Muscle Strength and Phase Angle Are Potential Markers for the Efficacy of Multidisciplinary Weight-Loss Program in Patients with Sarcopenic Obesity
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patients
2.2. Anthropometric Parameters
2.3. Body Composition
2.4. Skeletal Muscle Mass Index
2.5. Muscle Strength
2.6. Psychological General Well-Being Index (PGWBI) Questionnaire
2.7. Criteria for Definition of SO
2.8. Multidisciplinary Weight-Loss Program
2.9. Statistical Analysis
3. Results
3.1. SO Diagnosis and Characteristics at Admission
3.2. SO Patients at Discharge
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- McCarthy, D.; Berg, A. Weight Loss Strategies and the Risk of Skeletal Muscle Mass Loss. Nutrients 2021, 13, 2473. [Google Scholar] [CrossRef]
- Brunani, A.; Perna, S.; Soranna, D.; Rondanelli, M.; Zambon, A.; Bertoli, S.; Vinci, C.; Capodaglio, P.; Lukaski, H.C.; Cancello, R. Body Composition Assessment Using Bioelectrical Impedance Analysis (BIA) in a Wide Cohort of Patients Affected with Mild to Severe Obesity. Clin. Nutr. 2021, 40, 3973–3981. [Google Scholar] [CrossRef] [PubMed]
- Cancello, R.; Brunani, A.; Brenna, E.; Soranna, D.; Bertoli, S.; Zambon, A.; Lukaski, H.C.; Capodaglio, P. Phase Angle (PhA) in Overweight and Obesity: Evidence of Applicability from Diagnosis to Weight Changes in Obesity Treatment. Rev. Endocr. Metab. Disord. 2023, 24, 451–464. [Google Scholar] [CrossRef]
- Barrea, L.; Muscogiuri, G.; Laudisio, D.; Di Somma, C.; Salzano, C.; Pugliese, G.; De Alteriis, G.; Colao, A.; Savastano, S. Phase Angle: A Possible Biomarker to Quantify Inflammation in Subjects with Obesity and 25(OH)D Deficiency. Nutrients 2019, 11, 1747. [Google Scholar] [CrossRef]
- Barrea, L.; Muscogiuri, G.; Aprano, S.; Vetrani, C.; De Alteriis, G.; Varcamonti, L.; Verde, L.; Colao, A.; Savastano, S. Phase Angle as an Easy Diagnostic Tool for the Nutritionist in the Evaluation of Inflammatory Changes during the Active Stage of a Very Low-Calorie Ketogenic Diet. Int. J. Obes. 2022, 46, 1591–1597. [Google Scholar] [CrossRef]
- Madrid, D.A.; Beavers, K.M.; Walkup, M.P.; Ambrosius, W.T.; Rejeski, W.J.; Marsh, A.P.; Weaver, A.A. Effect of Exercise Modality and Weight Loss on Changes in Muscle and Bone Quality in Older Adults with Obesity. Exp. Gerontol. 2023, 174, 112126. [Google Scholar] [CrossRef]
- Campa, F.; Colognesi, L.A.; Moro, T.; Paoli, A.; Casolo, A.; Santos, L.; Correia, R.R.; Lemes, Í.R.; Milanez, V.F.; Christofaro, D.D.; et al. Effect of Resistance Training on Bioelectrical Phase Angle in Older Adults: A Systematic Review with Meta-Analysis of Randomized Controlled Trials. Rev. Endocr. Metab. Disord. 2023, 24, 439–449. [Google Scholar] [CrossRef] [PubMed]
