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Lam A, Piya MK, Foroughi N, Mohsin M, Chimoriya R, Kormas N, Conti J, Hay P. Predictors of Mental Health Outcomes in a Multidisciplinary Weight Management Program for Class 3 Obesity. Nutrients 2024; 16:1068. [PMID: 38613100 PMCID: PMC11013199 DOI: 10.3390/nu16071068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/02/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
This study aimed to examine the potential predictors of improvement in mental health outcomes following participation in an intensive non-surgical outpatient weight management program (WMP) in an Australian public hospital. This was a retrospective cohort study of all adults with Class 3 obesity (BMI ≥ 40 kg/m2) who enrolled in the WMP from March 2018 to June 2021. The participants completed the Eating Disorder Examination Questionnaire Short Version (EDE-QS), Kessler-10 Psychological Distress Scale, and 36-Item Short-Form Survey (SF-36) at baseline and 12-month follow-up. A total of 115 patients completed 12 months in the WMP and were included in the study, with 76.5% being female, a mean ± SD age at baseline of 51.3 ± 13.8 years, a weight of 146 ± 26 kg, and a BMI of 51.1 ± 8.6 kg/m2. The participants lost an average of 8.6 ± 0.2 kg over 12 months, and greater weight loss at follow-up was significantly associated with improved global EDE-QS scores, psychological distress, and improved mental health quality of life. However, improvements in most mental health outcomes were not predicted by weight loss alone. Notably, a lower eating disorder risk at baseline was associated with less psychological distress at follow-up and greater weight loss at follow-up. Our results also found an association between reduced psychological distress and reduced binge eating frequency. These findings support the inclusion components of obesity interventions that target the psychological correlates of obesity to support improved outcomes in people with Class 3 obesity. Future studies should aim to identify which aspects of the WMP helped improve people's psychological outcomes.
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Affiliation(s)
- Ashley Lam
- School of Psychology, Western Sydney University, Sydney, NSW 2560, Australia;
| | - Milan K. Piya
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (M.K.P.); (N.F.); (R.C.)
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia;
| | - Nasim Foroughi
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (M.K.P.); (N.F.); (R.C.)
| | - Mohammed Mohsin
- Mental Health Research and Teaching Unit, Liverpool Hospital, South Western Sydney Local Health District, NSW Health, Liverpool, NSW 1871, Australia;
- Faculty of Medicine & Health, School of Clinical Medicine, Discipline of Psychiatry, University of New South Wales, Kensington, NSW 2052, Australia
| | - Ritesh Chimoriya
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (M.K.P.); (N.F.); (R.C.)
| | - Nic Kormas
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia;
| | - Janet Conti
- School of Psychology, Western Sydney University, Sydney, NSW 2560, Australia;
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (M.K.P.); (N.F.); (R.C.)
| | - Phillipa Hay
- Translational Health Research Institute, School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (M.K.P.); (N.F.); (R.C.)
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia;
- Mental Health Research and Teaching Unit, Liverpool Hospital, South Western Sydney Local Health District, NSW Health, Liverpool, NSW 1871, Australia;
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Chimoriya R, Ho V, Wang ZV, Chang R, Boumelhem BB, Simmons D, Kormas N, Gorrell MD, Piya MK. Application and Diagnostic Performance of Two-Dimensional Shear Wave Elastography and Liver Fibrosis Scores in Adults with Class 3 Obesity. Nutrients 2023; 16:74. [PMID: 38201904 PMCID: PMC10780854 DOI: 10.3390/nu16010074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/19/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024] Open
Abstract
There are no ideal non-invasive tests for assessing the severity of liver fibrosis in people with metabolic dysfunction-associated steatotic liver disease (MASLD) and class 3 obesity, where body habitus often makes imaging technically challenging. This study aimed to assess the applicability and diagnostic performance of two-dimensional shear wave elastography (2D-SWE), alongside several serum-based liver fibrosis scoring methods, in individuals with class 3 obesity. A cross-sectional study was conducted in patients aged ≥18 years and with a body mass index (BMI) ≥ 40 kg/m2 who were participants in a publicly funded multidisciplinary weight management program in South Western Sydney. The 2D-SWE was performed using the ElastQ Imaging (EQI) procedure with the Phillips EPIQ Elite series ultrasound. An EQI Median value of ≥6.43 kPa was taken as a cutoff score for significant fibrosis, and the scan was considered valid when the liver EQI IQR/Med value was <30%. The Fibrosis-4 (FIB-4) index, AST-to-platelet ratio index (APRI), NAFLD fibrosis score (NFS), and circulating fibroblast activation protein index (FAP index) were calculated from fasting blood samples. The participants (n = 116; 67.2% female) were aged 47.2 ± 12.9 years, with BMI 54.5 ± 11.0 kg/m2. EQI Median values were obtained for 97.4% (113/116) of the 2D-SWE scans, and 91.4% (106/116) of the scans were considered valid. The EQI Median values exhibited a moderately positive correlation with the FIB-4 index (r = 0.438; p < 0.001) and a weakly positive correlation with the APRI (r = 0.388; p < 0.001), NFS (r = 0.210; p = 0.036) and FAP index (r = 0.226; p = 0.020). All liver fibrosis scores were positively correlated with one another. Among those referred for a liver biopsy based on the 2D-SWE and serum scores, half (11/22) underwent liver biopsy, and their 2D-SWE scores exhibited 72.7% accuracy (sensitivity: 71.4%; specificity: 75%) in detecting significant fibrosis. Our results show that 2D-SWE is a feasible, non-invasive test to assess liver fibrosis among people with class 3 obesity. Further research is needed to assess how 2D-SWE can be used alongside existing serum-based risk scores to reliably detect significant fibrosis, which would potentially reduce the need for invasive liver biopsy.
