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Kim B, Kim GM, Huh U, Lee J, Kim E. Association of HOMA-IR Versus TyG Index with Diabetes in Individuals Without Underweight or Obesity. Healthcare (Basel) 2024; 12:2458. [PMID: 39685081 DOI: 10.3390/healthcare12232458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 12/01/2024] [Accepted: 12/02/2024] [Indexed: 12/18/2024] Open
Abstract
Background: There are higher numbers of Asian individuals with metabolically obese, normal weight (MONW) who are susceptible to diabetes than other ethnic groups. The homeostatic model assessment for insulin resistance (HOMA-IR) has been used for years to evaluate IR; however, the triglyceride-glucose (TyG) index has been highlighted as a reliable and cost-effective insulin resistance indicator. Thus, this study explored the association of the HOMA-IR versus the TyG index with diabetes in individuals without underweight or obesity. Methods: This cross-sectional study included 10,471 Korean individuals whose body mass index was ≥18.5 and <25.0 kg/m2. Depending on metabolic syndrome criteria, subjects with no conditions, one or two conditions, and three or more conditions were assigned to the metabolically healthy and normal weight (MHNW), pre-MONW, and MONW groups, respectively. Diabetes was diagnosed based on HbA1C and medication information. Results: The HOMA-IR and TyG index discriminated between each group, showing an increasing trend from the MHNW group to the MONW group. However, this trend was more robust for the TyG index. The cut-off values in the TyG index and HOMA-IR were >8.9 and >1.6 in males and >8.7 and >1.6 in females, respectively. The TyG index's area under the curve was higher than that of the HOMA-IR in both sexes. MONWs distinguished by the cut-off values of the TyG index and HOMA-IR were 2.370 and 1.726 for males and 2.249 and 1.710 for females times more likely to develop diabetes. Conclusions: The TyG index showed a stronger association with diabetes in Korean individuals without underweight or obesity than the HOMA-IR.
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Affiliation(s)
- Bokun Kim
- Future Convergence Research Institute, Changwon National University, Changwon 51140, Republic of Korea
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura 300-0032, Ibaraki, Japan
| | - Gwon-Min Kim
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura 300-0032, Ibaraki, Japan
- Medical Research Institute, Pusan National University, Busan 49241, Republic of Korea
| | - Up Huh
- Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Biomedical Research Institute, Pusan National University Hospital, Busan 49241, Republic of Korea
| | - Juhyun Lee
- Department of Thoracic and Cardiovascular Surgery, Samsung Medical Center, Seoul 06351, Republic of Korea
| | - Eunji Kim
- Department of Thoracic and Cardiovascular Surgery, Pusan National University School of Medicine, Biomedical Research Institute, Pusan National University Hospital, Busan 49241, Republic of Korea
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Li J, Lin Y, Deng H, Su X, Feng W, Shao Q, Zou K. Association of visceral adiposity index with sarcopenia based on NHANES data. Sci Rep 2024; 14:21169. [PMID: 39256533 PMCID: PMC11387758 DOI: 10.1038/s41598-024-72218-0] [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: 06/20/2024] [Accepted: 09/04/2024] [Indexed: 09/12/2024] Open
Abstract
The Visceral Adiposity Index (VAI) assesses visceral fat and related metabolic risks. However, its precise correlation with sarcopenia is unclear. This study aimed to examine this correlation. A cross-sectional analysis was conducted using NHANES data from 2011 to 2018. To correct VAI skewness, a logarithmic transformation was applied. Multiple covariates were included, and logistic regression was employed to explore the relationship between VAI and sarcopenia. Restricted cubic spline (RCS) and threshold saturation analyses were used to investigate the nonlinear relationship. Subgroup analyses evaluated the effects of various stratification factors. Sensitivity and additive analyses tested the robustness of the findings. The study included 4688 individuals. Participants with sarcopenia had significantly higher VAI values. Logistic regression revealed a significant positive connection between Log VAI and sarcopenia (OR 2.09, 95% CI 1.80-2.43) after adjusting for variables. RCS analysis showed a nonlinear correlation, identifying a breakpoint at VAI = 1.51. To the left of this breakpoint, each unit increase in VAI significantly correlated with a higher likelihood of sarcopenia (OR 2.54, 95% CI 1.74-3.79); to the right, increases in VAI did not significantly affect prevalence. Subgroup analyses suggested VAI as an independent risk factor. Sensitivity and additive analyses confirmed the main findings' robustness. Among American adults, the VAI is significantly associated with sarcopenia, with higher VAI values potentially increasing the prevalence of sarcopenia. Monitoring VAI is critical for early identification of high-risk individuals and interventions to delay or minimize the onset and progression of sarcopenia.
