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Zhang J, Wang N, Li J, Wang Y, Xiao Y, Sha T. The Diagnostic Accuracy and Cutoff Value of Phase Angle for Screening Sarcopenia: A Systematic Review and Meta-Analysis. J Am Med Dir Assoc 2024; 25:105283. [PMID: 39326856 DOI: 10.1016/j.jamda.2024.105283] [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: 05/17/2024] [Revised: 08/21/2024] [Accepted: 08/21/2024] [Indexed: 09/28/2024]
Abstract
OBJECTIVES Phase angle (PhA) declines with age and is a reliable marker for muscle function, making it a potential screening indicator for sarcopenia. However, studies examined the reliability and validity of PhA for detecting sarcopenia, yielding inconsistent results. This meta-analysis aimed to evaluate the accuracy and cutoff value of PhA for screening sarcopenia and examine the potential confounding factors. DESIGN This is a meta-analysis. SETTING AND PARTICIPANTS PubMed, Embase, and Cochrane Library were searched up to September 18, 2023. Eighteen studies (6184 participants) were included reporting the diagnostic accuracy of PhA for screening sarcopenia. METHODS Pooled accuracy [ie, the computed area under the curve value (AUC)] and cutoff value interval for screening sarcopenia were estimated using a random-effects model. Meta-regression analyses were conducted to identify sources of heterogeneity. RESULTS The AUC value was 0.81. Pooled sensitivity and specificity were 80% and 70%. The calculated 95% CI of the cutoff value of PhA for screening sarcopenia falls between 4.54° and 5.25°. The results of meta-regression analyses showed that ethnicity, body mass index (BMI), health status, and diagnostic criteria were the main factors affecting the diagnostic accuracy for screening sarcopenia (with all P values < 0.01). CONCLUSION AND IMPLICATIONS PhA may serve as a robust screening tool for sarcopenia, and the recommended cutoff interval falls between 4.54° and 5.25°. Ethnicity, BMI, health status, and diagnostic criteria can affect PhA's efficacy in sarcopenia screening.
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Affiliation(s)
- Jian Zhang
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China
| | - Ning Wang
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China
| | - Jiatian Li
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China
| | - Yilun Wang
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China; Hunan Key Laboratory of Joint Degeneration and Injury, Xiangya Hospital, Central South University, Changsha, China; Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University, Changsha, China
| | - Yongbing Xiao
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China.
| | - Tingting Sha
- Department of Orthopaedics, Xiangya Hospital, Central South University, Changsha, China; Hunan Key Laboratory of Joint Degeneration and Injury, Xiangya Hospital, Central South University, Changsha, China; Key Laboratory of Aging-related Bone and Joint Diseases Prevention and Treatment, Ministry of Education, Xiangya Hospital, Central South University, Changsha, China.
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Zeng Y, Chen Y, Yang Y, Qiu Y, Fu P, Yuan H. Bioelectrical impedance analysis-derived phase angle predicts possible Sarcopenia in patients on maintenance hemodialysis: a retrospective study. BMC Nephrol 2024; 25:357. [PMID: 39415123 PMCID: PMC11484146 DOI: 10.1186/s12882-024-03787-5] [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: 03/10/2024] [Accepted: 09/30/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND The prevalence of possible sarcopenia is notably high among maintenance hemodialysis (MHD) patients. Possible sarcopenia, defined as a decrease in muscle strength and/or somatic function, is an early and reversible condition between non-sarcopenic and sarcopenia, and early recognition and intervention for possible sarcopenia is important for preventing adverse outcomes and improving the quality of life of these patients. This study aimed to establish a simple and effective model for screening and identifying MHD patients at high risk of possible sarcopenia by using 50 kHz-Whole Body Phase Angle (PhA), with a specific focus on gender differences. METHODS This prospective cross-sectional study was conducted from September to December 2023 at the Wenjiang Hemodialysis Center in the Department of Nephrology, West China Hospital, Sichuan University, Chengdu, China. A total of 244 MHD patients, including 130 males and 114 females, were enrolled. Data were collected prospectively, including demographic information and physical measurements. All participants provided informed consent before enrollment. Measurements were taken post-dialysis to ensure consistency. The whole-body phase angle was measured using the InBody S10 device, grip strength was measured using an electronic grip strength tester, and physical function was assessed by the Short Physical Performance Battery (SPPB). The Skeletal Muscle Index (SMI) was also calculated. RESULTS A total of 244 patients receiving hemodialysis were enrolled in this study. Among these, 109 patients were categorized as non-sarcopenic, 111 as having possible sarcopenia, and 24 as sarcopenic. The prevalence of sarcopenia among MHD patients is 9.8%, while the prevalence of possible sarcopenia is 45.5%. The receiver operating characteristic (ROC) curve analysis showed that for male patients, the AUC of PhA for predicting possible sarcopenia was 0.798, with a sensitivity of 80.36%, specificity of 69.70%, and a cutoff value of 6.20°. For female patients, the AUC of PhA was 0.701, with a sensitivity of 70.91% and specificity of 62.79%, and a cutoff value of 5.70°. CONCLUSIONS PhA may be a useful and simple predictor of the risk of possible sarcopenia in MHD patients, and more research is needed to further promote the use of PhA in possible sarcopenia.
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Affiliation(s)
- Ying Zeng
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China
- West China School of Nursing, Sichuan University, Chengdu, 610041, China
| | - Yang Chen
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China
- West China School of Nursing, Sichuan University, Chengdu, 610041, China
| | - Yujie Yang
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China
- West China School of Nursing, Sichuan University, Chengdu, 610041, China
| | - Ying Qiu
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China
- West China School of Nursing, Sichuan University, Chengdu, 610041, China
| | - Ping Fu
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Huaihong Yuan
- Department of Nephrology, Institute of Kidney Diseases, West China Hospital of Sichuan University, Chengdu, 610041, China.
- West China School of Nursing, Sichuan University, Chengdu, 610041, China.
- Guoxue Alley, Chengdu, Sichuan province, China.
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Pigłowska M, Corsonello A, Kostka T, Roller-Wirnsberger R, Wirnsberger G, Ärnlöv J, Carlsson AC, Tap L, Mattace-Raso F, Formiga F, Moreno-González R, Kob R, Sieber C, Gil P, Martinez SL, Ben-Romano R, Melzer I, Fabbietti P, Lattanzio F, Guligowska A. Limited predictive value of bioelectrical phase angle for the development of sarcopenia in older Europeans. J Nutr Health Aging 2024; 28:100386. [PMID: 39413686 DOI: 10.1016/j.jnha.2024.100386] [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: 06/24/2024] [Revised: 09/18/2024] [Accepted: 10/02/2024] [Indexed: 10/18/2024]
Abstract
BACKGROUND Despite the emerging interest in phase angle (PhA), a non-invasive marker of cell hydration and nutritional status, no previous study has reported the prospective association between PhA and incident sarcopenia. Therefore, the aim of our study was to evaluate the association of baseline PhA in older subjects without sarcopenia with the development of new sarcopenia as outcome. METHODS Six-hundred ninety-six subjects without sarcopenia aged ≥75 years enrolled in an international multicenter observational study were included. Sarcopenia was assessed according to the revised EWGSOP2 criteria at baseline and in follow-up visits at 12 and 24 months. Muscle strength was assessed through the handgrip strength test using a hydraulic grip strength dynamometer, muscle mass was assessed by bioimpedance analysis (BIA) and appendicular skeletal muscle mass (ASMM) was estimated. Physical performance was assessed by Short Physical Performance Battery (SPPB). RESULTS Participants who developed sarcopenia were older, less educated, had higher prevalence of osteoporosis, and lower baseline cognitive function, SPPB, handgrip strength and ASMM than those without sarcopenia. Baseline PhA was significantly lower in subjects developing sarcopenia. Nevertheless, after adjusting for all potential covariates including baseline components of sarcopenia in multiple logistic regression, neither PhA as continuous variable nor different levels of PhA were any more significant predictors of sarcopenia. CONCLUSIONS As an indicator of cells function, PhA could be a potential useful early marker in identifying older people at risk of developing sarcopenia but its practical applicability remains uncertain with the present data.
