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Wagenaar C, Walrabenstein W, de Jonge C, Bisschops M, van der Leeden M, van der Esch M, Weijs P, Troelstra M, Korteweg M, Nederveen A, van Schaardenburg D. Effect of a multidisciplinary lifestyle intervention on body composition in people with osteoarthritis: Secondary analysis of the "Plants for Joints" randomized controlled trial. OSTEOARTHRITIS AND CARTILAGE OPEN 2024; 6:100524. [PMID: 39435357 PMCID: PMC11491948 DOI: 10.1016/j.ocarto.2024.100524] [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: 06/21/2024] [Accepted: 09/19/2024] [Indexed: 10/23/2024] Open
Abstract
Objective The Plants for Joints (PFJ) intervention significantly improved pain, stiffness, and physical function, and metabolic outcomes, in people with metabolic syndrome-associated osteoarthritis (MSOA). This secondary analysis investigated its effects on body composition. Method In the randomized PFJ study, people with MSOA followed a 16-week intervention based on a whole-food plant-based diet, physical activity, and stress management, or usual care. For this secondary analysis, fat mass, muscle mass, and bone mineral density were measured using dual-energy X-ray absorptiometry (DEXA) for all participants. Additionally, in a subgroup (n = 32), hepatocellular lipid (HCL) content and composition of visceral adipose tissue (VAT) were measured using magnetic resonance spectroscopy (MRS). An intention-to-treat analysis with a linear-mixed model adjusted for baseline values was used to analyse between-group differences. Results Of 66 people randomized, 64 (97%) completed the study. The PFJ group experienced significant weight loss (-5.2 kg; 95% CI -6.9, -3.6) compared to controls, primarily from fat mass reduction (-3.9 kg; 95% CI -5.3 to -2.5). No significant differences were found in lean mass, muscle strength, or bone mineral density between groups. In the subgroup who underwent MRI scans, the PFJ group had a greater reduction in HCL (-6.5%; 95% CI -9.9, 3.0) compared to controls, with no observed differences in VAT composition. Conclusion The PFJ multidisciplinary intervention positively impacted clinical and metabolic outcomes, and appears to significantly reduce body fat, including liver fat, while preserving muscle mass and strength.
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Affiliation(s)
- C.A. Wagenaar
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
- Amsterdam UMC Location University of Amsterdam, Department of Clinical Immunology and Rheumatology, Meibergdreef 9, Amsterdam, the Netherlands
- Amsterdam Rheumatology and Immunology Center, Amsterdam, the Netherlands
| | - W. Walrabenstein
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
- Amsterdam UMC Location University of Amsterdam, Department of Clinical Immunology and Rheumatology, Meibergdreef 9, Amsterdam, the Netherlands
- Amsterdam Rheumatology and Immunology Center, Amsterdam, the Netherlands
| | - C.S. de Jonge
- Amsterdam UMC Location University of Amsterdam, Department of Radiology and Nuclear Medicine, Meibergdreef 9, Amsterdam, the Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam, the Netherlands
| | - M. Bisschops
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
| | - M. van der Leeden
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Rehabilitation Medicine, Boelelaan 1117, Amsterdam, the Netherlands
- Amsterdam Movement Sciences Research Institute, Amsterdam, the Netherlands
| | - M. van der Esch
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
- Center of Expertise Urban Vitality, Amsterdam University of Applied Sciences, Faculty of Health, Amsterdam, the Netherlands
| | - P.J.M. Weijs
- Department of Nutrition and Dietetics, Center of Expertise Urban Vitality, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
- Amsterdam UMC Location Vrije Universiteit Amsterdam, Department of Nutrition and Dietetics, Boelelaan 1117, Amsterdam, the Netherlands
| | - M.A. Troelstra
- Amsterdam UMC Location University of Amsterdam, Department of Radiology and Nuclear Medicine, Meibergdreef 9, Amsterdam, the Netherlands
| | - M.A. Korteweg
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
| | - A.J. Nederveen
- Amsterdam UMC Location University of Amsterdam, Department of Radiology and Nuclear Medicine, Meibergdreef 9, Amsterdam, the Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism Research Institute, Amsterdam, the Netherlands
- Amsterdam Movement Sciences Research Institute, Amsterdam, the Netherlands
| | - D. van Schaardenburg
- Reade Center for Rheumatology and Rehabilitation, Amsterdam, the Netherlands
- Amsterdam UMC Location University of Amsterdam, Department of Clinical Immunology and Rheumatology, Meibergdreef 9, Amsterdam, the Netherlands
- Amsterdam Rheumatology and Immunology Center, Amsterdam, the Netherlands
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Rafiei H, Yeung M, Kowalski S, Li MY, Harris D, Chang J, Nguyen N, Yorke E, Sampath S, Hollman S, Duns G, O'Brien L, Steidl C, Krystal G, Elisia I. Butyrate and tributyrin reduce LPS-induced inflammatory cytokine production from human visceral fat. Int J Obes (Lond) 2024; 48:1559-1567. [PMID: 38987636 DOI: 10.1038/s41366-024-01581-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 06/17/2024] [Accepted: 07/02/2024] [Indexed: 07/12/2024]
Abstract
INTRODUCTION The current obesity crisis has resulted in many people with excess adipose tissue suffering from chronic inflammation. This inflammation is largely due to the release of cytokines and chemokines from visceral fat. The aim of this study was to identify potential anti-inflammatory agents that might alleviate obesity-induced chronic inflammation. METHODS To identify agents that might alleviate this obesity-induced chronic inflammation we have developed a simple protocol for incubating intact pieces of human visceral adipose tissue in 35 mm tissue culture plates, in the presence of low-dose lipopolysaccharide (LPS) and co-incubating these samples with potential anti-inflammatory agents. RNA-Seq analysis was performed to identify enriched gene expression signatures among the most significantly differentially expressed genes. RESULTS From this screen, we have identified the short-chain fatty acid (SCFA) sodium butyrate and its triacylglyceride form, tributyrin, as effective agents, significantly reducing the production of LPS-induced inflammatory cytokines and chemokines from all adipose tissue samples tested. As well, these agents appear to be non-toxic at the concentrations tested. RNA-Seq analysis has revealed that IL36γ is one of the most upregulated genes in response to LPS and one of the most downregulated when sodium butyrate is added to human fat samples stimulated with LPS. IL-36γ ELISAs confirmed this holds true at the protein level as well. CONCLUSIONS These studies suggest that the short-chain fatty acid, sodium butyrate, and its triacylglyceride form, tributyrin, might alleviate the chronic inflammation that is associated with many individuals with obesity.
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Affiliation(s)
- Hossein Rafiei
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Michelle Yeung
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Sara Kowalski
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Michael Yu Li
- Department of Lymphoid Cancer Research, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V5Z 1L3, Canada
| | - David Harris
- Richmond Metabolic and Bariatric Surgery Program, Richmond Hospital, Vancouver Coastal Health, Richmond, BC, V7C 5L9, Canada
| | - Jacqueline Chang
- Richmond Metabolic and Bariatric Surgery Program, Richmond Hospital, Vancouver Coastal Health, Richmond, BC, V7C 5L9, Canada
| | - Nam Nguyen
- Richmond Metabolic and Bariatric Surgery Program, Richmond Hospital, Vancouver Coastal Health, Richmond, BC, V7C 5L9, Canada
| | - Ekua Yorke
- Richmond Metabolic and Bariatric Surgery Program, Richmond Hospital, Vancouver Coastal Health, Richmond, BC, V7C 5L9, Canada
| | - Sharadh Sampath
- Richmond Metabolic and Bariatric Surgery Program, Richmond Hospital, Vancouver Coastal Health, Richmond, BC, V7C 5L9, Canada
| | - Serena Hollman
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Gerben Duns
- Department of Lymphoid Cancer Research, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Luke O'Brien
- Department of Lymphoid Cancer Research, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Christian Steidl
- Department of Lymphoid Cancer Research, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, V5Z 1L3, Canada
| | - Gerald Krystal
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada
| | - Ingrid Elisia
- Terry Fox Laboratory, BC Cancer Research Institute, Vancouver, BC, V5Z 1L3, Canada.
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Hartmann V, Engelmann SU, Pickl C, Haas M, Kälble S, Goßler C, Eckl C, Hofmann A, Pichler R, Burger M, Mayr R. Impact of sarcopenia and fat distribution on outcomes in penile cancer. Sci Rep 2024; 14:25422. [PMID: 39455610 PMCID: PMC11512017 DOI: 10.1038/s41598-024-73602-6] [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: 06/21/2024] [Accepted: 09/19/2024] [Indexed: 10/28/2024] Open
Abstract
Sarcopenia, defined as age-associated loss of skeletal muscle function and muscle mass, is a negative prognostic marker for survival in several tumor entities. However, data evaluating the impact of sarcopenia and fat distribution on penile cancer are rarely described. We performed a retrospective study including 38 patients who were diagnosed with squamous cell carcinoma of the penis. By measuring skeletal muscle mass and fat distribution at axial abdominal computed tomography images at the third lumbar vertebra several body composition parameters including skeletal muscle index (SMI), psoas muscle index (PMI), visceral obesity and visceral-to-subcutaneous fat ratio were determined. Among 38 patients, 26% (n = 10) of the patients with penile cancer were identified as sarcopenic. SMI, age, lymph node metastases, distant metastases and penile cancer of the shaft were identified as significant risk factors for overall survival. PMI and distant metastases were significantly associated with cancer specific survival. None of the analysed adipose tissue parameters could be identified as risk factors for survival in this study. We showed that sarcopenia occurs in a relevant part of patients with penile cancer and is a significant risk factor for overall survival (p = 0.032) and cancer specific survival (p = 0.034) for patients with penile cancer. Regarding fat distribution further studies are needed to evaluate its impact on sarcopenia and survival.
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Affiliation(s)
- Valerie Hartmann
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Simon Udo Engelmann
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christoph Pickl
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Maximilian Haas
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Sebastian Kälble
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christopher Goßler
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Christoph Eckl
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Aybike Hofmann
- Department of Pediatric Urology, Clinic St. Hedwig, University Medical Center Regensburg, Regensburg, Germany
| | - Renate Pichler
- Department of Urology, Comprehensive Cancer Center, Medical University of Innsbruck, Innsbruck, Austria
| | - Maximilian Burger
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany
| | - Roman Mayr
- Department of Urology, St. Josef Medical Center, University Medical Center Regensburg, Regensburg, Germany.
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Liu Y, He H, Qian K, Huang Y, Ao X, Shi X, Ruan B, Xue R, Fu X, Wang S. Evaluation of Health Associations With Height-Normalised Abdominal Body Composition Indices: A Single-Centre Cross-Sectional Study. J Cachexia Sarcopenia Muscle 2024. [PMID: 39375152 DOI: 10.1002/jcsm.13609] [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] [Received: 11/20/2023] [Revised: 08/03/2024] [Accepted: 09/11/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND Traditional metrics such as body mass index (BMI) and waist circumference (WC) fail to accurately assess the health outcomes associated with abdominal adiposity, because they neglect the intricacies of adipose tissue distribution. Notably, the variability in body composition scaled to height remains underexplored in Chinese demographics. This study introduces height-normalised indices of abdominal adiposity using computed tomography (CT) scans and further assesses their associations with various health outcomes. METHODS In a large, diverse Chinese population (n = 1054 healthy individuals; n = 1159 with dyslipidemia; n = 803 with diabetes; n = 1289 with cardio-cerebrovascular diseases; n = 1108 with cancers; and n = 509 with abnormal bone mas), abdominal CT scans were performed and allometric growth model analyses were used to derive height-normalised indices (body composition/heightβ). Logistic regression models assessed the associations between these indices and health outcomes. RESULTS Distinct scaling powers were observed for visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT) and total abdominal adipose tissue (TAT), as well as for sagittal diameter (SAD), with marked sex differences. Powers for VAT were 1.786 ± 1.270 for males and 1.274 ± 0.692 for females. Powers for SAT were 2.266 ± 0.856 for males and 1.656 ± 0.497 for females. Powers for TAT were 2.141 ± 0.967 for males and 1.438 ± 0.489 for females. Powers for SAD were 0.646 ± 0.217 for males and 0.678 ± 0.141 for females. After controlling for age, BMI and WC, VAT/heightβ, TAT/heightβ and SAD/heightβ retained their significantly positive associations with the odds of health outcomes, whereas SAT/heightβ did not. CONCLUSIONS Our findings endorse the clinical utility of height-normalised indices, particularly VAT/heightβ, TAT/heightβ and SAD/heightβ, in health outcomes assessment. These indices, grounded in robust empirical data, underscore the necessity of a nuanced approach in obesity-related health evaluations, advocating for a departure from conventional methods like BMI.
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Affiliation(s)
- Yupeng Liu
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Hangqian He
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Keyu Qian
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Yufeng Huang
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Xuemei Ao
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Xudong Shi
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Binye Ruan
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Ru Xue
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Xiaoyi Fu
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Shuran Wang
- Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
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Wong BWX, Tan DYZ, Li LJ, Yong EL. Individual and combined effects of muscle strength and visceral adiposity on incident prediabetes and type 2 diabetes in a longitudinal cohort of midlife Asian women. Diabetes Obes Metab 2024. [PMID: 39364654 DOI: 10.1111/dom.15995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 09/20/2024] [Accepted: 09/20/2024] [Indexed: 10/05/2024]
Abstract
AIM To investigate the independent and combined effects of muscle strength and visceral adiposity on prediabetes and type 2 diabetes incidence among midlife women. MATERIALS AND METHODS In this prospective study of midlife women (mean age 56.4 years), visceral adiposity, defined as visceral adipose tissue (VAT) >131 cm2 measured by dual energy X-ray absorptiometry, and poor combined muscle strength, defined as handgrip strength <18 kg and/or five-time repeated chair stand test performance ≥12 s, were determined at baseline between 2014 and 2016. After 6.6 years, the effects of VAT and muscle strength on risk of incident prediabetes (fasting blood glucose 5.6-6.9 mmol/L) and type 2 diabetes (fasting blood glucose levels ≥7 mmol/L, medication use, or physician diagnosis) were examined using modified Poisson regression analysis. RESULTS Among the 733 initially normoglycaemic participants, 150 (20.5%) developed prediabetes or type 2 diabetes. Women with both poor combined muscle strength and high VAT had the highest risk for both prediabetes and type 2 diabetes (adjusted relative risk [aRR] 2.63, 95% confidence interval [CI] 1.81-3.82). In comparison, high VAT alone increased risk by 1.78-fold (95% CI 1.12-2.84). Stratification analyses showed that among women with low muscle strength, high VAT demonstrated increased risks of prediabetes and type 2 diabetes (aRR 2.84, 95% CI 1.95-4.14) compared to those with normal strength (aRR 1.66, 95% CI 1.04-2.65). CONCLUSIONS Low combined muscle strength with high VAT poses a greater risk for the development of prediabetes and type 2 diabetes than high VAT alone. Muscle strengthening should be promoted alongside weight loss in diabetes prevention.
