1
|
Pereira V, Barreiros-Mota I, Cortez F, Castela I, Teixeira D, Calhau C, Camila Dias C, Moreira-Rosário A, Silvestre MP. A randomized controlled trial of a weight loss maintenance program in adults with obesity: the WLM3P study. Eur J Clin Nutr 2024; 78:694-702. [PMID: 38844671 DOI: 10.1038/s41430-024-01454-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 04/30/2024] [Accepted: 05/21/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND/OBJECTIVES The escalating obesity epidemic necessitates effective, sustainable weight loss (WL) and maintenance strategies. This study aimed to evaluate the effectiveness of the Weight Loss Maintenance 3 Phases Program (WLM3P) in achieving a clinically significant long-term weight loss (WL) (≥5% initial WL at 18 months) in adults with obesity compared to a standard low-carbohydrate diet (LCD). SUBJECTS/METHODS In this two-phase trial, 112 participants targeting initial WL (0-6 months) and subsequent maintenance (7-18 months) were randomly assigned to either WLM3P or LCD groups. Outcomes assessed included change in body weight (kg, %), improvements in body composition, and metabolic profile. RESULTS Of 112 randomized participants, 69% (n = 77) completed the study. At 18 months, WL in the WLM3P group (n = 40) was 15.5 ± 8.3% compared to 9.6 ± 8.5% in the LCD group (n = 37) (p < 0.001). The odds ratio of achieving WL ≥ 10% and ≥15% were significantly higher in the WLM3P group. Complete-case analysis revealed significantly greater improvements in BMI, body fat mass, visceral fat area, waist circumference, waist-to-hip ratio, HDL, and triglyceride/HDL ratio in WLM3P than in LCD. No serious adverse events were reported. CONCLUSION Both programs effectively promoted clinically relevant WL and its maintenance. However, the WLM3P program was more successful in helping participants achieve greater WL targets of ≥10% and ≥15%, along with other clinical benefits, after an 18-month intervention. TRIAL REGISTRATION NUMBER NCT04192357.
Collapse
Affiliation(s)
- Vanessa Pereira
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- Nutrition Department Farmodiética, Farmodiética, 2785-723, Lisbon, Portugal
| | - Inês Barreiros-Mota
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- CHRC, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
| | - Filipa Cortez
- Nutrition Department Farmodiética, Farmodiética, 2785-723, Lisbon, Portugal
- Faculty of Nutrition and Food Sciences, University of Porto, Porto, Portugal
| | - Inês Castela
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- CHRC, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
| | - Diana Teixeira
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- CHRC, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- CINTESIS@RISE, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
| | - Conceição Calhau
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
- CHRC, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal
| | - Cláudia Camila Dias
- Knowledge Management Unit, Faculty of Medicine of the University of Porto (FMUP), Porto, Portugal
- CINTESIS@RISE, Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS), Faculty of Medicine of the University of Porto, Porto, Portugal
| | - André Moreira-Rosário
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal.
- CINTESIS@RISE, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal.
| | - Marta P Silvestre
- NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal.
- CINTESIS@RISE, NOVA Medical School, Faculty of Medical Sciences, NMS, FMC, Nova University of Lisbon, Lisbon, Portugal.
| |
Collapse
|
2
|
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.
