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Zou JF, Li ST, Wang LP, Zhou NL, Ran JJ, Yang X, Tian CH, Liu YT, Liu Y, Peng W. Diagnostic Value of Nutritional Risk Index and Other Indices for Predicting Sarcopenia in the Middle-Aged and Elderly Population of China Without Cancer: A ROC Curve Analysis. Int J Gen Med 2024; 17:2527-2538. [PMID: 38841128 PMCID: PMC11152168 DOI: 10.2147/ijgm.s457252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 05/24/2024] [Indexed: 06/07/2024] Open
Abstract
Background Emerging evidence suggests that systemic inflammatory and nutritional biomarkers, along with derived indices, could serve as predictors for sarcopenia in cancer population. This study aimed to compare these predictors, focusing on the nutritional risk index (NRI) and evaluate its diagnostic value, for sarcopenic patients without cancer. Methods This cross-sectional retrospective study included 1674 participants. Sarcopenia is defined by skeletal muscle mass index (SMI). Laboratory data reflected the values of systemic inflammatory and nutritional biomarkers, from which the derived indices were calculated. Multiple logistic regression analysis, ROC curve analysis, and the Youden index were utilized to assess the association between these markers and sarcopenia and determine the cutoff value for predicting sarcopenia. Results Among all participants (1110 men and 564 women, mean age 61.97 ± 9.83 years), 398 individuals were diagnosed with sarcopenia, indicating a prevalence of 23.78% in China's middle-aged and elderly population without cancer. Logistic regression analysis revealed significant associations between all biomarkers and derived indices with sarcopenia. Following adjustment for potential confounders, lower NRI values were significantly associated with a higher incidence of sarcopenia. For sarcopenia diagnosis, the area under the curve (AUC) for NRI was 0.769 ([95% CI, 0.742, 0.796], P < 0.001), with a cutoff value of 106.016, sensitivity of 75.6% and specificity of 66.1%. NRI demonstrated greater predictive advantage for sarcopenia incidence in men compared to women. Conclusion A lower NRI value was associated with a higher prevalence of sarcopenia. NRI shows promise for early, rapid, and effective sarcopenia screening, particularly in China's middle-aged and elderly male population without cancer.
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Affiliation(s)
- Jing-Feng Zou
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Shao-Tian Li
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Li-Ping Wang
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Nian-Li Zhou
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Jia-Jia Ran
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Xin Yang
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Chun-Hui Tian
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Yi-Ting Liu
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Yun Liu
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
| | - Wen Peng
- Department of General Practice, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, WuHan, Hubei, People’s Republic of China
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Liang J, Zhang J, Lou Z, Tang X. Development and validation of a predictive nomogram for subsequent contralateral hip fracture in elderly patients within 2 years after hip fracture surgery. Front Med (Lausanne) 2023; 10:1263930. [PMID: 38179269 PMCID: PMC10764586 DOI: 10.3389/fmed.2023.1263930] [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: 07/25/2023] [Accepted: 12/07/2023] [Indexed: 01/06/2024] Open
Abstract
Purpose Contralateral hip refracture following initial hip fracture surgery is life-threatening in the elderly with high incidence and mortality. This study investigated the associated independent risk factors and established a nomogram prediction model. Methods Totally 734 elderly patients with hip fractures who underwent surgical treatment (January 2016-December 2020) were enrolled. Following analyses on demographic variables, clinical characteristics, and laboratory examination, independent risk factors of contralateral hip fractures in the elderly were identified through the least absolute shrinkage and selection operator (LASSO) regression, and univariate and multivariate logistic regression. Patients were randomly allocated into training (n = 513) and validation sets (n = 221). A training set-based nomogram prediction model was established and assessed for predictability, discriminatory ability, and clinical applicability using the receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) in both sets. Results Contralateral hip refractures occurred in 7.08% (52/734) patients within 2 years after surgery. Age, hemoglobin (Hb), heart disease, neurovascular disease, Parkinson's disease (PD), Alzheimer's disease (AD), chronic obstructive pulmonary disease (COPD), and chronic kidney disease (CKD) were independent risk factors. The nomogram prediction model had a favorable discriminatory ability, as indicated by the areas under the ROC curves (AUC): 0.906 (95% CI, 0.845-0.967) in the training set and 0.956 (95% CI, 0.927-0.985) in the validation set. The calibration curves demonstrated a good consistency between the actual subsequent contralateral hip fracture incidence and the predicted probability. The DCA of the nomogram demonstrated the model's excellent clinical efficacy. Conclusion The nomogram model enabled accurate individualized prediction for the occurrence of subsequent contralateral hip fracture in the elderly within 2 years after surgical treatment, which might help clinicians with precise references for appropriate perioperative management and rehabilitation education following initial hip surgery for their patients.
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Affiliation(s)
- Jiahui Liang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, China
- Graduate School of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Jian Zhang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, China
- Graduate School of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Zhiyuan Lou
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, China
- Graduate School of Dalian Medical University, Dalian Medical University, Dalian, China
| | - Xin Tang
- Department of Orthopedics, First Affiliated Hospital of Dalian Medical University, Dalian, China
- Graduate School of Dalian Medical University, Dalian Medical University, Dalian, China
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Jaiswal R, Johansson H, Axelsson KF, Magnusson P, Harvey NC, Vandenput L, McCloskey E, Kanis JA, Litsne H, Johansson L, Lorentzon M. Hemoglobin Levels Improve Fracture Risk Prediction in Addition to FRAX Clinical Risk Factors and Bone Mineral Density. J Clin Endocrinol Metab 2023; 108:e1479-e1488. [PMID: 37406247 PMCID: PMC10655535 DOI: 10.1210/clinem/dgad399] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 06/26/2023] [Accepted: 07/03/2023] [Indexed: 07/07/2023]
Abstract
CONTEXT Anemia and decreasing levels of hemoglobin (Hb) have previously been linked to increased fracture risk, but the added value to FRAX, the most utilized fracture prediction tool worldwide, is unknown. OBJECTIVE To investigate the association between anemia, Hb levels, bone microstructure, and risk of incident fracture and to evaluate whether Hb levels improve fracture risk prediction in addition to FRAX clinical risk factors (CRFs). METHODS A total of 2778 community-dwelling women, aged 75-80 years, and part of a prospective population-based cohort study in Sweden were included. At baseline, information on anthropometrics, CRFs, and falls was gathered, blood samples were collected, and skeletal characteristics were investigated using dual-energy x-ray absorptiometry and high-resolution peripheral quantitative computed tomography. At the end of follow-up, incident fractures were retrieved from a regional x-ray archive. RESULTS The median follow-up time was 6.4 years. Low Hb was associated with worse total hip and femoral neck bone mineral density (BMD), and lower tibia cortical and total volumetric BMD, and anemia was associated with increased risk of major osteoporotic fracture (MOF; hazard ratio 2.04; 95% CI 1.58-2.64). Similar results were obtained for hip fracture and any fracture, also when adjusting for CRFs. The ratio between 10-year fracture probabilities of MOF assessed in models with Hb levels included and not included ranged from 1.2 to 0.7 at the 10th and 90th percentile of Hb, respectively. CONCLUSION Anemia and decreasing levels of Hb are associated with lower cortical BMD and incident fracture in older women. Considering Hb levels may improve the clinical evaluation of patients with osteoporosis and the assessment of fracture risk.