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Affiliation(s)
| | - Andrea Corsonello
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, Rende, Italy; Center for Biostatistic and Applied Geriatric Clinical Epidemiology (IRCCS INRCA), National Institute of Health and Science on Ageing, Cosenza, Ancona, Italy
| | - Tomasz Kostka
- Department of Geriatrics, Medical University of Lodz, Poland
| | | | - Gerhard Wirnsberger
- Medical University of Graz, Division of Nephrology, Department of Internal Medicine, Austria
| | - Johan Ärnlöv
- School of Health and Social Studies, Dalarna University, Falun, Sweden; Division of Family Medicine, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden
| | - Axel C Carlsson
- Academic Primary Health Care Centre, Region Stockholm, Stockholm, Sweden
| | - Lisanne Tap
- Department of Internal Medicine, Section of Geriatric Medicine, Erasmus MC, University Medical Center Rotterdam, The Netherlands
| | - Francesco Mattace-Raso
- Department of Internal Medicine, Section of Geriatric Medicine, Erasmus MC, University Medical Center Rotterdam, The Netherlands
| | - Francesc Formiga
- Geriatric Unit, Internal Medicine Department, Bellvitge University Hospital - IDIBELL - L'Hospitalet de Llobregat, Barcelona, Spain
| | - Rafael Moreno-González
- Geriatric Unit, Internal Medicine Department, Bellvitge University Hospital - IDIBELL - L'Hospitalet de Llobregat, Barcelona, Spain
| | - Robert Kob
- Department of Internal Medicine-Geriatrics, Institute for Biomedicine of Aging (IBA), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Cornel Sieber
- Department of Internal Medicine-Geriatrics, Institute for Biomedicine of Aging (IBA), Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Pedro Gil
- Department of Geriatric Medicine, Hospital Clinico San Carlos, Madrid, Spain
| | | | - Ronit Ben-Romano
- Recanati School for Community Health Professions at the Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-sheva, Israel
| | - Itshak Melzer
- Recanati School for Community Health Professions at the Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-sheva, Israel
| | - Paolo Fabbietti
- Center for Biostatistic and Applied Geriatric Clinical Epidemiology (IRCCS INRCA), National Institute of Health and Science on Ageing, Cosenza, Ancona, Italy.
| | - Fabrizia Lattanzio
- Italian National Research Center on Aging (IRCCS INRCA), Fermo and Cosenza, Ancona, Italy
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Saueressig C, Alves BC, Luft VC, Anastácio LR, Santos BC, Ferreira LG, Fonseca ALF, Jesus RPD, Oliveira LPMD, Boulhosa RSDSB, Lyra AC, Romeiro FG, Waitzberg DL, Belarmino G, Dall'Alba V. Mid-arm muscle circumference cutoff points in patients with cirrhosis: Low muscle mass related to malnutrition predicts mortality. Nutrition 2024; 125:112471. [PMID: 38797043 DOI: 10.1016/j.nut.2024.112471] [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: 10/28/2023] [Revised: 04/06/2024] [Accepted: 04/19/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVES Muscle loss is one of the phenotypic criteria of malnutrition, is highly prevalent in patients with cirrhosis, and is associated with adverse outcomes. Mid-arm muscle circumference (MAMC) estimates the skeletal muscle mass and is especially helpful in cases of fluid overload. This study aimed to propose MAMC cutoff points for patients with cirrhosis and demonstrate its association with 1-year mortality. METHODS This is an analysis of cohort databases from five reference centers in Brazil that included inpatients and outpatients with cirrhosis aged ≥18 y. The nutritional variables obtained were the MAMC (n = 1075) and the subjective global assessment (n = 629). We established the MAMC cutoff points stratified by sex based on the subjective global assessment as a reference standard for malnutrition diagnosis, considering the sensitivity, specificity, and Youden index. An adjusted Cox regression model was used to test the association of MAMC cutoff points and 1-year mortality. RESULTS We included 1075 patients with cirrhosis, with a mean age of 54.8 ± 11.3 y; 70.4% (n = 757) male. Most patients had alcoholic cirrhosis (47.1%, n = 506) and were classified as Child-Pugh B (44.7%, n = 480). The MAMC cutoff points for moderate and severe depletion were ≤21.5 cm and ≤24.2 cm; ≤20.9 cm and ≤22.9 cm for women and men, respectively. According to these cutoff points, 13.8% (n = 148) and 35.1% (n = 377) of the patients had moderate or severe MAMC depletion, respectively. The 1-year mortality rate was 17.3% (n = 186). In the multivariate analysis adjusted for sex, age, MELD-Na, and Child-Pugh scores, a severe depletion in MAMC was an independent increased risk factor for 1-year mortality (HR: 1.71, 95% CI: 1.24-2.35, P < 0.001). Each increase of 1 cm in MAMC values was associated with an 11% reduction in 1-year mortality risk (HR: 0.89, 95% CI: 0.85-0.94, P < 0.001). CONCLUSIONS Low MAMC classified according to the new cutoff points predicts mortality risk in patients with cirrhosis and could be used in clinical practice.
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Affiliation(s)
- Camila Saueressig
- Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
| | - Bruna Cherubini Alves
- Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Vivian Cristine Luft
- Faculty of Medicine, Graduate Program in Epidemiology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | | | - Bárbara Chaves Santos
- Food Science Graduate Program, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Lívia Garcia Ferreira
- Nutrition and Health Graduate Program, Universidade Federal de Lavras, Lavras, Brazil
| | | | - Rosângela Passos de Jesus
- Department of Science Nutrition, Universidade Federal da Bahia, Salvador, Brazil; Food, Nutrition, and Health Graduate Program, Universidade Federal da Bahia, Salvador, Brazil
| | - Lucivalda Pereira Magalhães de Oliveira
- Department of Science Nutrition, Universidade Federal da Bahia, Salvador, Brazil; Food, Nutrition, and Health Graduate Program, Universidade Federal da Bahia, Salvador, Brazil
| | | | - André Castro Lyra
- Department of Gastroenterology, Universidade Federal da Bahia, Salvador, Brazil
| | - Fernando Gomes Romeiro
- Gastroenterology Division, Department of Internal Medicine, Universidade Estadual Paulista, São Paulo, Brazil
| | - Dan Linetzky Waitzberg
- Faculty of Medicine, Department of Gastroenterology, Universidade de São Paulo, São Paulo, Brazil
| | - Giliane Belarmino
- Faculty of Medicine, Department of Gastroenterology, Universidade de São Paulo, São Paulo, Brazil
| | - Valesca Dall'Alba
- Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Nutrition Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
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Zanotelli A, Rossi AP, Del Monte L, Vantini G, Stabile G, Urbani S, Giani A, Zoico E, Babbanini A, Fantin F, Zamboni M, Mazzali G. The Role of Combined Muscle Ultrasound and Bioimpedentiometry Parameters for Sarcopenia Diagnosis in a Population of Hospitalized Older Adults. Nutrients 2024; 16:2429. [PMID: 39125310 PMCID: PMC11313821 DOI: 10.3390/nu16152429] [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: 06/23/2024] [Revised: 07/22/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
BACKGROUND For the study of quantitative and qualitative muscle parameters, ultrasound and bioelectric impedance analysis are reliable, non-invasive, and reproducible. The aim of this study was to test the combined role of those techniques for the diagnosis of sarcopenia in a population of hospitalized older males and females. METHODS A total of 70 subjects were recruited, including 10 healthy adults and 60 hospitalized elderly patients with a good level of independence and cooperation, with and without sarcopenia. The rectus femoris cross-sectional area (CSA), thickness, echogenicity, and compressibility were measured with ultrasound echography. The phase angles (PhAs) and skeletal muscle mass were calculated by bioimpedence analysis. The muscle quality index (MQI) was calculated as the product of CSA and PhA. RESULTS Muscle compressibility was greater and PhA was lower in sarcopenic when compared with non-sarcopenic subjects. The threshold values for sarcopenia diagnosis in both sexes of CSA, of PhA, and of the MQI were identified. The obtained CSA values showed an AUC of 0.852 for women and 0.867 for men, PhA of 0.792 in women and 0.898 in men, while MQI was 0.900 for women and 0.969 for men. CONCLUSIONS The newly calculated cut-off values of CSA, PhA, and MQI predicted the presence of sarcopenia with good sensitivity and specificity values. The use of the MQI proved to be more promising than the separate use of CSA and PhA in both male and female subjects.
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Affiliation(s)
- Alfredo Zanotelli
- Section of Geriatric Medicine, Ospedale Santa Maria del Carmine, 38068 Rovereto, Italy;
| | - Andrea P. Rossi
- Division of Geriatrics, Department of Medicine, Ospedale Cà Foncello, 31100 Treviso, Italy
| | - Letizia Del Monte
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Gianluca Vantini
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Giovanni Stabile
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Silvia Urbani
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Anna Giani
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Elena Zoico
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Alessio Babbanini
- Division of Geriatrics, Department of Medicine, Dentistry, Pediatric and Gynecology, Healthy Aging Center, University of Verona, 37126 Verona, Italy;
| | - Francesco Fantin
- Division of Geriatrics, University of Trento, 38100 Trento, Italy;
| | - Mauro Zamboni
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
| | - Gloria Mazzali
- Department of Medicine, Geriatrics Division, University of Verona, 37100 Verona, Italy; (L.D.M.); (G.V.); (G.S.); (S.U.); (A.G.); (E.Z.); (M.Z.); (G.M.)
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Tuo S, Yeo YH, Chang R, Wen Z, Ran Q, Yang L, Fan Q, Kang J, Si J, Liu Y, Shi H, Li Y, Yuan J, Liu N, Dai S, Guo X, Wang J, Ji F, Tantai X. Prevalence of and associated factors for sarcopenia in patients with liver cirrhosis: A systematic review and meta-analysis. Clin Nutr 2024; 43:84-94. [PMID: 38016243 DOI: 10.1016/j.clnu.2023.11.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/08/2023] [Accepted: 11/12/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND Sarcopenia is associated with poor outcomes in patients with cirrhosis. However, the prevalence of and associated factors for developing sarcopenia in this population remain to be determined. OBJECTIVES This study aimed to summarize the prevalence, characteristics, and associated factors of sarcopenia in patients with cirrhosis. METHODS Electronic searches were performed from inception to June 9, 2022 to identify the eligible studies. We meta-analyzed the prevalence of sarcopenia in overall patients with cirrhosis and subgroups. Both crude and adjusted odds ratios (ORs) were pooled using the random effects model. RESULTS A total of 55 studies involving 13,158 patients from 17 countries were included. The overall prevalence of sarcopenia was 40.1 % (95 % CI 35.4%-44.9 %) in patients with cirrhosis. The pooled prevalence was higher in males, Child-Pugh class C cirrhosis, decompensated stage, ascites, subjective global assessment class C cirrhosis, and when sarcopenia was defined by L3-SMI (third lumbar-skeletal muscle index) at a higher cutoff. In multivariate analysis, older age (adjusted OR 1.04, 95 % CI 1.00-1.07), male (adjusted OR 4.75, 95 % CI 2.72-8.28), lower body mass index (BMI) (adjusted OR 0.78, 95 % CI 0.73-0.83), alcoholic liver disease (ALD) (adjusted OR 1.43, 95 % CI 1.19-1.72), but not ascites and hepatic encephalopathy, were significantly associated with an increased risk of sarcopenia in patients with cirrhosis. CONCLUSION Sarcopenia is a prevalent complication, and older age, male patients, lower BMI, and patients with ALD are associated with an increased risk of sarcopenia in patients with cirrhosis.