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Affiliation(s)
- Beverly W X Wong
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Darren Y Z Tan
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ling-Jun Li
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Global Centre for Asian Women's Health (GloW), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- NUS Bia-Echo Asia Centre for Reproductive Longevity and Equality (ACRLE), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Eu-Leong Yong
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Li Y, Lu Y, Zhao Y, Lyu Z. Association of Short Sleep Duration and Obstructive Sleep Apnea with Central Obesity: A Retrospective Study Utilizing Anthropometric Measures. Nat Sci Sleep 2024; 16:1545-1556. [PMID: 39372895 PMCID: PMC11456295 DOI: 10.2147/nss.s483984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 09/25/2024] [Indexed: 10/08/2024] Open
Abstract
Background Central obesity, as measured by examination instruments, has been shown to be associated with both OSA and short sleep duration. However, objective measurement tools like CT, MRI, and DXA are expensive, cause radiation exposure, and have limited availability, especially in resource-limited settings. Thus, this study aimed to demonstrate the relevance of Body Mass Index (BMI) and Waist-to-Height Ratio (WHtR) as surrogate indicators of visceral obesity in the assessment of OSA and short sleep duration. We also intend to evaluate whether WHtR, in combination with BMI, can be a suitable surrogate marker for visceral adiposity. Methods We recruited 333 adults with complete polysomnographic (PSG) records retrospectively. Logistic regression helped to assess the association of BMI and WHtR as surrogates for central adiposity with OSA and short sleep duration. Moreover, ROC curve analysis was conducted to evaluate the predictive ability of BMI and WHtR. Results Following the relevant adjustments, logistic regression analysis results showed that the combination of WHtR and BMI acting as central obesity surrogates was significantly associated with OSA and short sleep duration (p<0.05). According to univariate regression analysis, sleep latency and wake after sleep onset were independent predictors of the risk of central obesity in patients with short sleep duration and OSA. Additionally, ROC curve analysis demonstrated that the combination of BMI and WHtR provided a better assessment of central adiposity in patients with OSA and short sleep duration, compared to each measure alone. Conclusion BMI and WHtR are significantly associated with OSA and short sleep duration, and might serve as a potential surrogate marker for central obesity. Sleep latency and wake after sleep onset can independently predict the risk of central obesity in patients with short sleep time and OSA. Thus, larger prospective studies are needed to verify our findings.
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Affiliation(s)
- Yi Li
- Department of Senior Cadres Ward, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People’s Republic of China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, People’s Republic of China
- Department of General Medicine, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, People’s Republic of China
| | - Yixuan Lu
- Department of Senior Cadres Ward, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People’s Republic of China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, People’s Republic of China
| | - Youdan Zhao
- Department of Senior Cadres Ward, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People’s Republic of China
| | - Zhi Lyu
- Department of Senior Cadres Ward, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, People’s Republic of China
- The School of Clinical Medicine, Fujian Medical University, Fuzhou, People’s Republic of China
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7
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Tian Y, Huang Q, Ren YT, Jiang X, Jiang B. Visceral adipose tissue predicts severity and prognosis of acute pancreatitis in obese patients. Hepatobiliary Pancreat Dis Int 2024; 23:458-462. [PMID: 37648552 DOI: 10.1016/j.hbpd.2023.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 08/21/2023] [Indexed: 09/01/2023]
Abstract
Acute pancreatitis is a common systemic inflammatory disease, manifested by a spectrum of severity, ranging from mild in the majority of patients to severe acute pancreatitis. Patients with severe acute pancreatitis suffer from severe local and systemic complications and organ failure, leading to a poor prognosis. The early recognition of the severe condition is important to improve prognosis. Obesity has risen in tandem with an increase in the severity of acute pancreatitis in recent years. Studies have revealed that adipose tissue, particularly visceral adipose tissue is associated with the prognosis of acute pancreatitis. This review discussed the role of visceral adipose tissue in obese patients with acute pancreatitis and explored the possible mechanism involved.
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Affiliation(s)
- Yuan Tian
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Qing Huang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Yu-Tang Ren
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Xuan Jiang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China
| | - Bo Jiang
- Department of Gastroenterology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing 102218, China.
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Winder C, Clark M, Frood R, Smith L, Bulpitt A, Cook G, Scarsbrook A. Automated extraction of body composition metrics from abdominal CT or MR imaging: A scoping review. Eur J Radiol 2024; 181:111764. [PMID: 39368243 DOI: 10.1016/j.ejrad.2024.111764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 09/13/2024] [Accepted: 09/25/2024] [Indexed: 10/07/2024]
Abstract
PURPOSE To review methodological approaches for automated segmentation of subcutaneous adipose tissue, visceral adipose tissue, and skeletal muscle from abdominal cross-sectional imaging for body composition analysis. METHOD Four databases were searched for publications describing automated segmentation of subcutaneous adipose tissue, visceral adipose tissue, and/or skeletal muscle from abdominal CT or MR imaging between 2019 and 2023. Included reports were evaluated to assess how imaging modality, cohort size, vertebral level, model dimensionality, and use of a volume or single slice affected segmentation accuracy and/or clinical utility. Exclusion criteria included reports not in English language, manual or semi-automated segmentation methods, reports prior to 2019 or solely of paediatric patients, and those not describing the use of abdominal CT or MR. RESULTS After exclusions, 172 reports were included in the review. CT imaging was utilised approximately four times as often as MRI, and segmentation accuracy did not significantly differ between the two modalities. Cohort size had no significant effect on segmentation accuracy. There was little evidence to refute the current practice of extracting body composition metrics from the third lumbar vertebral level. There was no clear benefit of using a 3D model to perform segmentation over a 2D approach. CONCLUSION Automated segmentation of intra-abdominal soft tissues for body composition analysis is an intense area of research activity. Segmentation accuracy is not affected by cross-sectional imaging modality. Extracting metrics from a single slice at the third lumbar vertebral level is a common approach, however, extracting metrics from a volumetric slab surrounding this level may increase the resilience of the technique, which is important for clinical translation. A paucity of publicly available datasets led to most reports using different data sources, preventing direct comparison of segmentation techniques. Future efforts should prioritise creating a standardised dataset to facilitate benchmarking of different algorithms and subsequent clinical adoption.
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Affiliation(s)
- Christopher Winder
- UKRI CDT in AI for Medical Diagnosis and Care, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK; School of Computing, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK.
| | - Matthew Clark
- Department of Radiology, St.James University Hospital, Beckett St, Harehills, LS9 7TF, Leeds, UK.
| | - Russell Frood
- Department of Radiology, St.James University Hospital, Beckett St, Harehills, LS9 7TF, Leeds, UK; CRUK Clinical Trials Unit, Leeds Institute of Clinical Trial Research, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK.
| | - Lesley Smith
- CRUK Clinical Trials Unit, Leeds Institute of Clinical Trial Research, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK.
| | - Andrew Bulpitt
- School of Computing, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK.
| | - Gordon Cook
- CRUK Clinical Trials Unit, Leeds Institute of Clinical Trial Research, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK; Leeds Cancer Centre, St. James University Hospital, Beckett St, Harehills, LS9 7TF, Leeds, UK.
| | - Andrew Scarsbrook
- Department of Radiology, St.James University Hospital, Beckett St, Harehills, LS9 7TF, Leeds, UK; Leeds Cancer Centre, St. James University Hospital, Beckett St, Harehills, LS9 7TF, Leeds, UK; Leeds Institute of Medical Research, University of Leeds, Woodhouse, LS2 9JT, Leeds, UK.
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9
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Lee S, Cho YK, Kim H, Choi C, Kim S, Lee YH. miR-10a regulates cell death and inflammation in adipose tissue of male mice with diet-induced obesity. Mol Metab 2024; 90:102039. [PMID: 39342992 PMCID: PMC11513492 DOI: 10.1016/j.molmet.2024.102039] [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] [Received: 08/26/2024] [Accepted: 09/24/2024] [Indexed: 10/01/2024] Open
Abstract
OBJECTIVE Adipose tissue remodeling plays a critical role in obesity-induced metabolic dysfunction, but the underlying molecular mechanisms remain incompletely understood. This study investigates the role of miR-10a-5p in adipose tissue inflammation and metabolic dysfunction induced by a high-fat diet (HFD). METHODS Male miR-10a knockout (KO) mice were fed a HFD to induce obesity for up to 16 weeks. RNA sequencing (RNA-seq) analysis was performed to profile mRNA expression and assess the effects of miR-10a-5p KO in gonadal white adipose tissue (gWAT). Additional analyses included immunoblotting, qPCR, histological examination, and validation of the miR-10a-5p target sequence using a dual-luciferase reporter assay. RESULTS miR-10a-5p was highly expressed in gWAT but decreased after 8 weeks of HFD feeding. Over the 16-week HFD period, miR-10a KO mice exhibited greater weight gain and reduced energy expenditure compared to wild-type (WT) controls. gWAT of miR-10a KO mice on a HFD showed an increased population of proinflammatory macrophages, elevated inflammation, and increased cell death, characterized by upregulated apoptosis and necrosis markers. This was also associated with increased triglyceride accumulation in liver. Mechanistically, the proapoptotic gene Bcl2l11 was identified as a direct target of miR-10a-5p. Loss of miR-10a-5p led to BIM-mediated adipocyte death and inflammation, contributing to mitochondrial metabolic dysregulation, increased fibrosis marker expression, and the onset of inflammation in adipose tissue. CONCLUSIONS This study demonstrates the significant role of miR-10a-5p and its downstream target BIM in regulating adipocyte death during diet-induced obesity. This signaling pathway presents a potential therapeutic target for modulating obesity-induced inflammation and cell death in adipose tissue.
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Affiliation(s)
- Sumin Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Yoon Keun Cho
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Heeseong Kim
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Cheoljun Choi
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Sangseob Kim
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Yun-Hee Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea.
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10
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Jin X, Jin X, Guan W, Tang M. Dietary Calcium-to-Phosphorous Ratio, Metabolic Risk Factors and Lipid Accumulation Product, Skeletal Muscle Mass, and Visceral Fat Area Among Healthy Young Individuals. Int J Sport Nutr Exerc Metab 2024:1-8. [PMID: 39326862 DOI: 10.1123/ijsnem.2024-0062] [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: 03/29/2024] [Revised: 07/26/2024] [Accepted: 07/27/2024] [Indexed: 09/28/2024]
Abstract
BACKGROUND Numerous studies have revealed the role of low dietary calcium-to-phosphorous ratio and low bone health. However, its possible role in visceral adiposity, skeletal muscle mass (SMM), and metabolic parameters has not been investigated before. Therefore, the aim of the current cross-sectional study was to evaluate the relation between dietary calcium-to-phosphorous ratio, metabolic risk factors, SMM, and visceral fat area (VFA) among physically active young individuals. METHODS In the current study, the sample was composed of 391 healthy young individuals (e.g., 205 men and 186 women), aged between 20 and 35 years old, who were engaged in moderate physical activity for at least 4 hr per week and were recruited thorough cluster sampling from seven sport clubs. Anthropometric measurements were performed, and VFA and SMM index (SMI) were calculated. Biochemical assays were also performed by standard kits. Data were analyzed by one-way analysis of variance, analysis of co-variance, and multinomial logistic regression analysis using SPSS software. RESULTS Those in the fourth quartile of dietary calcium-to-phosphorous ratio were more likely to have lower VFA (odds ratio [OR] = 0.98; 95% confidence interval [CI] [0.97, 0.99]; p = .023) and a nonsignificantly higher SMI (OR = 1.15; 95% CI [0.99, 1.34]; p = .058) after adjustment for the effects of confounders (e.g., age, gender, body mass index, physical activity level, dietary energy intake). Also, being in the third quartile of dietary calcium-to-phosphorous ratio made the subjects more susceptible to have lower insulin concentration (OR = 0.99; 95% CI [0.88, 0.93]; p = .026) in the adjusted model. CONCLUSION The findings of the current study revealed that a higher dietary calcium-to-phosphorous ratio in the habitual diet was negatively associated with visceral adiposity and insulin concentrations and higher SMM among physically active young individuals. Further interventional studies are required to confer causality that was not inferable in the current study because of cross-sectional design.
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Affiliation(s)
| | | | - Wen Guan
- National University of Korea, Seoul, Korea
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11
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Lysaght J, Conroy MJ. The multifactorial effect of obesity on the effectiveness and outcomes of cancer therapies. Nat Rev Endocrinol 2024:10.1038/s41574-024-01032-5. [PMID: 39313571 DOI: 10.1038/s41574-024-01032-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/19/2024] [Indexed: 09/25/2024]
Abstract
Epidemiology studies have demonstrated a clear association between obesity and the development of several distinct malignancies, with excessive visceral adiposity being an increasingly prevalent feature in patients with cancer presenting for therapeutic intervention. Clinical trials and meta-analyses have helped to inform effective and safe dosing of traditional systemically administered anticancer agents in adult patients with cancer and obesity, but there remains much debate not only regarding the effect of obesity on the more novel targeted molecular and immune-based therapies, but also about how obesity is best defined and measured clinically. Low muscle mass is associated with poor outcomes in cancer, and body composition studies using biochemical and imaging modalities are helping to fully delineate the importance of both obesity and sarcopenia in clinical outcomes; such studies might also go some way to explaining how obesity can paradoxically be associated with favourable clinical outcomes in certain cancers. As the cancer survivorship period increases and the duration of anticancer treatment lengthens, this Review highlights the challenges facing appropriate treatment selection and emphasizes how a multidisciplinary approach is warranted to manage weight and skeletal muscle loss during and after cancer treatment.
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Affiliation(s)
- Joanne Lysaght
- Cancer Immunology and Immunotherapy Group, Department of Surgery, School of Medicine, Trinity Translational Medicine Institute and Trinity St. James's Cancer Institute, Trinity College Dublin, St James's Hospital, Dublin, Ireland.
| | - Melissa J Conroy
- Cancer Immunology Research Group, Department of Anatomy, School of Medicine, Trinity Biomedical Sciences Institute and Trinity St. James's Cancer Institute, Trinity College Dublin, Dublin, Ireland
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12
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Damjanov D, Ičin T, Savić Ž, Janjić N, Nikolić S, Bošnjak OL, Krnetić Ž, Vračarić V, Dejanović B, Kovačević N. Visceral Fat Thickness, Serum Adiponectin, and Metabolic Syndrome in Patients with Colorectal Adenomas. J Pers Med 2024; 14:1008. [PMID: 39338262 PMCID: PMC11433621 DOI: 10.3390/jpm14091008] [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: 08/14/2024] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND/OBJECTIVES Most cases of colorectal cancer (CRC) arise from adenomatous polyps. Identifying risk factors for colorectal adenoma (CRA) is critical for CRC prevention. Emerging evidence suggests a link between metabolic syndrome (MetS) and an elevated risk of CRA and CRC, potentially mediated by visceral obesity and adiponectin (APN). We aimed to evaluate the association between different markers of visceral obesity, serum APN, MetS, and the presence of CRA. METHODS A cross-sectional study was conducted at the University Clinical Center of Vojvodina, involving 120 patients, aged 40-75 years, who underwent colonoscopy between January 2022 and January 2023. Sixty patients with CRA were compared to 60 controls with normal colonoscopy findings. Visceral fat thickness (VFT) was measured using ultrasound (US), and bioelectrical impedance analysis (BIA) was used to assess visceral fat area (VFA). Serum APN levels, anthropometric measures, and MetS components were also evaluated. RESULTS Patients with CRA had significantly higher VFT measured by US (p < 0.05), but no significant differences were found in VFA measured by BIA, waist circumference (WC), or waist-to-hip ratio (WHR). MetS was significantly more prevalent in the CRA group (55% vs. 31.6%, p < 0.05), and logistic regression confirmed MetS as a significant predictor of CRA presence (OR = 2.6). Serum APN levels were inversely correlated with visceral fat measurements and MetS (p < 0.01), but no significant difference in APN levels was observed between patients with and without CRA. CONCLUSIONS This study highlights the importance of VFT measured by US and the presence of MetS as significant factors associated with CRA.