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Affiliation(s)
- Raju Jaiswal
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
| | - Helena Johansson
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
| | - Kristian F Axelsson
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
- Region Västra Götaland, Närhälsan Norrmalm, Health Centre, 549 40 Skövde, Sweden
| | - Per Magnusson
- Department of Clinical Chemistry, and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Nicholas C Harvey
- MRC Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Liesbeth Vandenput
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
| | - Eugene McCloskey
- Centre for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK
- MRC Versus Arthritis Centre for Integrated research in Musculoskeletal Ageing, Mellanby Centre for Musculoskeletal Research, University of Sheffield, Sheffield, UK
| | - John A Kanis
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
- Centre for Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK
| | - Henrik Litsne
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
| | - Lisa Johansson
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
- Region Västra Götaland, Department of Orthopedics, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Mattias Lorentzon
- Sahlgrenska Osteoporosis Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, University of Gothenburg, 413 45 Gothenburg, Sweden
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, 3000, Australia
- Region Västra Götaland, Department of Geriatric Medicine, Sahlgrenska University Hospital, Mölndal, Sweden
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Tseng YT, Han DS, Lai JCY, Wang CH, Wang TG, Chen HH. The Influence of Hemoglobin and Swallowing Ability on Daily Living Activities After Hospital Discharge in Taiwanese Stroke Patients: A Longitudinal Study. Arch Phys Med Rehabil 2023; 104:1638-1645. [PMID: 37286069 DOI: 10.1016/j.apmr.2023.05.005] [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: 07/29/2022] [Revised: 05/04/2023] [Accepted: 05/08/2023] [Indexed: 06/09/2023]
Abstract
OBJECTIVE This study aimed to examine the mediating effect of swallowing ability on hemoglobin levels and activities of daily living (ADL). DESIGN Prospective longitudinal study. SETTING Two rehabilitation wards in a national referral center for Northern Taiwan, followed by discharge. PARTICIPANTS 101 participants were admitted for first or recurrent infarction or hemorrhagic stroke and transferred to the rehabilitation ward of a medical center (N=101). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Hemoglobin data were collected from medical records. Swallowing ability and ADL were measured using the Functional Oral Intake Scale and Barthel Index, respectively, with higher scores indicating better functioning. RESULTS Mediation analysis performed using path analysis illustrated that hemoglobin at the time of transfer to the rehabilitation ward had a direct and positive effect on swallowing ability at 1-3 days before discharge (path coefficient=0.21, 95% confidence interval [CI]: 0.04-0.35, P=.018), and swallowing ability at 1-3 days before discharge had a direct and positive effect on ADL at 1 month after discharge (path coefficient=0.36, 95% CI: 0.13-0.57, P=.002). Hemoglobin level at the time of transfer to the rehabilitation ward did not directly influence ADL 1 month after discharge (path coefficient=0.12, 95% CI: -0.05-0.28, P=.166). These results indicate that swallowing ability substantially mediates the relation between previous hemoglobin levels and subsequent ADL. CONCLUSION Low hemoglobin levels and poor swallowing ability should be concurrently addressed to improve ADL performance.
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Affiliation(s)
- Ying-Tzu Tseng
- Department of Nursing, National Taiwan University Hospital, Taipei City, Taiwan
| | - Der-Sheng Han
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, BeiHu Branch, Taipei City, Taiwan; Department of Physical Medicine and rehabilitation, National Taiwan University Hospital, Taipei City, Taiwan
| | - Jerry Cheng-Yen Lai
- Department of Medical Research, Taitung MacKay Memorial Hospital, Taitung City, Taiwan; College of Science and Engineering, National Taitung University, Taitung City, Taiwan
| | - Chien-Hui Wang
- Department of Nursing, National Taiwan University Hospital, Taipei City, Taiwan
| | - Tyng-Guey Wang
- Department of Physical Medicine and rehabilitation, National Taiwan University Hospital, Taipei City, Taiwan; Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital, Taipei City, Taiwan
| | - Hung-Hui Chen
- Department of Nursing, National Taiwan University Hospital, Taipei City, Taiwan; School of Nursing, College of Medicine, National Taiwan University, Taipei City, Taiwan.