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Affiliation(s)
- Shuyue Tuo
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Rachel Chang
- Internal Medicine, Kaiser Permanente Mid-Atlantic States, Gaithersburg, MD, USA
| | - Zhang Wen
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Qiuju Ran
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Longbao Yang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Qing Fan
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Junxiu Kang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jiaojiao Si
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Yi Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Haitao Shi
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Yong Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jia Yuan
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Na Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Shejiao Dai
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Xiaoyan Guo
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Jinhai Wang
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
| | - Fanpu Ji
- Department of Infectious Diseases, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; National & Local Joint Engineering Research Center of Biodiagnosis and Biotherapy, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; Shaanxi Provincial Clinical Research Center for Hepatic & Splenic Diseases, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; Key Laboratory of Environment and Genes Related to Diseases, Xi'an Jiaotong University, Ministry of Education of China, Xi'an, Shaanxi, China.
| | - Xinxing Tantai
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China; Clinical Research Center for Gastrointestinal Diseases of Shaanxi Province, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
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7
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Wu J, Lin S, Guan J, Wu X, Ding M, Shen S. Prediction of the sarcopenia in peritoneal dialysis using simple clinical information: A machine learning-based model. Semin Dial 2023; 36:390-398. [PMID: 36890621 DOI: 10.1111/sdi.13131] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/31/2022] [Accepted: 11/04/2022] [Indexed: 03/10/2023]
Abstract
INTRODUCTION Sarcopenia is associated with significant cardiovascular risk, and death in patients undergoing peritoneal dialysis (PD). Three tools are used for diagnosing sarcopenia. The evaluation of muscle mass requires dual energy X-ray absorptiometry (DXA) or computed tomography (CT), which is labor-intensive and relatively expensive. This study aimed to use simple clinical information to develop a machine learning (ML)-based prediction model of PD sarcopenia. METHODS According to the newly revised Asian Working Group for Sarcopenia (AWGS2019), patients were subjected to complete sarcopenia screening, including appendicular skeletal muscle mass, grip strength, and five-time chair stand time test. Simple clinical information such as general information, dialysis-related indices, irisin and other laboratory indices, and bioelectrical impedance analysis (BIA) data were collected. All data were randomly split into training (70%) and testing (30%) sets. Difference, correlation, univariate, and multivariate analyses were used to identify core features significantly associated with PD sarcopenia. RESULT 12 core features (C), namely, grip strength, body mass index (BMI), total body water value, irisin, extracellular water/total body water, fat-free mass index, phase angle, albumin/globulin, blood phosphorus, total cholesterol, triglyceride, and prealbumin were excavated for model construction. Two ML models, the neural network (NN), and support vector machine (SVM) were selected with tenfold cross-validation to determine the optimal parameter. The C-SVM model showed a higher area under the curve (AUC) of 0.82 (95% confidence interval [CI]: 0.67-1.00), with a highest specificity of 0.96, sensitivity of 0.91, positive predictive value (PPV) of 0.96, and negative predictive value (NPV) of 0.91. CONCLUSION The ML model effectively predicted PD sarcopenia and has clinical potential to be used as a convenient sarcopenia screening tool.
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Affiliation(s)
- Jiaying Wu
- Department of Nephrology, Shaoxing University School of Medicine, Shaoxing, Zhejiang, China
| | - Shuangxiang Lin
- Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jichao Guan
- Department of Nephrology, The First Affiliated Hospital of Shaoxing University, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Xiujuan Wu
- Department of Nephrology, The First Affiliated Hospital of Shaoxing University, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
| | - Miaojia Ding
- Department of Nephrology, Shaoxing University School of Medicine, Shaoxing, Zhejiang, China
| | - Shuijuan Shen
- Department of Nephrology, The First Affiliated Hospital of Shaoxing University, Shaoxing People's Hospital, Shaoxing, Zhejiang, China
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8
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Martins PC, Alves Junior CAS, Silva AM, Silva DAS. Phase angle and body composition: A scoping review. Clin Nutr ESPEN 2023; 56:237-250. [PMID: 37344079 DOI: 10.1016/j.clnesp.2023.05.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/12/2023] [Accepted: 05/22/2023] [Indexed: 06/23/2023]
Abstract
The aim of the study was to map evidence on the association between phase angle (PhA) and body composition in populations healthy and clinical populations). A systematic search for information regarding the topic was conducted in nine electronic databases (CINAHL, LILACS, PubMed, SciELO, Scopus, SPORTDiscus, Science Direct, MEDLINE and Web of Science) between October and November 2021. Studies with different designs, which allowed extracting information about the relationship between PhA and body composition (body cell mass [BCM], muscle tissue, bone mineral content, lean mass, total fat mass, visceral fat, and lean soft tissue mass [LSTM]) were included. Of the total of 11,913 initially identified studies, 59 were included after reading titles, abstracts, full texts and references. Most studies (40.67%; n = 24) presented data from Brazilian samples. With regard to the design of studies, 15 (25.42%) had longitudinal design. The age group of studies was wide, with studies involved 3-year-old children and 88-year-old adults. Body fat mass was evaluated by 31 studies (52.54%) in which 11 observed inverse relationships, nine studies showed direct relationships and 11 observed no relationship. Regarding lean mass, muscle mass, and fat-free mass components, most studies observed direct relationship with PhA (n = 37; 86.04%). It could be concluded that the phase angle was directly associated with lean mass and muscle mass in different age groups (children, adolescents, adults and older adults) and in people with different health diagnoses (HIV, cancer, hemodialysis, sarcopenia and without the diagnosis of diseases). Regarding body fat and the other investigated components, there is not enough evidence to establish the direction of associations.
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Affiliation(s)
- Priscila Custódio Martins
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, SC, 88040900, Brazil.
| | - Carlos Alencar Souza Alves Junior
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, SC, 88040900, Brazil.
| | - Analiza Mónica Silva
- Exercise and Health Laboratory, CIPER, Faculdade Motricidade Humana, Universidade Lisboa, Estrada da Costa, 1499-002 Cruz-Quebrada, Portugal.
| | - Diego Augusto Santos Silva
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, SC, 88040900, Brazil.
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Bozic D, Grgurevic I, Mamic B, Capkun V, Bilandzic-Ivisic J, Ivanovic T, Bozic I, Zaja I, Podrug K, Puljiz Z, Perko Z, Mikolasevic I. Detection of Sarcopenia in Patients with Liver Cirrhosis Using the Bioelectrical Impedance Analysis. Nutrients 2023; 15:3335. [PMID: 37571273 PMCID: PMC10421520 DOI: 10.3390/nu15153335] [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: 06/23/2023] [Revised: 07/22/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Bioelectrical impedance analysis (BIA) is a body composition assessment method. We aimed to determine its accuracy in the detection of sarcopenia in patients with liver cirrhosis (LC), using skeletal muscle index (SMI) at the level of third lumbar vertebra (L3-SMI) obtained using multislice computed tomography as the reference method. Patients with LC were enrolled in the period October 2019-March 2022 and follow-ups were conducted until January 2023. Their BIA parameters were compared against L3-SMI, and BIA cut-off values were proposed using AUROC analysis. Patients underwent outcome analysis based on obtained clinical characteristics. A total of 106 patients were included. We found a fair correlation between BIA parameters with the L3-SMI. We determined cut-off values of ≤11.1 kg/m2 for BIA-SMI (Se 73%, Sp 66%, AUROC 0.737, p < 0.001) and ≤5.05° for phase angle (PA) (Se 79%, Sp 60%, AUROC 0.762, p < 0.001) in the detection of sarcopenia. The relative risk of death was 2.2 times higher in patients with skeletal muscle mass (SMM) ≤ 36.5 kg. SMM was significantly associated with outcome in Kaplan-Meier analysis. This non-invasive and simple method that showed fair performances and a very good outcome prediction could provide for the unmet need for fast and affordable detection of sarcopenia in patients with LC and should be further evaluated.