Collapse
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
| |
Collapse
|
3
|
Lim H, Son K, Lim H. Association between Skeletal Muscle Mass-to-Visceral Fat Ratio and Dietary and Cardiometabolic Health Risk Factors among Korean Women with Obesity. Nutrients 2023; 15:nu15071574. [PMID: 37049414 PMCID: PMC10097179 DOI: 10.3390/nu15071574] [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: 02/20/2023] [Revised: 03/20/2023] [Accepted: 03/22/2023] [Indexed: 04/14/2023] Open
Abstract
Sarcopenic obesity (SO) is more associated with cardiovascular diseases than sarcopenia or obesity alone. This study aimed to assess the association between the skeletal muscle mass-to-visceral fat area ratio (SVR) and dietary and cardiometabolic health risk factors in obese women. Fifty-nine women aged 19-65 years with BMI values of ≥25 kg/m2 and <32 kg/m2 were included. The SVR was inversely correlated with blood lipids (total cholesterol, β = -0.369, p = 0.022; low-density lipoprotein cholesterol, β = -0.326, p = 0.049) and hs-CRP (β = -0.305, p = 0.043). Among the dietary factors, fatty acid intake (saturated fatty acids (SFA), β = -0.287, p = 0.044; monounsaturated fatty acids (MUFA), β = -0.282, p = 0.048; polyunsaturated fatty acids (PUFA), β = -0.301, p = 0.035) was inversely correlated with the SVR. Conversely, vitamin B6 and B12 intake (vitamin B6, β = 0.338, p = 0.012; vitamin B12, β = 0.281, p = 0.024) showed positive associations with the SVR. Individuals with a lower SVR were more likely to have SO and higher blood lipids and inflammatory marker levels. Regarding dietary factors, the SVR increased with vitamin B6 and B12 intake, which was less likely to occur in individuals with SO.
Collapse
Affiliation(s)
- Heeju Lim
- Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, Yongin-si 17104, Gyeonggi-do, Republic of Korea
| | - Kumhee Son
- Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, Yongin-si 17104, Gyeonggi-do, Republic of Korea
- Research Institute of Medical Nutrition, Kyung Hee University, Seoul 02447, Republic of Korea
| | - Hyunjung Lim
- Department of Medical Nutrition, Graduate School of East-West Medical Science, Kyung Hee University, Yongin-si 17104, Gyeonggi-do, Republic of Korea
- Research Institute of Medical Nutrition, Kyung Hee University, Seoul 02447, Republic of Korea
| |
Collapse
|
4
|
Jin R, Wang X, Li X, Yang J, Liu B, Wei L, Liu F, Rao H. Appendicular Skeletal Muscle Index and HbA1c Evaluate Liver Steatosis in Patients With Metabolic Associated Fatty Liver Disease. Front Med (Lausanne) 2022; 9:919502. [PMID: 35872790 PMCID: PMC9298827 DOI: 10.3389/fmed.2022.919502] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 06/20/2022] [Indexed: 11/21/2022] Open
Abstract
Background and Aim(s) Liver steatosis, as the main feature of metabolic associated fatty liver disease (MAFLD), was associated with the progression of liver fibrosis and metabolic syndrome, which needed to be estimated accurately. In this study, we explored the significance of appendicular skeletal muscle index (ASMI) in evaluating liver steatosis of MAFLD patients. Methods Eight hundred and ninety-nine cases with MAFLD from 2017 to 2018 National Health and Nutrition Examination Surveys (NHANES) database were included. All the analyzed data were obtained from NHANES database. The association between ASMI and liver steatosis were evaluated using R and EmpowerStats. Results MAFLD individuals were randomly divided into a training (n = 450) and validation cohort (n = 449). In univariate analysis, HbA1c, arms fat, arms lean mass, legs lean mass, trunk lean mass, total fat, total lean mass and ASMI were significantly associated with liver steatosis (p < 0.05). Multivariate analysis showed that HbA1c (OR: 1.6732; 95% CI: 1.2753–2.1929, p = 0.0002) and ASMI (OR: 1.6723; 95% CI: 1.1760–2.5204, p = 0.0052) were independently associated with severe liver steatosis. ASMI accurately evaluated severe liver steatosis with an AUROC of 0.73 and 0.81 in training and validation cohort, respectively. Compared with ASMI only, ASMI combined with HbA1c improved the AUROC to 0.85 and 0.88. Furthermore, the AUROC of our model was superior to FLI in the evaluation of liver steatosis. Conclusion ASMI combined with HbA1c has good evaluation value for liver steatosis in MAFLD patients, which might be beneficial for the management of MAFLD clinically.