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Esposito A, Foffa I, Bastiani L, Vecoli C, Rizza A, Storti S, De Caterina AR, Mazzone A, Berti S. A Novel Frailty Score Based on Laboratory Parameters (FIMS Score) for the Management of Older Patients with Severe Aortic Stenosis. J Clin Med 2023; 12:5927. [PMID: 37762867 PMCID: PMC10531860 DOI: 10.3390/jcm12185927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/04/2023] [Accepted: 09/10/2023] [Indexed: 09/29/2023] Open
Abstract
This study aimed to develop a novel score based on common laboratory parameters able to identify frail and sarcopenic patients as well as predict mortality in elderly patients with severe aortic stenosis (AS) for tailored clinical decision-making. A total of 109 patients (83 ± 5 years; females, 68%) with AS underwent a multidisciplinary pre-operative assessment and finalized a "frailty-based management" for the AS interventional treatment. Laboratory parameters of statistically significant differences between sarcopenic and non-sarcopenic individuals were tested in the structural equation model (SEM) to build a Frailty Inflammation Malnutrition and Sarcopenia score (FIMS score). Mortality at 20 months of follow-up was considered an outcome. FIMS score, in particular, the cut-off value ≥ 1.28 was able to identify "frail" and "early frail" patients and predict mortality with a sensitivity of 83.3% and 82.6%, respectively (p = 0.001) and was an independent determinant associated with a higher risk of mortality (HR 5.382; p-value = 0.002). The FIMS score, easily achievable and usable in clinical practice, was able to identify frail and sarcopenic patients as well as predict their adverse clinical outcomes. This score could provide appropriate guidance during decision-making regarding elderly patients with severe AS.
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Affiliation(s)
- Augusto Esposito
- Cardiology Unit, Ospedale del Cuore, Fondazione Toscana “G. Monasterio”, 54100 Massa, Italy; (A.R.); (A.R.D.C.); (S.B.)
| | - Ilenia Foffa
- Institute of Clinical Physiology, National Research Council, Via Aurelia Sud, 54100 Massa, Italy; (I.F.); (L.B.); (C.V.)
- Fondazione Toscana Gabriele Monasterio, Via Aurelia Sud, 54100 Massa, Italy; (S.S.); (A.M.)
| | - Luca Bastiani
- Institute of Clinical Physiology, National Research Council, Via Aurelia Sud, 54100 Massa, Italy; (I.F.); (L.B.); (C.V.)
- Fondazione Toscana Gabriele Monasterio, Via Aurelia Sud, 54100 Massa, Italy; (S.S.); (A.M.)
| | - Cecilia Vecoli
- Institute of Clinical Physiology, National Research Council, Via Aurelia Sud, 54100 Massa, Italy; (I.F.); (L.B.); (C.V.)
- Fondazione Toscana Gabriele Monasterio, Via Aurelia Sud, 54100 Massa, Italy; (S.S.); (A.M.)
| | - Antonio Rizza
- Cardiology Unit, Ospedale del Cuore, Fondazione Toscana “G. Monasterio”, 54100 Massa, Italy; (A.R.); (A.R.D.C.); (S.B.)
| | - Simona Storti
- Fondazione Toscana Gabriele Monasterio, Via Aurelia Sud, 54100 Massa, Italy; (S.S.); (A.M.)
| | - Alberto Ranieri De Caterina
- Cardiology Unit, Ospedale del Cuore, Fondazione Toscana “G. Monasterio”, 54100 Massa, Italy; (A.R.); (A.R.D.C.); (S.B.)
| | - Annamaria Mazzone
- Fondazione Toscana Gabriele Monasterio, Via Aurelia Sud, 54100 Massa, Italy; (S.S.); (A.M.)
| | - Sergio Berti
- Cardiology Unit, Ospedale del Cuore, Fondazione Toscana “G. Monasterio”, 54100 Massa, Italy; (A.R.); (A.R.D.C.); (S.B.)
- Institute of Clinical Physiology, National Research Council, Via Aurelia Sud, 54100 Massa, Italy; (I.F.); (L.B.); (C.V.)
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Huang T, Li C, Chen F, Xie D, Yang C, Chen Y, Wang J, Li J, Zheng F. Prevalence and risk factors of osteosarcopenia: a systematic review and meta-analysis. BMC Geriatr 2023; 23:369. [PMID: 37322416 PMCID: PMC10273636 DOI: 10.1186/s12877-023-04085-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 06/02/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND Osteosarcopenia is a syndrome with a concomitant presence of both sarcopenia and osteopenia/osteoporosis. It increases the risk of frailty, falls, fractures, hospitalization, and death. Not only does it burden the lives of older adults, but it also increases the economic burden on health systems around the world. This study aimed to review the prevalence and risk factors of osteosarcopenia to generate important references for clinical work in this area. METHODS Pubmed, Embase, Cochrane Library, Web of Science, CNKI, Wanfang, CBM, and VIP databases were searched from inception until April 24th, 2022. The quality of studies included in the review was evaluated using the NOS and AHRQ Scale. Pooled effects of the prevalence and associated factors were calculated using random or fixed effects models. Egger's test, Begg's test, and funnel plots were used to test the publication bias. Sensitivity analysis and subgroup analysis were conducted to identify the sources of heterogeneity. Statistical analysis was performed using Stata 14.0 and Review Manager 5.4. RESULTS A total of 31 studies involving 15,062 patients were included in this meta-analysis. The prevalence of osteosarcopenia ranged from 1.5 to 65.7%, with an overall prevalence of 21% (95% CI: 0.16-0.26). The risk factors for osteosarcopenia were female (OR 5.10, 95% CI: 2.37-10.98), older age (OR 1.12, 95% CI: 1.03-1.21), and fracture (OR 2.92, 95% CI: 1.62-5.25). CONCLUSION The prevalence of osteosarcopenia was high. Females, advanced age, and history of fracture were independently associated with osteosarcopenia. It is necessary to adopt integrated multidisciplinary management.