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Affiliation(s)
- Dimitrije Damjanov
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Tijana Ičin
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Željka Savić
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Nebojša Janjić
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Stanislava Nikolić
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Center for Laboratory Medicine, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Olgica Latinović Bošnjak
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Žarko Krnetić
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Vladimir Vračarić
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Božidar Dejanović
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Gastroenterology and Hepatology, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
| | - Nadica Kovačević
- Faculty of Medicine, University of Novi Sad, 21137 Novi Sad, Serbia
- Clinic for Infectious Diseases, University Clinical Center of Vojvodina, 21137 Novi Sad, Serbia
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13
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Liu X, Zhang Y, Li Y, Sang Y, Chai Y, Zhang L, Zhang H. Systemic immunity-inflammation index is associated with body fat distribution among U.S. adults: evidence from national health and nutrition examination survey 2011-2018. BMC Endocr Disord 2024; 24:189. [PMID: 39294646 PMCID: PMC11409527 DOI: 10.1186/s12902-024-01725-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 09/05/2024] [Indexed: 09/21/2024] Open
Abstract
OBJECTIVE The systemic immunity-inflammation index (SII) is a newly developed biomarker that provides an integrated measure of inflammation in the body. We aim to evaluate the relationship between SII and body fat distribution. METHODS Adults from the National Health and Nutrition Examination Survey (NHANES) 2011-2018 were included. The SII was computed using lymphocyte (LC), neutrophil (NC), and platelet (PC) counts as its components. Body fat distribution was assessed by (total, android, gynoid) percentage fat, total abdominal fat area, subcutaneous adipose tissue area, visceral adipose tissue area, and the ratio of visceral to subcutaneous adipose tissue area (V/S ratio). Multivariable weighted linear regression and subgroup analysis were use to examine the relationships between fat distribution and SII. Restricted cubic splines (RCS) and threshold effect analysis were used to examine analyze nonlinear associations. RESULTS After exclusions, a total of 11,192 adults with a weighted mean age of 38.46 ± 0.26 years were studied. In multivariable weighted linear regression, each level increase in log2SII was associated with increased of 0.23 SDs total percentage fat (95% CI = 0.03, 0.43) and 0.26 SDs android percentage fat (95% CI = 0.06, 0.47). Besides, the subgroup analysis showed that the positive association between SII and android percentage fat was mainly among obese individuals (BMI > 30 kg/m2) and non-obese individuals without DM or hypertension. Meanwhile, the relationship between SII and the V/S ratio was found to be significant in the female subgroup, the obese subgroup, individuals with non-alcoholic fatty liver disease (NAFLD), and those without diabetes mellitus. Finally, SII exhibited an inverted U-shaped relationship with total percentage fat, android percent fat and total abdominal fat. Accordingly, threshold effect analysis indicated a positive association between lower SII levels and total percentage fat, android percentage fat and total abdominal fat area. CONCLUSIONS In the nationwide study, it was observed that the SII exhibited a significant correlation with higher levels of body fat, specifically android fat. This association was particularly noticeable within specific subgroups of the population.
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Affiliation(s)
- Xue Liu
- Department of Endocrinology, Shandong Provincial Hospital, Shandong University, No. 324, Five-Jing Road, Jinan, Shandong Province, China
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China
| | - Yuhao Zhang
- Department of Urology, Linyi Central Hospital, Linyi, 276400, Shandong, China
| | - Yuchen Li
- Department of Endocrinology, Shandong Provincial Hospital, Shandong University, No. 324, Five-Jing Road, Jinan, Shandong Province, China
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China
| | - Yaodong Sang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yuwei Chai
- Department of Endocrinology, Shandong Provincial Hospital, Shandong University, No. 324, Five-Jing Road, Jinan, Shandong Province, China
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China
| | - Li Zhang
- Department of Vascular Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China
| | - Haiqing Zhang
- Department of Endocrinology, Shandong Provincial Hospital, Shandong University, No. 324, Five-Jing Road, Jinan, Shandong Province, China.
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
- Shandong Clinical Medical Center of Endocrinology and Metabolism, Jinan, 250021, China.
- Institute of Endocrinology and Metabolism, Shandong Academy of Clinical Medicine, Jinan, 250021, China.
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14
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Kifle ZD, Tian J, Aitken D, Melton PE, Cicuttini F, Jones G, Pan F. MRI-derived abdominal adipose tissue is associated with multisite and widespread chronic pain. Reg Anesth Pain Med 2024:rapm-2024-105535. [PMID: 39256036 DOI: 10.1136/rapm-2024-105535] [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: 04/04/2024] [Accepted: 07/15/2024] [Indexed: 09/12/2024]
Abstract
INTRODUCTION Musculoskeletal pain typically occurs in multiple sites; however, no study has examined whether excessive visceral and subcutaneous adipose tissue are associated with musculoskeletal pain. This study therefore aimed to describe the associations between MRI-derived abdominal adipose tissue and multisite and widespread chronic musculoskeletal pain. METHODS Data from the UK Biobank, a large prospective, population-based cohort study, were used. Abdominal MRI scans were performed at two imaging visits to quantify visceral adipose tissue and subcutaneous adipose tissue. Pain in the neck/shoulder, back, hip, knee or 'all over the body' was assessed at the corresponding visits. Mixed-effects ordinal/multinomial/logistic regression models were used for the analyses. RESULTS A total of 32 409 participants were included (50.8% women, mean age 55.0±7.4 years). In multivariable analyses, there was a dose-response association of visceral adipose tissue, subcutaneous adipose tissue and their ratio with the number of chronic pain sites in both women (visceral adipose tissue: OR 2.04 per SD (95% CI 1.85 to 2.26); subcutaneous adipose tissue: OR 1.60 (95% CI 1.50 to 1.70); and their ratio: OR 1.60 (95% CI 1.37 to 1.87)) and men (visceral adipose tissue: OR 1.34 (95% CI 1.26 to 1.42); subcutaneous adipose tissue: OR 1.39 (95% CI 1.29 to 1.49); and their ratio: OR 1.13 (95% CI 1.07 to 1.20)). Higher levels of adipose tissue were also associated with greater odds of reporting chronic pain in both sexes. The effect estimates of these adipose measures were relatively larger in women than in men. CONCLUSION Abdominal adipose tissue was associated with chronic musculoskeletal pain, suggesting that excessive and ectopic fat depositions may be involved in the pathogenesis of multisite and widespread chronic musculoskeletal pain. The identified stronger effects in women than men may reflect sex differences in fat distribution and hormones.
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Affiliation(s)
- Zemene Demelash Kifle
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
| | - Jing Tian
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
| | - Dawn Aitken
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
| | - Phillip E Melton
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
- School of Global and Population Health, The University of Western Australia, Perth, Western Australia, Australia
| | - Flavia Cicuttini
- Monash University School of Public Health and Preventive Medicine, Melbourne, Victoria, Australia
| | - Graeme Jones
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
| | - Feng Pan
- University of Tasmania Menzies Institute for Medical Research, Hobart, Tasmania, Australia
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15
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Abaza H, Taqash A, Shattal MA, Abuhijla F, Abdel-Khaleq H, Awadallah O, Al-Jafari K, Al-Jafari Z, Al-Omari A. Association between muscle mass and overall survival among colorectal cancer patients at tertiary cancer center in the Middle East. Sci Rep 2024; 14:20836. [PMID: 39242580 PMCID: PMC11379960 DOI: 10.1038/s41598-024-68503-7] [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: 06/04/2024] [Accepted: 07/24/2024] [Indexed: 09/09/2024] Open
Abstract
Recent reports have shown that pre-treatment low muscle mass may lead to poorer outcomes for cancer patients. We explored the correlation between Visceral Adipose Tissue (VAT), Subcutaneous Adipose Tissue (SAT), and Muscle Mass (MM) as measured by CT scans, and overall survival (OS) following diagnosis of colorectal cancer (CRC). We conducted a retrospective review of medical records and CT scans of patients diagnosed with CRC between 2007 and 2018. Demographics, pathology, and clinical parameters were collected. Using Image-J software, we measured VAT, SAT, and MM. Survival rates were analyzed using Kaplan-Meier curves, and prognostic factors were assessed using multivariate Cox regression. Analysis included 408 patients with a mean age of 56.9 years and a median follow-up of 93.3 months. Colon and rectum/rectosigmoid colon cancers were equally distributed. The 5-year OS rate was 67.8%. There was no significant difference in OS rates based on SAT or VAT. However, higher MM was associated with a improved 5-year OS rate. Factors such as age, stage, grade, and surgery were also associated to OS rates. These findings suggest that higher muscle mass may lead to better outcomes for CRC patients, highlighting the potential impact of exercise and nutritional interventions on patient outcomes.
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Affiliation(s)
- Haneen Abaza
- Office of Scientific Affairs and Research, King Hussein Cancer Center, 202 Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Ayat Taqash
- Office of Scientific Affairs and Research, King Hussein Cancer Center, 202 Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | | | - Fawzi Abuhijla
- Department of Radiation Oncology, King Hussein Cancer Center, Amman, Jordan
| | - Hadeel Abdel-Khaleq
- Office of Scientific Affairs and Research, King Hussein Cancer Center, 202 Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | | | | | | | - Amal Al-Omari
- Office of Scientific Affairs and Research, King Hussein Cancer Center, 202 Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan.
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Moran C, Herson J, Than S, Collyer T, Beare R, Syed S, Srikanth V. Interactions between age, sex and visceral adipose tissue on brain ageing. Diabetes Obes Metab 2024; 26:3821-3829. [PMID: 38899555 PMCID: PMC11300145 DOI: 10.1111/dom.15727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 06/03/2024] [Accepted: 06/04/2024] [Indexed: 06/21/2024]
Abstract
AIM To examine the associations between visceral adipose tissue (VAT) and brain structural measures at midlife and explore how these associations may be affected by age, sex and cardiometabolic factors. METHODS We used abdominal and brain magnetic resonance imaging data from a population-based cohort of people at midlife in the UK Biobank. Regression modelling was applied to study associations of VAT volume with total brain volume (TBV), grey matter volume (GMV), white matter volume, white matter hyperintensity volume (WMHV) and total hippocampal volume (THV), and whether these associations were altered by age, sex or cardiometabolic factors. RESULTS Complete data were available for 17 377 participants (mean age 63 years, standard deviation = 12, 53% female). Greater VAT was associated with lower TBV, GMV and THV (P < .001). We found an interaction between VAT and sex on TBV (P < .001), such that the negative association of VAT with TBV was greater in men (β = -2.89, 95% confidence interval [CI] -2.32 to -10.15) than in women (β = -1.32, 95% CI -0.49 to -3.14), with similar findings for GMV. We also found an interaction between VAT and age (but not sex) on WMHV (P < .001). The addition of other cardiometabolic factors or measures of physical activity resulted in little change to the models. CONCLUSIONS VAT volume is associated with poorer brain health in midlife and this relationship is greatest in men and those at younger ages.
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Affiliation(s)
- Chris Moran
- Peninsula Clinical School, Central Clinical School, Monash University, PO Box 52, Frankston VIC 3199, Australia
- Department of Geriatric Medicine, Peninsula Health, 24 Separation Street Mornington VIC 3931, Australia
- National Centre for Healthy Ageing, PO Box 52, Frankston VIC 3199, Australia
- School of Public Health and Preventive Medicine, Monash University, 553 St Kilda Road, Melbourne 3004, Victoria, Australia
- Department of Home, Acute and Community, Alfred Health, 260 Kooyong Rd, Caulfield VIC 3162, Australia
| | - Jarin Herson
- Department of Geriatric Medicine, Peninsula Health, 24 Separation Street Mornington VIC 3931, Australia
| | - Stephanie Than
- Peninsula Clinical School, Central Clinical School, Monash University, PO Box 52, Frankston VIC 3199, Australia
- Department of Geriatric Medicine, Peninsula Health, 24 Separation Street Mornington VIC 3931, Australia
- National Centre for Healthy Ageing, PO Box 52, Frankston VIC 3199, Australia
- Department of Geriatric Medicine, Western Health, 160 Gordon Street, Footscray 3011, Australia
| | - Taya Collyer
- Peninsula Clinical School, Central Clinical School, Monash University, PO Box 52, Frankston VIC 3199, Australia
- National Centre for Healthy Ageing, PO Box 52, Frankston VIC 3199, Australia
| | - Richard Beare
- Peninsula Clinical School, Central Clinical School, Monash University, PO Box 52, Frankston VIC 3199, Australia
- National Centre for Healthy Ageing, PO Box 52, Frankston VIC 3199, Australia
- Developmental Imaging, Murdoch Children’s Research Institute, Melbourne, 50 Flemington Rd, Parkville VIC 3052, Australia
| | - Sarah Syed
- Department of Home, Acute and Community, Alfred Health, 260 Kooyong Rd, Caulfield VIC 3162, Australia
| | - Velandai Srikanth
- Peninsula Clinical School, Central Clinical School, Monash University, PO Box 52, Frankston VIC 3199, Australia
- Department of Geriatric Medicine, Peninsula Health, 24 Separation Street Mornington VIC 3931, Australia
- National Centre for Healthy Ageing, PO Box 52, Frankston VIC 3199, Australia
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Celik AI, Bezgin T, Kodal B, Oner E, Tanalp AC, Cagdas M. The role of pericoronary fat thickness in prediction of long-term outcomes after percutaneous coronary intervention for chronic total occlusions. ADVANCES IN INTERVENTIONAL CARDIOLOGY 2024; 20:285-293. [PMID: 39464598 PMCID: PMC11506398 DOI: 10.5114/aic.2024.142232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 06/26/2024] [Indexed: 10/29/2024] Open
Abstract
Introduction Pericoronary fat thickness (PFT) is a well-established marker crucial for evaluating the extent and severity of coronary artery disease (CAD). While its role in CAD is widely acknowledged, a considerable gap exists in understanding the prognostic implications of PFT after percutaneous coronary intervention (PCI), specifically for coronary chronic total occlusions (CTO). Aim This study investigated the relationship between PFT and prognostic outcomes in patients undergoing PCI for CTO. Material and methods A retrospective study analyzed data from 415 patients who had undergone coronary computed tomography angiography (CCTA) and coronary angiography (CAG). PFT measurements were taken, and patients were categorized into normal, PCI (non-CTO), and CTO-PCI groups. Prognostic implications within the CTO-PCI group were evaluated based on survival status. Results PFT measurements varied significantly among groups. The CTO-PCI group had a 13.9% mortality rate over a median follow-up of 16.6 ±10.3 months. Higher average PFT values were found in the non-survival group (p = 0.013). ROC curve analysis identified an average PFT cut-off value of 13.6 mm (AUC = 0.682, p = 0.011). Cox regression analysis linked mortality with LVEF (HR = 0.938, p = 0.001), albumin (HR = 0.189, p = 0.006), and average PFT (HR = 1.252, p = 0.040). Elevated average PFT was associated with higher mortality (p = 0.001). Conclusions PFT is a significant inflammatory marker and a promising prognostic indicator following PCI for CTO. Integrating PFT into risk prediction models may enhance prognostic accuracy and aid in timely clinical interventions.