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Affiliation(s)
- Dorotea Bozic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (D.B.); (J.B.-I.); (I.Z.); (K.P.); (Z.P.)
| | - Ivica Grgurevic
- Department of Gastroenterology, Hepatology and Clinical Nutrition, Clinical Hospital Dubrava, Avenija Gojka Suska 6, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, Salata 3, 10000 Zagreb, Croatia
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovacica 1, 10000 Zagreb, Croatia
| | - Bisera Mamic
- Department of Oncology and Radiotherapy, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia;
| | - Vesna Capkun
- Department of Nuclear Medicine, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia;
| | - Josipa Bilandzic-Ivisic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (D.B.); (J.B.-I.); (I.Z.); (K.P.); (Z.P.)
| | - Tomislav Ivanovic
- Department of Abdominal Surgery, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (T.I.); (Z.P.)
| | - Ivona Bozic
- Department of Rheumatology and Immunology, University Hospital of Split, Soltanska 2, 21000 Split, Croatia;
| | - Ivan Zaja
- Department of Gastroenterology, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (D.B.); (J.B.-I.); (I.Z.); (K.P.); (Z.P.)
| | - Kristian Podrug
- Department of Gastroenterology, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (D.B.); (J.B.-I.); (I.Z.); (K.P.); (Z.P.)
| | - Zeljko Puljiz
- Department of Gastroenterology, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (D.B.); (J.B.-I.); (I.Z.); (K.P.); (Z.P.)
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | - Zdravko Perko
- Department of Abdominal Surgery, University Hospital of Split, Spinciceva 1, 21000 Split, Croatia; (T.I.); (Z.P.)
- School of Medicine, University of Split, Soltanska 2, 21000 Split, Croatia
| | - Ivana Mikolasevic
- Department of Oncology and Radiotherapy, University Hospital Center Rijeka, Kresimirova 42, 51000 Rijeka, Croatia;
- School of Medicine, University of Rijeka, Brace Branchetta 20/1, 51000 Rijeka, Croatia
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Musio A, Perazza F, Leoni L, Stefanini B, Dajti E, Menozzi R, Petroni ML, Colecchia A, Ravaioli F. Osteosarcopenia in NAFLD/MAFLD: An Underappreciated Clinical Problem in Chronic Liver Disease. Int J Mol Sci 2023; 24:ijms24087517. [PMID: 37108675 PMCID: PMC10139188 DOI: 10.3390/ijms24087517] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 04/07/2023] [Accepted: 04/10/2023] [Indexed: 04/29/2023] Open
Abstract
Chronic liver disease (CLD), including non-alcoholic fatty liver disease (NAFLD) and its advanced form, non-alcoholic steatohepatitis (NASH), affects a significant portion of the population worldwide. NAFLD is characterised by fat accumulation in the liver, while NASH is associated with inflammation and liver damage. Osteosarcopenia, which combines muscle and bone mass loss, is an emerging clinical problem in chronic liver disease that is often underappreciated. The reductions in muscle and bone mass share several common pathophysiological pathways; insulin resistance and chronic systemic inflammation are the most crucial predisposing factors and are related to the presence and gravity of NAFLD and to the worsening of the outcome of liver disease. This article explores the relationship between osteosarcopenia and NAFLD/MAFLD, focusing on the diagnosis, prevention and treatment of this condition in patients with CLD.
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Affiliation(s)
- Alessandra Musio
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Federica Perazza
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Laura Leoni
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Division of Metabolic Diseases and Clinical Nutrition, Department of Specialistic Medicines, University Hospital of Modena and Reggio Emilia, Largo del Pozzo 71, 41125 Modena, Italy
| | - Bernardo Stefanini
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Elton Dajti
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Renata Menozzi
- Division of Metabolic Diseases and Clinical Nutrition, Department of Specialistic Medicines, University Hospital of Modena and Reggio Emilia, Largo del Pozzo 71, 41125 Modena, Italy
| | - Maria Letizia Petroni
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Antonio Colecchia
- Gastroenterology Unit, Department of Medical Specialties, University Hospital of Modena, University of Modena & Reggio Emilia, 41121 Modena, Italy
| | - Federico Ravaioli
- Department of Medical and Surgical Sciences, IRCCS-Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
- Gastroenterology Unit, Department of Medical Specialties, University Hospital of Modena, University of Modena & Reggio Emilia, 41121 Modena, Italy
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11
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Bieger P, Sangali TD, Ribeiro ÉCT, Schweigert Perry ID, Souza GC. Association of phase angle values and sarcopenia in older patients with heart failure. Nutr Clin Pract 2023; 38:672-685. [PMID: 36815519 DOI: 10.1002/ncp.10956] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 11/24/2022] [Accepted: 12/31/2022] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Sarcopenia presents an accelerated and accentuated muscle loss in patients with heart failure (HF), leading to a worse prognosis for these patients. This study sought to assess the association of phase angle (PA) values with sarcopenia and its components, as well as to establish a PA cutoff point to predict outcomes such as hospitalization and mortality in older adult patients with HF. METHODS Sarcopenia diagnosis followed the European Working Group on Sarcopenia in Older People criteria. Anthropometric, bioelectrical impedance (PA and body composition), functional capacity and inflammatory markers were assessed. RESULTS Included patients were predominantly male (67%) and White, with a mean age of 69 ± 7 years, and a predominance of New York Heart Association I and II functional classes (82.1%) and reduced left ventricular ejection fraction (70.8%). Of the total sample, 23.6% were identified as sarcopenic. Mean PA values were lower in patients with sarcopenia (4.9 ± 0.9 and 6.0 ± 0.8°; P < 0.001). The cutoff point detected for sarcopenia in the receiver operating characteristic curve was 5.45°, which is an independent predictor for sarcopenia. PA values below this cutoff point were also associated with each of the sarcopenic components evaluated. PA proved to be an independent predictor for hospitalization (P = 0.042) in the entire sample studied. CONCLUSION PA is associated with diagnostic components of sarcopenia and the cutoff point 5.45° proved to be an independent predictor of sarcopenia and hospitalization >3 years in older adult patients with HF.
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Affiliation(s)
- Patrícia Bieger
- Graduate Program in Food, Nutrition and Health, Medical School, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Tamirys Delazeri Sangali
- Graduate Program in Food, Nutrition and Health, Medical School, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Édina Caroline Ternus Ribeiro
- Graduate Program in Health Sciences: Cardiology and Cardiovascular Sciences, Medical School, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Ingrid Dalira Schweigert Perry
- Food and Nutrition Research Center, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Gabriela Corrêa Souza
- Graduate Program in Food, Nutrition and Health, Medical School, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.,Food and Nutrition Research Center, Hospital de Clínicas de Porto Alegre, Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.,Heart Failure and Transplant Group, Nutrition Department, Hospital de Clínicas de Porto Alegre, Porto Alegre, Rio Grande do Sul, Brazil
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12
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Wang Y, Hu Y, Zhang M, Jin H, Wen Y, Tang R, Wang B, Liu B, Liu H. Bioelectrical impedance analysis-derived phase angle predicts sarcopenia in patients on maintenance hemodialysis. Nutr Clin Pract 2023. [PMID: 36808630 DOI: 10.1002/ncp.10967] [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: 07/26/2022] [Revised: 11/27/2022] [Accepted: 01/21/2023] [Indexed: 02/20/2023] Open
Abstract
BACKGROUND This study aimed to investigate the association between phase angle (PhA) and sarcopenia and evaluate its performance as a sarcopenia predictor in patients receveing maintenance hemodialysis (MHD). METHODS All enrolled patients underwent handgrip strength (HGS) and the 6-m walk test, and muscle mass was measured using bioelectrical impedance analysis. Sarcopenia was diagnosed according to the diagnostic criteria of the Asian Sarcopenia Working Group. Logistic regression analysis was used to evaluate the PhA as an independent predictor of sarcopenia after adjusting for confounding factors. The receiver operating characteristic (ROC) curve was used to analyze the predictive value of PhA in sarcopenia. RESULTS Two hundred forty-one patients receiving hemodialysis were enrolled in this study, and the prevalence of sarcopenia was 28.2%. Patients with sarcopenia presented a lower PhA value (4.7° vs 5.5°; P < 0.001), lower muscle mass index (6.0 vs 7.2 [kg/m2 ]; P < 0.001), lower HGS (19.7 vs 26.0 [kg]; P < 0.001), and lower walk speed (0.83 ± 0.27 vs 0.92 ± 0.23 [m/s]; P = 0.007) than patients without sarcopenia. The odds of patients receiving MHD presenting with sarcopenia increased as PhA decreased, even after adjustment (odds ratio = 0.39; 95% CI, 0.18-0.85; P = 0.019). ROC analysis revealed that the best cutoff value of PhA for sarcopenia was 4.95° in patients receiving MHD. CONCLUSION PhA may be a useful and simple predictor for predicting patients undergoing hemodialysis who are at risk of sarcopenia. To further facilitate the application of PhA in the diagnosis of sarcopenia, more research need to be conducted.