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Affiliation(s)
- Tianjin Huang
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Chen Li
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Faxiu Chen
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China.
| | - Dunan Xie
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Chuhua Yang
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Yuting Chen
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Jintao Wang
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Jiming Li
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
| | - Fei Zheng
- Medical College of Nanchang University, Nanchang, China
- Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, China
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Luo X, Ding H, Broyles A, Warden SJ, Moorthi RN, Imel EA. Using machine learning to detect sarcopenia from electronic health records. Digit Health 2023; 9:20552076231197098. [PMID: 37654711 PMCID: PMC10467215 DOI: 10.1177/20552076231197098] [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: 02/23/2023] [Accepted: 08/08/2023] [Indexed: 09/02/2023] Open
Abstract
Introduction Sarcopenia (low muscle mass and strength) causes dysmobility and loss of independence. Sarcopenia is often not directly coded or described in electronic health records (EHR). The objective was to improve sarcopenia detection using structured data from EHR. Methods Adults undergoing musculoskeletal testing (December 2017-March 2020) were classified as meeting sarcopenia thresholds for 0 (controls), ≥1 (Sarcopenia-1), or ≥2 (Sarcopenia-2) tests. Electronic health record diagnoses, medications, and laboratory testing were extracted from the Indiana Network for Patient Care. Five machine learning models were applied to EHR data for predicting sarcopenia. Results Of 1304 participants, 1055 were controls, 249 met Sarcopenia-1 and 76 met Sarcopenia-2. Sarcopenic participants were older, with higher fat mass, Charlson Comorbidity Index, and more chronic diseases. All models performed better for Sarcopenia-2 than Sarcopenia-1. The top performing models for Sarcopenia-1 were Logistic Regression [area under the curve (AUC) 71.59 (95% confidence interval [CI], 71.51-71.66)] and Multi-Layer Perceptron [AUC 71.48 (95%CI, 71.00-71.97)]. The top performing models for Sarcopenia-2 were Logistic Regression [AUC 91.44 (95%CI, 91.28-91.60)] and Support Vector Machine [AUC 90.81 (95%CI, 88.41-93.20)]. For the best Logistic Regression Model, important sarcopenia predictors included diabetes mellitus, digestive system complaints, signs and symptoms involving the nervous, musculoskeletal and respiratory systems, metabolic disorders, and kidney or urinary tract disorders. Opioids, corticosteroids, and antihyperlipidemic drugs were also more common among sarcopenic participants. Conclusions Applying machine learning models, sarcopenia can be predicted from structured data in EHR, which may be developed through future studies to facilitate large-scale early detection and intervention in clinical populations.
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Affiliation(s)
- Xiao Luo
- School of Engineering and Technology, Indiana University Purdue University at Indianapolis, Indianapolis, IN, USA
| | - Haoran Ding
- School of Engineering and Technology, Indiana University Purdue University at Indianapolis, Indianapolis, IN, USA
| | | | - Stuart J Warden
- Department of Physical Therapy, Indiana University School of Health and Human Sciences, Indianapolis, IN, USA
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ranjani N Moorthi
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Erik A Imel
- Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN, USA
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
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8
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Hecht S, Boxhammer E, Kaufmann R, Scharinger B, Reiter C, Kammler J, Kellermair J, Hammerer M, Blessberger H, Steinwender C, Hoppe UC, Hergan K, Lichtenauer M. CT-Diagnosed Sarcopenia and Cardiovascular Biomarkers in Patients Undergoing Transcatheter Aortic Valve Replacement: Is It Possible to Predict Muscle Loss Based on Laboratory Tests?—A Multicentric Retrospective Analysis. J Pers Med 2022; 12:jpm12091453. [PMID: 36143238 PMCID: PMC9505474 DOI: 10.3390/jpm12091453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/29/2022] [Accepted: 09/02/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Patients with severe aortic valve stenosis (AS) often present with heart failure and sarcopenia. Sarcopenia, described as progressive degradation of skeletal muscle mass, has frequently been implicated as a cause of increased mortality, prolonged hospitalization and generalized poor outcome after transcatheter aortic valve replacement (TAVR). At present, sarcopenia is defined by the European Working Group on Sarcopenia in Older People (EWGSOP) based on clinical examination criteria and radiological imaging. The aim of the present study was to compare patients with Computed Tomography (CT)-diagnosed sarcopenia with regard to the expression of cardiovascular biomarkers in order to obtain additional, laboratory-chemical information. Methods: A total of 179 patients with severe AS were included in this retrospective study. Sarcopenia was determined via CT by measurement of the psoas muscle area (PMA), which was indexed to body surface area (PMAi). According to previous studies, the lowest tertile was defined as sarcopenic. Patients with (59/179) and without sarcopenia (120/179) in the overall cohort were compared by gender-specific cut-offs with regard to the expression of cardiovascular biomarkers such as brain natriuretic peptide (BNP), soluble suppression of tumorigenicity-2 (sST2), growth/differentiation of factor-15 (GDF-15), heart-type fatty-acid binding protein (H-FABP), insulin like growth factor binding protein 2 (IGF-BP2) and soluble urokinase-type plasminogen activator receptor (suPAR). Additionally, binary logistic regression analyses were calculated to detect possible predictors of the presence of sarcopenia. Results: No statistical differences regarding one-year survival could be detected between sarcopenic and non-sarcopenic patients in survival curves (log rank test p = 0.179). In the entire cohort, only BNP and hemoglobin (HB) showed a statistically significant difference, with only HB emerging as a relevant predictor for the presence of sarcopenia after binary logistic regression analysis (p = 0.015). No relevant difference in biomarker expression could be found in the male cohort. Regarding the female cohort, statistically significant differences were found in BNP, HB and hematocrit (HK). In binary logistic regression, however, none of the investigated criteria could be related to sarcopenia. Conclusion: Regardless of gender, patients with imaging-based muscle degradation did not demonstrate significantly different cardiovascular biomarker expression compared to those without it.
