1
|
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.
Collapse
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.
| |
Collapse
|
2
|
Troutman AD, Arroyo E, Sheridan EM, D'Amico DJ, Brandt PR, Hinrichs R, Chen X, Lim K, Avin KG. Skeletal muscle atrophy in clinical and preclinical models of chronic kidney disease: A systematic review and meta-analysis. J Cachexia Sarcopenia Muscle 2024; 15:21-35. [PMID: 38062879 PMCID: PMC10834351 DOI: 10.1002/jcsm.13400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 09/12/2023] [Accepted: 11/02/2023] [Indexed: 02/03/2024] Open
Abstract
Patients with chronic kidney disease (CKD) are often regarded as experiencing wasting of muscle mass and declining muscle strength and function, collectively termed sarcopenia. The extent of skeletal muscle wasting in clinical and preclinical CKD populations is unclear. We evaluated skeletal muscle atrophy in preclinical and clinical models of CKD, with multiple sub-analyses for muscle mass assessment methods, CKD severity, sex and across the different preclinical models of CKD. We performed a systematic literature review of clinical and preclinical studies that measured muscle mass/size using the following databases: Ovid Medline, Embase and Scopus. A random effects meta-analysis was utilized to determine standard mean difference (SMD; Hedges' g) between healthy and CKD. Heterogeneity was evaluated using the I2 statistic. Preclinical study quality was assessed via the Systematic Review Centre for Laboratory Animal Experimentation and clinical studies quality was assessed via the Newcastle-Ottawa Scale. This study was registered in PROSPERO (CRD42020180737) prior to initiation of the search. A total of 111 studies were included in this analysis using the following subgroups: 106 studies in the primary CKD analysis, 18 studies that accounted for diabetes and 7 kidney transplant studies. Significant atrophy was demonstrated in 78% of the preclinical studies and 49% of the clinical studies. The random effects model demonstrated a medium overall SMD (SMD = 0.58, 95% CI = 0.52-0.64) when combining clinical and preclinical studies, a medium SMD for the clinical population (SMD = 0.48, 95% CI = 0.42-0.55; all stages) and a large SMD for preclinical CKD (SMD = 0.95, 95% CI = 0.76-1.14). Further sub-analyses were performed based upon assessment methods, disease status and animal model. Muscle atrophy was reported in 49% of the clinical studies, paired with small mean differences. Preclinical studies reported significant atrophy in 78% of studies, with large mean differences. Across multiple clinical sub-analyses such as severity of CKD, dialysis modality and diabetes, a medium mean difference was found. Sub-analyses in both clinical and preclinical studies found a large mean difference for males and medium for females suggesting sex-specific implications. Muscle atrophy differences varied based upon assessment method for clinical and preclinical studies. Limitations in study design prevented conclusions to be made about the extent of muscle loss with disease progression, or the impact of dialysis. Future work would benefit from the use of standardized measurement methods and consistent clinical staging to improve our understanding of atrophy changes in CKD progression, and analysis of biological sex differences.
Collapse
Affiliation(s)
- Ashley D Troutman
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, Indianapolis, Indiana, USA
| | - Eliott Arroyo
- Department of Medicine, Division of Nephrology & Hypertension, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Elizabeth M Sheridan
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, Indianapolis, Indiana, USA
| | - Duncan J D'Amico
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, Indianapolis, Indiana, USA
| | - Peyton R Brandt
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, Indianapolis, Indiana, USA
| | - Rachel Hinrichs
- University Library, Indiana University-Purdue University Indianapolis, Indiana, USA
| | - Xiwei Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, Indiana, USA
| | - Kenneth Lim
- Department of Medicine, Division of Nephrology & Hypertension, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Keith G Avin
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, Indianapolis, Indiana, USA
- Department of Medicine, Division of Nephrology & Hypertension, Indiana University School of Medicine, Indianapolis, Indiana, USA
| |
Collapse
|
3
|
Li X, Wang L, Zhou H, Xu H. Association between weight-adjusted-waist index and chronic kidney disease: a cross-sectional study. BMC Nephrol 2023; 24:266. [PMID: 37691097 PMCID: PMC10494374 DOI: 10.1186/s12882-023-03316-w] [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: 04/26/2023] [Accepted: 08/31/2023] [Indexed: 09/12/2023] Open
Abstract