- Custódio Martins, P.; De Lima, T.R.; Silva, A.M.; Santos Silva, D.A. Association of Phase Angle with Muscle Strength and Aerobic Fitness in Different Populations: A Systematic Review. Nutrition 2022, 93, 111489. [Google Scholar] [CrossRef] [PubMed]
- Venâncio, F.A.; Almeida, L.A.; Zovico, P.V.; Barauna, V.G.; Miguel, G.P.S.; Pedrosa, R.G.; Haraguchi, F.K. Roux-En-Y Gastric Bypass and Sleeve Gastrectomy Differently Affect Oxidative Damage Markers and Their Correlations with Body Parameters. Obes. Surg. 2021, 31, 1680–1687. [Google Scholar] [CrossRef]
- Koehler, K.B.; Moraes, R.A.G.D.; Rodrigues, J.B.; Portela, B.S.D.M.; Miguel, G.P.S.; Pedrosa, R.G.; Haraguchi, F.K. Bioimpedance Phase Angle Is Associated with Serum Transthyretin but Not with Prognostic Inflammatory and Nutritional Index during Follow-up of Women Submitted to Bariatric Surgery. Clin. Nutr. ESPEN 2019, 33, 183–187. [Google Scholar] [CrossRef]
- Manoel, R.; Venâncio, F.A.; Miguel, G.P.S.; Haraguchi, F.K.; Pedrosa, R.G. A Higher Phase Angle Is Associated with Greater Metabolic Equivalents in Women 1 Year after Bariatric Surgery. Obes. Surg. 2022, 32, 2003–2009. [Google Scholar] [CrossRef] [PubMed]
- Vassilev, G.; Galata, C.; Finze, A.; Weiss, C.; Otto, M.; Reissfelder, C.; Blank, S. Sarcopenia after Roux-En-Y Gastric Bypass: Detection by Skeletal Muscle Mass Index vs. Bioelectrical Impedance Analysis. J. Clin. Med. 2022, 11, 1468. [Google Scholar] [CrossRef] [PubMed]
- Norman, K.; Herpich, C.; Müller-Werdan, U. Role of Phase Angle in Older Adults with Focus on the Geriatric Syndromes Sarcopenia and Frailty. Rev. Endocr. Metab. Disord. 2023, 24, 429–437. [Google Scholar] [CrossRef]
- Janssen, I.; Heymsfield, S.B.; Baumgartner, R.N.; Ross, R. Estimation of Skeletal Muscle Mass by Bioelectrical Impedance Analysis. J. Appl. Physiol. 2000, 89, 465–471. [Google Scholar] [CrossRef] [PubMed]
- Haidar, S.G.; Kumar, D.; Bassi, R.S.; Deshmukh, S.C. Average versus Maximum Grip Strength: Which Is More Consistent? J. Hand Surg. 2004, 29, 82–84. [Google Scholar] [CrossRef]
- Grossi, E.; Groth, N.; Mosconi, P.; Cerutti, R.; Pace, F.; Compare, A.; Apolone, G. Development and Validation of the Short Version of the Psychological General Well-Being Index (PGWB-S). Health Qual. Life Outcomes 2006, 4, 88. [Google Scholar] [CrossRef]
- Cancello, R.; Brenna, E.; Soranna, D.; Zambon, A.; Villa, V.; Castelnuovo, G.; Donini, L.M.; Busetto, L.; Capodaglio, P.; Brunani, A. Sarcopenia Prevalence among Hospitalized Patients with Severe Obesity: An Observational Study. J. Clin. Med. 2024, 13, 2880. [Google Scholar] [CrossRef]