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Affiliation(s)
- Ying Wang
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Yezi Hu
- Department of Nutrition, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China
| | - Mengyan Zhang
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Hui Jin
- Department of Nutrition, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China
| | - Yi Wen
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Rining Tang
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Bin Wang
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Bicheng Liu
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
| | - Hong Liu
- Department of Nephrology, Zhong da Hospital, Southeast University School of Medicine, Nanjing, China.,Department of Clinical Nutrition, School of Medicine, Southeast University, Nanjing, China
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13
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Casirati A, Crotti S, Raffaele A, Caccialanza R, Cereda E. The use of phase angle in patients with digestive and liver diseases. Rev Endocr Metab Disord 2023; 24:503-524. [PMID: 36745355 DOI: 10.1007/s11154-023-09785-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/05/2023] [Indexed: 02/07/2023]
Abstract
Diseases of the liver and the digestive system can lead to malnutrition through an action of reduced food intake or nutrient use, inflammation and impaired metabolism, which result in substantial changes in body composition. Frequently, malnutrition manifests itself with weight loss and reduced muscle mass. However, weight loss and body mass index lack sensitivity to detect the loss of muscle mass and are not informative in distinguishing body water compartments and in characterizing their distribution. This issue is particularly relevant to these two disease models, which are frequently associated with fluid volume imbalances. Phase angle is a useful indicator for cell membrane integrity, water distribution between the intracellular and extracellular spaces and prediction of body cell mass as it is described by measured components of electrical impedance. Malnutrition, inflammation and oxidative stress impair electric tissue properties leading to lower values of PhA. In patients with inflammatory bowel and liver diseases, PhA was consistently found to be related to nutritional status and body composition, particularly the depletion of lean body mass and sarcopenia. It has been associated with prognosis, disease stage and severity and found to be helpful in monitoring fluid shifts and response to interventions.
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Affiliation(s)
- Amanda Casirati
- Clinical Nutrition and Dietetics Unit, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, 27100, Pavia, Italy
| | - Silvia Crotti
- Clinical Nutrition and Dietetics Unit, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, 27100, Pavia, Italy
| | - Alessandro Raffaele
- Pediatric Surgery Unit, Department of Maternal and Child Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Riccardo Caccialanza
- Pediatric Surgery Unit, Department of Maternal and Child Health, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Emanuele Cereda
- Clinical Nutrition and Dietetics Unit, Fondazione IRCCS Policlinico San Matteo, Viale Golgi 19, 27100, Pavia, Italy.
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14
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Tsuji H, Tetsunaga T, Misawa H, Nishida K, Ozaki T. Association of phase angle with sarcopenia in chronic musculoskeletal pain patients: a retrospective study. J Orthop Surg Res 2023; 18:87. [PMID: 36737742 PMCID: PMC9898892 DOI: 10.1186/s13018-023-03567-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 01/27/2023] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND In chronic musculoskeletal pain patients, detection of sarcopenia is of significant clinical interest. Phase angle, which can be measured through bioelectrical impedance analysis (BIA), can detect sarcopenia; however, the evidence in chronic musculoskeletal pain patients is limited. This study aimed to assess the relationship between phase angle and sarcopenia in patients with chronic musculoskeletal pain. Our hypothesis was that phase angle would be a useful indicator to identify sarcopenia in patients with chronic musculoskeletal pain. METHODS A total of 190 patients (51 men and 139 women) with chronic musculoskeletal pain were included in this retrospective cross-sectional study. Patient data of backgrounds, numeric rating scale score for pain, skeletal muscle index, and phase angle assessed using BIA were retrospectively reviewed. Sarcopenia was diagnosed using the Asian Working Group for Sarcopenia criteria 2019. RESULTS A total of 51 patients (26.7%), including 10 men (19.6%) and 41 women (29.5%), were diagnosed with sarcopenia. Phase angle, sarcopenia-related factors, age, and body mass index (BMI) differed significantly in patients with and without sarcopenia. On multiple logistic regression analysis, the prevalence of sarcopenia was significantly correlated with phase angle and BMI. The areas under the curve exhibited high accuracy in discriminating sarcopenia in men and moderate accuracy in both sexes and in women. CONCLUSIONS Phase angle may be a valid discriminator of sarcopenia in patients with chronic musculoskeletal pain.
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Affiliation(s)
- Hironori Tsuji
- Department of Orthopedic Surgery, Okayama Red Cross Hospital, 2-1-1 Aoe, Kitaku, Okayama City, 700-8607 Japan
| | - Tomoko Tetsunaga
- grid.412342.20000 0004 0631 9477Department of Orthopedic Surgery, Okayama University Hospital, 2-5-1, Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan ,grid.412342.20000 0004 0631 9477Department of Locomotive Pain Center, Okayama University Hospital, 2-5-1, Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan
| | - Haruo Misawa
- grid.412342.20000 0004 0631 9477Department of Orthopedic Surgery, Okayama University Hospital, 2-5-1, Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan
| | - Keiichiro Nishida
- grid.412342.20000 0004 0631 9477Department of Orthopedic Surgery, Okayama University Hospital, 2-5-1, Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan ,grid.412342.20000 0004 0631 9477Department of Locomotive Pain Center, Okayama University Hospital, 2-5-1, Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan
| | - Toshifumi Ozaki
- grid.261356.50000 0001 1302 4472Department of Orthopedic Surgery, Okayama University Graduate School of Medicine, Dentistry, and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kitaku, Okayama City, 700-8558 Japan
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Zheng WH, Zhao YH, Yao Y, Huang HB. Prognostic role of bioelectrical impedance phase angle for critically ill patients: A systemic review and meta-analysis. Front Med (Lausanne) 2023; 9:1059747. [PMID: 36698812 PMCID: PMC9868673 DOI: 10.3389/fmed.2022.1059747] [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: 11/08/2022] [Accepted: 12/21/2022] [Indexed: 01/11/2023] Open
Abstract
Objective Bioelectrical impedance-derived phase angle (PA) has exhibited good prognostic values in several non-critical illnesses. However, its predictive value for critically ill patients remains unclear. Thus, we aimed to perform a systematic review and meta-analysis to investigate the relationship between PA and survival in such a patient population. Materials and methods We searched for relevant studies in PubMed, Embase, and the Cochrane database up to Jan 20, 2022. Meta-analyses were performed to determine the association between the baseline PA after admission with survival. We further conducted subgroup analyses and sensitivity analyses to explore the sources of heterogeneity. Results We included 20 studies with 3,770 patients. Patients with low PA were associated with a significantly higher mortality risk than those with normal PA (OR 2.45, 95% CI 1.97-3.05, P < 0.00001). Compared to survivors, non-survivors had lower PA values (MD 0.82°, 95% CI 0.66-0.98; P < 0.00001). Similar results were also found when pooling studies reported regression analyses of PA as continuous (OR = 0.64; 95% CI 0.52-0.79, P < 0.00001) or categorical variable (OR = 2.42; 95% CI 1.76-3.34; P < 0.00001). These results were further confirmed in subgroup analyses and sensitivity analyses. Conclusion Our results indicated that PA may be an important prognostic factor of survival in critically ill patients and can nicely complement the deficiencies of other severity scoring systems in the ICU setting.
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Affiliation(s)
- Wen-He Zheng
- Department of Critical Care Medicine, Rehabilitation Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Yi-He Zhao
- Department of Critical Care Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Yan Yao
- Department of Critical Care Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China
| | - Hui-Bin Huang
- Department of Critical Care Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China,*Correspondence: Hui-Bin Huang,
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Decrease phase angle one year after Roux-en-Y bypass and sleeve gastrectomy is related to risks to protein nutritional status. Clin Nutr ESPEN 2022; 52:138-143. [PMID: 36513446 DOI: 10.1016/j.clnesp.2022.10.018] [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: 10/21/2022] [Accepted: 10/26/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND & AIMS Phase angle (PhA) has been used as an indicator of nutritional status. However, the significance of PhA reduction after bariatric surgery is less known. This study evaluated PhA and its relation with biochemical parameters and prognostic inflammatory and nutritional indices at a one-year follow-up of patients subjected to Roux-en-Y bypass (RYGB) or sleeve gastrectomy (SG). METHODS Our final sample consisted of 25 patients subjected to RYGB and 11 to SG. Body mass index, fat-free mass, fat mass, PhA, serum transthyretin (TTR), albumin, C-reactive protein, alpha-1-acid glycoprotein, and prognostic inflammatory and nutritional indices were evaluated at four time points: before and approximately two, six, and 12 months after RYGB or SG. One-way repeated measures ANOVA or the Friedman test with Tukey's post hoc test was used depending on data distribution. The correlation between PhA and biochemical parameters and indices were evaluated using Spearman's or Pearson's correlation coefficients. RESULTS Except for serum albumin, all parameters significantly decreased over time (p < 0.001). Only the RYGB group showed transthyretinTR values below reference ones. Prognostic indices significantly decreased in both groups (p < 0.001). We found a significant positive correlation of PhA with TTR in both RYGB (r = 0.475; p < 0.001) and SG (r = 0.457; p < 0.001). CONCLUSIONS Data suggest that at a one-year follow-up after bariatric surgery, lower PhA values might indicate a concomitant loss of visceral protein and a worsening of protein nutritional status.
