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Wu X, Chen Z, Zhao Y, Ren H. Correlation and predictive value of novel anthropometric indicators with adult sarcopenia and sarcopenia obesity. Sci Rep 2024; 14:31776. [PMID: 39738342 DOI: 10.1038/s41598-024-82751-7] [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: 06/22/2024] [Accepted: 12/09/2024] [Indexed: 01/02/2025] Open
Abstract
The present study leverages the comprehensive data from the National Health and Nutrition Examination Survey (NHANES) to examine the Influencing factors of sarcopenia (SA) and sarcopenic obesity (SO). The investigation is designed to a non-invasive, cost-effective, and convenient method that is applicable to the adult population, enabling the accurate and simultaneous detection of risks associated with SA and SO. Furthermore, this research will evaluate the critical values of effective anthropometric indicators, providing early warning for risk management in self-health care and offering valuable insights for subsequent research and clinical practice. The data pertaining to NHANES participants were meticulously selected from the databases of six cycles, spanning from 2001 to 2004 and 2011 to 2018. Utilizing the diagnostic criteria established by the American Foundation for the National Institutes of Health (FNIH), anthropometric measurement data were extracted to construct composite indices. These indices were then cross-referenced with diagnostic assessments from dual-energy X-ray absorptiometry and bioelectrical impedance analysis to examine the correlations between various metrics and the incidence of diseases. R software (version 4.3.3) was used for analysis, and the primary analytical methods employed included logistic regression, restricted cubic splines (RCS), and the Receiver Operating Characteristic (ROC) curve analysis (AUC). Sarcopenia and sarcopenic obesity are commonly observed in individuals within the middle-aged and elderly demographics. The prevalence of these conditions is higher among middle-aged men of a given age when contrasted with women at the age of 40. All anthropometric indexes demonstrated a positive correlation with the onset of SA and SO, with the association with waist-to-height ratio (WHtR) showcasing a heightened strength subsequent to the adjustment for all covariates. The predictive models of all ROC curves performed commendably, particularly with the body roundness index and WHtR forecasting models exhibiting superior performance, the area under the AUC curve is 0.87 (95 CI% 0.85, 0.88) and 0.86 (95 CI% 0.85, 0.88), respectively. The RCS curve delineated a distinctive J-shaped distribution for each physical index in concurrence with SA and SO, signifying an optimal value at which the incidence of these conditions is minimal; conversely, deviations from this optimal value entailed an escalated risk of disease. Diverse anthropometric index metrics bear a strong correlation with adult onset of sarcopenia and sarcopenic obesity, each displaying commendable predictive capability. Notably, the body roundness index and waist-to-height ratio may harbor heightened potential as indicative anthropometric indexes. Furthermore, the dose-effect relationship analysis inferred that the lowest disease risk is manifested among individuals with specific index profiles, thereby advocating for autonomous health monitoring to promote physical activity and bolster nutrient intake, thus mitigating the risk of sarcopenia and sarcopenic obesity.
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Affiliation(s)
- Xue Wu
- Beijing Sport University, Beijing, China
| | - Ziang Chen
- Beijing Sport University, Beijing, China
| | | | - Hong Ren
- Beijing Sport University, Beijing, China.
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Ali SR, Nkembo AT, Tipparaju SM, Ashraf M, Xuan W. Sarcopenia: recent advances for detection, progression, and metabolic alterations along with therapeutic targets. Can J Physiol Pharmacol 2024; 102:697-708. [PMID: 39186818 PMCID: PMC11663012 DOI: 10.1139/cjpp-2024-0201] [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] [Indexed: 08/28/2024]
Abstract
Sarcopenia, a disorder marked by muscle loss and dysfunction, is a global health concern, particularly in aging populations. Sarcopenia is intricately related to various health conditions, including obesity, dysphagia, and frailty, which underscores the complexity. Despite recent advances in metabolomics and other omics data for early detection and treatment, the precise characterization and diagnosis of sarcopenia remains challenging. In the present review we provide an overview of the complex metabolic mechanisms that underlie sarcopenia, with particular emphasis on protein, lipid, carbohydrate, and bone metabolism. The review highlights the importance of leucine and other amino acids in promoting muscle protein synthesis and clarifies the critical role played by amino acid metabolism in preserving muscular health. In addition, the review provides insights regarding lipid metabolism on sarcopenia, with an emphasis on the effects of inflammation and insulin resistance. The development of sarcopenia is largely influenced by insulin resistance, especially with regard to glucose metabolism. Overall, the review emphasizes the complex relationship between bone and muscle health by highlighting the interaction between sarcopenia and bone metabolism. Furthermore, the review outlines various therapeutic approaches and potential biomarkers for diagnosing sarcopenia. These include pharmacological strategies such as hormone replacement therapy and anabolic steroids as well as lifestyle modifications such as exercise, nutrition, and dietary changes.