- Donini, L.M.; Busetto, L.; Bischoff, S.C.; Cederholm, T.; Ballesteros-Pomar, M.D.; Batsis, J.A.; Bauer, J.M.; Boirie, Y.; Cruz-Jentoft, A.J.; Dicker, D.; et al. Definition and Diagnostic Criteria for Sarcopenic Obesity: ESPEN and EASO Consensus Statement. Obes. Facts 2022, 15, 321–335. [Google Scholar] [CrossRef]
- Muller, C.J.; MacLehose, R.F. Estimating predicted probabilities from logistic regression: Different methods correspond to different target populations. Int. J. Epidemiol. 2014, 43, 962–970. [Google Scholar] [CrossRef]
- Vilà, R.; Granada, M.; Gutiérrez, R.; Fernández-López, J.; Remesar, X.; Formiguera, X.; Foz, M.; Alemany, M. Short-Term Effects of a Hypocaloric Diet on Nitrogen Excretion in Morbid Obese Women. Eur. J. Clin. Nutr. 2001, 55, 186–191. [Google Scholar] [CrossRef]
- Akamatsu, Y.; Kusakabe, T.; Arai, H.; Yamamoto, Y.; Nakao, K.; Ikeue, K.; Ishihara, Y.; Tagami, T.; Yasoda, A.; Ishii, K.; et al. Phase Angle from Bioelectrical Impedance Analysis Is a Useful Indicator of Muscle Quality. J. Cachexia Sarcopenia Muscle 2022, 13, 180–189. [Google Scholar] [CrossRef]
- Di Vincenzo, O.; Marra, M.; Di Gregorio, A.; Pasanisi, F.; Scalfi, L. Bioelectrical Impedance Analysis (BIA) -Derived Phase Angle in Sarcopenia: A Systematic Review. Clin. Nutr. 2021, 40, 3052–3061. [Google Scholar] [CrossRef]
- de Luis, D.A.; Aller, R.; Romero, E.; Dueñas, A.; Perez Castrillon, J.L. Relation of Phase Angle Tertiles with Blood Adipocytokines Levels, Insulin Resistance and Cardiovascular Risk Factors in Obese Women Patients. Eur. Rev. Med. Pharmacol. Sci. 2010, 14, 521–526. [Google Scholar]
- Rossini-Venturini, A.C.; Abdalla, P.P.; Fassini, P.G.; Dos Santos, A.P.; Tasinafo Junior, M.F.; Alves, T.C.; Gomide, E.B.G.; De Pontes, T.L.; Pfrimer, K.; Ferriolli, E.; et al. Association between Classic and Specific Bioimpedance Vector Analysis and Sarcopenia in Older Adults: A Cross-Sectional Study. BMC Sports Sci. Med. Rehabil. 2022, 14, 170. [Google Scholar] [CrossRef]
- Miller, A.E.J.; MacDougall, J.D.; Tarnopolsky, M.A.; Sale, D.G. Gender Differences in Strength and Muscle Fiber Characteristics. Eur. J. Appl. Physiol. 1993, 66, 254–262. [Google Scholar] [CrossRef] [PubMed]
- Papadia, C.; Bassett, P.; Cappello, G.; Forbes, A.; Lazarescu, V.; Shidrawi, R. Therapeutic Action of Ketogenic Enteral Nutrition in Obese and Overweight Patients: A Retrospective Interventional Study. Intern. Emerg. Med. 2020, 15, 73–78. [Google Scholar] [CrossRef] [PubMed]
- Gerken, A.L.H.; Rohr-Kräutle, K.K.; Weiss, C.; Seyfried, S.; Reissfelder, C.; Vassilev, G.; Otto, M. Handgrip Strength and Phase Angle Predict Outcome after Bariatric Surgery. Obes. Surg. 2021, 31, 200–206. [Google Scholar] [CrossRef] [PubMed]