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Affiliation(s)
- Ritesh Chimoriya
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (V.H.); (D.S.)
| | - Vincent Ho
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (V.H.); (D.S.)
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia; (R.C.); (N.K.)
| | - Ziqi Vincent Wang
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia; (Z.V.W.); (B.B.B.); (M.D.G.)
| | - Ruby Chang
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia; (R.C.); (N.K.)
| | - Badwi B. Boumelhem
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia; (Z.V.W.); (B.B.B.); (M.D.G.)
| | - David Simmons
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (V.H.); (D.S.)
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia; (R.C.); (N.K.)
| | - Nic Kormas
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia; (R.C.); (N.K.)
| | - Mark D. Gorrell
- Centenary Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia; (Z.V.W.); (B.B.B.); (M.D.G.)
| | - Milan K. Piya
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (V.H.); (D.S.)
- Camden and Campbelltown Hospitals, Campbelltown, NSW 2560, Australia; (R.C.); (N.K.)
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Kodsi R, Chimoriya R, Medveczky D, Grudzinskas K, Atlantis E, Tahrani AA, Kormas N, Piya MK. Clinical Use of the Edmonton Obesity Staging System for the Assessment of Weight Management Outcomes in People with Class 3 Obesity. Nutrients 2022; 14:967. [PMID: 35267942 PMCID: PMC8912843 DOI: 10.3390/nu14050967] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 02/22/2022] [Accepted: 02/23/2022] [Indexed: 11/17/2022] Open
Abstract
We aimed to assess weight loss and metabolic outcomes by severity of weight-related complications following an intensive non-surgical weight management program (WMP) in an Australian public hospital. A retrospective cohort study of all patients aged ≥18 years with body mass index (BMI) ≥ 40 enrolled in the WMP during March 2018−March 2019 with 12-month follow-up information were stratified using the Edmonton Obesity Staging System (EOSS). Of 178 patients enrolled in the WMP, 112 (62.9%) completed at least 12 months’ treatment. Most patients (96.6%) met EOSS-2 (56.7%) or EOSS-3 (39.9%) criteria for analysis. Both groups lost significant weight from baseline to 12 months; EOSS-2: 139.4 ± 31.8 kg vs. 131.8 ± 31.8 kg (p < 0.001) and EOSS-3: 141.4 ± 24.2 kg vs. 129.8 ± 24.3 kg (p < 0.001). After adjusting for baseline age, sex and employment status, mean weight loss was similar but a greater proportion of EOSS-3 achieved >10% weight loss compared to EOSS-2, (40% vs. 15.9%, p = 0.024). Changes in metabolic parameters including HbA1c, BP and lipids did not differ between EOSS-2 and 3. Despite increased clinical severity, adult patients with class 3 obesity achieved clinically meaningful weight loss and similar improvements in metabolic parameters compared to patients with less severe complications after 12 months in an intensive non-surgical WMP.
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Affiliation(s)
- Raymond Kodsi
- South Western Sydney Metabolic Rehabilitation and Bariatric Program (SWS MRBP), Camden and Campbelltown Hospitals, Camden, NSW 2570, Australia; (R.K.); (K.G.); (N.K.)
| | - Ritesh Chimoriya
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (D.M.)
| | - David Medveczky
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (D.M.)
| | - Kathy Grudzinskas
- South Western Sydney Metabolic Rehabilitation and Bariatric Program (SWS MRBP), Camden and Campbelltown Hospitals, Camden, NSW 2570, Australia; (R.K.); (K.G.); (N.K.)
| | - Evan Atlantis
- School of Health Sciences, Western Sydney University, Campbelltown, NSW 2560, Australia;
- Discipline of Medicine, Nepean Clinical School, Faculty of Medicine and Health, The University of Sydney, Nepean, NSW 2747, Australia
| | - Abd A. Tahrani
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B15 2TT, UK;
- Centre for Endocrinology, Diabetes and Metabolism (CEDAM), Birmingham Health Partners, Birmingham B15 2TT, UK
- Department of Diabetes and Endocrinology, University Hospitals Birmingham NHS Trust, Birmingham B15 2TT, UK
| | - Nic Kormas
- South Western Sydney Metabolic Rehabilitation and Bariatric Program (SWS MRBP), Camden and Campbelltown Hospitals, Camden, NSW 2570, Australia; (R.K.); (K.G.); (N.K.)
| | - Milan K. Piya
- South Western Sydney Metabolic Rehabilitation and Bariatric Program (SWS MRBP), Camden and Campbelltown Hospitals, Camden, NSW 2570, Australia; (R.K.); (K.G.); (N.K.)
- School of Medicine, Western Sydney University, Campbelltown, NSW 2560, Australia; (R.C.); (D.M.)
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