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Chen Y, Wu J, Ran L, Yu D, Chen X, Liu M. The combination of phase angle and age has a good diagnostic value for sarcopenia in continuous ambulatory peritoneal dialysis patients. Front Nutr 2022; 9:1036796. [DOI: 10.3389/fnut.2022.1036796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 10/25/2022] [Indexed: 11/17/2022] Open
Abstract
AimsThere are limited studies on phase angle and sarcopenia in continuous ambulatory peritoneal dialysis patients. So, we want to explore the association between phase angle and sarcopenia and find a more sensitive indicator for diagnosing sarcopenia.MethodsWe included 101 continuous ambulatory peritoneal dialysis patients from March 2022 to August 2022 and measured the phase angle and body composition by bioelectrical impedance analysis. All patients had their handgrip strength measured. Then, we divided patients into the sarcopenia (n = 30) group and non-sarcopenia (n = 71) group according to the sarcopenia diagnostic strategy formulated by the Asian Working Group for Sarcopenia. We used logistic regression to explore the risk factors of sarcopenia. We applied Receiver-operating characteristics curves to determine the diagnostic accuracy of these risk factors.ResultsAfter adjustments for sex, age, diabetes, BMI, extracellular water ratio, extra water, serum creatinine, total kt/v, and residual kt/v, phase angle correlated to handgrip strength and lowered limb muscle mass but not to skeletal muscle mass, upper arm muscle circumference, upper limb muscle mass and appendicular skeletal muscle mass index. In the multivariate logistic model, low phase angle and older age are risk factors for sarcopenia. The AUROC of phase angle for sarcopenia is 0.79 (95%CI, 0.70–0.86, P < 0.01) for both sexes, 0.70 and 0.85 for females and males. After we combined age and phase angle as diagnostic indicators of sarcopenia, the AUROC is 0.91 (95%CI, 0.83–0.96, P < 0.0001) in both sexes, 0.89 and 0.93 for females and males.ConclusionThis study illustrates that age 52 or older is an independent risk factor for sarcopenia in continuous ambulatory peritoneal dialysis patients. Phase angle can act as a predictor of sarcopenia in those patients. But the combination of age and phase angle is more valuable in diagnosing sarcopenia.
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Shin J, Hwang JH, Han M, Cha RH, Kang SH, An WS, Kim JC, Kim SH. Phase angle as a marker for muscle health and quality of life in patients with chronic kidney disease. Clin Nutr 2022; 41:1651-1659. [DOI: 10.1016/j.clnu.2022.06.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/16/2022] [Accepted: 06/04/2022] [Indexed: 11/24/2022]
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19
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Park HY, Park YH, Lee JY, Lee JI. Bioimpedance phase angle and sarcopenia in older patients with prostate cancer. Geriatr Gerontol Int 2022; 22:623-627. [PMID: 35831243 DOI: 10.1111/ggi.14427] [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: 02/24/2022] [Revised: 05/31/2022] [Accepted: 06/06/2022] [Indexed: 11/29/2022]
Abstract
AIM The purpose of this study was to evaluate the factors associated with the bioimpedance phase angle (PhA) in older patients with prostate cancer, and to determine the optimal cutoff for the PhA in patients with sarcopenia and prostate cancer. METHODS This retrospective cross-sectional analysis enrolled patients with prostate cancer aged ≥60 years. Appendicular skeletal muscle mass and PhA estimated by bioimpedance analysis, grip strength, the five-time chair stand test, gait speed, the Short Physical Performance Battery, the 2-min walk test and the International Physical Activity Questionnaire Short Form were obtained at enrollment. The diagnosis of sarcopenia was based on the 2019 consensus of the Asian Working Group for Sarcopenia. RESULTS In total, 119 male participants (mean age = 70.7 ± 6.1 years) were available for analysis. A multivariable linear regression model revealed that age, body mass index and the maximal grip strength value were associated with the PhA. The area under the receiver operating characteristic curve value of the PhA for sarcopenia diagnosis was 0.77 (95% confidence interval 0.64-0.90, P < 0.001), with a PhA cutoff value of 4.87°. CONCLUSIONS PhA estimated by bioimpedance analysis may be utilized as useful clinical biomarker for reflecting muscle strength and sarcopenia in older patients with prostate cancer. Geriatr Gerontol Int 2022; ••: ••-••.
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Affiliation(s)
- Hae-Yeon Park
- Department of Rehabilitation Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yong Hyun Park
- Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.,Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Ji Youl Lee
- Department of Urology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.,Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jong In Lee
- Department of Rehabilitation Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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20
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do Nascimento TG, Paes-Silva RP, da Luz MCL, Cabral PC, de Araújo Bezerra GK, Gomes ACB. Phase angle, muscle mass, and functionality in patients with Parkinson’s disease. Neurol Sci 2022; 43:4203-4209. [DOI: 10.1007/s10072-022-05975-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 02/23/2022] [Indexed: 12/17/2022]
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21
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Yamanaka A, Yasui-Yamada S, Furumoto T, Kubo M, Hayashi H, Kitao M, Wada K, Ohmae N, Kamimura S, Shimada A, Sato N, Katoh S, Takeda N, Hamada Y. Association of phase angle with muscle function and prognosis in patients with head and neck cancer undergoing chemoradiotherapy. Nutrition 2022; 103-104:111798. [DOI: 10.1016/j.nut.2022.111798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 06/27/2022] [Accepted: 07/09/2022] [Indexed: 11/27/2022]
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22
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Santos BC, Fonseca ALF, Ferreira LG, Ribeiro HS, Correia MITD, Lima AS, Penna FGCE, Anastácio LR. Different combinations of the GLIM criteria for patients awaiting a liver transplant: Poor performance for malnutrition diagnosis but a potentially useful prognostic tool. Clin Nutr 2022; 41:97-104. [PMID: 34864459 DOI: 10.1016/j.clnu.2021.11.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 11/03/2021] [Accepted: 11/06/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Studies using the Global Leadership Initiative on Malnutrition (GLIM) criteria for patients with liver cirrhosis are limited. This study aimed to assess the impact of malnutrition according to the GLIM criteria on the outcomes of patients awaiting a liver transplant (LTx) and compare these criteria with Subjective Global Assessment (SGA). METHODS This retrospective observational study included adult patients awaiting LTx. Patient clinical data, nutritional status according to various tools including SGA, and resting energy expenditure were assessed. The distinct phenotypic and etiologic criteria provided 36 different GLIM combinations. The GLIM criteria and SGA were compared using the kappa coefficient. The variables associated with mortality before and after the LTx and with a longer length of stay (LOS) after LTx (≥18 days) were assessed by Cox regression and logistic regression analyses, respectively. RESULTS A total of 152 patients were included [median age 52.0 (interquartile range: 46.5-59.5) years; 66.4% men; 63.2% malnourished according to SGA]. The prevalence of malnutrition according to the GLIM criteria ranged from 0.7% to 30.9%. The majority of the GLIM combinations exhibited poor agreement with SGA. Independent predictors of mortality before and after LTx were presence of ascites or edema (p = 0.011; HR:2.58; CI95%:1.24-5.36), GLIM 32 (PA-phase angle + MELD) (p = 0.026; HR:2.08; CI95%:1.09-3.97), GLIM 33 (PA + MELD-Na≥12) (p = 0.018; HR:2.17; CI95%:1.14-4.13), and GLIM 34 (PA + Child-Pugh) (p = 0.043; HR:1.96; CI95%:1.02-3.77). Malnutrition according to GLIM 28 (handgrip strength + Child-Pugh) was independently associated with a longer LOS (p = 0.029; OR:7.21; CI95%:1.22-42.50). CONCLUSION The majority of GLIM combinations had poor agreement with SGA, and 4 of the 36 GLIM combinations were independently associated with adverse outcomes.
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Affiliation(s)
- Bárbara Chaves Santos
- Food Science Post-Graduate Program, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Ana Luisa Ferreira Fonseca
- Nutrition and Health Post-Graduate Program, Universidade Federal de Lavras, Lavras, Minas Gerais, Brazil
| | - Lívia Garcia Ferreira
- Nutrition and Health Post-Graduate Program, Universidade Federal de Lavras, Lavras, Minas Gerais, Brazil
| | - Helem Sena Ribeiro
- Surgery Post-Graduate Program, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Maria Isabel Toulson Davisson Correia
- Surgery Post-Graduate Program, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil; Alfa Institute of Gastroenterology, Hospital das Clínicas-Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Agnaldo Soares Lima
- Surgery Post-Graduate Program, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Abe T, Yoshimua Y, Imai R, Sato Y. A Combined Assessment Method of Phase Angle and Skeletal Muscle Index to Better Predict Functional Recovery after Acute Stroke. J Nutr Health Aging 2022; 26:445-451. [PMID: 35587756 DOI: 10.1007/s12603-022-1777-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES We aimed to investigate whether combination assessment of phase angle (PhA) and skeletal muscle index (SMI), was a possible predictor of physical function at discharge from the hospital in patients with acute stroke. RESEARCH METHODS AND PROCEDURES In this retrospective cohort study that was conducted from May 2020 and July 2021, we determined PhA and SMI using bioimpedance analysis (BIA) in patients with acute stroke. Patients were classified as normal, low PhA + SMI group, pre-sarcopenia (low SMI only), and dynapenia (low PhA only) using cut-off points (men: SMI < 7.0 kg/m2, PhA < 4.05 degrees; women: SMI < 5.7 kg/m2, PhA < 3.55 degrees). The main outcome was physical function based on functional independence measure motor (FIM-motor) score at discharge. Multiple regression analysis was used to determine the association between low PhA + SMI and FIM-motor score. RESULTS We included 244 patients (161 men; mean age, 73.9 years). low PhA + SMI was found in 21 (8.6%) patients. Multiple regression analysis showed that low PhA + SMI was independently associated with the FIM-motor score at discharge (β= -0.099, 95%CI: -0.193,-0.005, p = 0.039). The PhA cutoff values for determining good functional results using receiver operating characteristic (ROC) curves were 5.36 for men (sensitivity = 0.769, specificity = 0.586, area under the curve [AUC] = 0.682), and 3.85 for women (sensitivity = It was 0.881, specificity = 0.481, AUC). Further, pearson correlation coefficient showed that PhA was significantly related to FIM-motor score in patients with mild or moderately severe stroke (mild: r = 0.472, p < 0.001; moderate: r = 0.524, p < 0.001). CONCLUSIONS Combination of low PhA and SMI values at baseline, was an independent predictor of physical function at discharge in patients with acute stroke. The findings highlighted the importance of measuring PhA and SMI using BIA in patients with acute stroke.