- Fonfría-Vivas, R.; Pérez-Ros, P.; Barrachina-Igual, J.; Pablos-Monzó, A.; Martínez-Arnau, F.M. Assessing Quality of Life with SarQol Is Useful in Screening for Sarcopenia and Sarcopenic Obesity in Older Women. Aging Clin. Exp. Res. 2023, 35, 2069–2079. [Google Scholar] [CrossRef]
Female (N = 129) | Male (N = 59) | All (N = 188) | p-Value | |
---|---|---|---|---|
Age, years mean (SD) | 64.8 (12.3) | 63.5 (12.5) | 64.4 (12.4) | 0.432 ‡ |
Age class N (%) | ||||
<65 yrs | 55 (43%) | 27 (32%) | 82 (44%) | 0.688 † |
≥65 yrs | 74 (57%) | 32 (54%) | 106 (56%) | |
Weight, kg mean (SD) | 96.1 (16.0) | 113.2 (17.7) | 101.5 (18.2) | <0.001 ‡ |
BMI, kg/m2 mean (SD) | 40.8 (6.0) | 40.4 (5.4) | 40.7 (5.8) | 0.700 ‡ |
BMI class, N (%) | ||||
BMI class I–II (30–40 kg/m2) | 61 (47%) | 32 (54%) | 93 (49%) | 0.376 † |
BMI class III (>40 kg/m2) | 68 (53%) | 27 (46%) | 95 (51%) | |
PhA, ° mean (SD) | 4.07 (0.82) | 4.31 (0.83) | 4.14 (0.83) | 0.048 ‡ |
FAT MASS, kg mean (SD) | 49.5 (12.5) | 47.5 (11.3) | 48.8 (12.1) | 0.318 ‡ |
FAT MASS, % mean (SD) | 51.1 (4.8) | 41.8 (4.9) | 48.2 (6.5) | <0.001 ¥ |
FAT-FREE MASS, kg mean (SD) | 45.9 (5.3) | 64.7 (8.7) | 51.8 (10.9) | <0.001 ‡ |
FAT-FREE MASS, % mean (SD) | 48.4 (4.8) | 57.7 (4.9) | 51.3 (6.5) | <0.001 ¥ |
MUSCLE MASS, kg mean (SD) | 25.3 (4.1) | 36.6 (6.1) | 28.8 (7.1) | <0.001 ‡ |
MUSCLE MASS, % mean (SD) | 26.7 (4.1) | 32.7 (4.2) | 28.6 (5.0) | <0.001 ¥ |
SMMI, % mean (SD) | 19.1 (2.5) | 26.0 (3.1) | 21.3 (4.2) | <0.001 ‡ |
HGS, kg mean (SD) | 13.5 (1.7) | 22.3 (3.8) | 16.3 (4.8) | <0.001 ‡ |
Waist, cm mean (SD) | 129.05 (11.18) | 117.21 (10.67) | 120.94 (12.13) | <0.001 ‡ |
PGWBI SCORE * mean (SD) | 54.2 (20.4) | 63.8 (21.5) | 0.009 ¥ | |
PGWBI SCORE class * N (%) | ||||
Good | 21 (20%) | 19 (40%) | 40 (27%) | |
Normal | 25 (24%) | 11 (23%) | 36 (24%) | 0.026 † |
Poor | 57 (55%) | 17 (36%) | 74 (49%) | |
Number of comorbidities | 1.6 (1.1) | 1.9 (1.1) | 1.7 (1.1) | 0.097 ‡ |
No SO discharge (N = 80) | SO discharge (N = 108) | p-Value | |
---|---|---|---|
Age, years, mean (SD) | 63.11 (11.79) | 65.36 (12.8) | 0.125 ‡ |
Age class, N (%) | |||
<65 yrs | 38 (48%) | 44 (41%) | 0.356 † |
≥65 yrs | 42 (52%) | 64 (59%) | |
Male, N (%) | 22 (28%) | 37 (34%) | 0.323 † |
Weight, kg mean (SD) | 99.71 (17.69) | 95.72 (15.85) | 0.169 ‡ |
BMI, kg/m2 mean (SD) | 39.46 (6.25) | 38.82 (4.85) | 0.724 ‡ |
BMI class, N(%) | |||
BMI class I–II (30–40 kg/m2) | 39 (49%) | 54 (50%) | 0.865 † |
BMI class III (>40 kg/m2) | 42 (51%) | 54 (50%) | |
PhA, ° mean (SD) | 4.18 (0.87) | 4.06 (0.8) | 0.564 ‡ |
FAT MASS, kg mean (SD) | 49.45 (12.35) | 45.55 (10.57) | 0.020 ‡ |
FAT MASS, % mean (SD) | 48.91 (6.47) | 47.12 (6.09) | 0.054 ¥ |
FAT-FREE MASS, kg mean (SD) | 50.77 (10.35) | 50.39 (9.59) | 0.940 ‡ |
FAT-FREE MASS, % mean (SD) | 50.64 (6.46) | 52.44 (6.06) | 0.052 ¥ |