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Affiliation(s)
- Syeda Roohina Ali
- Department of Pharmaceutical Sciences, USF Health Taneja College of Pharmacy, University of South Florida, Tampa, FL, US
| | - Augustine T Nkembo
- Department of Pharmaceutical Sciences, USF Health Taneja College of Pharmacy, University of South Florida, Tampa, FL, US
| | - Srinivas M Tipparaju
- Department of Pharmaceutical Sciences, USF Health Taneja College of Pharmacy, University of South Florida, Tampa, FL, US
| | - Muhammad Ashraf
- Department of Pharmaceutical Sciences, USF Health Taneja College of Pharmacy, University of South Florida, Tampa, FL, US
| | - Wanling Xuan
- Department of Pharmaceutical Sciences, USF Health Taneja College of Pharmacy, University of South Florida, Tampa, FL, US
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Huang Y, Liu S, Muo C, Lai C, Chang C. Male Sex and Ageing are Independent Risk Factors for Sarcopenia Stage in Patients With Chronic Kidney Disease Not Yet on Dialysis. J Cachexia Sarcopenia Muscle 2024; 15:2684-2692. [PMID: 39351998 PMCID: PMC11634482 DOI: 10.1002/jcsm.13612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 09/05/2024] [Accepted: 09/11/2024] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND The risk of sarcopenia in older adults with chronic kidney disease (CKD) not yet on dialysis is controversial. The aims of this study were to investigate the association among sarcopenia, diabetes and predialysis CKD and evaluate the impact of gender and ageing on the risk of sarcopenia statuses in older patients with predialysis CKD. METHODS The participants aged ≥60 years old were recruited from the community of New Taipei City, Taiwan. Handgrip strength, appendicular skeletal muscle mass and the 6-m walk were measured. The diagnosis of sarcopenia was established based on the consensus of Asian Sarcopenia Working Group 2019. These older adults were categorised into G1, G2 and G3-5 according to the guidelines of Kidney Disease Improving Global Outcomes (KDIGO) after calculating the estimated glomerular filtration rate by the Modification of Diet in Renal Disease equation. The Chi-square test and ANOVA were used to estimate the difference of categorical and continuous variables, respectively. Polytomous logistic regression was employed to assess the odds ratio (OR) and 95% confidence intervals (CIs) of the sarcopenia status and sarcopenia-associated risk factors in the predialysis CKD patients. All tests were two-sided, and p < 0.05 was defined as statistical significance. RESULTS Among the 3648 older adults (mean age: 71.9 ± 6.07 years), including 1701 males and 1947 females, 870 (23.9%), 94 (2.58%) and 48 (1.32%) had possible sarcopenia, sarcopenia and severe sarcopenia, respectively. After adjustment, the risk for possible sarcopenia, sarcopenia and severe sarcopenia significantly increased with ageing (OR = 1.11, 1.10 and 1.23; 95% CI = 1.10-1.13, 1.07-1.15 and 1.18-1.30, respectively) and male gender (OR = 2.26, 20.3 and 25.4; 95% CI = 1.87-2.73, 11.5-36.0 and 11.3-57.2, respectively). Compared with KDIGO G1, no significant association between KDIGO G3-5 and the statuses of sarcopenia was observed (OR = 0.97, 0.88 and 0.91; 95% CI = 0.75-1.26, 0.43-1.78 and 0.37-2.27, p = 0.821, 0.718, 0.838, for possible sarcopenia, sarcopenia and severe sarcopenia, respectively). Ageing and male gender indicated a significant risk for higher sarcopenia status in older patients with predialysis CKD (0.027-fold/year and 0.284-fold, respectively) (p < 0.0001). CONCLUSIONS This study illuminated the importance of the male sex and the ageing process on the risk of sarcopenia progression in patients with predialysis CKD. Early clinical screening and aggressive treatment for the prevention of higher sarcopenia status in advanced older male adults with predialysis CKD are recommended.