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Affiliation(s)
- T Abe
- Yoshihiro Yoshimura, Kumamoto Rehabilitation Hospital, Kikuchi, Kumamoto Japan,
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Ding Y, Chang L, Zhang H, Wang S. Predictive value of phase angle in sarcopenia in patients on maintenance hemodialysis. Nutrition 2021; 94:111527. [PMID: 34896667 DOI: 10.1016/j.nut.2021.111527] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 10/19/2021] [Accepted: 10/22/2021] [Indexed: 01/30/2023]
Abstract
OBJECTIVES The aim of this study was to analyze the factors influencing sarcopenia in patients on maintenance hemodialysis (MHD) in mainland China and to explore the role of phase angle (PhA) in sarcopenia. METHODS We enrolled 346 patients on MHD with regular dialysis and collected relevant data. According to the diagnostic criteria of the Asian Sarcopenia Working Group, the patients were placed into one of two groups: sarcopenia and non-sarcopenia. The differences between groups were compared and the statistically significant factors were included in binary logistic regression analysis to screen for independent factors influencing sarcopenia. Receiver operating characteristic curve and area under the curve were used to evaluate the predictive value of PhA in sarcopenia. RESULTS The prevalence of sarcopenia was 32.66% in patients on MHD. Logistic regression analysis showed that sarcopenia was significantly associated with age (odds ratio [OR], 1.12; 95% confidence interval [CI], 1.08-1.15; P < 0.001), body mass index (OR, 0.66; 95% CI, 0.58-0.76; P < 0.001), and PhA (OR, 0.24; 95% CI, 0.15-0.40; P < 0.001). The best cutoff value of PhA on sarcopenia was 4.67° for both sexes, 4.67° and 4.60° for men and women, respectively (P < 0.001). CONCLUSION The present study showed that PhA was an important influencing factor of sarcopenia adjusted by age and body mass index in Asian patients on MHD. PhA may have an optimistic predictive value to identify sarcopenia in these population, and it is convenient and accessible in clinical practice than the diagnostic criteria of sarcopenia.
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Affiliation(s)
- Yan Ding
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Liyang Chang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.
| | - Hongmei Zhang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Shaoling Wang
- School of Nursing, The Hong Kong Polytechnic University, Hong Kong, China
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25
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Do JY, Kim AY, Kang SH. Association Between Phase Angle and Sarcopenia in Patients Undergoing Peritoneal Dialysis. Front Nutr 2021; 8:742081. [PMID: 34631771 PMCID: PMC8497817 DOI: 10.3389/fnut.2021.742081] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/23/2021] [Indexed: 12/15/2022] Open
Abstract
Introduction: There is limited data on the association between phase angle (PhA) and sarcopenia using both muscle strength and muscle mass in patients undergoing peritoneal dialysis (PD). We aimed to evaluate the association between PhA and sarcopenia in patients undergoing PD. Methods: We enrolled prevalent patients undergoing PD (n = 200). The patients were divided into tertiles based on their PhA level: low (n = 66; 1.9–4°), middle (n = 68; 4.1–4.9°), and high tertiles (n = 66; 5–8°). PhA was measured by a bioimpedance analysis. Handgrip strength (HGS) was measured in all the patients. Body compositions were measured by dual energy x-ray absorptiometry (DXA). Results: Handgrip strength (HGS) and/or lean mass indices showed poorer trends in the low tertile than in the other tertiles. PhA was positively associated with HGS and/or muscle mass index. Multivariate analyses showed that the patients in the low tertile had an odds ratio of 9.8 (p = 0.001) and 52.79 (p < 0.001) for developing sarcopenia compared with those in the middle and high tertiles, respectively. Subgroup analyses using these variables yielded results similar to those from the total cohort. Conclusion: This study demonstrated that PhA is independently associated with muscle mass, strength, and sarcopenia in patients undergoing PD. This result suggests that PhA can be used as a valuable and simple predictor for identifying patients undergoing PD who are at risk of sarcopenia.
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Affiliation(s)
- Jun Young Do
- Division of Nephrology, Department of Internal Medicine, College of Medicine, Yeungnam University, Daegu, South Korea
| | - A Young Kim
- Division of Nephrology, Department of Internal Medicine, College of Medicine, Yeungnam University, Daegu, South Korea
| | - Seok Hui Kang
- Division of Nephrology, Department of Internal Medicine, College of Medicine, Yeungnam University, Daegu, South Korea
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Custódio Martins P, de Lima TR, Silva AM, Santos Silva DA. Association of phase angle with muscle strength and aerobic fitness in different populations: A systematic review. Nutrition 2021; 93:111489. [PMID: 34688022 DOI: 10.1016/j.nut.2021.111489] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 08/30/2021] [Accepted: 09/03/2021] [Indexed: 12/16/2022]
Abstract
OBJECTIVES The aim of this study was to summarize the evidence on the association of phase angle (PhA) with muscle strength and aerobic fitness in different populations. METHODS A systematic search on this topic was performed in nine electronic databases (CINAHL, LILACS, PubMed, SciELO, Scopus, SPORTDiscus, ScienceDirect, MEDLINE, and Web of Science) in January 2021. Studies with different designs that permitted extraction of information about the relationships between PhA and muscle strength and between PhA and aerobic fitness were included. A total of 4446 studies were initially identified; 34 were included after reading of the title, abstract, full text, and references. Four of the studies included had a longitudinal design, with samples consisting of participants ages 6 to 92 years. Thirty-two of the 34 studies evaluated the relationship between PhA and muscle strength, two cross-sectional studies investigated only PhA and aerobic fitness, and three cross-sectional studies evaluated both components (muscle strength and aerobic fitness). RESULTS PhA was directly associated with muscle strength in 30 cross-sectional studies and two longitudinal studies; the two studies that did not find a direct relationship had a cross-sectional design. For aerobic fitness, the five studies identified reported a direct relationship with PhA. CONCLUSIONS PhA is directly associated with muscle strength and aerobic fitness in different age groups (children, adolescents, adults, and older adults) and in people with different health conditions (human immunodeficiency virus, Crohn's disease, chronic obstructive pulmonary disease, bariatric surgery, kidney transplant, cancer, hemodialysis, and sarcopenia).
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Affiliation(s)
- Priscila Custódio Martins
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, Brazil.
| | - Tiago Rodrigues de Lima
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, Brazil.
| | - Analiza Mónica Silva
- Exercise and Health Laboratory, CIPER, Faculdade Motricidade Humana, Universidade Lisboa, Cruz-Quebrada, Portugal.
| | - Diego Augusto Santos Silva
- Research Center in Kinanthropometry and Human Performance, Sports Center, Federal University of Santa Catarina, Florianópolis, Brazil.
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Son SW, Song DS, Chang UI, Yang JM. Definition of Sarcopenia in Chronic Liver Disease. Life (Basel) 2021; 11:349. [PMID: 33923561 PMCID: PMC8074027 DOI: 10.3390/life11040349] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 04/11/2021] [Accepted: 04/13/2021] [Indexed: 02/07/2023] Open
Abstract
Sarcopenia, which is characterized by decline in muscle mass, muscle strength, and physical performance, is common in patients with chronic liver disease (CLD) and is associated with poor clinical outcomes. Several consensus definitions for community-dwelling elderly people have been proposed, and these recommend the use of various tools and tests to assess muscle properties and performance. These measurement tools have also been applied in patients with CLD and have been useful for predicting prognosis. However, sarcopenia and its diagnostic criteria specific to patients with CLD have not yet been clearly defined. In addition, fluid retention and body composition should be considered when sarcopenia is assessed in patients with CLD. This review aims to introduce definitions of sarcopenia and diagnostic tools used in patients with CLD.
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Affiliation(s)
| | - Do Seon Song
- Department of Internal Medicine, St. Vincent’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea; (S.W.S.); (U.I.C.); (J.M.Y.)
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Ji W, Liu X, Zheng K, Yang H, Cui J, Li W. Correlation of phase angle with sarcopenia and its diagnostic value in elderly men with cancer. Nutrition 2020; 84:111110. [PMID: 33453619 DOI: 10.1016/j.nut.2020.111110] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 11/27/2020] [Accepted: 11/30/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES The aims of this study was to investigate the association of phase angle (PA) with sarcopenia and its components and to evaluate the effectiveness of PA in sarcopenia diagnosis in older men (>65 y of age) with cancer. METHODS The study included older men with non-small cell lung cancer and digestive tract cancer who were hospitalized in the past 3 y. General characteristics such as age, body mass index, and tumor stage were gathered. Mid-upper arm muscle circumstance, calf circumstance, and handgrip strength (HGS) were measured. PA and appendicular skeletal muscle mass were examined by bioelectrical impedance analysis. According to the diagnostic criteria of the 2019 consensus of Asian Sarcopenia Working Group, the patients were divided into two groups: non-sarcopenia and sarcopenia. The study included 445 patients with a 22.2% prevalence of sarcopenia. RESULTS PA was different between the non-sarcopenia and sarcopenia groups (5.02° versus 4.18°; P < 0.001). Pearson correlation showed that PA was related to diagnostic and confounding factors of sarcopenia. After adjusting for all potential confounding factors, multiple linear regression analysis showed diagnostic components of sarcopenia (HGS and skeletal muscle mass index [SMI]) could predict 25.3% of PA variation and logistic regression analysis showed PA (odds ratio, 0.309; P < 0.001) were related to sarcopenia. Then receiver operating characteristic curve showed the cutoff value of 4.25° with area under the curve of 0.785 for PA. CONCLUSIONS PA is related to diagnostic components of sarcopenia, HGS and SMI. PA can be useful in the diagnosis of sarcopenia in older male patients with cancer. The cutoff value proposed in this study was 4.25°.