Collapse
Affiliation(s)
- Rui Jin
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
| | - Xiaoxiao Wang
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
| | - Xiaohe Li
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
| | - Jia Yang
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
| | - Baiyi Liu
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
| | - Lai Wei
- Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
| | - Feng Liu
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
- *Correspondence: Feng Liu,
| | - Huiying Rao
- Peking University People’s Hospital, Peking University Hepatology Institute, Beijing Key Laboratory of Hepatitis C and Immunotherapy for Liver Diseases, Beijing International Cooperation Base for Science and Technology on NAFLD Diagnosis, Beijing, China
- Huiying Rao,
| |
Collapse
|
5
|
Guo W, Zhao X, Miao M, Liang X, Li X, Qin P, Lu J, Zhu W, Wu J, Zhu C, Xu N, Zhang Q. Association Between Skeletal Muscle Mass and Severity of Steatosis and Fibrosis in Non-alcoholic Fatty Liver Disease. Front Nutr 2022; 9:883015. [PMID: 35558748 PMCID: PMC9087584 DOI: 10.3389/fnut.2022.883015] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 04/04/2022] [Indexed: 12/18/2022] Open
Abstract
Background Sarcopenia is known to be the risk factor of non-alcoholic fatty liver disease (NAFLD). However, studies evaluating the association of skeletal muscle mass (SMM) with liver fibrosis by transient elastography are limited. Here, we investigated the association of SMM with hepatic steatosis and fibrosis assessed in Chinese adults. Methods Patients who underwent liver ultrasonography at the Health Promotion Center of the First Affiliated Hospital of Nanjing Medical University between January 2020 to June 2021 were enrolled. We used transient elastography to evaluate the degree of hepatic fat and liver stiffness. Appendicular skeletal muscle mass was determined by bioelectrical impedance and was adjusted for body weight to derive the skeletal muscle mass index (SMI). Results Of 3,602 finally enrolled individuals, 1,830 had NAFLD and 1,772 did not have NAFLD. SMI gradually decreased as the severity of hepatic steatosis increased (40.47 ± 3.94% vs. 39.89 ± 3.57% vs. 39.22 ± 3.46% vs. 37.81 ± 2.84%, P < 0.001). Individuals with F3-F4 and F2 liver fibrosis groups had significantly lower SMI than individuals with F0-F1 stages (37.51 ± 3.19% vs. 38.06 ± 3.51% vs. 39.36 ± 3.38%, P < 0.001). As the SMI increased, the percentages of subjects with mild and severe NAFLD, and the percentages of subjects in F2 and F3-F4 stage were gradually decreased. SMI was independently associated with the severity of hepatic steatosis and fibrosis by logistic regression analysis. Moreover, decreased SMI was an independent risk factor for NAFLD and fibrosis. Conclusion SMI is closely associated with liver fat content and liver fibrosis in Chinese adults with NAFLD.
Collapse
Affiliation(s)
- Wen Guo
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Xin Zhao
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Mengyuan Miao
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Xiuru Liang
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Xiaona Li
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Pei Qin
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Jing Lu
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Wenfang Zhu
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Juan Wu
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Chen Zhu
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Nianzhen Xu
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Qun Zhang
- Department of Health Promotion Center, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| |
Collapse
|
6
|
Zhang XL, Wang TY, Targher G, Byrne CD, Zheng MH. Lifestyle Interventions for Non-Obese Patients Both with, and at Risk, of Non-Alcoholic Fatty Liver Disease. Diabetes Metab J 2022; 46:391-401. [PMID: 35656562 PMCID: PMC9171159 DOI: 10.4093/dmj.2022.0048] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/29/2022] [Indexed: 12/26/2022] Open
Abstract
Non-alcoholic fatty liver disease occurring in non-obese subjects (the so-called non-obese NAFLD) is a highly prevalent but neglected liver condition, which is closely associated with metabolic disorders and suboptimal lifestyles. Landmark studies have shown that lifestyle interventions are potentially beneficial in decreasing the risk of developing non-obese NAFLD and in ameliorating NAFLD in non-obese individuals with pre-existing NAFLD. Lifestyle interventions usually refer to changes in eating habits and physical activity, both of which have a powerful effect on non-obese NAFLD and on risk factors for non-obese NAFLD. However, to date, patients and health-care professionals have a poor awareness and understanding of non-obese NAFLD and the beneficial effects of lifestyle interventions in this patient population. The aim of this narrative review is to briefly discuss the evidence for the effects of lifestyle changes and what changes are needed amongst medical personnel and other stakeholders in order to raise awareness of non-obese NAFLD.