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Affiliation(s)
- Yi‐Fang Huang
- Department of General DentistryChang Gung Memorial HospitalLinkouTaiwan
- Graduate Institute of Dental and Craniofacial Science, College of MedicineChang Gung UniversityTaoyuanTaiwan
- School of Dentistry, College of Oral MedicineTaipei Medical UniversityTaipeiTaiwan
| | - Shih‐Ping Liu
- Translational Medicine Research CenterChina Medical University HospitalTaichungTaiwan
- Program for Aging, College of MedicineChina Medical UniversityTaichungTaiwan
| | - Chih‐Hsin Muo
- Management Office for Health DataChina Medical University HospitalTaichungTaiwan
| | - Chen‐Yi Lai
- Internal Audit DepartmentFar Eastern Memorial HospitalNew TaipeiTaiwan
- Graduate Institute of MedicineYuan Ze UniversityTaoyuanTaiwan
| | - Chung‐Ta Chang
- School of Dentistry, College of Oral MedicineTaipei Medical UniversityTaipeiTaiwan
- Graduate Institute of MedicineYuan Ze UniversityTaoyuanTaiwan
- Department of Emergency MedicineFar Eastern Memorial HospitalNew TaipeiTaiwan
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Jiang H, Li L, Zhang X, He J, Chen C, Sun R, Chen Y, Xia L, Wen L, Chen Y, Liu J, Zhang L, Lv W. Novel insights into the association between genetically proxied inhibition of proprotein convertase subtilisin/kexin type 9 and risk of sarcopenia. J Cachexia Sarcopenia Muscle 2024; 15:2417-2425. [PMID: 39254080 PMCID: PMC11634518 DOI: 10.1002/jcsm.13575] [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: 04/24/2024] [Revised: 07/20/2024] [Accepted: 07/29/2024] [Indexed: 09/11/2024] Open
Abstract
BACKGROUND The effects of lipid-lowering drugs [including statins, ezetimibe, and proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors] on hyperlipidaemia have been established. Some may have treatment effects beyond their reported properties, offering potential opportunities for drug repurposing. Epidemiological studies have reported conflicting findings on the relationship between lipid-lowering medication use and sarcopenia risk. METHODS We performed a two-sample Mendelian randomization (MR) study to investigate the causal association between the use of genetically proxied lipid-lowering drugs (including statins, ezetimibe, and PCSK9 inhibitors, which use low-density lipoprotein as a biomarker), and sarcopenia risk. The inverse-variance weighting method was used with pleiotropy-robust methods (MR-Egger regression and weighted median) and colocalization as sensitivity analyses. RESULTS According to the positive control analysis, genetically proxied inhibition in lipid-lowering drug targets was associated with a lower risk of coronary heart disease [PCSK9 (OR, 0.67; 95% CI, 0.61 to 0.72; P = 7.7E-21); 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR; OR, 0.68; 95% CI, 0.57 to 0.82; P = 4.6E-05), and Niemann-Pick C1-like 1 (NPC1L1; OR, 0.53; 95% CI, 0.40 to 0.69; P = 3.3E-06)], consistent with drug mechanistic actions and previous trial evidence. Genetically proxied inhibition of PCSK9 (beta, -0.040; 95% CI, -0.068 to -0.012; P = 0.005) and circulating PCSK9 levels (beta, -0.019; 95% CI, -0.033 to -0.005; P = 0.006) were associated with reduced appendicular lean mass (ALM) with concordant estimates in terms of direction and magnitude. Validation analyses using a second instrument for PCSK9 yielded consistent results in terms of direction and magnitude [(PCSK9 to ALM; beta, -0.052; 95% CI, -0.074 to -0.032; P = 7.1E-7); (PCSK9 protein to ALM; beta, -0.060; 95% CI, -0.106 to -0.014; P = 0.010)]. Genetically proxied inhibition of PCSK9 gene expression in the liver may be associated with reduced ALM (beta, -0.013; 95% CI, -0.035 to 0.009; P = 0.25), consistent with the results of PCSK9 drug-target and PCSK9 protein MR analyses, but the magnitude was less precise. No robust association was found between HMGCR inhibition (beta, 0.048; 95% CI, -0.015 to 0.110; P = 0.14) or NPC1L1 (beta, 0.035; 95% CI, -0.074 to 0.144; P = 0.53) inhibition and ALM, and validation and sensitivity MR analyses showed consistent estimates. CONCLUSIONS This MR study suggested that PCSK9 is involved in sarcopenia pathogenesis and that its inhibition is associated with reduced ALM. These findings potentially pave the way for future studies that may allow personalized selection of lipid-lowering drugs for those at risk of sarcopenia.