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Affiliation(s)
- Aziz Inan Celik
- Department of Cardiology, Gebze Fatih State Hospital, Kocaeli, Turkey
| | - Tahir Bezgin
- Department of Cardiology, Gebze Fatih State Hospital, Kocaeli, Turkey
| | - Burcu Kodal
- Department of Cardiology, Gebze Fatih State Hospital, Kocaeli, Turkey
| | - Emre Oner
- Department of Emergency Medicine, York and Scarborough Teaching Hospitals NHS Foundation Trust, York, UK
| | - Ali Cevat Tanalp
- Department of Cardiology, Gebze Medicalpark Hospital, Kocaeli, Turkey
| | - Metin Cagdas
- Department of Cardiology, Kocaeli City Hospital, Kocaeli, Turkey
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18
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Rathor R, Suryakumar G. Myokines: A central point in managing redox homeostasis and quality of life. Biofactors 2024; 50:885-909. [PMID: 38572958 DOI: 10.1002/biof.2054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 03/15/2024] [Indexed: 04/05/2024]
Abstract
Redox homeostasis is a crucial phenomenon that is obligatory for maintaining the healthy status of cells. However, the loss of redox homeostasis may lead to numerous diseases that ultimately result in a compromised quality of life. Skeletal muscle is an endocrine organ that secretes hundreds of myokines. Myokines are peptides and cytokines produced and released by muscle fibers. Skeletal muscle secreted myokines act as a robust modulator for regulating cellular metabolism and redox homeostasis which play a prime role in managing and improving metabolic function in multiple organs. Further, the secretory myokines maintain redox homeostasis not only in muscles but also in other organs of the body via stabilizing oxidants and antioxidant levels. Myokines are also engaged in maintaining mitochondrial dynamics as mitochondria is a central point for the generation of reactive oxygen species (ROS). Ergo, myokines also act as a central player in communicating signals to other organs, including the pancreas, gut, liver, bone, adipose tissue, brain, and skin via their autocrine, paracrine, or endocrine effects. The present review provides a comprehensive overview of skeletal muscle-secreted myokines in managing redox homeostasis and quality of life. Additionally, probable strategies will be discussed that provide a solution for a better quality of life.
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Affiliation(s)
- Richa Rathor
- Defence Institute of Physiology & Allied Sciences (DIPAS), Defence Research and Development Organization (DRDO), Ministry of Defence, Delhi, India
| | - Geetha Suryakumar
- Defence Institute of Physiology & Allied Sciences (DIPAS), Defence Research and Development Organization (DRDO), Ministry of Defence, Delhi, India
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Sam A, Kaja Mohideen AB, Syed Buhari MA, Ramakrishnan KK, Haritha P S. Dual-Energy Computed Tomography-Guided Assessment of Visceral Adiposity and Its Correlation With Lipid Function Test: A Retrospective Study. Cureus 2024; 16:e69618. [PMID: 39429350 PMCID: PMC11486857 DOI: 10.7759/cureus.69618] [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: 08/14/2024] [Accepted: 09/17/2024] [Indexed: 10/22/2024] Open
Abstract
Introduction Obesity, a prevalent global health concern, is associated with various chronic conditions, including cardiovascular diseases and metabolic syndrome. Visceral adiposity, the accumulation of fat around internal organs, has a more significant impact on metabolic health compared to subcutaneous fat. Accurate assessment of visceral fat is critical for predicting metabolic risks. Dual-Energy Computed Tomography (DECT) is emerging as an effective tool for quantifying visceral adiposity, allowing for enhanced tissue differentiation. This study aims to assess visceral adiposity using DECT and explore its correlation with lipid function tests, including cholesterol and triglyceride levels, in a cohort of patients. Materials and methods This retrospective observational study was conducted in the Department of Radiology at Saveetha Medical College and Hospital, Chennai. Data from 100 patients aged 25 to 75 years with a BMI of 25 kg/m² or higher, were analyzed. DECT scans were performed using a Siemens SOMATOM go.Top 128-slice CT scanner (Siemens, Munich) to quantify visceral fat, particularly mesenteric fat. Lipid function tests were conducted to measure total cholesterol, LDL cholesterol, HDL cholesterol, and triglycerides. Pearson's correlation coefficient was used to analyze the relationship between visceral fat volume and lipid profile components. Results The study found significant correlations between visceral adiposity and lipid profile components. Total Visceral Fat Area (VFA) volume positively correlated with total cholesterol (r = 0.65, p < 0.01), LDL cholesterol (r = 0.58, p < 0.01), and triglycerides (r = 0.52, p < 0.05). An inverse relationship was observed between VFA volume and HDL cholesterol (r = -0.48, p < 0.05). Regression analysis confirmed that VFA volume is an independent predictor of these lipid levels after adjusting for age, gender, and BMI. The study also reported the prevalence of hepatomegaly in 11 (36.6%) cases and fatty liver in nine (30%) cases in the study population, underscoring the metabolic implications of visceral fat accumulation. Conclusion This study highlights the significant role of visceral adiposity in influencing lipid metabolism and associated cardiovascular risks. DECT proved to be a precise and reliable tool for assessing visceral fat and its metabolic implications. The findings suggest that increased visceral fat is associated with adverse lipid profiles, contributing to a higher risk of metabolic disorders. These results emphasize the need for incorporating advanced imaging techniques like DECT in clinical practice for better risk stratification and personalized treatment strategies in patients with obesity and related metabolic conditions.
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Affiliation(s)
- Ajina Sam
- Radiodiagnosis, Saveetha Medical College and Hospital, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, IND
| | - Afrin Banu Kaja Mohideen
- Medical Imaging Technology, Saveetha College of Allied Health Sciences, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, IND
| | - Mohamed Asif Syed Buhari
- Medical Imaging Technology, Saveetha College of Allied Health Sciences, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, IND
| | - Karthik Krishna Ramakrishnan
- Radiodiagnosis, Saveetha Medical College and Hospital, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, IND
| | - Shree Haritha P
- Medical Imaging Technology, Saveetha College of Allied Health Sciences, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, IND
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Vitzthum VJ, Thornburg J, McDade TW, Hicks KA, Miller A, Chester EM, Goodlett B, Caceres E, Spielvogel H. C-reactive protein (CRP) in high altitude Bolivian peri-urban adolescents varies by adiposity, current illness, height, socioeconomic status, sex, and menarcheal status: The potential benefits and costs of adipose reserves in arduous environments. Am J Hum Biol 2024; 36:e24107. [PMID: 38828631 DOI: 10.1002/ajhb.24107] [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: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 06/05/2024] Open
Abstract
OBJECTIVES In non-industrialized and low-income populations, adipose stores can serve as a valuable buffer against harsh conditions such as seasonal food scarcity. However, these reserves may incur costs due to adipocytes' production of pro-inflammatory cytokines; inflammation is associated with increased risk for cardiometabolic diseases later in life. Life history theory posits that, especially in populations with high juvenile mortality, higher adiposity may nonetheless be advantageous if its benefits in early life outweigh its later costs. Relatively little is known about adolescents' C-reactive protein concentration (CRP; an inflammation biomarker) in such environments. We investigated CRP and its associations with several hypothesized predictors in adolescents in an economically diverse peri-urban Andean community. METHODS We measured CRP in dried blood spots and collected data on anthropometrics, illnesses, socioeconomic status (SES), and menarcheal status in 59 female and 40 male adolescents ("Alteños", 11.0-14.9 years old) with normal vital signs in El Alto, Bolivia (~4150 m amsl). We used Cole's LMS method to standardize all anthropometrics for sex and age, and principal components analysis to construct a "fat-factor" variable loading on these standardized z-scores. We used multiple linear regression to assess the influence of fat-factor and other likely predictors on CRP rank. RESULTS Compared to a national Bolivian growth reference, Alteños were, on average, shorter and leaner; only 6% were classified as overweight and none were obese. Pre-menarche females were on average leaner than post-menarche females. The best-fitting model explained 24% of the variance in CRP rank. Significant predictors were fat-factor, SES, current illness for males and pre-menarche females, and z-height for females. CONCLUSIONS Our results are consistent with a tradeoff between investments in growth versus immune functioning, as might be expected in an environment with limited resources and high pathogen exposure (e.g., soil-transmitted helminths, poor sanitation). Thinner Alteños appear to maintain a minimum CRP concentration independent of fat-factor, while fatter (or less-thin) Alteños' CRP rises with fat-factor. Female Alteños appear to be trading off investment in immune response for investment in growth and maturation. Alteños' high rate of stunting and absence of obesity suggests chronic, presumably multifactorial, stress. Adipose stores likely buffer against some of these stressors and, in an environment such as this-in which many lack sufficient nutritious foods, potable water, adequate sewage, and health care-may confer a net lifetime benefit.
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Affiliation(s)
- Virginia J Vitzthum
- Department of Anthropology, Indiana University, Bloomington, Indiana, USA
- Department of Medicine, Centre for Menstrual Cycle and Ovulation Research, University of British Columbia, Vancouver, British Columbia, Canada
- BKIS Orchards, Thetis Island, British Columbia, Canada
| | - Jonathan Thornburg
- BKIS Orchards, Thetis Island, British Columbia, Canada
- Center for Spacetime Symmetries, Indiana University, Bloomington, Indiana, USA
| | - Thomas W McDade
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Kathryn A Hicks
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Aaron Miller
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Emily M Chester
- Department of Anthropology, Indiana University, Bloomington, Indiana, USA
| | - Baileigh Goodlett
- Human Biology Program, Indiana University, Bloomington, Indiana, USA
| | | | - Hilde Spielvogel
- Instituto Boliviano de Biología de Altura (IBBA), La Paz, Bolivia
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Lee V, Han Y, Toh DF, Bryant JA, Boubertakh R, Le TT, Chin CWL. Differential association of abdominal, liver, and epicardial adiposity with anthropometry, diabetes, and cardiac remodeling in Asians. Front Endocrinol (Lausanne) 2024; 15:1439691. [PMID: 39257902 PMCID: PMC11385302 DOI: 10.3389/fendo.2024.1439691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 07/29/2024] [Indexed: 09/12/2024] Open
Abstract
Background Heterogenous deposition and homeostasis roles of physiologic and ectopic adipose tissues underscore the impact of fat compartmentalization on cardiometabolic risk. We aimed to characterize the distribution of abdominal visceral adipose tissue (VAT), subcutaneous adipose tissue (SAT), epicardial adipose tissue (EAT), and liver fat on magnetic resonance imaging (MRI), and evaluate their associations with anthropometric indices and adverse cardiac remodeling. Methods In this cross-sectional observational study, 149 Asian adults (57.0 ± 12.8 years; 65% males) with at least one cardiometabolic risk factor underwent multiparametric fat and cardiovascular MRI. Anthropometric indices included body mass index (BMI), waist circumference (WC), waist-hip ratio (WHR), and bioimpedance body fat mass (BFM). Associations between fat depots and anthropometric measures as well as cardiac remodeling features were examined as a single cohort and stratified by type 2 diabetes mellitus (T2DM) status. Results VAT and SAT had opposing associations with liver fat and EAT. Therefore the VAT/SAT ratio was explored as an integrated marker of visceral adiposity. VAT/SAT was positively associated with EAT (β=0.35, P<0.001) and liver fat (β=0.32, P=0.003) independent of confounders. Of the anthropometric measurements assessed, only WHR was independently associated with VAT/SAT (β=0.17, P=0.021). Individuals with T2DM had higher VAT and lower SAT compared to those without T2DM, translating to a significantly higher VAT/SAT ratio. EAT volume was independently associated with adverse features of cardiac remodeling: increased left ventricular (LV) mass (β=0.24, P=0.005), larger myocyte volume (β=0.26, P=0.001), increased myocardial fibrosis (β=0.19, P=0.023), higher concentricity (β=0.18, P=0.035), and elevated wall stress (β=-0.18, P=0.023). Conclusion Multiparametric MRI revealed abdominal VAT and SAT have differential associations with anthropometric indices and ectopic fats in a single cohort of Asians at risk of cardiometabolic disease. People with T2DM have expanded VAT and diminished SAT, endorsing the VAT/SAT ratio beyond usual anthropometric measurements as a marker for multiorgan visceral fat composition. Among the fat depots examined, EAT is uniquely associated with adverse cardiac remodeling, suggesting its distinctive cardiometabolic properties and implications.
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Affiliation(s)
- Vivian Lee
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
| | - Yiying Han
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
| | - Desiree-Faye Toh
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
| | - Jennifer A. Bryant
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
| | - Redha Boubertakh
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
| | - Thu-Thao Le
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
| | - Calvin W. L. Chin
- National Heart Research Institute Singapore (NHRIS), National Heart Centre Singapore, Singapore, Singapore
- Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore
- Cardiovascular Academic Clinical Program (ACP), Duke-National University of Singapore (Duke-NUS) Medical School, Singapore, Singapore
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Lu Y, Zhao YC, Liu K, Bever A, Zhou Z, Wang K, Fang Z, Polychronidis G, Liu Y, Tao L, Dickerman BA, Giovannucci EL, Song M. A Validated Estimate of Visceral Adipose Tissue Volume in Relation to Cancer Risk. J Natl Cancer Inst 2024:djae193. [PMID: 39150790 DOI: 10.1093/jnci/djae193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 07/17/2024] [Accepted: 08/12/2024] [Indexed: 08/18/2024] Open
Abstract
BACKGROUND Despite the recognized role of visceral adipose tissue (VAT) in carcinogenesis, its independent association with cancer risk beyond traditional obesity measures remains unknown due to limited availability of imaging data. METHODS We developed an estimation equation for VAT volume (L) using Elastic Net Regression based on demographic and anthropometric data in a subcohort of participants in the UK Biobank (UKB; N = 23,148) with abdominal MRI scans. This equation was externally validated in 2,713 participants from the 2017-2018 National Health and Nutrition Examination Survey (NHANES) according to sex, age, and race groups. We then applied the equation to the overall UKB cohort of 461,665 participants to evaluate the prospective association between estimated VAT (eVAT) and cancer risk using Cox proportional hazards models. We also calculated the population attributable risk (PAR) of cancer associated with eVAT and BMI. RESULTS eVAT showed a high correlation with measured VAT in internal and external validations (r = 0.81-0.86). During a median 12-year follow-up in the UKB, we documented 37,397 incident cancer cases; eVAT was significantly associated with elevated risk of obesity-related and individual cancers, independent of BMI and waist circumference. PAR for total cancer associated with high (quartiles 2-4 vs 1) eVAT (9.0-11.6%) was higher than high BMI (Q2-4 vs 1; 5.0-8.2%). CONCLUSIONS eVAT showed robust performance in both UKB and NHANES and was associated with cancer risk independent of BMI and waist circumference. This study provides a potential clinical tool for VAT estimation and underscores that VAT can be an important target for cancer prevention.