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Affiliation(s)
- Stefan Hecht
- Department of Radiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Elke Boxhammer
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Reinhard Kaufmann
- Department of Radiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Bernhard Scharinger
- Department of Radiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Christian Reiter
- Department of Cardiology, Medical Faculty of the Johannes Kepler University Linz, 4020 Linz, Austria
| | - Jürgen Kammler
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
- Department of Cardiology, Medical Faculty of the Johannes Kepler University Linz, 4020 Linz, Austria
| | - Jörg Kellermair
- Department of Cardiology, Medical Faculty of the Johannes Kepler University Linz, 4020 Linz, Austria
| | - Matthias Hammerer
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Hermann Blessberger
- Department of Cardiology, Medical Faculty of the Johannes Kepler University Linz, 4020 Linz, Austria
| | - Clemens Steinwender
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
- Department of Cardiology, Medical Faculty of the Johannes Kepler University Linz, 4020 Linz, Austria
| | - Uta C. Hoppe
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Klaus Hergan
- Department of Radiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
| | - Michael Lichtenauer
- Department of Internal Medicine II, Division of Cardiology, Paracelsus Medical University of Salzburg, 5020 Salzburg, Austria
- Correspondence:
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Association of hemoglobin levels with bone mineral density for adults over 18 years of age: a cross-sectional study. Sci Rep 2022; 12:9975. [PMID: 35705599 PMCID: PMC9200788 DOI: 10.1038/s41598-022-13973-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 05/31/2022] [Indexed: 11/23/2022] Open
Abstract
The overall objective of this study was to determine the association between hemoglobin (HGB) and bone mineral density (BMD) in the lumbar and thoracic spine of adults aged ≥ 18 years. This cross-sectional study utilized the non-institutionalized US population from the National Health and Nutrition Survey (NHANES) as the sample source. A multiple linear regression model was used to assess the relationship between HGB and BMD in the lumbar and thoracic spine, with analysis of subgroups conducted according to sex and race. Smooth curve fitting was performed to explore the potential nonlinear relationship. When nonlinearity was found, we further constructed a weighted two-piecewise linear regression model and used a recursive algorithm to calculate the inflection point. After accounting for relevant confounding variables, HGB was found to be negatively associated with lumbar spine BMD in multiple regression models. However, in the subgroup analyses stratified by sex and race, the relationship between HGB and thoracic spine BMD and lumbar spine BMD was only found in women and other races and races that were not recorded. In Non-Hispanic Asian subjects, the relationship between HGB and BMD in the lumbar spine and thoracic spine showed a U-shaped curve. In addition, the relationship between HGB and BMD in the lumbar spine formed an inverted U-shaped curve among participants in other races and those whose race was not reported. Our study shows that HGB has a non-linear relationship with lumbar and thoracic BMD. Further studies are required to elucidate the mechanisms underlying this association.
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Polito A, Barnaba L, Ciarapica D, Azzini E. Osteosarcopenia: A Narrative Review on Clinical Studies. Int J Mol Sci 2022; 23:ijms23105591. [PMID: 35628399 PMCID: PMC9147376 DOI: 10.3390/ijms23105591] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/09/2022] [Accepted: 05/14/2022] [Indexed: 02/06/2023] Open
Abstract
Osteosarcopenia (OS) is defined by the concurrent presence of osteopenia/osteoporosis and sarcopenia. The pathogenesis and etiology of OS involve genetic, biochemical, mechanical, and lifestyle factors. Moreover, an inadequate nutritional status, such as low intake of protein, vitamin D, and calcium, and a reduction in physical activity are key risk factors for OS. This review aims to increase knowledge about diagnosis, incidence, etiology, and treatment of OS through clinical studies that treat OS as a single disease. Clinical studies show the relationship between OS and the risk of frailty, falls, and fractures and some association with Non-communicable diseases (NCDs) pathologies such as diabetes, obesity, and cardiovascular disease. In some cases, the importance of deepening the related mechanisms is emphasized. Physical exercise with adequate nutrition and nutritional supplementations such as proteins, Vitamin D, or calcium, represent a significant strategy for breaking OS. In addition, pharmacological interventions may confer benefits on muscle and bone health. Both non-pharmacological and pharmacological interventions require additional randomized controlled trials (RCT) in humans to deepen the synergistic effect of exercise, nutritional interventions, and drug compounds in osteosarcopenia.
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11
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Falqueto H, dos Santos MR, Manfredi LH. Anabolic-Androgenic Steroids and Exercise Training: Breaking the Myths and Dealing With Better Outcome in Sarcopenia. Front Physiol 2022; 13:838526. [PMID: 35370776 PMCID: PMC8969048 DOI: 10.3389/fphys.2022.838526] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 02/21/2022] [Indexed: 11/13/2022] Open
Abstract
Sarcopenia is an emerging clinical condition determined by the reduction in physical function and muscle mass, being a health concern since it impairs quality of life and survival. Exercise training is a well-known approach to improve physical capacities and body composition, hence managing sarcopenia progression and worsening. However, it may be an ineffective treatment for many elderly with exercise-intolerant conditions. Thus, the use of anabolic-androgenic steroids (AAS) may be a plausible strategy, since these drugs can increase physical function and muscle mass. The decision to initiate AAS treatment should be guided by an evidence-based patient-centric perspective, once the balance between risks and benefits may change depending on the clinical condition coexisting with sarcopenia. This mini-review points out a critical appraisal of evidence and limitation of exercise training and AAS to treat sarcopenia.
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Affiliation(s)
- Hugo Falqueto
- Medical School, Federal University of Fronteira Sul, Chapecó, Brazil
- Graduate Program in Biomedical Sciences, UFFS, Chapecó, Brazil
| | | | - Leandro H. Manfredi
- Medical School, Federal University of Fronteira Sul, Chapecó, Brazil
- Graduate Program in Biomedical Sciences, UFFS, Chapecó, Brazil
- *Correspondence: Leandro H. Manfredi,
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12
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Khovasova NO, Vorobyeva NM, Tkacheva ON, Kotovskaya YV, Naumov AV, Selezneva EV, Ovcharova LN. The prevalence of anemia and its associations with other geriatric syndromes in subjects over 65 years old: data of Russian epidemiological study EVKALIPT. TERAPEVT ARKH 2022; 94:24-31. [DOI: 10.26442/00403660.2022.01.201316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 03/10/2022] [Indexed: 11/22/2022]
Abstract
Background. A low hemoglobin level in older adults impairs cognitive ability and functional status and associates with risk of falls and fractures, sarcopenia, malnutrition, depression, frailty, and decreased autonomy. Epidemiological data on the anemia prevalence in the geriatric population in our country is not available.
Aim. To assess the prevalence of anemia and analyze its associations with geriatric syndromes (GS) in subjects aged 65 years.
Materials and methods. 4308 subjects (30% of men) aged 65107 years, living in 11 regions of the Russian Federation, were examined and divided into age groups (6574 years, 7584 years and 85 years). All the participants underwent a comprehensive geriatric assessment and determined hemoglobin level.