Collapse
Affiliation(s)
- Xin-Lei Zhang
- NAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ting-Yao Wang
- Department of Nephrology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Giovanni Targher
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona, Verona, Italy
| | - Christopher D. Byrne
- Southampton National Institute for Health Research Biomedical Research Centre, University Hospital Southampton, Southampton General Hospital, Southampton, UK
- Nutrition and Metabolism, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Ming-Hua Zheng
- NAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Institute of Hepatology, Wenzhou Medical University, Wenzhou, China
- Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, China
- Corresponding author: Ming-Hua Zheng https://orcid.org/0000-0003-4984-2631 NAFLD Research Center, Department of Hepatology, The First Affiliated Hospital of Wenzhou Medical University, No. 2 Fuxue Lane, Wenzhou 325000, China E-mail:
| |
Collapse
|
7
|
Xiao P, Liang P, Gao P, Wu J. Sex- and region-specific associations of skeletal muscle mass with metabolic dysfunction-associated fatty liver disease. Front Endocrinol (Lausanne) 2022; 13:1057261. [PMID: 36531457 PMCID: PMC9755203 DOI: 10.3389/fendo.2022.1057261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION Metabolic dysfunction-associated fatty liver disease (MAFLD) is known to be the most common chronic liver disease worldwide, and accumulating evidence suggests that skeletal muscle might play an important role in metabolic health. However, the association between skeletal muscle and MAFLD is poorly understood so far. Therefore, we aimed to evaluate the associations of skeletal muscle with MAFLD and significant fibrosis. METHODS A cross-sectional analysis was conducted using data obtained from the 2017-2018 US National Health and Nutrition Examination Survey. The whole-body, appendicular, and trunk skeletal muscle mass index (SMI) were assessed by dual-energy x-ray absorptiometry. MAFLD and significant fibrosis were assessed by transient elastography. Survey-weight adjusted multivariable logistic regressions were used to determine the associations. The area under the receiver operating characteristic curve (AUC) and variable importance scores from the random forest and logistic regression model were calculated to assess the predictive capability of variables and models. RESULTS Of the 2065 participants, those with appendicular SMI in the highest quartile were associated with a lower risk for MAFLD in both sexes (male, OR[95%CI]: 0.46 [0.25~0.84]; female, OR[95%CI]: 0.32 [0.13~0.82]), but with a significantly different scale of the associations between sexes (P interaction = 0.037). However, females with trunk SMI in the highest quartile had an increased risk of significant fibrosis (OR[95%CI]: 7.82 [1.86~32.77]). Trunk SMI and appendicular SMI ranked the third contributor to MAFLD in random forest and logistic regression models, respectively. Taking appendicular and trunk SMI into consideration, the AUCs for MAFLD were 0.890 and 0.866 in random forest and logistic regression models, respectively. DISCUSSION The distribution of skeletal muscle mass differently affects MAFLD and significant fibrosis in the sex groups. Higher appendicular skeletal muscle mass was associated with a lower risk of MAFLD, while the risk of significant fibrosis in females was increased with the trunk skeletal muscle mass.
Collapse
Affiliation(s)
- Pei Xiao
- Center for Non-Communicable Disease Management, Beijing Children’s Hospital, Capital Medical University, National Center for Children’s Health, Beijing, China
| | - Pu Liang
- Beijing Key Laboratory of Emerging Infectious Diseases, Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China
- Beijing Institute of Infectious Diseases, Beijing, China
- National Center for Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China
- *Correspondence: Pu Liang,
| | - Panjun Gao
- Department of Health, Ethics & Society, CAPHRI Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
| | - Jinyi Wu
- Department of Public Health, Wuhan Fourth Hospital, Wuhan, China
| |
Collapse
|