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Affiliation(s)
- Hongyan Jiang
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Lulu Li
- Department of Emergency Medicine, The First Affiliated Hospital, School of MedicineZhejiang UniversityZhejiangChina
| | - Xue Zhang
- Department of Emergency Medicine, The First Affiliated Hospital, School of MedicineZhejiang UniversityZhejiangChina
| | - Jia He
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Chuanhuai Chen
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Ruimin Sun
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Ying Chen
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Lijuan Xia
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Lei Wen
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Yunxiang Chen
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Junxiu Liu
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Lijiang Zhang
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
| | - Wanqiang Lv
- Center of Safety Evaluation and Research, Key Laboratory of Drug Safety Evaluation and Research of Zhejiang ProvinceHangzhou Medical CollegeZhejiangChina
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Chen X, Zhu M, Cao J, Zuo D, Chen Z, Weng Y, Jiang H, Hu Y. Sex differences in the association between chest computed tomography-defined sarcopenia and cardiovascular risk factors among inpatients. Front Nutr 2024; 11:1431036. [PMID: 39285867 PMCID: PMC11403372 DOI: 10.3389/fnut.2024.1431036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 08/13/2024] [Indexed: 09/19/2024] Open
Abstract
Background While sarcopenia has been found to be associated with increased risks of cardiovascular diseases (CVDs), evidence exploring sex-related differences remains insufficient. This study aimed to investigate the differences in how often sarcopenia occurs in each sex, as determined by skeletal muscle area (SMA) in chest CT images, and its association with CVD common risk factors. Methods This cross-sectional study involved 1,340 inpatients from the Department of Geriatrics of Renji Hospital, affiliated to Shanghai Jiaotong University School of Medicine. Data on age, sex, body mass index (BMI), smoking status, disease history, and clinical parameters were collected. Sarcopenia was defined using chest CT images with a cut-off value of T12-SMA/height2 <25.75 cm2/m2 in male patients and <20.16 cm2/m2 in female patients. Cardiovascular risk was assessed using the Framingham risk score (FRS). The association between T12-SMA/height2-defined sarcopenia and CVD risk factors by sex was evaluated using a multivariate logistic regression analysis. Results The overall prevalence of T12-SMA/height2-defined sarcopenia (<25.75 cm2/m2 for male patients, <20.16 cm2/m2 for female patients) was 54.03%, with 48.09% in male patients and 63.19% in female patients. The proportion of male patients with high CVD risk was greater than that of female patients. The multivariate analysis revealed that T12-SMA/height2-defined sarcopenia was independently associated with age (in male patients only), systolic blood pressure (SBP), cholesterol, and high-density lipoprotein cholesterol (HDL-C) among the six FRS cardiovascular risk indices. Conclusion Our results suggest that T12-SMA/height2-defined sarcopenia was more prevalent in male patients than in female patients. Sarcopenia was associated with higher levels of SBP and HDL-C and lower levels of cholesterol. Increasing age had a more significant effect on CVD risk in male patients.