Results. The anemia prevalence in older adults was 23.9%. It has been shown that with an increase in age per 1 year, the risk of anemia detection increases by 4%. The incidence of anemia was higher in males than females (28.1% versus 22.1%; p0.001). In most cases, anemia was mild. The results of a comprehensive geriatric assessment show that patients with anemia had lower hand grip force, Barthel Index, the sum of points on Lawton instrumental activities of daily living scale, Mini Nutritional Assessment scale, the Mini-Cog test and higher the sum of points on the Geriatric Depression Scale (GDS-15) and the Age Is No Barrier scale. Patients with anemia were more likely to use hearing aids, absorbent underwear, and assistive devices during movement. Patients with anemia had a higher incidence of all GS, except for orthostatic hypotension and chronic pain syndrome. The presence of GS is associated with an increased risk of anemia by 1.33.4 times.
Conclusion. EVKALIPT study obtained domestic data on the prevalence of anemia in older patients and examined its associations with other GS.
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The Interplay between Anticholinergic Burden and Anemia in Relation to 1-Year Mortality among Older Patients Discharged from Acute Care Hospitals. J Clin Med 2021; 10:jcm10204650. [PMID: 34682773 PMCID: PMC8539729 DOI: 10.3390/jcm10204650] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/26/2021] [Accepted: 10/08/2021] [Indexed: 01/15/2023] Open
Abstract
Anticholinergic burden (ACB) and anemia were found associated with an increased risk of death among older patients. Additionally, anticholinergic medications may contribute to the development of anemia. Therefore, we aimed at investigating the prognostic interplay of ACB and anemia among older patients discharged from hospital. Our series consisted of 783 patients enrolled in a multicenter observational study. The outcome of the study was 1 year mortality. ACB was assessed by an Anticholinergic Cognitive Burden score. Anemia was defined as hemoglobin < 13 g/dL in men and <12 g/dL in women. The association between study variables and mortality was investigated by Cox regression analysis. After adjusting for several potential confounders, ACB score = 2 or more was significantly associated with the outcome in anemic patients (HR = 1.93, 95%CI = 1.13–3.40), but not non anemic patients (HR = 1.51, 95%CI = 0.65–3.48). An additive prognostic interaction between ACB and anemia was observed (p = 0.02). Anemia may represent a relevant effect modifier in the association between ACB and mortality.
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14
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Ma J, Ye M, Li Y, Chai S, Huang H, Lian X, Huang H. Zhuanggu Zhitong Capsule alleviates osteosarcopenia in rats by up-regulating PI3K/Akt/Bcl2 signaling pathway. Biomed Pharmacother 2021; 142:111939. [PMID: 34311171 DOI: 10.1016/j.biopha.2021.111939] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 07/10/2021] [Accepted: 07/14/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND AND AIMS Osteosarcopenia (OS), characterized by the coexistence of osteoporosis (OP) and sarcopenia (SP), is associated with high morbidity and mortality in the elderly. Nevertheless, its pathogenesis and treatment remain unclear. The aim of this study was to investigate the effect and mechanism of Zhuanggu Zhitong Capsule (ZGZT) in OS rats. METHODS All the related targets of OS, corresponding targets for bioactive ingredients of ZGZT, intersection targets of ZGZT against OS, and signaling pathways were predicted and analyzed by network pharmacology. Next, a rat OS model was established by ovariectomy (OVX) and injection of dexamethasone (DXM). Rats were then randomly divided into a Control group, a Sham operation group, an OS model group, an OS+ZGZT group, and an OS+E2 group. The drug was given for 12 weeks. During treatment, body weight, forelimb grip and body composition were measured. In addition, bone mineral density (BMD) and micro CT were used to assess the left femur. After treatment, the left femur, left gastrocnemius, and left soleus, as well as uterus, liver, and kidney, were separated and analyzed using Histomorphology, Western blot, and quantitative real-time PCR (qRT-PCR). RESULTS ZGZT could effectively improve the phenotypes of OS by increasing forelimb grip strength, percentage lean mass of the whole body (SMI) or appendicular lean (RSMI), BMD, levels of bone formation markers, improving the microstructure of femur, and decreasing apoptotic rate in femur and gastrocnemius in OS rats by up-regulating PI3K/Akt/Bcl2 signal pathway. CONCLUSIONS ZGZT may be a new treatment option for the prevention and treatment of OS.
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Affiliation(s)
- Jiangtao Ma
- The Third Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Luoyang Orthopedic-Traumatological Hospital of Henan Province (Henan provincial Orthopedic Hospital), Zhengzhou 450046, China; Laboratory of Orthopaedics and Traumatology of Chinese Medicine of Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou 510405, China
| | - Maolin Ye
- Luoyang Orthopedic-Traumatological Hospital of Henan Province (Henan provincial Orthopedic Hospital), Zhengzhou 450046, China
| | - Ying Li
- The Third Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510375, China
| | - Shuang Chai
- Luoyang Orthopedic-Traumatological Hospital of Henan Province (Henan provincial Orthopedic Hospital), Zhengzhou 450046, China
| | - Hong Huang
- College of Nursing, Guangzhou University of Chinese Medicine, Guangzhou 510006, China
| | - Xiaohang Lian
- The Third Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou 510405, China; Laboratory of Orthopaedics and Traumatology of Chinese Medicine of Lingnan Medical Research Center of Guangzhou University of Chinese Medicine, Guangzhou 510405, China
| | - Hongxing Huang
- The Third Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510375, China.