AIMS We aimed to investigate the potential association between weight-adjusted-waist index (WWI) and chronic kidney disease (CKD). DESIGN AND METHODS This research examined data collected from the National Health and Nutrition Examination Survey (NHANES) spanning from 1999 to 2020. CKD was defined as the low estimated glomerular filtration rate (eGFR) or the existence of albuminuria (urinary albumin-to-creatinine ratio (ACR) ≥ 30mg/g). Low-eGFR was described as eGFR < 60 mL/min/1.73m2. The associations between WWI with CKD, albuminuria, and low-eGFR were examined using generalized additive models and weighted multivariable logistic regression models. We also analyzed the associations of other obesity indicators with CKD, albuminuria, and low-eGFR, including body mass index (BMI), waist-to-height ratio (WHtR), waist circumference(WC), height, and weight. The receiver operating characteristic (ROC) curves were used to assess and compare their diagnostic abilities. RESULTS Males made up 48.26% of the total 40,421 individuals that were recruited. The prevalences of CKD, albuminuria, and low-eGFR were 16.71%, 10.97%, and 7.63%, respectively. WWI was found to be positively linked with CKD (OR = 1.42; 95% CI: 1.26, 1.60). A nonlinear connection between WWI and CKD was found using smooth curve fitting. Additionally, a higher prevalence of albuminuria is linked to a higher level of WWI (OR = 1.60; 95% CI: 1.40, 1.82). Different stratifications did not substantially influence the connection between WWI and CKD, albuminuria, and low-eGFR, according to subgroup analysis and interaction tests. We observed higher height was related to higher low-eGFR prevalence (OR = 1.05; 95% CI: 1.03, 1.06). ROC analysis revealed that WWI had the best discrimination and accuracy for predicting CKD and albuminuria compared to other obesity indicators (BMI, WHTR, WC, height and weight). In addition, height had the highest area under the curve (AUC) value for predicting low-eGFR. CONCLUSION WWI is the best obesity indicator to predict CKD and albuminuria compared to other obesity indicators (BMI, WHTR, WC, height, and weight). WWI and CKD and albuminuria were found to be positively correlated. Furthermore, height had the strongest ability to predict low-eGFR. Therefore, the importance of WWI and height in assessing kidney health in US adults should be emphasized.
Collapse
Affiliation(s)
- Xiaowan Li
- Department of Critical Care Medicine, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Nanjing, China
| | - Lanyu Wang
- Department of Urology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Nanjing, China
| | - Hongyi Zhou
- Department of Urology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Nanjing, China
| | - Hongyang Xu
- Department of Critical Care Medicine, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Nanjing, China.
| |
Collapse
|
4
|
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.
Collapse
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
| |
Collapse
|
5
|
Troutman AD, Arroyo E, Lim K, Moorthi RN, Avin KG. Skeletal Muscle Complications in Chronic Kidney Disease. Curr Osteoporos Rep 2022; 20:410-421. [PMID: 36149594 PMCID: PMC10064704 DOI: 10.1007/s11914-022-00751-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 01/30/2023]
Abstract
PURPOSE OF REVIEW To provide an overview of the recent literature investigating the pathophysiology of skeletal muscle changes, interventions for skeletal muscle, and effects of exercise in chronic kidney disease (CKD). RECENT FINDINGS There are multiple CKD-related changes that negatively impact muscle size and function. However, the variability in the assessment of muscle size, in particular, hinders the ability to truly understand the impact it may have in CKD. Exercise interventions to improve muscle size and function demonstrate inconsistent responses that warrant further investigation to optimize exercise prescription. Despite progress in the field, there are many gaps in the knowledge of the pathophysiology of sarcopenia of CKD. Identifying these gaps will help in the design of interventions that can be tested to target muscle loss and its consequences such as impaired mobility, falls, and poor quality of life in patients with CKD.
Collapse
Affiliation(s)
- Ashley D Troutman
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, CF-326, 1140 W. Michigan St., Indianapolis, IN, 46202, USA
| | - Eliott Arroyo
- Division of Nephrology & Hypertension, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kenneth Lim
- Division of Nephrology & Hypertension, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ranjani N Moorthi
- Division of Nephrology & Hypertension, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Keith G Avin
- Department of Physical Therapy, School of Health and Human Sciences, Indiana University Purdue University, CF-326, 1140 W. Michigan St., Indianapolis, IN, 46202, USA.