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Affiliation(s)
- Yujia Lu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Yu Chen Zhao
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Kuangyu Liu
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Alaina Bever
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, 02115, MA, USA
| | - Ziyi Zhou
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- School of Health and Wellbeing, University of Glasgow, Glasgow, G12 8TB, UK
| | - Kai Wang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Zhe Fang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Georgios Polychronidis
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Yuchen Liu
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Liyuan Tao
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, 100191, China
| | - Barbra A Dickerman
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
| | - Mingyang Song
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, 02115, MA, USA
- Division of Gastroenterology, Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Harvard Medical School, Boston, 02115, MA, USA
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Okumuş EB, Böke ÖB, Turhan SŞ, Doğan A. From development to future prospects: The adipose tissue & adipose tissue organoids. Life Sci 2024; 351:122758. [PMID: 38823504 DOI: 10.1016/j.lfs.2024.122758] [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: 01/10/2024] [Revised: 05/22/2024] [Accepted: 05/27/2024] [Indexed: 06/03/2024]
Abstract
Living organisms store their energy in different forms of fats including lipid droplets, triacylglycerols, and steryl esters. In mammals and some non-mammal species, the energy is stored in adipose tissue which is the innervated specialized connective tissue that incorporates a variety of cell types such as macrophages, fibroblasts, pericytes, endothelial cells, adipocytes, blood cells, and several kinds of immune cells. Adipose tissue is so complex that the scope of its function is not only limited to energy storage, it also encompasses to thermogenesis, mechanical support, and immune defense. Since defects and complications in adipose tissue are heavily related to certain chronic diseases such as obesity, cardiovascular diseases, type 2 diabetes, insulin resistance, and cholesterol metabolism defects, it is important to further study adipose tissue to enlighten further mechanisms behind those diseases to develop possible therapeutic approaches. Adipose organoids are accepted as very promising tools for studying fat tissue development and its underlying molecular mechanisms, due to their high recapitulation of the adipose tissue in vitro. These organoids can be either derived using stromal vascular fractions or pluripotent stem cells. Due to their great vascularization capacity and previously reported incontrovertible regulatory role in insulin sensitivity and blood glucose levels, adipose organoids hold great potential to become an excellent candidate for the source of stem cell therapy. In this review, adipose tissue types and their corresponding developmental stages and functions, the importance of adipose organoids, and the potential they hold will be discussed in detail.
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Affiliation(s)
- Ezgi Bulut Okumuş
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, Turkey
| | - Özüm Begüm Böke
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, Turkey
| | - Selinay Şenkal Turhan
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, Turkey
| | - Ayşegül Doğan
- Faculty of Engineering, Genetics and Bioengineering Department, Yeditepe University, İstanbul, Turkey.
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Al-Darsani Z, Banack HR, Ziegler MN, Rapp SR, Corrada MM, Odegaard AO. DXA-Measured Abdominal Adipose Depots and Structural Brain Integrity in Postmenopausal Women. Alzheimer Dis Assoc Disord 2024:00002093-990000000-00127. [PMID: 39129431 DOI: 10.1097/wad.0000000000000642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 07/14/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND This study extends prior research from the MRI substudy of the Women's Health Initiative Memory Study (WHIMS-MRI) linking BMI to reduced brain atrophy and ischemic lesion load by examining DXA-based measurements of total body fat, total abdominal adipose tissue (TAT), abdominal visceral (VAT) and subcutaneous (SAT) adipose tissue, gynoid fat, and overall leg fat. METHODS The analytic sample consisted of 61 postmenopausal women (baseline mean age 69.5 [3.6]) enrolled in WHIMS-MRI who had undergone DXA scans. DXA scans were completed at years 0, 3, and 6, and MRI scans were conducted ~8 years after baseline. Adjusted linear regression models were used to analyze the association between adiposity averaged across the 3-time points and volumes of brain regions previously linked to dementia. RESULTS Higher levels of total body fat, TAT, VAT, SAT, gynoid, and overall leg fat were associated with larger hippocampal volume (β 0.02 [95% CI, 0.004-0.04]; 0.11 [0.02-0.21]; 0.26 [0.04-0.47]; 0.18 [0.03-0.33]; 0.18 [0.05-0.30]; 0.07 [0.009-0.12], respectively). No other significant associations were observed. CONCLUSION Higher levels of adiposity were positively associated with hippocampal volume. Additional research with larger sample sizes is needed to ascertain the significance of this association.
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Affiliation(s)
- Zeinah Al-Darsani
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA
- Department of Epidemiology and Biostatistics, Temple University College of Public Health, Philadelphia, PA
| | - Hailey R Banack
- Epidemiology Division, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Mallory N Ziegler
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY
| | - Stephen R Rapp
- Department of Psychiatry & Behavioral Medicine, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Maria M Corrada
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA
- Department of Epidemiology and Biostatistics, University of California, Irvine, CA
- Department of Neurology, University of California, Irvine, CA
| | - Andrew O Odegaard
- Department of Epidemiology and Biostatistics, University of California, Irvine, CA
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R A, P R, Vm V, Sn MS. Circulating Chemerin Levels in Obese and Non-obese Individuals and Its Association With Obesity in Metabolic Dysfunction-Associated Fatty Liver Disease. Cureus 2024; 16:e68105. [PMID: 39347124 PMCID: PMC11438025 DOI: 10.7759/cureus.68105] [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: 07/10/2024] [Accepted: 08/28/2024] [Indexed: 10/01/2024] Open
Abstract
Introduction The prevalence of obesity and related disorders is rapidly rising due to altered food habits, sedentary lifestyles and stress. Adipose tissue releases various hormones known as adipokines; one example is chemerin, which is primarily expressed by hepatocytes, adipocytes, and immune cells. Adipokine dysregulation in obesity initiates the cascade of inflammation and insulin resistance that leads to various metabolic disorders such as diabetes mellitus, metabolic syndrome (MS), and metabolic dysfunction-associated fatty liver disease (MAFLD). Aim The aim of our research is to determine serum chemerin levels in obese and non-obese individuals and to estimate the prevalence of MAFLD in obesity. Materials and methods This cross-sectional study was conducted at SRM Medical College Hospital & Research Centre, Tamil Nadu from August 2023 to December 2023. The study group comprised 45 obese and 45 non-obese individuals above 18 years of age. New MAFLD diagnostic criteria and FLI (Fatty Liver Index) formula were used to stratify the cohort. The Godin Leisure-Time Exercise questionnaire was used to assess physical activity levels. Visceral fat was assessed using a body composition analyzer. Student's t-test and ANOVA were used to compare the difference in mean levels across the groups. Pearson's correlation was used to correlate the analyzed parameters. Results Among our obese study participants, nearly 50% reported following a sedentary lifestyle. The prevalence of MAFLD in our obese study group was 44% whereas the prevalence of non-alcoholic fatty disease was found to be only 33%. Fasting plasma glucose (FPG), HbA1c, triglycerides (TG) and chemerin levels were found to vary significantly between the two groups. However, our study did not reveal the association of chemerin with MAFLD, BMI, or visceral fat in obesity. A significant difference in BMI, and visceral fat was observed across groups stratified by their physical activity levels assessed using the Godin leisure questionnaire. Conclusion Our study highlights the effect of physical activity on adipose tissue distribution and metabolic health and does not reveal any significant association of chemerin with MAFLD, BMI, or visceral fat in obesity. Nearly half of the studied obese individuals lead sedentary lifestyles, which highlights the importance of promoting physical activity in the prevention of obesity and related metabolic dysfunction. To validate these findings, future research should involve larger, diverse cohorts and include longitudinal data to track shifts in chemerin levels over time and their impact on metabolic health.
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Affiliation(s)
- Aravindraj R
- Department of Biochemistry, SRM Medical College Hospital and Research Centre, Chengalpattu, IND
| | - Renuka P
- Department of Biochemistry, SRM Medical College Hospital and Research Centre, Chengalpattu, IND
| | - Vinodhini Vm
- Department of Biochemistry, SRM Medical College Hospital and Research Centre, Chengalpattu, IND
| | - Meenakshi Sundari Sn
- Department of Internal Medicine, SRM Medical College Hospital and Research Centre, Chengalpattu, IND
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Cazeneuve N, Bouché O, Leger J, Borg C, Labbe-Devilliers C, Lucidarme O, Tasu JP, Manfredi S, Aubé C, Trillaud H, Manzoni P, Marcus C, Terrebonne E, Douillard JY, Chautard R, Lobet S, Scotto B, Bleuzen A, Lecomte T. Visceral fat and clinical outcome in patients receiving first-line chemotherapy with bevacizumab for metastatic colorectal cancer. Clin Res Hepatol Gastroenterol 2024; 48:102380. [PMID: 38788975 DOI: 10.1016/j.clinre.2024.102380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 04/19/2024] [Accepted: 05/22/2024] [Indexed: 05/26/2024]
Abstract
BACKGROUND Visceral fat produces angiogenic factors such as vascular endothelial growth factor that promote tumoral growth. However, its influence on outcome for patients with advanced cancer treated with anti-angiogenic agents is controversial. AIMS The aim of this study was to determine whether visceral fat volume, visceral fat area and body mass index are associated with outcome in patients receiving first-line bevacizumab-based treatment for metastatic colorectal cancer. METHODS This multicenter prospective study included 103 patients with metastatic colorectal cancer who received first-line bevacizumab-based chemotherapy. Computed tomography was used to measure visceral fat volume and visceral fat area. Endpoints were tumoral response at 2 months, progression free survival and overall survival. RESULTS Visceral fat volume and visceral fat area, but not body mass index, were significantly associated with better outcome. Using sex-specific median values progression free survival was significantly longer in patients with high visceral fat volume (13.2 versus 9.4 months; p = 0.0043). In the same way, high visceral fat volume and visceral fat area were associated with a significantly better overall survival: 31.3 versus 20.5 months (p = 0.0072) and 29.3 versus 20.5 months (p = 0.0078), respectively. By multivariate analysis, visceral fat volume was associated with longer progression free survival and overall survival. CONCLUSION This study demonstrates that a high visceral fat volume is associated with better outcome in patients receiving first-line bevacizumab-based chemotherapy for metastatic colorectal cancer.
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Affiliation(s)
- Nicolas Cazeneuve
- Department of Radiology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Olivier Bouché
- Department of Hepatogastroenterology, Hôpital Robert Debré, CHU de Reims, avenue Général Koenig, 51092 Reims Cedex, France
| | - Julie Leger
- INSERM CIC 1415, CHRU de Tours, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Christophe Borg
- Department of Medical Oncology, Hôpital Jean Minjoz, CHRU de Besançon, 3 Boulevard Alexandre Fleming, 25000 Besançon, France
| | | | - Olivier Lucidarme
- Department of Radiology, Hôpital Pitié-Salpétrière, APHP, 47, Boulevard de l'Hôpital, 75013 Paris, France
| | - Jean-Pierre Tasu
- Department of Radiology, CHU de Poitiers, 2 rue Milétrie, 86021 Poitiers Cedex, France
| | - Sylvain Manfredi
- Department of Hepatogastroenterology and Digestive Oncology, CHU de Rennes, Hôpital Pontchaillou, 2 rue Henri Le Guilloux, 35033 Rennes Cedex 9, France
| | - Christophe Aubé
- Department of Radiology, CHU d'Angers, 4 rue Larrey 49100 Angers, France
| | - Hervé Trillaud
- Department of Diagnostic and Interventional Imaging, Hôpital Saint-André, CHU de Bordeaux, 1 rue Jean Burguet, 33000 Bordeaux, France
| | - Philippe Manzoni
- Department of Radiology, Hôpital Jean Minjoz, CHRU de Besançon, Hôpital Jean Minjoz, CHRU de Besançon, 3 Boulevard Alexandre Fleming, 25000 Besançon, France
| | - Claude Marcus
- Department of Radiology, Hôpital Robert Debré, CHU de Reims, avenue Général Koenig, 51092 Reims Cedex, France
| | - Eric Terrebonne
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital du Haut Lêvèque, CHU de Bordeaux, avenue Magellan, 33604 Pessac Cedex, France
| | - Jean-Yves Douillard
- Department of Medical Oncology, ICO René Gauducheau, 44805 Saint-Herblain, France
| | - Romain Chautard
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France; UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France
| | - Sarah Lobet
- UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France
| | - Béatrice Scotto
- Department of Radiology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Aurore Bleuzen
- Department of Radiology, Hôpital Bretonneau, CHRU de Tours, CHRU de Tours, 37044 Tours Cedex 09, France
| | - Thierry Lecomte
- Department of Hepatogastroenterology and Digestive Oncology, Hôpital Trousseau, CHRU de Tours, 37044 Tours Cedex 09, France; UMR INSERM U 1069, Université de Tours, 10 Boulevard Tonnellé, 37000 Tours, France.
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Shaffrey EC, Ly N, Seitz AJ, Ziemlewicz TJ, Poore SO, Michelotti BF. Evaluation of Morphometric Measurements on Preoperative CT Angiograms to Determine Risk of Abdominal Donor Site Complications-A Retrospective Review of 174 Patients. Plast Surg (Oakv) 2024; 32:434-444. [PMID: 39104940 PMCID: PMC11298133 DOI: 10.1177/22925503221128987] [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: 06/15/2022] [Revised: 08/06/2022] [Accepted: 08/09/2022] [Indexed: 08/07/2024] Open
Abstract
Introduction: Autologous breast reconstruction remains a popular surgical option following mastectomy; however, it is not without complications. Preoperative CT angiograms (CTAs) are often obtained for surgical planning, and morphometric data such as fat and muscle distribution can be measured. This study aimed to assess if CTA morphometric data predicts abdominal donor site complications in patients undergoing abdominally based autologous breast reconstruction. Methods: A retrospective cohort study was performed for patients who underwent abdominally based autologous breast reconstruction from 2013 to 2018. Along with population and operative characteristics, preoperative morphometric variables were assessed for the following: subcutaneous adipose tissue, visceral adipose tissue, skeletal muscle area and index, rectus and psoas cross-sectional area, and bone density. Statistical comparison to abdominal donor site complications was performed using logistic regression analysis for every 100-unit change. Results: A total of 174 patients were included in this study. Visceral adipose tissue was significantly associated with the development of infection (P = .005), epidermolysis (P = .031), and seroma (P = .04). Subcutaneous adipose tissue, skeletal muscle index, cross-sectional muscle area, and bone density were not associated with abdominal donor site complications. Obesity (P = .024), history of smoking (P = .049), and the number of perforators harvested (P = .035) significantly increased the likelihood of delayed abdominal healing. Conclusions: This study demonstrates that increased visceral adipose tissue, as measured by CTA, is significantly associated with an increased risk of abdominal donor site complications. CTA morphometric data and identifying high-risk patient characteristics can help guide preoperative counseling and better inform surgical risks.