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15
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Shimizu Y, Hayakawa H, Takada M, Okada T, Kiyama M. Hemoglobin and adult height loss among Japanese workers: A retrospective study. PLoS One 2021; 16:e0256281. [PMID: 34403451 PMCID: PMC8370608 DOI: 10.1371/journal.pone.0256281] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 08/03/2021] [Indexed: 11/26/2022] Open
Abstract
Height loss starting in middle age is reported to be associated with increased all-cause and cardiovascular mortality later in life. However, the mechanisms underlying this association are unclear. Hypoxia and oxidative stress, which are known causes of cardiovascular disease, could be reduced by hemoglobin. Therefore, hemoglobin could be inversely associated with height loss. However, high body mass index (BMI) is a known risk factor for intervertebral disc disorder, a known cause of height loss in adults. High BMI might confound the association between hemoglobin and height loss. Therefore, we performed analyses stratified by BMI status. To clarify the association between hemoglobin and height loss, we conducted a retrospective study of Japanese workers (6,471 men and 3,180 women) aged 40–74 years. Height loss was defined as being in the highest quintile of height decrease per year. In men overall and men with BMI <25 kg/m2, hemoglobin was significantly inversely associated with height loss; but no association was observed for men with high BMI (BMI ≥25 kg/m2) and for women. For men, after adjusting for known cardiovascular risk factors, adjusted odds ratios (ORs) and 95% confidence intervals (CIs) for height loss with each 1 standard deviation (SD) increase in hemoglobin (1.0 g/dL for men and 0.8g/dL for women) were 0.89 (0.83, 0.95) for men overall, 0.82 (0.75, 0.89) for men who do not have high BMI, and 1.01 (0.92, 1.12) for men with high BMI. For women, the corresponding values were 0.97 (0.89, 1.06), 0.98 (0.89, 1.09), and 0.93 (0.75, 1.15) respectively. Hemoglobin is significantly inversely associated with height loss in men who do not have high BMI, but not in men with high BMI or women. These results help clarify the mechanisms underlying height loss, which has been reported to be associated with a higher risk of mortality in adults.
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Affiliation(s)
- Yuji Shimizu
- Department of Cardiovascular Disease Prevention, Osaka Center for Cancer and Cardiovascular Diseases Prevention, Osaka, Japan
- * E-mail:
| | - Hidenobu Hayakawa
- Department of Cardiovascular Disease Prevention, Osaka Center for Cancer and Cardiovascular Diseases Prevention, Osaka, Japan
| | - Midori Takada
- Department of Cardiovascular Disease Prevention, Osaka Center for Cancer and Cardiovascular Diseases Prevention, Osaka, Japan
| | - Takeo Okada
- Department of Cardiovascular Disease Prevention, Osaka Center for Cancer and Cardiovascular Diseases Prevention, Osaka, Japan
| | - Masahiko Kiyama
- Department of Cardiovascular Disease Prevention, Osaka Center for Cancer and Cardiovascular Diseases Prevention, Osaka, Japan
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16
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Low prealbumin levels are associated with sarcopenia in older men with type 2 diabetes mellitus: A cross-sectional study. Nutrition 2021; 91-92:111415. [PMID: 34399401 DOI: 10.1016/j.nut.2021.111415] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 06/20/2021] [Accepted: 06/28/2021] [Indexed: 01/04/2023]
Abstract
OBJECTIVES The aim of this study was to evaluate the association between the serum levels of prealbumin and sarcopenia in older adults with type 2 diabetes mellitus. METHODS This cross-sectional study included 582 older adults with type 2 diabetes mellitus. Sarcopenia was defined based on the recently updated Asian Working Group for Sarcopenia 2019 criteria. Appendicular skeletal muscle was measured by dual energy x-ray absorptiometry. Serum levels of prealbumin, hemoglobin, hemoglobin A1c, and 25-hydroxyvitamin D3 were also tested. Multivariate analyses were used to assess the association between prealbumin levels and sarcopenia, adjusted for potential confounders. RESULTS The overall prevalence of sarcopenia was 9%, of which 12% for men and 6% for women. Male participants with sarcopenia had lower prealbumin levels than those without sarcopenia (213 ± 72 versus 260 ± 56 mg/L, P < 0.001). The proportion of men with low prealbumin level (<170 mg/L) was significantly higher in individuals with sarcopenia than in those without (31% versus 6%, respectively). In a logistic regression model, after adjusting for all potential covariates, low prealbumin (odds ratio, 4.15; 95% confidence interval, 1.13-15.25; P = 0.03) was significantly associated with sarcopenia in men, but the relationship between prealbumin and sarcopenia was not found in women. CONCLUSION Low prealbumin levels were associated with an increased risk for sarcopenia in older men with T2DM.
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17
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Covino M, Vitiello R, De Matteis G, Bonadia N, Piccioni A, Carbone L, Zaccaria R, Cauteruccio M, Ojetti V, Franceschi F. Hip Fracture Risk in Elderly With Non-End-Stage Chronic Kidney Disease: A Fall Related Analysis. Am J Med Sci 2021; 363:48-54. [PMID: 34256032 DOI: 10.1016/j.amjms.2021.06.015] [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: 07/21/2020] [Revised: 02/15/2021] [Accepted: 06/18/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND The aim of this study was to evaluate the risk of fracture as a consequence of trauma and its association with kidney function status in a cohort of elderly patients. METHODS This is an observational, cross-sectional study. We evaluated all fall-related trauma of patients ≥ 65 years in the emergency department (ED) between 2016 and 2018. According to CDK-EPI formula, we stratified the study population in different stages of chronic kidney disease (CKD) for glomerular filtrate rate (GFR) ≥ 15 and < 60, not on hemodialysis. The hip fracture rate was adjusted at multivariate analysis for age, sex, comorbid conditions, and CKD status. RESULTS We enrolled 5620 patients: 3482 patients had GFR ≥60, 1045 had GFR ≥45 and <60, 722 had GFR ≥30 and <45, and 371 had GFR ≥15 and <30. We recorded 636 (11.3%) hip fractures. After adjusting for significant covariates (age, sex, known osteoporosis, osteoporosis therapy, anemia, and dementia), patients with GFR ≥ 45 and <60 and GFR ≥30 and <45 exhibited an increased risk of femur fracture (odds ratio 2.01 [1.36-2.97] and 1.64 [1.08-2.48], respectively). Patients with GFR ≥15 and <30 had a higher risk of fracture, although not reaching statistical significance. CONCLUSIONS Our study confirms that patients with non-end stage CKD have an increased risk of femur fracture after a fall. Our data supports the hypothesis that this risk could be associated with increased bone fragility in CKD patients. Active osteoporosis therapy was found to be an effective preventive factor in our cohort.