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Affiliation(s)
- Xin Chen
- Department of Geriatrics, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of General Practice, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Mingyu Zhu
- Department of Geriatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Jie Cao
- Department of Geriatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Didi Zuo
- Department of Geriatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Zengai Chen
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Yurong Weng
- Department of Geriatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Hua Jiang
- Department of Geriatrics, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of General Practice, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yaomin Hu
- Department of Geriatrics, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
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Hao JQ, Zhuang ZX, Hu SY, Zhang YJ, Zhang JW, He FJ, Wang R, Zhuang W, Wang MJ. The association between non‑high‑density lipoprotein cholesterol to high‑density lipoprotein cholesterol ratio (NHHR) and low muscle mass in adults aged 20-59: a population-based study in the United States. Lipids Health Dis 2024; 23:274. [PMID: 39198823 PMCID: PMC11350999 DOI: 10.1186/s12944-024-02243-5] [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: 05/17/2024] [Accepted: 08/07/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND The ratio between non-high-density lipoprotein cholesterol and high-density lipoprotein cholesterol (NHHR) is a reliable marker for assessing the risk linked to lipid metabolism disorders. Sarcopenia, characterized by age-related loss of muscle mass and strength/function, includes the assessment of muscle mass, muscle strength, and muscle-specific strength. However, research into NHHR's relationship with low muscle mass risk remains unexplored. METHODS Our study utilized a cross-sectional approach, examining data derived from the National Health and Nutrition Examination Survey (NHANES) from 2011 to 2018. Through multivariable linear and logistic regression, we investigated the relationships of the NHHR with muscle mass and low muscle mass. We visualized the results using smoothing curves and assessed threshold effects. We also performed various subgroup and sensitivity analyses. RESULTS This research encompassed 9,012 participants and demonstrated significant nonlinear associations between NHHR and ALMBMI or low muscle mass risk in a generalized additive model (GAM), pinpointing critical NHHR values (3.328 and 3.367) where changes in NHHR significantly impacted ALMBMI and low muscle mass risk. CONCLUSIONS The NHHR demonstrates a significant association with an increased risk of low muscle mass among middle-aged Americans. This ratio has potential as a predictive marker for low muscle mass. Further exploration of NHHR is expected to aid in advancing preventive and therapeutic measures for this condition.
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Affiliation(s)
- Jia-Qi Hao
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zi-Xuan Zhuang
- Colorectal Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shu-Yue Hu
- Neonatology Department, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Yu-Jie Zhang
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jia-Wan Zhang
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Feng-Jun He
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Rui Wang
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Wen Zhuang
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Mo-Jin Wang
- Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Department of General Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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Yang Q, Zhang Z, He P, Mao X, Jing X, Hu Y, Jing L. LC/MS-Based Untargeted Lipidomics Reveals Lipid Signatures of Sarcopenia. Int J Mol Sci 2024; 25:8793. [PMID: 39201479 PMCID: PMC11354784 DOI: 10.3390/ijms25168793] [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: 07/10/2024] [Revised: 07/27/2024] [Accepted: 07/29/2024] [Indexed: 09/02/2024] Open
Abstract
Sarcopenia, a multifactorial systemic disorder, has attracted extensive attention, yet its pathogenesis is not fully understood, partly due to limited research on the relationship between lipid metabolism abnormalities and sarcopenia. Lipidomics offers the possibility to explore this relationship. Our research utilized LC/MS-based nontargeted lipidomics to investigate the lipid profile changes as-sociated with sarcopenia, aiming to enhance understanding of its underlying mechanisms. The study included 40 sarcopenia patients and 40 control subjects matched 1:1 by sex and age. Plasma lipids were detected and quantified, with differential lipids identified through univariate and mul-tivariate statistical analyses. A weighted correlation network analysis (WGCNA) and MetaboAna-lyst were used to identify lipid modules related to the clinical traits of sarcopenia patients and to conduct pathway analysis, respectively. A total of 34 lipid subclasses and 1446 lipid molecules were detected. Orthogonal partial least squares discriminant analysis (OPLS-DA) identified 80 differen-tial lipid molecules, including 38 phospholipids. Network analysis revealed that the brown module (encompassing phosphatidylglycerol (PG) lipids) and the yellow module (containing phosphati-dylcholine (PC), phosphatidylserine (PS), and sphingomyelin (SM) lipids) were closely associated with the clinical traits such as maximum grip strength and skeletal muscle mass (SMI). Pathway analysis highlighted the potential role of the glycerophospholipid metabolic pathway in lipid me-tabolism within the context of sarcopenia. These findings suggest a correlation between sarcopenia and lipid metabolism disturbances, providing valuable insights into the disease's underlying mechanisms and indicating potential avenues for further investigation.
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Affiliation(s)
| | | | | | | | | | | | - Lipeng Jing
- Institute of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou 730000, China; (Q.Y.); (Z.Z.); (P.H.); (X.M.); (X.J.); (Y.H.)