- Division of Nephrology & Hypertension, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.
| |
Collapse
|
6
|
Kim B, Kim GM, Oh S. Use of the Visceral Adiposity Index as an Indicator of Chronic Kidney Disease in Older Adults: Comparison with Body Mass Index. J Clin Med 2022; 11:6297. [PMID: 36362525 PMCID: PMC9659218 DOI: 10.3390/jcm11216297] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 10/14/2022] [Accepted: 10/21/2022] [Indexed: 12/27/2023] Open
Abstract
The visceral adiposity index (VAI) was recently introduced to quantify visceral fat accumulation and dysfunction. This cross-sectional study explored whether the VAI is associated with chronic kidney disease (CKD) in older adults and compared its utility with that of body mass index (BMI) for predicting CKD. In total, 7736 older adults (3479 men and 4257 women) aged ≥ 60 years were divided into normal, mild, and moderate-to-severe CKD groups. Associations of the VAI and BMI with CKD were compared among the groups, and cut-off points for moderate-to-severe CKD (MSCKD) were established. While the VAI could discriminate among all of the groups, the BMI could not. The severity of CKD was more strongly associated with the VAI than BMI. The odds ratios indicated that, in the fully adjusted model, the VAI was a significant predictor of MSCKD in both men and women, while the BMI was a significant predictor only in men. For the VAI, the area under the receiver operating characteristic curve values for men and women were 0.631 (cut-off point: ≥2.993) and 0.588 (≥4.001), compared with 0.555 (≥25.335) and 0.533 (≥24.096) for BMI, respectively. Taken together, the findings suggest that the VAI is associated with CKD and represents a better indicator for the disease than BMI.
Collapse
Affiliation(s)
- Bokun Kim
- Department of Anti-Ageing Health Care, Changwon National University, Changwon 51140, Korea
- Future Convergence Research Institute, Changwon National University, Changwon 51140, Korea
- Department of Sports Healthcare, In-Je University, Gimhae 50834, Korea
| | - Gwon-Min Kim
- Medical Research Institute, Pusan National University, Busan 46241, Korea
| | - Sechang Oh
- Faculty of Rehabilitation, R Professional University of Rehabilitation, Tsuchiura 300-0032, Japan
| |
Collapse
|
7
|
Fat-to-Muscle Ratio Is Independently Associated with Hyperuricemia and a Reduced Estimated Glomerular Filtration Rate in Chinese Adults: The China National Health Survey. Nutrients 2022; 14:nu14194193. [PMID: 36235845 PMCID: PMC9573307 DOI: 10.3390/nu14194193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/04/2022] [Accepted: 10/07/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND The effects of the fat-to-muscle ratio (FMR) on hyperuricemia and a reduction in the estimated glomerular filtration rate (eGFR) are still unclear. METHODS Data from the China National Health Survey were used to explore the associations of the FMR with hyperuricemia and reduced eGFR. The fat mass and muscle mass were measured through bioelectrical impedance analysis. Mediation analysis was used to estimate the mediated effect of hyperuricemia on the association between the FMR and reduced eGFR. RESULTS A total of 31171 participants were included. For hyperuricemia, compared with the Q1 of the FMR, the ORs (95% CI) of Q2, Q3 and Q4 were 1.60 (1.32-1.95), 2.31 (1.91-2.80) and 2.71 (2.15-3.43) in men and 1.91 (1.56-2.34), 2.67 (2.12-3.36) and 4.47 (3.40-5.89) in women. For the reduced eGFR, the ORs (95% CI) of Q2, Q3 and Q4 of the FMR were 1.48 (1.18-1.87), 1.38 (1.05-1.82) and 1.45 (1.04-2.04) in men aged 40-59, but no positive association was found in younger men or in women. Hyperuricemia mediated the association between the FMR and reduced eGFR in men. The OR (95% CI) of the indirect effect was 1.08 (1.05-1.10), accounting for 35.11% of the total effect. CONCLUSIONS The FMR was associated with hyperuricemia and reduced eGFR, and the associations varied based on sex and age. The effect of the FMR on the reduced eGFR was significantly mediated by hyperuricemia in men.
