disease-related complications such as sarcopenia and T2D risk factors such as obesity or regional adiposity. However, estimates were often sex and race/ethnicity specific warranting cross-validation of these methods in broader populations with T2D or risk for T2D prior to clinical implementation.
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Affiliation(s)
- Nadia Markie Sneed
- School of Nursing, Office of Research and Scholarship, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Shannon A Morrison
- School of Nursing, Department of Family, Community Health, and Systems, University of Alabama at Birmingham, Birmingham, AL, USA
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Shrestha S, Rasmussen SH, Pottegård A, Ängquist LH, Jess T, Allin KH, Bjerregaard LG, Baker JL. Associations between adult height and type 2 diabetes mellitus: a systematic review and meta-analysis of observational studies. J Epidemiol Community Health 2019; 73:681-688. [DOI: 10.1136/jech-2018-211567] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BackgroundAlthough short adult height is generally associated with increased risks of type 2 diabetes mellitus (T2DM), there are large inconsistencies across studies. The aims of this study were to describe and quantify currently available evidence on the association between adult height and T2DM, to examine whether the reported associations differ by sex, and to examine the shapes of the height and T2DM associations.MethodsRelevant literature was identified using PubMed (1966–May 2018), EMBASE (1947–May 2018) and Google Scholar (May 2018). We identified cross-sectional and cohort studies with original publications on human subjects, which were included in a random-effects meta-analysis.ResultsFrom 15 971 identified sources, 25 studies met the inclusion criteria for the systematic review (N=401 562 individuals). From these 25 studies, 16 (9 cross-sectional studies and 7 cohort studies) were included in the meta-analysis (n=261 496 individuals). The overall random-effects meta-analysis indicated an inverse association between adult height and T2DM (effect estimate=0.88, 95% CI 0.81 to 0.95). No sex differences in the associations between adult height and T2DM were found (effect estimate for men: 0.86, 95% CI 0.75 to 0.99; effect estimate for women: 0.90; 95% CI 0.80 to 1.01; p value for sex interaction=0.80). Due to lack of data, results on the shape of the association between height and T2DM were inconclusive.ConclusionsShorter height is associated with an increased risk of T2DM and the association does not significantly differ by sex. The currently available data are insufficient to support conclusions regarding the shape of the association between height and T2DM.Trial registration numberCRD42017062446.
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Bijker R, Agyemang C. The influence of early-life conditions on cardiovascular disease later in life among ethnic minority populations: a systematic review. Intern Emerg Med 2016; 11:341-53. [PMID: 26141120 DOI: 10.1007/s11739-015-1272-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Accepted: 06/10/2015] [Indexed: 11/25/2022]
Abstract
Ethnic minority groups are disproportionately affected by cardiovascular diseases (CVDs). The reasons for the high prevalence of CVD in ethnic minority groups are not fully understood. Recently, the importance of early-life developmental factors and their impact on CVDs in adulthood is increasingly being recognised, but little is known about this among ethnic minority groups. Therefore, the current paper aimed to fill this knowledge gap by reviewing the available literature to assess the influence of early-life conditions on CVDs and its risk factors in ethnic minority populations residing in Western countries. A systematic search was performed in PubMed and EMBASE between 1989 and 2014. In total, 1418 studies were identified of which 19 met the inclusion criteria. Six studies investigated the relationship between early-life anthropometrics and CVD risk factors of which all except one found significant associations between the assessed anthropometric measures and CVD risk factors. Seven studies evaluated the influence of childhood socio-economic status (SES) on CVD and risk factors of which five found significant associations between childhood SES measures and CVD risk factors. Five studies investigated the relationship between other early-life conditions including early-life nutrition, physical development, and childhood psychosocial conditions, and CVD risk factors. Four of these studies found significant associations between the assessed childhood conditions and CVD risk factors. This review reinforces the importance of early-life conditions on adult CVD in ethnic minority groups. Improvement of early-life conditions among ethnic minority groups may contribute to reducing CVD risk in these populations.