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8
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He R, Ye Y, Zhu Q, Xie C. Association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and sarcopenia in individuals with cancer: a cross-sectional study. Lipids Health Dis 2024; 23:217. [PMID: 39014376 PMCID: PMC11251101 DOI: 10.1186/s12944-024-02205-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Accepted: 07/04/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND Cancer and sarcopenia are both closely related to lipid metabolism, but the relationship between lipid metabolism and patients with cancer and sarcopenia has not been thoroughly studied. The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) is a reliable measure of lipid metabolism. The purpose of this study was to determine the possible relationship between the NHHR and sarcopenia in individuals with cancer. METHODS Data from the National Health and Nutrition Examination Survey (NHANES) database for individuals with cancer, with and without sarcopenia was analyzed using weighted multiple regression equations, weighted regression cubic spline (RCS) analysis, and weighted subgroup analysis. RESULTS In total, 1,602 individuals with cancer were included, of whom 17.1% had sarcopenia. In Adjusted Model 2, the occurrence of sarcopenia was found to be significantly associated with a higher NHHR in cancer (95% confidence interval [CI]:1.01-1.39, P = 0.036). Individuals with high a NHHR had a 2.09-fold higher risk of developing sarcopenia in comparison to those with a low NHHR (95% CI:1.12-3.92, P = 0.022). RCS analysis further identified a U-shaped non-linear relationship between females with cancer and the muscle index. Subgroup analysis indicated that sex was a significant stratifying factor, whereas age, race, marital status, smoking and drinking habits, and history of cardiovascular disease, arthritis, hypertension, and diabetes had no significant impact. CONCLUSION From the perspective of lipid metabolism, the NHHR may serve as an indicator for monitoring and preventing the occurrence of sarcopenia in individuals with cancer, particularly for females with cancer who appear to have greater sensitivity.
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Affiliation(s)
- Ran He
- The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Youjun Ye
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Qilei Zhu
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Changsheng Xie
- Department of Medical Oncology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Traditional Chinese Medicine), Hangzhou, China.
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9
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Wang X, Qi C, Li X, Li D, Ding H, Shen J, Liu Y, Xi Y. The role of dietary fats on cognition and sarcopenia in the elderly. Asia Pac J Clin Nutr 2024; 33:272-282. [PMID: 38794985 PMCID: PMC11170001 DOI: 10.6133/apjcn.202406_33(2).0012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 04/09/2024] [Accepted: 03/11/2024] [Indexed: 05/27/2024]
Abstract
BACKGROUND AND OBJECTIVES To elucidate the role of dietary fats on the relationship between mild cognitive impairment and sarcopenia and help identifying and preventing the decline of cognitive and muscle function in elderly individuals. METHODS AND STUDY DESIGN The study conducted involving a group of 1812 individuals between the ages of 61 and 92. Body composition and BMR were assessed by bioelectrical impedance analysis. Cognitive function and dietary nutrition were evaluated by neuropsychological assessments and questionnaire of food intake frequency. Lipidomics analysis was performed using UHPLC-Qtrap-MS/MS. RESULTS MCI and SA are mutual influencing factors, lower intake of MUFA, PUFA and higher intake of fat was associated with cognitive dysfunction and/or SA (p < 0.05). PUFA was important for MCI combined with SA (Compared with Q1, Q4 OR: 0.176, 95%CI: 0.058,0.533). Lipidomics analysis revealed that triacylglycerol (TAG) contain more carbon chains with saturated double bonds may be closely related to cognitive impairment and the progression of SA (p < 0.05). While, DAG with carbon chains of unsaturated double bonds is opposite. CONCLUSIONS Insufficient intake of unsaturated fatty acids was associated with the development of cognitive decline and the progression of SA. MUFA affecting muscle health, fats and PUFA has a greater impact on MCI combined with SA. Less MUFA intake and increasing saturated double-bonded fatty acid intake might be the key factors on promoting cognitive impairment and SA in the elderly. They have the potential to serve as prospective biomarkers indicating a higher risk of cognitive decline and/or SA in the elderly population.
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Affiliation(s)
- Xianyun Wang
- School of Public Health, Capital Medical University, Beijing, China
| | - Chengyan Qi
- School of Public Health, Capital Medical University, Beijing, China
| | - Xiaoying Li
- Department of Geriatrics, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
| | - Dajun Li
- School of Public Health, Capital Medical University, Beijing, China
| | - Huini Ding
- School of Public Health, Capital Medical University, Beijing, China
| | - Jing Shen
- School of Public Health, Capital Medical University, Beijing, China
| | - Yijia Liu
- School of Public Health, Capital Medical University, Beijing, China
| | - Yuandi Xi
- School of Public Health, Capital Medical University, Beijing, China.