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Affiliation(s)
- Jianzhao Li
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China.
| | - Yuning Lin
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
| | - Haitang Deng
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
| | - Xiaoen Su
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
| | - Wenjie Feng
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
| | - Qingfeng Shao
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
| | - Kai Zou
- Department of Orthopaedics, The First People's Hospital of Zhaoqing, Zhaoqing, 526060, China
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Li C, Wang G, Zhang J, Jiang W, Wei S, Wang W, Pang S, Pan C, Sun W. Association between visceral adiposity index and incidence of diabetic kidney disease in adults with diabetes in the United States. Sci Rep 2024; 14:17957. [PMID: 39095646 PMCID: PMC11297263 DOI: 10.1038/s41598-024-69034-x] [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: 04/03/2024] [Accepted: 07/31/2024] [Indexed: 08/04/2024] Open
Abstract
Visceral adiposity index (VAI) is a reliable indicator of visceral adiposity. However, no stu-dies have evaluated the association between VAI and DKD in US adults with diabetes. Theref-ore, this study aimed to explore the relationship between them and whether VAI is a good pr-edictor of DKD in US adults with diabetes. Our cross-sectional study included 2508 participan-ts with diabetes who were eligible for the National Health and Nutrition Examination Survey (NHANES) from 2007 to 2018. Univariate and multivariate logistic regression were used to an-alyze the association between VAI level and DKD. Three models were used to control for pot-ential confounding factors, and subgroup analysis was performed for further verification. A tot-al of 2508 diabetic patients were enrolled, of whom 945 (37.68%) were diagnosed with DKD. Overall, the VAI was 3.36 ± 0.18 in the DKD group and 2.76 ± 0.11 in the control group. VAI was positively correlated with DKD (OR = 1.050, 95% CI 1.049, 1.050) after fully adjusting for co-nfounding factors. Compared with participants in the lowest tertile of VAI, participants in the highest tertile of VAI had a significantly increased risk of DKD by 35.9% (OR = 1.359, 95% CI 1.355, 1.362). Through subgroup analysis, we found that VAI was positively correlated with the occurrence of DKD in all age subgroups, male(OR = 1.043, 95% CI 1.010, 1.080), participants wit-hout cardiovascular disease(OR = 1.038, 95% CI 1.011, 1.069), hypertension (OR = 1.054, 95% CI 1.021, 1.090), unmarried participants (OR = 1.153, 95% CI 1.036, 1.294), PIR < 1.30(OR = 1.049, 95% CI 1.010, 1.094), PIR ≧ 3 (OR = 1.085, 95% CI 1.021, 1.160), BMI ≧ 30 kg/m2 (OR = 1.050, 95% CI 1.016, 1.091), former smokers (OR = 1.060, 95% CI 1.011, 1.117), never exercised (OR = 1.033, 95% CI 1.004, 1.067), non-Hispanic white population (OR = 1.055, 95% CI 1.010, 1.106) and non-Hipanic black population (OR = 1.129, 95% CI 1.033, 1.258). Our results suggest that elevated VAI levels are closely associated with the development of DKD in diabetic patients. VAI may be a simpl-e and cost-effective index to predict the occurrence of DKD. This needs to be verified in furt-her prospective investigations.
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Affiliation(s)
- Chunyao Li
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Gang Wang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Jiale Zhang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Weimin Jiang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Shuwu Wei
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Wenna Wang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Shuyv Pang
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Chenyv Pan
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China
| | - Weiwei Sun
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
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Kim B, Taniguchi K, Isobe T, Oh S. Triglyceride-glucose index is capable of identifying metabolically obese, normal-weight older individuals. J Physiol Anthropol 2024; 43:8. [PMID: 38310267 PMCID: PMC10837892 DOI: 10.1186/s40101-024-00355-6] [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: 08/02/2023] [Accepted: 01/19/2024] [Indexed: 02/05/2024] Open
Abstract
BACKGROUND The concept of metabolically obese, normal weight (MONW) has emerged to describe individuals with a normal body mass index (BMI) who are at a relatively high risk of chronic diseases. However, BMI itself is a suboptimal index for the assessment of the health risks associated with visceral fat. The triglyceride-glucose (TyG) index is considered to be a reliable and cost-effective marker of insulin resistance. Therefore, in the present study, we aimed to determine the TyG index cut-off values that could be used to define MONW in older people and to determine the usefulness of these values for the prediction of chronic diseases. METHODS A total of 4,721 participants in the Korea National Health and Nutritional Examination Survey who were ≥ 60 years of age and did not have underweight or obesity were included. MONW was defined using the criteria for metabolic syndrome (MS), and the TyG index was calculated on the basis of the fasting plasma triglyceride and glucose concentrations. Chronic diseases, including T2DM, hypertension, and non-alcoholic fatty liver disease (NAFLD), were diagnosed. RESULTS The prevalence of MS increased from the lowest to the highest TyG index tertile. The cut-off values of the TyG index for MONW were calculated as 8.88 and 8.80 for males and females, respectively. MONW, defined using these cut-off values, was associated with high odds ratios for NAFLD, T2DM, and hypertension in both males and females. CONCLUSIONS The TyG index cut-off values calculated in the present study can be used to discriminate individuals with MONW from other older individuals without obesity and to predict the risk of chronic diseases. These findings show that the TyG index is an effective and cost-efficient method of assessing the risk of chronic diseases in people with MONW.