MUSCLE MASS, kg mean (SD) | 28.39 (7.21) | 27.75 (6.15) | 0.733 ‡ |
MUSCLE MASS, % mean (SD) | 28.34 (5.41) | 28.94 (4.9) | 0.425 ¥ |
SMMI, % mean (SD) | 21.31 (4.12) | 21.99 (4.21) | 0.299 ‡ |
HGS, kg mean (SD) | 21.97 (6.48) | 16.13 (5.07) | <0.0001 ‡ |
Waist, cm mean (SD) | 122.27 (12.41) | 119.93 (11.87) | 0.227 ‡ |
PGWBI SCORE * mean (SD) | 74.17 (17.63) | 68.06 (20.68) | 0.060 ¥ |
PGWBI SCORE class * N (%) | |||
Good | 17 (27%) | 23 (26%) | |
Normal | 16 (25%) | 20 (23%) | 0.924 † |
Poor | 30 (48%) | 44 (51%) | |
Number of comorbidity | 1.7 (1.2) | 1.7 (1.0) | 0.875 ‡ |
No SO discharge (N = 80) | SO discharge (N = 108) | p-Value | |
---|---|---|---|
Weight, kg mean (SD) | −4.49 (2.78) | −3.71 (2.32) | 0.054 ‡ |
Weight, % mean (SD) | −4.15 (1.86) | −3.62 (1.91) | 0.052 ‡ |
BMI, kg/m2 mean (SD) | −1.73 (0.97) | −1.48 (0.85) | 0.088 ‡ |
PhA, ° mean (SD) | 0.07 (0.9) | −0.11 (0.77) | 0.094 ‡ |
FAT MASS, kg mean (SD) | −1.76 (3.14) | −1.53 (2.73) | 0.515 ‡ |
FAT MASS, % mean (SD) | −0.36 (3) | −0.28 (2.28) | 0.911 ‡ |
FAT-FREE MASS, kg mean (SD) | −1.31 (3.47) | −1.13 (2.46) | 0.797 ‡ |
FAT-FREE MASS, % mean (SD) | 0.36 (3) | 0.33 (2.29) | 0.990 ‡ |
MUSCLE MASS, kg mean (SD) | −0.65 (3.8) | −0.94 (3.15) | 0.307 ‡ |
MUSCLE MASS, % mean (SD) | 0.39 (3.86) | −0.18 (3.17) | 0.265 ¥ |
SMMI, % mean (SD) | 0.56 (2.03) | 0.41 (1.52) | 0.570 ¥ |
HGS, kg mean (SD) | 5.46 (3.59) | 0.05 (2.53) | <0.0001 ‡ |
Waist, cm mean (SD) | −5.00 (4.52) | −5.61 (5.50) | 0.375 ‡ |
PGWBI SCORE * mean (SD) | 17.31 (16.95) | 10.51 (13.11) | 0.005 ‡ |
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Brunani, A.; Brenna, E.; Zambon, A.; Soranna, D.; Donini, L.M.; Busetto, L.; Bertoli, S.; Capodaglio, P.; Cancello, R. Muscle Strength and Phase Angle Are Potential Markers for the Efficacy of Multidisciplinary Weight-Loss Program in Patients with Sarcopenic Obesity. J. Clin. Med. 2024, 13, 5237. https://doi.org/10.3390/jcm13175237
Brunani A, Brenna E, Zambon A, Soranna D, Donini LM, Busetto L, Bertoli S, Capodaglio P, Cancello R. Muscle Strength and Phase Angle Are Potential Markers for the Efficacy of Multidisciplinary Weight-Loss Program in Patients with Sarcopenic Obesity. Journal of Clinical Medicine. 2024; 13(17):5237. https://doi.org/10.3390/jcm13175237
Chicago/Turabian StyleBrunani, Amelia, Ettore Brenna, Antonella Zambon, Davide Soranna, Lorenzo Maria Donini, Luca Busetto, Simona Bertoli, Paolo Capodaglio, and Raffaella Cancello. 2024. "Muscle Strength and Phase Angle Are Potential Markers for the Efficacy of Multidisciplinary Weight-Loss Program in Patients with Sarcopenic Obesity" Journal of Clinical Medicine 13, no. 17: 5237. https://doi.org/10.3390/jcm13175237