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Affiliation(s)
- Rimke Bijker
- Department of Public Health, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Charles Agyemang
- Department of Public Health, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
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Sato R, Maekawa M, Genma R, Shirai K, Ohki S, Morita H, Suda T, Watanabe H. Final height and cardiometabolic outcomes in young adults with very low birth weight (<1500 g). PLoS One 2014; 9:e112286. [PMID: 25397968 PMCID: PMC4232389 DOI: 10.1371/journal.pone.0112286] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Accepted: 09/12/2014] [Indexed: 11/25/2022] Open
Abstract
Objective Individuals with very low birth weight (VLBW; <1500 g) are known to be predisposed to both short final height and cardiometabolic disorders. However, associations between final height and cardiometabolic outcomes including glucose metabolism in VLBW individuals in young adulthood are not fully investigated. Methods We investigated glucose metabolism and other cardiometabolic outcomes such as lipid profiles, blood pressure, renal function, urinary albumin, and thyroid function in young adults with VLBW born between 1980 and 1990. Short stature was defined as a final height <10th percentile. Glucose intolerance [diabetes, impaired glucose tolerance (IGT), and impaired fasting glucose (IFG)] was determined using 75-g oral glucose tolerance tests. Associations between final height and cardiometabolic outcomes were examined using logistic or multiple linear regression. Results A total of 628 VLBW individuals were screened and 111 young adults with VLBW (19–30 years) participated in the study. Of the participants, 40 subjects (36%) had short stature with a final height <10th percentile. Eight subjects (7.2%) had glucose intolerance (1, diabetes; 6, IGT; 1, IFG). Short stature was correlated with glucose intolerance (odds ratio 11.1; 95% CI 1.92, 99.7; P = 0.006). Final height was inversely associated with the homeostatic model assessment (HOMA) of insulin resistance, HOMA-β, insulinogenic index, and total/LDL-cholesterol. The associations of final height with insulin sensitivity and lipid profiles remained after adjustment for target height and age at puberty onset. Conclusions Shorter final height was associated with less favorable metabolic profiles in young adults with VLBW, and may be partly mediated by reduced insulin sensitivity. These associations were independent of target height or age at puberty onset.
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Affiliation(s)
- Ryosuke Sato
- Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Japan
- Department of Endocrinology and Metabolism, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
- * E-mail:
| | - Masato Maekawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Rieko Genma
- Department of Endocrinology and Metabolism, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
| | - Kenji Shirai
- Department of Neonatology, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
| | - Shigeru Ohki
- Department of Neonatology, Seirei Hamamatsu General Hospital, Hamamatsu, Japan
| | - Hiroshi Morita
- Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takafumi Suda
- Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Hiroshi Watanabe
- Department of Clinical Pharmacology and Therapeutics, Hamamatsu University School of Medicine, Hamamatsu, Japan
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Fenger RV, Vidal C, Gonzalez-Quintela A, Husemoen LLN, Skaaby T, Aadahl M, Linneberg A. The association of the 'additional height index' with atopic diseases, non-atopic asthma, ischaemic heart disease and mortality: a population-based study. BMJ Open 2014; 4:e003933. [PMID: 24583759 PMCID: PMC3939652 DOI: 10.1136/bmjopen-2013-003933] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE Intrauterine growth has been associated with atopic conditions. Growth and adult height have been associated with cardiovascular disease, cancers and mortality but are highly genetic traits. The objectives of the study were as follows: first, to define a height measure indicating an individual's height below or above that which could be expected based on parental height (genetic inheritance) and growth charts. It was named 'the additional height index' (AHI), defined as (attained-expected) height; second, to investigate possible associations of AHI with atopic versus non-atopic health outcomes and with ischaemic heart disease (IHD) and IHD mortality. DESIGN General population-based study. SETTING Research centre. PARTICIPANTS A random sample of 2656 men and women living in greater Copenhagen took part in the MONICA10 study (the Danish monitoring trends and determinants of cardiovascular disease). In total, 1900 participants with information of parental height were selected. OUTCOME MEASURES Atopic sensitisation (serum IgE), questionnaire information of atopic dermatitis, rhinoconjunctivitis, asthma or wheezing, and registry-based diagnoses of IHD/IHD mortality from National Registries. RESULTS Increasing levels of AHI were inversely associated with non-atopic asthma, non-atopic wheezing, IHD and IHD mortality (IHD-all). For one SD increase of AHI, the OR or HR with CI in adjusted analyses was non-atopic asthma OR=0.52 (0.36 to 0.74), non-atopic wheezing OR=0.67 (0.51 to 0.89), and IHD-all HR=0.89 (0.78 to 1.01). The level of AHI was higher among individuals with atopic dermatitis, allergic rhinoconjunctivitis and atopic sensitisation (all p values <0.001) compared with individuals without those conditions; however, the associations were not confirmed in adjusted analyses. CONCLUSIONS Individuals with childhood conditions that led them to attain tallness higher than expected from their parents' height may be at lower risk of non-atopic asthma/wheeze and IHD/IHD mortality but possibly at higher risk of atopic conditions. The measure of tallness below or above the expected height could be a sensitive alternative to normal height in epidemiological analyses.
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Affiliation(s)
- R V Fenger
- Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup, Denmark
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