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Affiliation(s)
- Bokun Kim
- Future Convergence Research Institute, Changwon National University, Changwon, Republic of Korea
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Ibaraki, Japan
| | - Keisuke Taniguchi
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Ibaraki, Japan
- Faculty of Rehabilitation, R Professional University of Rehabilitation, 2-10-35 Kohoku, Tsuchiura, Ibaraki, 300-0032, Japan
| | - Tomonori Isobe
- Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
| | - Sechang Oh
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Ibaraki, Japan.
- Faculty of Rehabilitation, R Professional University of Rehabilitation, 2-10-35 Kohoku, Tsuchiura, Ibaraki, 300-0032, Japan.
- Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan.
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Liang D, Liu C, Yang M. The association of visceral adiposity index with the risk of kidney stone and kidney stone recurrence. BMC Nephrol 2023; 24:368. [PMID: 38087224 PMCID: PMC10717979 DOI: 10.1186/s12882-023-03421-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 12/02/2023] [Indexed: 12/18/2023] Open
Abstract
AIM Our aim in this study was primarily to assess the relationship between visceral adiposity index (VAI) and the risk of kidney stones and kidney stone recurrence in US adults. METHODS We used data from the National Health and Nutrition Examination Survey (NHANES) 2007-2014 for our analysis. VAI was calculated from waist circumference (WC), body mass index (BMI), triglycerides (TG), and high-density lipoprotein-cholesterol (HDL-C). Kidney stones and recurrence of kidney stones were obtained from questionnaire interview data. We used multivariate logistic regression analysis to explore the correlation between VAI and the risk of kidney stone and kidney stone recurrence. In addition, we performed subgroup analysis, interaction tests, and restricted cubic spline (RCS) analysis. RESULTS A total of 9886 participants were included in this study, with a prevalence of 9.24% for kidney stones and 2.97% for recurrence of kidney stones. The prevalence of kidney stones and kidney stone recurrence increased with higher quartiles of VAI. We observed a significantly positive correlation between VAI and the risk of kidney stone and kidney stone recurrence. Participants with the highest VAI quartiles had a 48% (OR: 1.48, 95%CI: 1.08-2.02) and 52% (OR: 1.52, 95%CI: 0.86-2.71) increased risk of kidney stones and kidney stone recurrence, respectively, compared to participants with the lowest VAI quartiles. Subgroup analysis and interaction tests demonstrated this positive association independent of different subgroup factors. CONCLUSION Visceral fat accumulation may be associated with an increased risk of kidney stones and kidney stone recurrence.
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Affiliation(s)
- Dan Liang
- Department of Endocrine, People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
- The West China College of Medicine, Sichuan University, Chengdu, China
| | - Chang Liu
- School of Medicine, Nankai University, Tianjin, China
| | - Mei Yang
- Department of Endocrine, People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China.