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10
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Liu Z, Guo Y, Zheng C. Type 2 diabetes mellitus related sarcopenia: a type of muscle loss distinct from sarcopenia and disuse muscle atrophy. Front Endocrinol (Lausanne) 2024; 15:1375610. [PMID: 38854688 PMCID: PMC11157032 DOI: 10.3389/fendo.2024.1375610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/05/2024] [Indexed: 06/11/2024] Open
Abstract
Muscle loss is a significant health concern, particularly with the increasing trend of population aging, and sarcopenia has emerged as a common pathological process of muscle loss in the elderly. Currently, there has been significant progress in the research on sarcopenia, including in-depth analysis of the mechanisms underlying sarcopenia caused by aging and the development of corresponding diagnostic criteria, forming a relatively complete system. However, as research on sarcopenia progresses, the concept of secondary sarcopenia has also been proposed. Due to the incomplete understanding of muscle loss caused by chronic diseases, there are various limitations in epidemiological, basic, and clinical research. As a result, a comprehensive concept and diagnostic system have not yet been established, which greatly hinders the prevention and treatment of the disease. This review focuses on Type 2 Diabetes Mellitus (T2DM)-related sarcopenia, comparing its similarities and differences with sarcopenia and disuse muscle atrophy. The review show significant differences between the three muscle-related issues in terms of pathological changes, epidemiology and clinical manifestations, etiology, and preventive and therapeutic strategies. Unlike sarcopenia, T2DM-related sarcopenia is characterized by a reduction in type I fibers, and it differs from disuse muscle atrophy as well. The mechanism involving insulin resistance, inflammatory status, and oxidative stress remains unclear. Therefore, future research should further explore the etiology, disease progression, and prognosis of T2DM-related sarcopenia, and develop targeted diagnostic criteria and effective preventive and therapeutic strategies to better address the muscle-related issues faced by T2DM patients and improve their quality of life and overall health.
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Affiliation(s)
- Zhenchao Liu
- Institute of Integrative Medicine, Qingdao University, Qingdao, Shandong, China
| | - Yunliang Guo
- Institute of Integrative Medicine, Qingdao University, Qingdao, Shandong, China
| | - Chongwen Zheng
- Department of Neurology, The 2 Affiliated Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
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11
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Sun Y, Liu BW, Zhang X, Yin FZ. Relationships Between the Apolipoprotein Levels and Sarcopenia in Inpatients with Type 2 Diabetes Mellitus: A Cross-Sectional Study. Diabetes Metab Syndr Obes 2024; 17:2085-2094. [PMID: 38799278 PMCID: PMC11122175 DOI: 10.2147/dmso.s461324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 05/10/2024] [Indexed: 05/29/2024] Open
Abstract
Background Apolipoprotein (Apo) may be associated with sarcopenia in elderly inpatients with type 2 diabetes mellitus (T2DM), but fewer studies are available. In this study, we explored the association of ApoA1, ApoB, and ApoB/ApoA1 with sarcopenia and compared the predictive role of Apo indicators for sarcopenia in an elderly T2DM. Objective To investigate the relationships between the Apo and sarcopenia in elderly inpatients with T2DM. Methods This study included 253 inpatients with T2DM (mean age of 70.11±5.44 years, 32.8% male). The inpatients were divided into the sarcopenic group (n = 100) and non-sarcopenic group (n = 153). The associations among the Apo and sarcopenia were assessed using multivariate analyses. Results Inpatients in the sarcopenia group showed lower ApoA1 levels than those in the non-sarcopenia group (1.25±0.21 vs 1.36±0.20 g/L, P < 0.05) and showed higher ApoB/ApoA1 and ApoB levels than those in the non-sarcopenia group (0.82±0.27 vs 0.69±0.19 g/L, P < 0.05;1.00±0.32 vs 0.93±0.24 g/L, P < 0.05, respectively). After adjusting for age and BMI, the logistic regression model indicated that ApoA1 was a protective factor for elderly inpatients with T2DM sarcopenia.(OR =0.079,95% CI: 0.021~0.306, P < 0.05);ApoB and AopB/AopA1 were risk factors for elderly inpatients with T2DM sarcopenia.(OR =3.578,95% CI:1.318~9.715, P < 0.05;OR =16.440,95% CI:4.437~60.427, P < 0.05, respectively). AopB/AopA1 provided an AUC value of 0.765 in elderly men.(95% CI: 0.665~0.866, P<0.05). Conclusion ApoA1, AopB, and AopB/AopA1 are associated with sarcopenia in elderly inpatients with T2DM, and AopB/AopA1 may be a potential predictor of sarcopenia in elderly men with T2DM.