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Affiliation(s)
- Wei Ji
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China
| | - XiangLiang Liu
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China
| | - KaiWen Zheng
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China
| | - HaiMei Yang
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China
| | - JiuWei Cui
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China.
| | - Wei Li
- Center of Cancer, The First Affiliated Hospital of Jilin University, Changchun, China.
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Belarmino G, Torrinhas RS, Magalhães NV, Heymsfield SB, Waitzberg DL. New anthropometric and biochemical models for estimating appendicular skeletal muscle mass in male patients with cirrhosis. Nutrition 2020; 84:111083. [PMID: 33418229 DOI: 10.1016/j.nut.2020.111083] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/21/2020] [Accepted: 11/11/2020] [Indexed: 01/03/2023]
Abstract
OBJECTIVES The use of easily accessible methods to estimate skeletal muscle mass (SMM) in patients with cirrhosis is often limited by the presence of edema and ascites, precluding a reliable diagnosis of sarcopenia. The aim of this study was to design predictive models using variables derived from anthropometric and/or biochemical measures to estimate SMM; and to validate their applicability in diagnosing sarcopenia in patients with cirrhosis. METHODS Anthropometric and biochemical data were obtained from 124 male patients (18-76 y of age) with cirrhosis who also underwent dual-energy x-ray absorptiometry (DXA) and handgrip strength (HGS) assessments to identify low SMM and diagnose sarcopenia using reference cutoff values. Univariate analyses for variable selection were applied to generate predictive decision tree models for low SMM. Model accuracy for the prediction of low SMM and sarcopenia (when associated with HGS) was tested by comparison with reference cutoff values (appendicular SMM index, obtained by DXA) and clinical sarcopenia diagnoses. The prognostic value of the models for the prediction of sarcopenia and mortality at 104 wk of follow up was further tested using Kaplan-Meier graphics and Cox models. RESULTS The models with anthropometric variables, alone and combined with biochemical variables, showed good accuracy (0.89 [0.83; 0.94] and 0.90 [0.84; 0.95], respectively) and sensitivity (0.72 [0.56; 0.85] and 0.74 [0.59; 0.86], respectively) and excellent specificity (0.96 [0.90; 0.99] and 0.97 [0.92; 0.99], respectively) in predicting SMM. Both models showed excellent accuracy (0.94 [0.89; 0.98], good sensitivity (0.68 [0.45; 0.86]), and excellent specificity (1.00 [0.96; 1.00]) in predicting sarcopenia. The models predicted mortality in patients with sarcopenia, with the likelihood of death sixfold greater relative to patients not predicted to have sarcopenia. CONCLUSIONS Our simple and inexpensive models provided a practical and safe approach to diagnosing sarcopenia patients with cirrhosis along with an estimate of their mortality risk when other reference methods are unavailable.
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Affiliation(s)
- Giliane Belarmino
- Department of Gastroenterology, Surgical Division, Faculty of Medicine, University of São Paulo, São Paulo, Brazil.
| | - Raquel Susana Torrinhas
- Department of Gastroenterology, Surgical Division, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Natália V Magalhães
- Department of Gastroenterology, Surgical Division, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Steven B Heymsfield
- Pennington Biomedical Research Center, Baton Rouge, Louisiana, United States
| | - Dan L Waitzberg
- Department of Gastroenterology, Surgical Division, Faculty of Medicine, University of São Paulo, São Paulo, Brazil
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Bioelectrical impedance analysis (BIA) -derived phase angle in sarcopenia: A systematic review. Clin Nutr 2020; 40:3052-3061. [PMID: 33183880 DOI: 10.1016/j.clnu.2020.10.048] [Citation(s) in RCA: 116] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 09/14/2020] [Accepted: 10/23/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND & AIMS Bioelectrical impedance analysis-derived phase angle (PhA) has been gaining attention in the clinical evaluation of nutritional status because it is thought to be a proxy of water distribution and body cell mass; it is also associated to muscle strength and is an effective predictor of different clinical outcomes. Since an association may be expected between PhA and sarcopenia (defined by low skeletal muscle mass and impaired muscle function), the aim of this systematic review was to evaluate: a) changes in PhA due to sarcopenia; b) prevalence of sarcopenia according to PhA values; c) derivation of phase angle cut-offs for detecting sarcopenia; d) sarcopenia and PhA as predictors of clinical outcomes. METHODS A systematic research on electronic databases (PubMed, Embase, Scopus and Web of Science) from inception to January 31st, 2020 was performed according to PRISMA checklist. Using PICOS strategy, "P" corresponded to participants of any age, gender or ethnicity, "I" designated diagnosis of sarcopenia, "C" indicated subjects without sarcopenia, "O" corresponded to PhA, and "S" selected all study types. Methodological quality was assessed using the National Institute of Health (NIH) quality assessment tool. RESULTS Through the initial literature search and after removing duplicates and excluding papers by screening titles and abstracts, 79 potentially relevant studies were examined. Thirteen studies (7668 subjects) met the inclusion criteria. The overall risk of bias was low. Sarcopenia was associated with a significant lower PhA in seven studies out of eight, while five studies out of six reported a high prevalence of sarcopenia was in patients with low PhA. Different cut-off point values from 4.05 to 5.05° have been derived for the identification of sarcopenia. PhA and sarcopenia were independent predictors of survival in cancer patients and geriatric hospitalized patients. CONCLUSIONS Data from the selected papers demonstrate that PhA is decreased in sarcopenic subjects and the prevalence of sarcopenia is higher in subjects with low PhA. Further studies are needed to determine to what extent PhA may be valuable in detecting low muscle quality and/or identifying sarcopenia.
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Saueressig C, Glasenapp JH, Luft VC, Alves FD, Ferreira PK, Hammes TO, Dall'Alba V. Phase Angle Is an Independent Predictor of 6-Month Mortality in Patients With Decompensated Cirrhosis: A Prospective Cohort Study. Nutr Clin Pract 2020; 35:1061-1069. [PMID: 33058222 DOI: 10.1002/ncp.10584] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 09/15/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND This study aimed to evaluate the nutrition status through phase angle (PA) and its association with mortality in patients with decompensated cirrhosis. METHODS A prospective cohort study was performed with hospitalized decompensated cirrhotic patients. Nutrition status was assessed by PA, bioelectrical impedance vector analysis (BIVA), and Subjective Global Assessment (SGA) within 72 hours of hospital admission. The best PA cutoff point for malnutrition diagnosis was determined by ROC curve analysis, considering the SGA as the reference standard. Predictors of 6-month mortality were identified using Cox proportional hazards models, adjusted for Child-Pugh and MELD scores, and hepatocellular carcinoma. RESULTS This study included 97 patients, 63% male (n = 61), with a mean age of 60.1 ± 10.3 years. The median follow-up time of patients was 11.2 months (IQR, 2.4-21). Overall mortality was 58.8% (n = 57) and 6-month mortality was 35.1% (n = 34). Nutrition assessment according to BIVA indicated a risk for cachexia and normal hydration. Patients with values of PA ≤5.52° were considered malnourished. Malnourished patients according to PA (58.8%, n = 57) had a higher risk of 6-month mortality (HR = 3.44; 95% CI, 1.51-7.84; P = .003), and each increase of 1° in PA values was associated with a reduction of 53% in 6-month mortality risk. CONCLUSIONS The PA is an independent predictor of 6-month mortality in patients with decompensated cirrhosis. Therefore, PA may be useful to assess the nutrition status and identify patients at the highest risk of mortality in clinical practice.
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Affiliation(s)
- Camila Saueressig
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Porto Alegre, Brazil
| | - Joana Hoch Glasenapp
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Food, Nutrition, and Health, Porto Alegre, Brazil
| | - Vivian Cristine Luft
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Food, Nutrition, and Health, Porto Alegre, Brazil.,Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Epidemiology, Porto Alegre, Brazil.,Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Department of Nutrition, Porto Alegre, Brazil.,Hospital de Clínicas de Porto Alegre, Nutrition Division, Porto Alegre, Brazil
| | | | - Pâmela Kremer Ferreira
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Porto Alegre, Brazil
| | - Thais Ortiz Hammes
- Hospital de Clínicas de Porto Alegre, Nutrition Division, Porto Alegre, Brazil
| | - Valesca Dall'Alba
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Gastroenterology and Hepatology, Porto Alegre, Brazil.,Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Graduate Program in Food, Nutrition, and Health, Porto Alegre, Brazil.,Hospital de Clínicas de Porto Alegre, Nutrition Division, Porto Alegre, Brazil
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