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Kim B, Kim GM, Han K, Maki N, Taniguchi K, Oh S. The Triglyceride-Glucose Index is Independently Associated with Chronic Kidney Disease in the Geriatric Population, Regardless of Obesity and Sex. Ann Geriatr Med Res 2023; 27:258-265. [PMID: 37673691 PMCID: PMC10556718 DOI: 10.4235/agmr.23.0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 08/24/2023] [Accepted: 09/03/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND Insulin resistance (IR) negatively affects several risk factors of chronic kidney disease (CKD). This cross-sectional study investigated whether the triglyceride-glucose (TyG) index, which reflects IR, was independently associated with CKD in a geriatric population, regardless of obesity and sex. METHODS The analysis included 7,326 individuals (2,864 males and 4,462 females) aged ≥60 years. Non-obesity or obesity was evaluated using a body mass index cutoff of 25 kg/m2. The TyG index was calculated as ln [triglyceride concentration (mg/dL)×fasting plasma glucose concentration (mg/dL)]/2. All participants were categorized into three groups according to TyG tertiles. Moderate-to-severe CKD (MSCKD) was defined as an estimated glomerular filtration rate (eGFR) of <45.0 mL/min/1.73 m2. RESULTS In males and females with or without obesity, a trend test showed a decreasing tendency in the eGFR from the lowest to highest TyG tertiles. Males without obesity and females with obesity in the middle and highest tertiles of the TyG index were 2.342 and 2.393, and were 2.313 and 3.516 times more likely to have MSCKD, respectively. Those with or without obesity in the highest tertile of the TyG index were 1.736 and 2.374 times more likely to have MSCKD, respectively. CONCLUSION Geriatric populations with an increased TyG index have a high risk of MSCKD regardless of obesity and sex. Our findings suggest that increased IR is associated with CKD in the geriatric population independent of obesity and sex.
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Affiliation(s)
- Bokun Kim
- Future Convergence Research Institute, Changwon National University, Changwon, Korea
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Japan
| | - Gwon-Min Kim
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Japan
- Medical Research Institute, Pusan National University, Busan, Korea
| | - Kihoon Han
- Department of Physical Education, Pusan National University, Busan, Korea
| | - Naoki Maki
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Japan
- Faculty of Rehabilitation, R Professional University of Rehabilitation, Tsuchiura, Japan
| | - Keisuke Taniguchi
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Japan
- Faculty of Rehabilitation, R Professional University of Rehabilitation, Tsuchiura, Japan
| | - Sechang Oh
- Human Community Renovation Research Center, R Professional University of Rehabilitation, Tsuchiura, Japan
- Faculty of Rehabilitation, R Professional University of Rehabilitation, Tsuchiura, Japan
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Kim B, Kim G, Lee Y, Taniguchi K, Isobe T, Oh S. Triglyceride-Glucose Index as a Potential Indicator of Sarcopenic Obesity in Older People. Nutrients 2023; 15:nu15030555. [PMID: 36771263 PMCID: PMC9920571 DOI: 10.3390/nu15030555] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 01/11/2023] [Accepted: 01/17/2023] [Indexed: 01/24/2023] Open
Abstract
PURPOSE This population-based cross-sectional study aimed to determine whether the triglyceride-glucose index (TyG index) is associated with sarcopenic obesity (SO) and whether it would be a helpful indicator of SO. METHODS A total of 3821 participants aged ≥ 60 years were selected for the study group, and 4919 participants aged 20-39 years were included as a reference group. The participants were allocated to sarcopenia, obesity, and SO groups depending on if their body mass index (BMI) was ≥25 kg/m2 and their sarcopenia index was ≤1 standard deviation (SD) lower than the mean of the reference group. The sex-specific differences and trends among the participants were analyzed by using the TyG index tertiles, and appropriate cut-off values of the TyG index for SO were calculated. RESULTS As the TyG index increased, BMI increased, but the sarcopenia index decreased in both sexes. Males and females in the middle and highest tertiles of the TyG index were 1.775 and 3.369, and they were 1.993 and 3.157 times more likely to have SO, respectively. The cut-off values of the TyG index for SO in males and females were ≥8.72 and 8.67, respectively. CONCLUSION A high TyG index is positively associated with SO, and the TyG index may be considered a potential indicator of SO.
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Affiliation(s)
- Bokun Kim
- Department of Anti-Ageing Health Care, Changwon National University, Changwon 51140, Republic of Korea
- Future Convergence Research Institute, Changwon National University, Changwon 51140, Republic of Korea
| | - Gwonmin Kim
- Medical Research Institute, Pusan National University, Busan 46241, Republic of Korea
| | - Yongkook Lee
- Department of Leisure Sports, Seoil University, Seoul 02192, Republic of Korea
| | - Keisuke Taniguchi
- Department of Physical Therapy, AHRU Medical Care and Welfare Professional Training College, Tsuchiura 300-0032, Japan
| | - Tomonori Isobe
- Faculty of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan
| | - Sechang Oh
- Faculty of Rehabilitation, R Professional University of Rehabilitation, Tsuchiura 300-0032, Japan
- Correspondence: ; Tel.: +81-29-824-7611
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