Collapse
|
8
|
The Anthropometric Measure 'A Body Shape Index' May Predict the Risk of Osteoporosis in Middle-Aged and Older Korean People. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19084926. [PMID: 35457793 PMCID: PMC9026319 DOI: 10.3390/ijerph19084926] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/15/2022] [Accepted: 04/15/2022] [Indexed: 11/22/2022]
Abstract
A body shape index (ABSI) is a recently introduced index of abdominal adiposity, relative to body mass index and height, and represents an alternative to body mass index and waist circumference. We aimed to determine whether ABSI is associated with osteoporosis and the ability of ABSI to predict osteoporosis, to investigate the relationship between obesity and osteoporosis In total, 6717 Korean participants (3151 men and 3566 women; 63.6 ± 8.5 years) were recruited and placed into the Normal, Osteopenia, or Osteoporosis groups on the basis of the minimum T-scores of the lumbar spine, proximal femur, and femoral neck. The T-scores of each region and ABSI were compared among the groups and odds ratios and cut-off values of ABSI for osteoporosis were calculated. In participants of both sexes, ABSI tended to increase as bone health deteriorated. The men and women in the highest quartile of ABSI were 1.887 and 2.808 times more likely to have osteoporosis, respectively, and the potential ABSI cut-off values for osteoporosis were 0.0813 and 0.0874 for male and female participants, respectively. These findings suggest that augmentation of ABSI and obesity is associated with a higher risk of osteoporosis and that ABSI may predict the risk of osteoporosis.
Collapse
|
9
|
Kim B, Kim G, Kim E, Park J, Isobe T, Sakae T, Oh S. The A Body Shape Index Might Be a Stronger Predictor of Chronic Kidney Disease Than BMI in a Senior Population. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182412874. [PMID: 34948483 PMCID: PMC8701813 DOI: 10.3390/ijerph182412874] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 11/23/2021] [Accepted: 12/05/2021] [Indexed: 12/20/2022]
Abstract
The A Body Shape Index (ABSI) was recently introduced to quantify abdominal adiposity relative to the body mass index (BMI) and height. This cross-sectional study was performed to explore whether the ABSI is linked to chronic kidney disease (CKD) in older adults and compare the predictive capacity of the ABSI versus BMI for CKD. In total, 7053 people aged ≥ 60 years were divided into normal, mild, and moderate-to-severe CKD groups based on their estimated glomerular filtration rate (eGFR). The correlation of the ABSI with the eGFR and the differences and trends in the ABSI and BMI among the groups were analyzed, and the cutoff points for moderate-to-severe CKD were calculated. The association between the ABSI and CKD was stronger than that between the BMI and CKD. The ABSI had a better capacity to discriminate the CKD stage than did the BMI. The capacity of the ABSI to predict moderate-to-severe CKD was higher than that of the BMI and was more substantial in women than men. The ABSI cutoff points for CKD were ≥0.0822 and 0.0795 in men and women, respectively. In conclusion, the ABSI serves as a better index than the BMI for screening and detecting high-risk individuals with CKD.
Collapse
Affiliation(s)
- Bokun Kim
- Department of Kinesiology, Silla University, Busan 46958, Korea;
| | - Gwonmin Kim
- Medical Research Institute, Pusan National University Hospital, Busan 49241, Korea; (G.K.); (J.P.)
| | - Eonho Kim
- Department of Physical Education, Dongguk University, Seoul 04620, Korea;
| | - Jonghwan Park
- Medical Research Institute, Pusan National University Hospital, Busan 49241, Korea; (G.K.); (J.P.)
| | - Tomonori Isobe
- Faculty of Medicine, University of Tsukuba, Ibaraki 305-8575, Japan; (T.I.); (T.S.)
| | - Takeji Sakae
- Faculty of Medicine, University of Tsukuba, Ibaraki 305-8575, Japan; (T.I.); (T.S.)
| | - Sechang Oh
- Faculty of Medicine, University of Tsukuba, Ibaraki 305-8575, Japan; (T.I.); (T.S.)