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Affiliation(s)
- Ellen C. Shaffrey
- Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, WI, USA
| | - Nancy Ly
- University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Allison J. Seitz
- Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, WI, USA
| | - Timothy J. Ziemlewicz
- Department of Radiology, University of Wisconsin Hospitals and Clinics, Madison, WI, USA
| | - Samuel O. Poore
- Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, WI, USA
| | - Brett F. Michelotti
- Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Wisconsin Hospitals and Clinics, Madison, WI, USA
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Yi J, Michalowska AM, Shanbhag A, Miller RJH, Geers J, Zhang W, Killekar A, Manral N, Lemley M, Buchwald M, Kwiecinski J, Zhou J, Kavanagh PB, Liang JX, Builoff V, Ruddy TD, Einstein AJ, Feher A, Miller EJ, Sinusas AJ, Berman DS, Dey D, Slomka PJ. AI-based volumetric six-tissue body composition quantification from CT cardiac attenuation scans enhances mortality prediction: multicenter study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.07.30.24311224. [PMID: 39132480 PMCID: PMC11312626 DOI: 10.1101/2024.07.30.24311224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
Background Computed tomography attenuation correction (CTAC) scans are routinely obtained during cardiac perfusion imaging, but currently only utilized for attenuation correction and visual calcium estimation. We aimed to develop a novel artificial intelligence (AI)-based approach to obtain volumetric measurements of chest body composition from CTAC scans and evaluate these measures for all-cause mortality (ACM) risk stratification. Methods We applied AI-based segmentation and image-processing techniques on CTAC scans from a large international image-based registry (four sites), to define chest rib cage and multiple tissues. Volumetric measures of bone, skeletal muscle (SM), subcutaneous, intramuscular (IMAT), visceral (VAT), and epicardial (EAT) adipose tissues were quantified between automatically-identified T5 and T11 vertebrae. The independent prognostic value of volumetric attenuation, and indexed volumes were evaluated for predicting ACM, adjusting for established risk factors and 18 other body compositions measures via Cox regression models and Kaplan-Meier curves. Findings End-to-end processing time was <2 minutes/scan with no user interaction. Of 9918 patients studied, 5451(55%) were male. During median 2.5 years follow-up, 610 (6.2%) patients died. High VAT, EAT and IMAT attenuation were associated with increased ACM risk (adjusted hazard ratio (HR) [95% confidence interval] for VAT: 2.39 [1.92, 2.96], p<0.0001; EAT: 1.55 [1.26, 1.90], p<0.0001; IMAT: 1.30 [1.06, 1.60], p=0.0124). Patients with high bone attenuation were at lower risk of death as compared to subjects with lower bone attenuation (adjusted HR 0.77 [0.62, 0.95], p=0.0159). Likewise, high SM volume index was associated with a lower risk of death (adjusted HR 0.56 [0.44, 0.71], p<0.0001). Interpretations CTAC scans obtained routinely during cardiac perfusion imaging contain important volumetric body composition biomarkers which can be automatically measured and offer important additional prognostic value.
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Affiliation(s)
- Jirong Yi
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Anna M Michalowska
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Center of Radiological Diagnostics, National Medical Institute of the Ministry of the Interior and Administration, Warsaw, Poland
| | - Aakash Shanbhag
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Signal and Image Processing Institute, Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA
| | - Robert J H Miller
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Cardiac Sciences, University of Calgary, Calgary, AB, Canada
| | - Jolien Geers
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Cardiology, Centrum voor Hart-en Vaatziekten (CHVZ), Universitair Ziekenhuis Brussel (UZ Brussel), Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | - Wenhao Zhang
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Aditya Killekar
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nipun Manral
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mark Lemley
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mikolaj Buchwald
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jacek Kwiecinski
- Department of Interventional Cardiology and Angiology, Institute of Cardiology, Warsaw, Poland
| | - Jianhang Zhou
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Paul B Kavanagh
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Joanna X Liang
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Valerie Builoff
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Terrence D Ruddy
- Division of Cardiology, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
| | - Andrew J Einstein
- Division of Cardiology, Department of Medicine, and Department of Radiology, Columbia University Irving Medical Center and New York-Presbyterian Hospital, New York, New York, United States
| | - Attila Feher
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Edward J Miller
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Albert J Sinusas
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States
| | - Daniel S Berman
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Damini Dey
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Piotr J Slomka
- Departments of Medicine (Division of Artificial Intelligence in Medicine), Biomedical Sciences and Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Palmieri F, Akhtar NF, Pané A, Jiménez A, Olbeyra RP, Viaplana J, Vidal J, de Hollanda A, Gama-Perez P, Jiménez-Chillarón JC, Garcia-Roves PM. Machine learning allows robust classification of visceral fat in women with obesity using common laboratory metrics. Sci Rep 2024; 14:17263. [PMID: 39068287 PMCID: PMC11283481 DOI: 10.1038/s41598-024-68269-y] [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: 02/28/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024] Open
Abstract
The excessive accumulation and malfunctioning of visceral adipose tissue (VAT) is a major determinant of increased risk of obesity-related comorbidities. Thus, risk stratification of people living with obesity according to their amount of VAT is of clinical interest. Currently, the most common VAT measurement methods include mathematical formulae based on anthropometric dimensions, often biased by human measurement errors, bio-impedance, and image techniques such as X-ray absorptiometry (DXA) analysis, which requires specialized equipment. However, previous studies showed the possibility of classifying people living with obesity according to their VAT through blood chemical concentrations by applying machine learning techniques. In addition, most of the efforts were spent on men living with obesity while little was done for women. Therefore, this study aims to compare the performance of the multilinear regression model (MLR) in estimating VAT and six different supervised machine learning classifiers, including logistic regression (LR), support vector machine and decision tree-based models, to categorize 149 women living with obesity. For clustering, the study population was categorized into classes 0, 1, and 2 according to their VAT and the accuracy of each MLR and classification model was evaluated using DXA-data (DXAdata), blood chemical concentrations (BLDdata), and both DXAdata and BLDdata together (ALLdata). Estimation error and R 2 were computed for MLR, while receiver operating characteristic (ROC) and precision-recall curves (PR) area under the curve (AUC) were used to assess the performance of every classification model. MLR models showed a poor ability to estimate VAT with mean absolute error ≥ 401.40 andR 2 ≤ 0.62 in all the datasets. The highest accuracy was found for LR with values of 0.57, 0.63, and 0.53 for ALLdata, DXAdata, and BLDdata, respectively. The ROC AUC showed a poor ability of both ALLdata and DXAdata to distinguish class 1 from classes 0 and 2 (AUC = 0.31, 0.71, and 0.85, respectively) as also confirmed by PR (AUC = 0.24, 0.57, and 0.73, respectively). However, improved performances were obtained when applying LR model to BLDdata (ROC AUC ≥ 0.61 and PR AUC ≥ 0.42), especially for class 1. These results seem to suggest that, while a direct and reliable estimation of VAT was not possible in our cohort, blood sample-derived information can robustly classify women living with obesity by machine learning-based classifiers, a fact that could benefit the clinical practice, especially in those health centres where medical imaging devices are not available. Nonetheless, these promising findings should be further validated over a larger population.
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Affiliation(s)
- Flavio Palmieri
- Biophysics unit, Department of Physiological Sciences, Faculty of Medicine and Health, Universitat de Barcelona, Bellvitge campus, 08907, Barcelona, Spain.
- Nutrition, Metabolism and Gene Therapy Group; Diabetes and Metabolism Program; Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain.
| | - Nidà Farooq Akhtar
- Escola d'Enginyeria de Barcelona Est (EEBE) Universitat Politècnica De Catalunya. Barcelona Tech-UPC, 08019, Barcelona, Spain
| | - Adriana Pané
- Obesity Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain
| | - Amanda Jiménez
- Obesity Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain
- Fundació Clínic per a la Recerca Biomèdica (FCRB)-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Romina Paula Olbeyra
- Fundació Clínic per a la Recerca Biomèdica (FCRB)-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Judith Viaplana
- Fundació Clínic per a la Recerca Biomèdica (FCRB)-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Josep Vidal
- Obesity Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
- Fundació Clínic per a la Recerca Biomèdica (FCRB)-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain
| | - Ana de Hollanda
- Obesity Unit, Endocrinology and Nutrition Department, Hospital Clínic de Barcelona, 08036, Barcelona, Spain
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain
- Fundació Clínic per a la Recerca Biomèdica (FCRB)-Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036, Barcelona, Spain
| | - Pau Gama-Perez
- Biophysics unit, Department of Physiological Sciences, Faculty of Medicine and Health, Universitat de Barcelona, Bellvitge campus, 08907, Barcelona, Spain
| | - Josep C Jiménez-Chillarón
- Biophysics unit, Department of Physiological Sciences, Faculty of Medicine and Health, Universitat de Barcelona, Bellvitge campus, 08907, Barcelona, Spain
- Metabolic diseases of pediatric origin unit, Institut de Recerca Sant Joan de Déu - Barcelona Children's Hospital, 08950, Esplugues del Llobregat, Spain
| | - Pablo M Garcia-Roves
- Biophysics unit, Department of Physiological Sciences, Faculty of Medicine and Health, Universitat de Barcelona, Bellvitge campus, 08907, Barcelona, Spain.
- Nutrition, Metabolism and Gene Therapy Group; Diabetes and Metabolism Program; Bellvitge Biomedical Research Institute (IDIBELL), 08908, Barcelona, Spain.
- Centro de Investigación Biomédica en Red de la Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III (ISCIII), 28029, Madrid, Spain.
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Romero-Velarde E, Córdova-García KG, Robles-Robles LC, Ventura-Gómez IJ, Chávez-Palencia C. Neck Circumference and Its Relation with Body Fat Percentage in Children 5-10 Years Old. CHILDREN (BASEL, SWITZERLAND) 2024; 11:868. [PMID: 39062317 PMCID: PMC11276425 DOI: 10.3390/children11070868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/10/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND Neck circumference (NC) has been proposed as an indicator of upper trunk adiposity and a potential indicator of metabolic risk. The objective was to evaluate NC and its correlation with body fat percentage (BF%) and other indicators of adiposity in children with normal weight, overweight, and obesity. METHODS In a cross-sectional study, 112 children 5 to 10 years of age were included in the outpatient clinic from a public hospital. Measures of weight and height to calculate BMI (kg/m2), NC, mid-upper arm circumference, waist circumference, and tricipital skinfold thickness. Body composition measurements were performed using an electrical bioimpedance device (BIA). The relationship between anthropometric variables and BF% obtained by BIA was determined using Spearman correlation tests. Multivariate models were constructed with BF% as the dependent variable and anthropometric parameters as independent. RESULTS In the entire group, there was a direct correlation between NC and BF% (r = 0.50, p < 0.001), but lost statistical significance in the case of normal weight. The relationship maintained its significance in subjects from the overweight and obesity groups. In multivariate models, BMI exhibited the highest correlation with BF%, followed by waist circumference and mid-upper arm circumference; for NC, the R2 value was 0.30 (p < 0.001). CONCLUSIONS Neck circumference is useful in the screening of population groups with the advantage of not requiring any specialized instruments for its measurement other than a tape measure. BMI and waist circumference were the best indicators of general and central adiposity, respectively.
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Affiliation(s)
- Enrique Romero-Velarde
- Instituto de Nutrición Humana, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico;
- División de Pediatría, Hospital Civil de Guadalajara “Dr. Juan I. Menchaca”, Guadalajara 44340, Jalisco, Mexico; (K.G.C.-G.); (L.C.R.-R.)
| | - Karen G. Córdova-García
- División de Pediatría, Hospital Civil de Guadalajara “Dr. Juan I. Menchaca”, Guadalajara 44340, Jalisco, Mexico; (K.G.C.-G.); (L.C.R.-R.)
| | - Laura C. Robles-Robles
- División de Pediatría, Hospital Civil de Guadalajara “Dr. Juan I. Menchaca”, Guadalajara 44340, Jalisco, Mexico; (K.G.C.-G.); (L.C.R.-R.)
| | - Ingrid J. Ventura-Gómez
- Instituto de Nutrición Humana, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico;
| | - Clío Chávez-Palencia
- División de Ciencias de la Salud, Centro Universitario Tonalá, Universidad de Guadalajara, Tonalá 45425, Jalisco, Mexico;
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31
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Han SY, Lee SY, Suh MW, Lee JH, Park MK. Associations between tinnitus and body composition: a cross-sectional study. Sci Rep 2024; 14:16373. [PMID: 39014109 PMCID: PMC11252995 DOI: 10.1038/s41598-024-67574-w] [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: 03/15/2024] [Accepted: 07/12/2024] [Indexed: 07/18/2024] Open
Abstract
The relationship between tinnitus and body composition in specific regions has not been extensively investigated. This study aimed to identify associations between tinnitus and body composition. Individuals with data on physical and otological examination findings, and bioelectrical impedance analysis were included from the ninth Korea National Health and Nutritional Examination Survey. They were divided into a tinnitus group and a non-tinnitus group. Participants with tinnitus were further classified into acute or chronic tinnitus group. The tinnitus group showed significantly higher body fat percentages in each region (arms: P = 0.014; legs: P = 0.029; trunk: P = 0.008; whole body: P = 0.010) and waist circumference (P = 0.007) than the non-tinnitus group, and exhibited lower leg muscle percentage (P = 0.038), total body fluid percentage (P = 0.010), and intracellular fluid percentage (P = 0.009) than the non-tinnitus group in men. Furthermore, men with chronic tinnitus showed a significantly higher trunk fat percentage (P = 0.015) and waist circumference (P = 0.043), and lower intracellular fluid percentage (P = 0.042) than their counterparts without tinnitus. No significant differences in body composition were observed among the groups in the female population. In men, body composition may be associated with tinnitus.
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Affiliation(s)
- Sang-Yoon Han
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Hanyang University, Seoul, Republic of Korea
| | - Sang-Yeon Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, Republic of Korea
- Sensory Organ Research Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Myung-Whan Suh
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, Republic of Korea
- Sensory Organ Research Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Jun Ho Lee
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, Republic of Korea
- Sensory Organ Research Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Moo Kyun Park
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, Republic of Korea.
- Sensory Organ Research Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea.
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32
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Masrouri S, Tamehri Zadeh SS, Afaghi S, Hadaegh F, Khalili D, Shapiro MD. Association of Anthropometric Indices With Midlife Cardiovascular Risk in Young Individuals Without Obesity and Traditional Risk Factors. J Am Heart Assoc 2024; 13:e033355. [PMID: 38842274 PMCID: PMC11255689 DOI: 10.1161/jaha.123.033355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 05/09/2024] [Indexed: 06/07/2024]
Abstract
BACKGROUND The aim of this study was to assess how early-adulthood body mass index (BMI) and waist circumference (WC) relate to long-term cardiovascular structure, function, and prognosis in individuals without obesity and with low cardiovascular risk factor (CVRF) burden. METHODS AND RESULTS A total of 2024 participants aged 18 to 30 from the CARDIA (Coronary Artery Risk Development in Young Adults) study, without obesity and with low CVRFs defined as the absence of cardiovascular disease (CVD), diabetes, hypertension, current smoking, and dyslipidemia were included. A CVRF-optimal subgroup was also defined, with blood pressure<120/80 mm Hg, fasting glucose <100 mg/dL, total cholesterol <200, low-density lipoprotein cholesterol <130, and women with high-density lipoprotein cholesterol ≥50 mg/dL. Coronary artery calcification, carotid intima-media thickness, left ventricular mass, left ventricular ejection fraction, longitudinal peak systolic strain, and diastolic function were assessed in midlife. Cox regression was used to calculate hazard ratios of BMI and WC for all-cause death and CVD events. Logistic regression was used to estimate odds ratios for subclinical CVD. Over 33.9 years (median follow-up), 5.2% (n=105) died, and 2.6% (n=52) had CVD events. Each 1-SD BMI increase was associated with 27% (95% CI, 1.10-1.47), 24% (1.08-1.43), 42% (1.20-1.68), 28% (1.05-1.57), 51% (1.20-1.90), and 49% (1.10-2.02) higher odds of coronary artery calcification presence, increased carotid intima-media thickness, left ventricular hypertrophy, reduced left ventricular ejection fraction, low longitudinal peak systolic strain, and diastolic dysfunction, respectively, in the CVRF-low group. Generally, similar associations were found for WC and in the CVRF-optimal subgroup. No significant associations between BMI and WC with CVD and death were found. CONCLUSIONS Elevations in BMI and WC among young low-risk individuals, even within the nonobesity range, are associated with midlife cardiovascular health.