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Affiliation(s)
- Marcello Covino
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, Roma, Italy.
| | - Raffaele Vitiello
- Department of Orthopedics, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Giuseppe De Matteis
- Department of Internal Medicine, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Nicola Bonadia
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy
| | - Andrea Piccioni
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy
| | - Luigi Carbone
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy
| | - Raffaella Zaccaria
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy
| | - Michele Cauteruccio
- Department of Orthopedics, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Veronica Ojetti
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, Roma, Italy
| | - Francesco Franceschi
- Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, Roma, Italy
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18
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Kao CC, Yang ZY, Chen WL. Association between protoporphyrin IX and sarcopenia: a cross sectional study. BMC Geriatr 2021; 21:384. [PMID: 34174837 PMCID: PMC8235857 DOI: 10.1186/s12877-021-02331-6] [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: 10/24/2020] [Accepted: 06/06/2021] [Indexed: 01/10/2023] Open
Abstract
Background According to the European Working Group on Sarcopenia in Older People (EWGSOP), the diagnosis of sarcopenia primarily focused on low muscle strength with the detection of low muscle quality and quantity as confirming index. Many studies had identified mitochondrial dysfunction as one of the multifactorial etiologies of sarcopenia. Yet, no study had investigated the role of biosynthetic pathway intermediate, which was found in mitochondria, in the development of sarcopenia. This study aimed to examine the association between protoporphyrin IX (PPIX) and components of sarcopenia. Method The present study enrolled 1172 participants without anemia between 1999 to 2002 from the National Health and Nutrition Examination Survey (NHANES) database. We employed the multivariable-logistic regression model to examine the relationship between PPIX and sarcopenia. Covariate adjustments were designated to each of the three models for further analysis of the relationship. Results In the unadjusted model, PPIX was significantly associated with sarcopenia (OR = 3.910, 95% CI = 2.375, 6.439, P value < 0.001). The significance persisted after covariate adjustments as observed in the fully adjusted model (OR = 2.537, 95% CI = 1.419, 4.537, P value = 0.002). Conclusions The findings of this study suggested statistically significant association between PPIX and sarcopenia. Our study disclosed the potential of PPIX as a valuable indicator of sarcopenia. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02331-6.
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Affiliation(s)
- Chia-Chun Kao
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taiwan, Republic of China
| | - Zhe-Yu Yang
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taiwan, Republic of China
| | - Wei-Liang Chen
- Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taiwan, Republic of China. .,Division of Geriatric Medicine, Department of Family and Community Medicine, Tri-Service General Hospital; and School of Medicine, National Defense Medical Center, Taiwan, Republic of China. .,Department of Biochemistry, National Defense Medical Center, Taiwan, Republic of China.
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Vlietstra L, Waters DL, Jones LM, Meredith-Jones K. High-Intensity Interval Aerobic Resistance Training to Counteract Low Relative Appendicular Lean Soft Tissue Mass in Middle Age: Study Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2020; 9:e22989. [PMID: 33064101 PMCID: PMC7600005 DOI: 10.2196/22989] [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: 07/29/2020] [Revised: 09/03/2020] [Accepted: 09/08/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Sarcopenia is the age-related loss of skeletal muscle mass and function and may exist in early middle age. Previous research in this area has focused on resistance training in older individuals; however, there is a lack of intervention trials in middle-aged adults with low relative appendicular lean soft tissue mass who may be at risk for sarcopenia in older age. OBJECTIVE This randomized controlled trial aims to determine the effects of a high-intensity interval aerobic resistance training intervention on appendicular lean soft tissue mass in middle-aged adults with low relative appendicular lean soft tissue mass. METHODS We will conduct a 40-week, single-blinded randomized controlled trial in 84 middle-aged adults with low appendicular lean soft tissue mass in the wider Dunedin area, New Zealand. We will randomly allocate participants to receive either a group-based, 20-week high-intensity interval aerobic resistance training intervention program or a single, 60-minute education session on current exercise recommendations. After the first 20 weeks, both groups will be given a 20-week home program. The study will assess primary and secondary outcome measures, including body composition (regional and whole-body lean soft tissue mass, fat mass, percentage body fat, measured by dual x-ray absorptiometry), blood biomarkers (cortisol, creatinine, C-reactive protein, lipid profile, hemoglobin), physical fitness (maximum oxygen consumption, blood pressure), physical activity (accelerometry), physical function (handgrip strength, sit-to-stand, gait speed, quadriceps strength), and self-reported questionnaires (health outcomes, self-efficacy, perceived enjoyment of physical activity, and multifactorial lifestyle), at baseline, 20 weeks, and 40 weeks. Physical function and self-reported questionnaires will also be measured at 10 weeks. We will assess the primary outcome measure, total body lean soft tissue mass, at baseline, 20 weeks, and 40 weeks. Analyses will be performed using intention-to-treat principles, comparing the outcomes resulting from the intervention, using linear mixed models. RESULTS We obtained ethical approval for this study from The University of Otago Human Ethics Committee on December 10, 2018. Participant recruitment started on February 11, 2019 and was completed on May 14, 2019. Data collection started on February 25, 2019 and was completed on February 28, 2020. We expect to publish the results in January 2021. CONCLUSIONS High-intensity interval aerobic resistance training is a time-efficient form of exercise, enabling busy middle-aged adults to meet physical activity recommendations while maximizing training results. The findings can inform the development of future prevention-focused interventions aimed at counteracting the high prevalence of sarcopenia in the aging population. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ACTRN12618001778279); https://tinyurl.com/y555z6fz. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/22989.
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Affiliation(s)
- Lara Vlietstra
- Department of Medicine, Otago Medical School, Dunedin Campus, University of Otago, Dunedin, New Zealand.,School of Physiotherapy, University of Otago, Dunedin, New Zealand
| | - Debra L Waters
- Department of Medicine, Otago Medical School, Dunedin Campus, University of Otago, Dunedin, New Zealand.,School of Physiotherapy, University of Otago, Dunedin, New Zealand
| | - Lynnette M Jones
- School of Physical Education, Sport & Exercise Sciences, University of Otago, Dunedin, New Zealand
| | - Kim Meredith-Jones
- Department of Medicine, Otago Medical School, Dunedin Campus, University of Otago, Dunedin, New Zealand
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