- Correspondence: ; Tel.: +81-29-853-3291
| |
Collapse
|
10
|
Nakanishi Y, Tsugihashi Y, Akahane M, Noda T, Nishioka Y, Myojin T, Kubo S, Higashino T, Okuda N, Robine JM, Imamura T. Comparison of Japanese Centenarians' and Noncentenarians' Medical Expenditures in the Last Year of Life. JAMA Netw Open 2021; 4:e2131884. [PMID: 34739063 PMCID: PMC8571656 DOI: 10.1001/jamanetworkopen.2021.31884] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
IMPORTANCE Although research has shown that centenarians tend to experience shorter periods of serious illness compared with other age groups, few studies have focused on the medical expenditures of centenarians as a potential indicator of the scale of medical resources used in their last year of life. OBJECTIVE To compare Japanese centenarians' and noncentenarians' monthly medical expenditures during the year before death according to age and sex. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study used linked national health and long-term care insurance data collected from April 2013 to March 2018 in Nara Prefecture, Japan, for residents aged 75 years or older who were insured under the Medical Care System for older adults and died between April 2014 and March 2018. Data were analyzed from April 2013 to March 2018. EXPOSURES Age of 100 years or older (centenarians) vs 75 to 99 years (noncentenarians). MAIN OUTCOMES AND MEASURES The numbers of unique inpatients and outpatients and medical expenditures related to decedents' hospitalization and outpatient care were extracted and analyzed based on sex and age group. The Jonckheere-Terpstra test was used to identify trends in unadjusted medical expenditures by age group, and generalized estimating equations were used to estimate monthly median expenditures by age group with adjustment for comorbidity burden and functional status. RESULTS Of 34 317 patients aged 75 to 109 years (16 202 men [47.2%] and 18 115 women [52.8%]) who died between April 2014 and March 2018, 872 (2.5%) were aged 100 to 104 years (131 men [15.0%] and 741 women [85.0%]) and 78 (0.2%) were aged 105 to 109 years (fewer than 10 were men). The analysis of unadjusted medical expenditures in the last year of life showed a significant trend of lower expenditures for the older age groups; the median adjusted total expenditures during the 30 days before death by age group were $6784 (IQR, $4884-$9703) for ages 75 to 79 years, $5894 (IQR, $4292-$8536) for 80 to 84 years, $5069 (IQR, $3676-$7150) for 85 to 89 years, $4205 (IQR, $3085-$5914) for 90 to 94 years, $3522 (IQR, $2626-$4861) for 95 to 99 years, $2898 (IQR, $2241-$3835) for 100 to 104 years, and $2626 (IQR, $1938-$3527) for 105 to 109 years. The proportion of inpatients among all patients in the year before death also decreased with increasing age: 4311 of all 4551 patients aged 75 to 79 years (94.7%); 43 of all 78 patients aged 105 to 109 years (55.1%); 2831 of 2956 men aged 75 to 79 years (95.8%); 50.0% of men aged 105 to 109 years (the number is not reported owing to the small sample size); 1480 of 1595 women aged 75 to 79 years (92.8%); and 55.7% of women aged 105 to 109 years (the number of women is not reported to prevent back-calculation of the number of men). Specifically, 274 of 872 patients aged 100 to 104 years (31.4%) and 35 of 78 patients aged 105 to 109 years (44.9%) had not been admitted to a hospital in the year before death. CONCLUSIONS AND RELEVANCE This cohort study found that medical expenditures in the last year of life tended to be lower for centenarians than for noncentenarians aged 75 years or older in Japan. The proportion of inpatients also decreased with increasing age. These findings may inform future health care services coverage and policies for centenarians.
Collapse
Affiliation(s)
- Yasuhiro Nakanishi
- Department of Health and Welfare Services, National Institute of Public Health, Wako, Saitama, Japan
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Yukio Tsugihashi
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Manabu Akahane
- Department of Health and Welfare Services, National Institute of Public Health, Wako, Saitama, Japan
| | - Tatsuya Noda
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Yuichi Nishioka
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Tomoya Myojin
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Shinichiro Kubo
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| | - Tsuneyuki Higashino
- Healthcare and Wellness Division, Mitsubishi Research Institute Inc, Chiyoda, Tokyo, Japan
| | - Naoko Okuda
- Japan Medical Association Research Institute, Tokyo, Japan
| | - Jean-Marie Robine
- Mécanismes Moléculaires Dans les Démences, École Pratique des Hautes Études, Institut National de la Santé et de la Recherche Médicale, University of Montpellier, Montpellier, France, and Paris Sciences & Lettres Research University, Montpellier, France
- Centre de Recherche Médecine, Sciences, Santé, Santé Mentale, Société, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Ecole des Hautes Études en Sciences Sociales, University of Paris, Paris, France
| | - Tomoaki Imamura
- Department of Public Health, Health Management and Policy, Nara Medical University, Kashihara, Nara, Japan
| |
Collapse
|