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Affiliation(s)
- Soroush Masrouri
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Seyed Saeed Tamehri Zadeh
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Siamak Afaghi
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Farzad Hadaegh
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Davood Khalili
- Prevention of Metabolic Disorders Research Center, Research Institute for Endocrine SciencesShahid Beheshti University of Medical SciencesTehranIran
| | - Michael D. Shapiro
- Center for Prevention of Cardiovascular Disease, Section on Cardiovascular MedicineWake Forest University School of MedicineWinston SalemNCUSA
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Kafali SG, Shih SF, Li X, Kim GHJ, Kelly T, Chowdhury S, Loong S, Moretz J, Barnes SR, Li Z, Wu HH. Automated abdominal adipose tissue segmentation and volume quantification on longitudinal MRI using 3D convolutional neural networks with multi-contrast inputs. MAGMA (NEW YORK, N.Y.) 2024; 37:491-506. [PMID: 38300360 DOI: 10.1007/s10334-023-01146-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 12/18/2023] [Accepted: 12/27/2023] [Indexed: 02/02/2024]
Abstract
OBJECTIVE Increased subcutaneous and visceral adipose tissue (SAT/VAT) volume is associated with risk for cardiometabolic diseases. This work aimed to develop and evaluate automated abdominal SAT/VAT segmentation on longitudinal MRI in adults with overweight/obesity using attention-based competitive dense (ACD) 3D U-Net and 3D nnU-Net with full field-of-view volumetric multi-contrast inputs. MATERIALS AND METHODS 920 adults with overweight/obesity were scanned twice at multiple 3 T MRI scanners and institutions. The first scan was divided into training/validation/testing sets (n = 646/92/182). The second scan from the subjects in the testing set was used to evaluate the generalizability for longitudinal analysis. Segmentation performance was assessed by measuring Dice scores (DICE-SAT, DICE-VAT), false negatives (FN), and false positives (FP). Volume agreement was assessed using the intraclass correlation coefficient (ICC). RESULTS ACD 3D U-Net achieved rapid (< 4.8 s/subject) segmentation with high DICE-SAT (median ≥ 0.994) and DICE-VAT (median ≥ 0.976), small FN (median ≤ 0.7%), and FP (median ≤ 1.1%). 3D nnU-Net yielded rapid (< 2.5 s/subject) segmentation with similar DICE-SAT (median ≥ 0.992), DICE-VAT (median ≥ 0.979), FN (median ≤ 1.1%) and FP (median ≤ 1.2%). Both models yielded excellent agreement in SAT/VAT volume versus reference measurements (ICC > 0.997) in longitudinal analysis. DISCUSSION ACD 3D U-Net and 3D nnU-Net can be automated tools to quantify abdominal SAT/VAT volume rapidly, accurately, and longitudinally in adults with overweight/obesity.
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Affiliation(s)
- Sevgi Gokce Kafali
- Department of Radiological Sciences, University of California, 300 UCLA Medical Plaza, Suite B119, Los Angeles, CA, 90095, USA
- Department of Bioengineering, University of California, Los Angeles, CA, USA
| | - Shu-Fu Shih
- Department of Radiological Sciences, University of California, 300 UCLA Medical Plaza, Suite B119, Los Angeles, CA, 90095, USA
- Department of Bioengineering, University of California, Los Angeles, CA, USA
| | - Xinzhou Li
- Department of Radiological Sciences, University of California, 300 UCLA Medical Plaza, Suite B119, Los Angeles, CA, 90095, USA
| | - Grace Hyun J Kim
- Department of Radiological Sciences, University of California, 300 UCLA Medical Plaza, Suite B119, Los Angeles, CA, 90095, USA
| | - Tristan Kelly
- Department of Physiological Science, University of California, Los Angeles, CA, USA
| | - Shilpy Chowdhury
- Department of Radiology, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Spencer Loong
- Department of Psychology, Loma Linda University School of Behavioral Health, Loma Linda, CA, USA
| | - Jeremy Moretz
- Department of Neuroradiology, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Samuel R Barnes
- Department of Radiology, Loma Linda University Medical Center, Loma Linda, CA, USA
| | - Zhaoping Li
- Department of Medicine, University of California, Los Angeles, CA, USA
| | - Holden H Wu
- Department of Radiological Sciences, University of California, 300 UCLA Medical Plaza, Suite B119, Los Angeles, CA, 90095, USA.
- Department of Bioengineering, University of California, Los Angeles, CA, USA.
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34
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Pastika L, Sau A, Patlatzoglou K, Sieliwonczyk E, Ribeiro AH, McGurk KA, Khan S, Mandic D, Scott WR, Ware JS, Peters NS, Ribeiro ALP, Kramer DB, Waks JW, Ng FS. Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease. NPJ Digit Med 2024; 7:167. [PMID: 38918595 PMCID: PMC11199586 DOI: 10.1038/s41746-024-01170-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 06/14/2024] [Indexed: 06/27/2024] Open
Abstract
The electrocardiogram (ECG) can capture obesity-related cardiac changes. Artificial intelligence-enhanced ECG (AI-ECG) can identify subclinical disease. We trained an AI-ECG model to predict body mass index (BMI) from the ECG alone. Developed from 512,950 12-lead ECGs from the Beth Israel Deaconess Medical Center (BIDMC), a secondary care cohort, and validated on UK Biobank (UKB) (n = 42,386), the model achieved a Pearson correlation coefficient (r) of 0.65 and 0.62, and an R2 of 0.43 and 0.39 in the BIDMC cohort and UK Biobank, respectively for AI-ECG BMI vs. measured BMI. We found delta-BMI, the difference between measured BMI and AI-ECG-predicted BMI (AI-ECG-BMI), to be a biomarker of cardiometabolic health. The top tertile of delta-BMI showed increased risk of future cardiometabolic disease (BIDMC: HR 1.15, p < 0.001; UKB: HR 1.58, p < 0.001) and diabetes mellitus (BIDMC: HR 1.25, p < 0.001; UKB: HR 2.28, p < 0.001) after adjusting for covariates including measured BMI. Significant enhancements in model fit, reclassification and improvements in discriminatory power were observed with the inclusion of delta-BMI in both cohorts. Phenotypic profiling highlighted associations between delta-BMI and cardiometabolic diseases, anthropometric measures of truncal obesity, and pericardial fat mass. Metabolic and proteomic profiling associates delta-BMI positively with valine, lipids in small HDL, syntaxin-3, and carnosine dipeptidase 1, and inversely with glutamine, glycine, colipase, and adiponectin. A genome-wide association study revealed associations with regulators of cardiovascular/metabolic traits, including SCN10A, SCN5A, EXOG and RXRG. In summary, our AI-ECG-BMI model accurately predicts BMI and introduces delta-BMI as a non-invasive biomarker for cardiometabolic risk stratification.
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Affiliation(s)
- Libor Pastika
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Arunashis Sau
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | | | - Ewa Sieliwonczyk
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- MRC Laboratory of Medical Sciences, Imperial College London, London, United Kingdom
| | - Antônio H Ribeiro
- Department of Information Technology, Uppsala University, Uppsala, Sweden
| | - Kathryn A McGurk
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- MRC Laboratory of Medical Sciences, Imperial College London, London, United Kingdom
| | - Sadia Khan
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Chelsea and Westminster NHS Foundation Trust, London, United Kingdom
| | - Danilo Mandic
- Department of Electrical and Electronic Engineering, Imperial College London, London, United Kingdom
| | - William R Scott
- MRC Laboratory of Medical Sciences, Imperial College London, London, United Kingdom
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - James S Ware
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- MRC Laboratory of Medical Sciences, Imperial College London, London, United Kingdom
| | - Nicholas S Peters
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Antonio Luiz P Ribeiro
- Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Daniel B Kramer
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Jonathan W Waks
- Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Fu Siong Ng
- National Heart and Lung Institute, Imperial College London, London, United Kingdom.
- Department of Cardiology, Imperial College Healthcare NHS Trust, London, United Kingdom.
- Chelsea and Westminster NHS Foundation Trust, London, United Kingdom.
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35
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Schwartz SS, Herman ME. Gluco-regulation & type 2 diabetes: entrenched misconceptions updated to new governing principles for gold standard management. Front Endocrinol (Lausanne) 2024; 15:1394805. [PMID: 38933821 PMCID: PMC11199379 DOI: 10.3389/fendo.2024.1394805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 05/16/2024] [Indexed: 06/28/2024] Open
Abstract
Our understanding of type 2 diabetes (T2D) has evolved dramatically. Advances have upended entrenched dogmas pertaining to the onset and progression of T2D, beliefs that have prevailed from the early era of diabetes research-and continue to populate our medical textbooks and continuing medical education materials. This review article highlights key insights that lend new governing principles for gold standard management of T2D. From the historical context upon which old beliefs arose to new findings, this article outlines evidence and perspectives on beta cell function, the underlying defects in glucoregulation, the remediable nature of T2D, and, the rationale supporting the shift to complication-centric prescribing. Practical approaches translate this rectified understanding of T2D into strategies that fill gaps in current management practices of prediabetes through late type 2 diabetes.
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Affiliation(s)
- Stanley S. Schwartz
- Main Line Health, Wynnewood, PA, and University of Pennsylvania, Philadelphia, PA, United States
| | - Mary E. Herman
- Social Alchemy: Building Physician Competency Across the Globe, Sacatepéquez, Guatemala
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36
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Mai Z, Chen Y, Mao H, Wang L. Association between the skeletal muscle mass to visceral fat area ratio and metabolic dysfunction-associated fatty liver disease: A cross-sectional study of NHANES 2017-2018. J Diabetes 2024; 16:e13569. [PMID: 38751375 PMCID: PMC11096813 DOI: 10.1111/1753-0407.13569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 03/26/2024] [Accepted: 04/09/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND AND AIMS Previous studies have shown that sarcopenic obesity (SO) was associated with nonalcoholic fatty liver disease (NAFLD). However, research is limited in the context of the NAFLD renamed as metabolic dysfunction-associated steatotic liver disease (MASLD) defined by updated diagnostic criteria. The aim of this study was to use the index skeletal muscle mass to visceral fat area ratio (SVR) to describe SO in a large and representative US population (National Health and Nutrition Examination Survey 2017-2018) of adults and investigate their association with MASLD. METHODS A total of 2087 individuals were included in the analysis. SVR was calculated according to the measurement of dual-energy x-ray absorptiometry and MASLD was diagnosed with controlled attenuation parameter scores and cardiometabolic risk factors. SVR was divided into tertiles. Logistic regression adjusted for confounders was used to evaluate the association between SVR and MASLD. Several sensitivity analyses were performed to test the robustness of our findings. RESULTS In a multivariate logistic regression analysis, a significant association between SVR and MASLD was shown (odds ratio [OR]: 3.11, 95% confidence interval [CI]: 1.31-7.39, p = .010 for middle levels of SVR; OR: 3.82, 95% CI: 1.45-10.08, p = .007 for lowest levels of SVR). The sensitivity analyses confirmed that the association was robust. CONCLUSION Our findings imply that decreased SVR is linked to MASLD.
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Affiliation(s)
- Zhiliang Mai
- Department of GastroenterologyZhujiang Hospital, Southern Medical UniversityGuangzhouChina
- Department of GastroenterologyShenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology)ShenzhenChina
| | - Yinfei Chen
- Department of EndocrinologyZhujiang Hospital, Southern Medical UniversityGuangzhouChina
| | - Hua Mao
- Department of GastroenterologyZhujiang Hospital, Southern Medical UniversityGuangzhouChina
| | - Lisheng Wang
- Department of GastroenterologyShenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology)ShenzhenChina
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Wong AK, Asatiani K, Chávez-Manzanera E, Elmer DJ, Heymsfield SB, Hong S, Ilesanmi-Oyelere L, Kagawa M, Klobucar S, Obeid OA, Plotnikoff RC, Sardinha LB, Sloughter JM, Silva AM, Shultz SP. Differences in segmental fat accumulation patterns by sex and ethnicity: An international approach. Clin Obes 2024; 14:e12637. [PMID: 38169103 DOI: 10.1111/cob.12637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 10/13/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024]
Abstract
Excess fat on the body impacts obesity-related co-morbidity risk; however, the location of fat stores affects the severity of these risks. The purpose of this study was to examine segmental fat accumulation patterns by sex and ethnicity using international datasets. An amalgamated and cross-calibrated dataset of dual x-ray absorptiometry (DXA)-measured variables compiled segmental mass for bone mineral content (BMC), lean mass (LM), and fat mass (FM) for each participant; percentage of segment fat (PSF) was calculated as PSFsegment = (FMsegment/(BMCsegment + LMsegment + FMsegment)) × 100. A total of 30 587 adults (N = 16 490 females) from 13 datasets were included. A regression model was used to examine differences in regional fat mass and PSF. All populations followed the same segmental fat mass accumulation in the ascending order with statistical significance (arms < legs < trunk), except for Hispanic/Latinx males (arms < [legs = trunk]). Relative fat accumulation patterns differed between those with greater PSF in the appendages (Arab, Mexican, Asian, Black, American Caucasian, European Caucasian, and Australasian Caucasian females; Black males) and those with greater PSF in the trunk (Mexican, Asian, American Caucasian, European Caucasian, and Australasian Caucasian males). Greater absolute and relative fat accumulation in the trunk could place males of most ethnicities in this study at a higher risk of visceral fat deposition and associated co-morbidities.