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Affiliation(s)
- Yang Sun
- Hebei Medical University, Shijiazhuang, Hebei, People’s Republic of China
- Department of Endocrinology, First Hospital of Qinhuangdao, Qinhuangdao, Hebei, People’s Republic of China
| | - Bo-Wei Liu
- Department of Endocrinology, First Hospital of Qinhuangdao, Qinhuangdao, Hebei, People’s Republic of China
| | - Xin Zhang
- Department of Endocrinology, First Hospital of Qinhuangdao, Qinhuangdao, Hebei, People’s Republic of China
| | - Fu-Zai Yin
- Department of Endocrinology, First Hospital of Qinhuangdao, Qinhuangdao, Hebei, People’s Republic of China
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12
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He Y, Cui W, Fang T, Zhang Z, Zeng M. Metabolites of the gut microbiota may serve as precise diagnostic markers for sarcopenia in the elderly. Front Microbiol 2023; 14:1301805. [PMID: 38188577 PMCID: PMC10768011 DOI: 10.3389/fmicb.2023.1301805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 11/28/2023] [Indexed: 01/09/2024] Open
Abstract
Sarcopenia, a disease recognized by the World Health Organization, has posed a great challenge to the world in the current aging society. The vital role of the gut microbiome through the gut-muscle axis in sarcopenia is increasingly recognized. However, the working mechanisms by which the gut microbiota functions have not been fully explored in the multi-omics field. Here, we designed a cross-sectional study that recruited patients (n = 32) with sarcopenia and healthy old adults (n = 31). Diagnosis of sarcopenia was based on the Asian Working Group for Sarcopenia (AWGS) in 2019 criteria. Muscle mass was represented by appendicular skeletal muscle mass measured by using direct segmental multi-frequency bioelectrical impedance and muscle strength was evaluated using the handgrip strength. The Short Physical Performance Battery, the 5-time Chair Stand Test, and the 4-metre Walk Test were used to assess physical performance. Shotgun metagenomic sequencing was used to profile the gut microbiome in order to identify its construction and function. Metabolome based on untargeted metabolomics was applied to describe the features and structure of fecal metabolites. In clinical indexes including triglycerides and high-density lipoprotein cholesterol, we noted a significant decrease in triglycerides (TG) and a significant increase in high-density lipoprotein cholesterol (HDL-C) in patients with sarcopenia. Appendicular skeletal muscle mass of patients with sarcopenia was lower than the health group. Based on intestinal metagenomic and fecal metabolomic profiles, we found that the gut microbiome and metabolome were disturbed in patients with sarcopenia, with significant decreases in bacteria such as Bifidobacterium longum, Bifidobacterium pseudocatenulatum, and Bifidobacterium adolescentis, as well as metabolites such as shikimic acid. Also, we plotted supervised classification models at the species level of gut bacteria (AUC = 70.83-88.33) and metabolites (AUC = 92.23-98.33) based on machine learning, respectively. Based on the gut-muscle axis network, a potential mechanism is proposed along the gut microbiome - key metabolites - clinical index, that Phascolarctobacterium faecium affects appendicular skeletal muscle mass, calf circumference, handgrip strength, and BMI via Shikimic acid metabolites. This study elucidates the potential mechanisms by which the gut microbiome influences the progress of sarcopenia through metabolites and provides a meaningful theoretical foundation for reference in the diagnosis and treatment of sarcopenia.
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Affiliation(s)
- Yangli He
- Center of Geriatrics, Hainan General Hospital/Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan Province, China
| | - Weipeng Cui
- School of Food Science and Engineering, Key Laboratory of Food Nutrition and Functional Food of Hainan Province, Hainan University, Haikou, Hainan, China
| | - Tuanyu Fang
- Department of Endocrine, Hainan General Hospital/Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan Province, China
| | - Zeng Zhang
- School of Food Science and Engineering, Key Laboratory of Food Nutrition and Functional Food of Hainan Province, Hainan University, Haikou, Hainan, China
| | - Min Zeng
- Center of Geriatrics, Hainan General Hospital/Hainan Affiliated Hospital of Hainan Medical University, Haikou, Hainan Province, China
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