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Affiliation(s)
- Arden K Wong
- Kinesiology Department, Seattle University, Seattle, Washington, USA
| | - Ketevan Asatiani
- Georgian Association for the Study of Obesity, European Association for the Study of Obesity, Tbilisi, Republic of Georgia
| | - Emma Chávez-Manzanera
- Obesity and Eating Disorders Clinic, Department of Endocrinology and Metabolism, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - David J Elmer
- Department of Kinesiology, Berry College, Mount Berry, Georgia, USA
| | - Steven B Heymsfield
- Body Composition-Metabolism Laboratory, Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - Sangmo Hong
- College of Medicine, Hanyang University, Gyeonggi-do, Republic of Korea
| | - Lilian Ilesanmi-Oyelere
- School of Health Sciences, College of Health, Massey University, Palmerston North, New Zealand
| | - Masaharu Kagawa
- Institute of Nutrition Sciences, Kagawa Nutrition University, Saitama, Japan
- School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Sanja Klobucar
- Department of Endocrinology, Diabetes and Metabolic Diseases, Clinical Hospital Center Rijeka, Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Omar A Obeid
- Department of Nutrition and Food Sciences, Faculty of Agricultural and Food Sciences, American University of Beirut, Beirut, Lebanon
| | - Ronald C Plotnikoff
- Centre for Active Living and Learning, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Luís B Sardinha
- Exercise and Health Laboratory, CIPER, Faculdade Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal
| | | | - Analiza M Silva
- Exercise and Health Laboratory, CIPER, Faculdade Motricidade Humana, Universidade de Lisboa, Lisbon, Portugal
| | - Sarah P Shultz
- Kinesiology Department, Seattle University, Seattle, Washington, USA
- School of Arts & Sciences, Fort Lewis College, Durango, Colorado, USA
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38
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Bailin SS, Gabriel CL, Gangula RD, Hannah L, Nair S, Carr JJ, Terry JG, Silver HJ, Simmons JD, Mashayekhi M, Kalams SA, Mallal S, Kropski JA, Wanjalla CN, Koethe JR. Single-cell Analysis of Subcutaneous Fat Reveals Pro-fibrotic Cells that Correlate with Visceral Adiposity in HIV. J Clin Endocrinol Metab 2024:dgae369. [PMID: 38820087 DOI: 10.1210/clinem/dgae369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 04/26/2024] [Accepted: 05/30/2024] [Indexed: 06/02/2024]
Abstract
CONTEXT Cardiometabolic diseases are common in persons with HIV (PWH) on antiretroviral therapy (ART), which has been attributed to preferential lipid storage in visceral adipose tissue (VAT) compared with subcutaneous adipose tissue (SAT). However, the relationship of SAT-specific cellular and molecular programs with VAT volume is poorly understood in PWH. OBJECTIVE We characterized SAT cell-type specific composition and transcriptional programs that are associated with greater VAT volume in PWH on contemporary ART. METHODS We enrolled PWH on long-term ART with a spectrum of metabolic health. Ninety-two participants underwent SAT biopsy for bulk RNA sequencing and 43 had single-cell RNA sequencing. Computed tomography quantified VAT volume and insulin resistance was calculated using HOMA2-IR. RESULTS VAT volume was associated with HOMA2-IR (p < 0.001). Higher proportions of SAT intermediate macrophages (IMs), myofibroblasts, and MYOC + fibroblasts were associated with greater VAT volume using partial Spearman's correlation adjusting for age, sex, and body mass index (ρ=0.34-0.49, p < 0.05 for all). Whole SAT transcriptomics showed PWH with greater VAT volume have increased expression of extracellular matrix (ECM)- and inflammation-associated genes, and reduced expression of lipolysis- and fatty acid metabolism-associated genes. CONCLUSIONS In PWH, greater VAT volume is associated with higher proportion of SAT IMs and fibroblasts, and a SAT ECM and inflammatory transcriptome, which is similar to findings in HIV-negative persons with obesity. These data identify SAT cell-type specific changes associated with VAT volume in PWH that could underlie the high rates of cardiometabolic diseases in PWH, though additional longitudinal studies are needed to define directionality and mechanisms.
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Affiliation(s)
- Samuel S Bailin
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Curtis L Gabriel
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, Nashville, Tennessee, USA
| | - Rama D Gangula
- Tennessee Center for AIDS Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - LaToya Hannah
- Department of Medicine, Division of Diabetes, Endocrinology, and Metabolism, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sangeeta Nair
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - John Jeffrey Carr
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - James G Terry
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Heidi J Silver
- Department of Medicine, Division of Gastroenterology, Hepatology, and Nutrition, Nashville, Tennessee, USA
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, Tennessee, USA
| | - Joshua D Simmons
- Tennessee Center for AIDS Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Mona Mashayekhi
- Department of Medicine, Division of Diabetes, Endocrinology, and Metabolism, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Spyros A Kalams
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Tennessee Center for AIDS Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Simon Mallal
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Tennessee Center for AIDS Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Insitute for Immunology and Infectious Diseases, Murdoch University, Perth, WA, Australia
- Vanderbilt Technologies for Advanced Genomics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jonathan A Kropski
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, Tennessee, USA
- Department of Medicine, Division of Allergy and Pulmonology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Deparment of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Celestine N Wanjalla
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - John R Koethe
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, Tennessee, USA
- Center for Translational Immunology and Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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De Lorenzo A, Itani L, El Ghoch M, Frank G, De Santis GL, Gualtieri P, Di Renzo L. The Association between Sarcopenic Obesity and DXA-Derived Visceral Adipose Tissue (VAT) in Adults. Nutrients 2024; 16:1645. [PMID: 38892578 PMCID: PMC11174391 DOI: 10.3390/nu16111645] [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: 05/09/2024] [Revised: 05/24/2024] [Accepted: 05/26/2024] [Indexed: 06/21/2024] Open
Abstract
Many people with overweight and obesity are affected by sarcopenia, which is represented by a phenotype known as sarcopenic obesity (SO), characterized by excessive body fat (BF), combined with reduced muscle mass and strength. In this population, it is vital to identify the factors associated with SO. With this aim in mind, we investigated the association between visceral adipose tissue (VAT) mass and SO in patients with overweight or obesity in a nutritional setting. A total of 256 participants (23.8% female) with overweight or obesity were involved and completed a body composition assessment, including VAT mass, using dual-energy X-ray absorptiometry (DXA). The sample was initially categorized according to whether the individual had the SO phenotype; they were then classified according to their VAT mass into three tertiles (lowest, medium, and highest). Among the 256 participants, who had a median body mass index (BMI) of 29.3 (interquartile range (IQR): 27.0-32.4) kg/m2 and a median age of 51.0 (IQR: 47.0-54.0) years, 32.4% were identified as having SO, and they displayed a higher median VAT mass (517.0 (IQR: 384.5-677.0) vs. 790.0 (IQR: 654.0-1007.0) g; p < 0.05). The logistic regression model that accounted for age, sex and BMI revealed that a higher VAT mass increases the risk of SO (odds ratio (OR) = 1.003; 95% confidence interval (CI): 1.001-1.004; p < 0.05). In conclusion, VAT mass appears to be an independent factor associated with SO in people with overweight or obesity. However, due to the cross-sectional design, no information regarding any causality between higher VAT mass and SO can be provided. Additional longitudinal research in this direction should therefore be conducted.
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Affiliation(s)
- Antonino De Lorenzo
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (A.D.L.); (G.L.D.S.); (P.G.); (L.D.R.)
| | - Leila Itani
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Beirut Arab University, Riad El Solh, Beirut 11072809, Lebanon;
| | - Marwan El Ghoch
- Center for the Study of Metabolism, Body Composition and Lifestyle, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Giulia Frank
- PhD School of Applied Medical-Surgical Sciences, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy;
| | - Gemma Lou De Santis
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (A.D.L.); (G.L.D.S.); (P.G.); (L.D.R.)
| | - Paola Gualtieri
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (A.D.L.); (G.L.D.S.); (P.G.); (L.D.R.)
| | - Laura Di Renzo
- Section of Clinical Nutrition and Nutrigenomic, Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy; (A.D.L.); (G.L.D.S.); (P.G.); (L.D.R.)
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40
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Leung C, Tang M, Huang BK, Fain SB, Hoffman EA, Choi J, Dunican EM, Mauger DT, Denlinger LC, Jarjour NN, Israel E, Levy BD, Wenzel SE, Sumino K, Hastie AT, Schirm J, McCulloch CE, Peters MC, Woodruff PG, Sorkness RL, Castro M, Fahy JV. A Novel Air Trapping Segment Score Identifies Opposing Effects of Obesity and Eosinophilia on Air Trapping in Asthma. Am J Respir Crit Care Med 2024; 209:1196-1207. [PMID: 38113166 PMCID: PMC11146546 DOI: 10.1164/rccm.202305-0802oc] [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: 05/03/2023] [Accepted: 12/19/2023] [Indexed: 12/21/2023] Open
Abstract
Rationale: Density thresholds in computed tomography (CT) lung scans quantify air trapping (AT) at the whole-lung level but are not informative for AT in specific bronchopulmonary segments. Objectives: To apply a segment-based measure of AT in asthma to investigate the clinical determinants of AT in asthma. Methods: In each of 19 bronchopulmonary segments in CT lung scans from 199 patients with asthma, AT was categorized as present if lung attenuation was less than -856 Hounsfield units at expiration in ⩾15% of the lung area. The resulting AT segment score (0-19) was related to patient outcomes. Measurements and Main Results: AT varied at the lung segment level and tended to persist at the patient and lung segment levels over 3 years. Patients with widespread AT (⩾10 segments) had more severe asthma (P < 0.05). The mean (±SD) AT segment score in patients with a body mass index ⩾30 kg/m2 was lower than in patients with a body mass index <30 kg/m2 (3.5 ± 4.6 vs. 5.5 ± 6.3; P = 0.008), and the frequency of AT in lower lobe segments in obese patients was less than in upper and middle lobe segments (35% vs. 46%; P = 0.001). The AT segment score in patients with sputum eosinophils ⩾2% was higher than in patients without sputum eosinophilia (7.0 ± 6.1 vs. 3.3 ± 4.9; P < 0.0001). Lung segments with AT more frequently had airway mucus plugging than lung segments without AT (48% vs. 18%; P ⩽ 0.0001). Conclusions: In patients with asthma, air trapping is more severe in those with airway eosinophilia and mucus plugging, whereas those who are obese have less severe trapping because their lower lobe segments are spared.
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Affiliation(s)
- Clarus Leung
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
| | - Monica Tang
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
| | - Brendan K. Huang
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
| | - Sean B. Fain
- Department of Radiology, University of Iowa, Iowa City, Iowa
| | - Eric A. Hoffman
- Department of Radiology, University of Iowa, Iowa City, Iowa
| | - Jiwoong Choi
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kansas School of Medicine, Kansas City, Kansas
| | | | - David T. Mauger
- Division of Biostatistics and Bioinformatics, Penn State College of Medicine, The Pennsylvania State University, Hershey, Pennsylvania
| | - Loren C. Denlinger
- Division of Allergy, Pulmonary, and Critical Care Medicine, School of Medicine and Public Health, and
| | - Nizar N. Jarjour
- Division of Allergy, Pulmonary, and Critical Care Medicine, School of Medicine and Public Health, and
| | - Elliot Israel
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Bruce D. Levy
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Sally E. Wenzel
- Department of Environmental and Occupational Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Kaharu Sumino
- Division of Pulmonary and Critical Care Medicine, Washington University, St. Louis, Missouri
| | - Annette T. Hastie
- Section for Pulmonary, Critical Care, Allergy and Immunology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina; and
| | | | | | - Michael C. Peters
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
| | - Prescott G. Woodruff
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
- Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California
| | | | - Mario Castro
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kansas School of Medicine, Kansas City, Kansas
| | - John V. Fahy
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Department of Medicine
- Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California
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Zhao K, Seeliger E, Niendorf T, Liu Z. Noninvasive Assessment of Diabetic Kidney Disease With MRI: Hype or Hope? J Magn Reson Imaging 2024; 59:1494-1513. [PMID: 37675919 DOI: 10.1002/jmri.29000] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 08/22/2023] [Accepted: 08/23/2023] [Indexed: 09/08/2023] Open
Abstract
Owing to the increasing prevalence of diabetic mellitus, diabetic kidney disease (DKD) is presently the leading cause of chronic kidney disease and end-stage renal disease worldwide. Early identification and disease interception is of paramount clinical importance for DKD management. However, current diagnostic, disease monitoring and prognostic tools are not satisfactory, due to their low sensitivity, low specificity, or invasiveness. Magnetic resonance imaging (MRI) is noninvasive and offers a host of contrast mechanisms that are sensitive to pathophysiological changes and risk factors associated with DKD. MRI tissue characterization involves structural and functional information including renal morphology (kidney volume (TKV) and parenchyma thickness using T1- or T2-weighted MRI), renal microstructure (diffusion weighted imaging, DWI), renal tissue oxygenation (blood oxygenation level dependent MRI, BOLD), renal hemodynamics (arterial spin labeling and phase contrast MRI), fibrosis (DWI) and abdominal or perirenal fat fraction (Dixon MRI). Recent (pre)clinical studies demonstrated the feasibility and potential value of DKD evaluation with MRI. Recognizing this opportunity, this review outlines key concepts and current trends in renal MRI technology for furthering our understanding of the mechanisms underlying DKD and for supplementing clinical decision-making in DKD. Progress in preclinical MRI of DKD is surveyed, and challenges for clinical translation of renal MRI are discussed. Future directions of DKD assessment and renal tissue characterization with (multi)parametric MRI are explored. Opportunities for discovery and clinical break-through are discussed including biological validation of the MRI findings, large-scale population studies, standardization of DKD protocols, the synergistic connection with data science to advance comprehensive texture analysis, and the development of smart and automatic data analysis and data visualization tools to further the concepts of virtual biopsy and personalized DKD precision medicine. We hope that this review will convey this vision and inspire the reader to become pioneers in noninvasive assessment and management of DKD with MRI. LEVEL OF EVIDENCE: 1 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Kaixuan Zhao
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Erdmann Seeliger
- Institute of Translational Physiology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Thoralf Niendorf
- Berlin Ultrahigh Field Facility (B.U.F.F.), Max Delbrueck Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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Gaskin CJ, Cooper K, Stephens LD, Peeters A, Salmon J, Porter J. Clinical practice guidelines for the management of overweight and obesity published internationally: A scoping review. Obes Rev 2024; 25:e13700. [PMID: 38296655 DOI: 10.1111/obr.13700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 10/17/2023] [Accepted: 12/20/2023] [Indexed: 02/02/2024]
Abstract
With the increasing prevalence of obesity placing additional demands on healthcare systems, many jurisdictions and professional bodies have developed clinical practice guidelines to support practitioners in the management of people with overweight and obesity. This scoping review aimed to identify key features of contemporary guidelines for the clinical management of overweight and obesity. Searches of MEDLINE, Guidelines International Network's international guidelines library, and other grey literature sources identified 38 guidelines of 18 countries and one region published since 2010. Guidelines were developed by committees (n = 36, 95%) that comprised knowledgeable experts (n = 36, 95%) and were multidisciplinary (n = 33, 87%), with limited consumer representation (n = 11, 29%). Guideline documentation incorporated review questions (n = 23, 61%), systematic reviews (n = 25, 66%), evidence grading systems (n = 33, 87%), processes for reaching consensus (n = 19, 50%), and guideline review details (n = 28, 74%). Treatment approaches included in most guidelines were nutrition and physical activity (n = 38, 100%), psychology (n = 37, 97%), pharmacotherapy (n = 32, 84%), and bariatric surgery (n = 31, 82%). Most guidelines targeted populations based on age (n = 30, 79%). Guidelines contained recommendations for pregnancy (n = 12, 32%), older adults (n = 9, 24%), and people with eating disorders (n = 8, 21%). Future guidelines would benefit from involvement of consumers including groups known to be at increased risk of overweight and obesity, targeted guidance for at risk groups, and consideration of weight bias and stigma.
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Affiliation(s)
- Cadeyrn J Gaskin
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
- Institute for Health Transformation (IHT), School of Health and Social Development, Deakin University, Geelong, Australia
| | - Kelly Cooper
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
| | - Lena D Stephens
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
- Institute for Health Transformation (IHT), School of Health and Social Development, Deakin University, Geelong, Australia
| | - Anna Peeters
- Institute for Health Transformation (IHT), School of Health and Social Development, Deakin University, Geelong, Australia
| | - Jo Salmon
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
| | - Judi Porter
- Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences, Deakin University, Geelong, Australia
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Mathew Thomas V, Chigarira B, Gebrael G, Sayegh N, Tripathi N, Nussenzveig R, Jo Y, Dal E, Galarza Fortuna G, Li H, Sahu KK, Srivastava A, Maughan BL, Agarwal N, Swami U. Differential Tumor Gene Expression Profiling of Patients With Prostate Adenocarcinoma on the Basis of BMI. JCO Precis Oncol 2024; 8:e2300574. [PMID: 38781543 DOI: 10.1200/po.23.00574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Revised: 11/23/2023] [Accepted: 03/18/2024] [Indexed: 05/25/2024] Open
Abstract
PURPOSE An increased BMI is linked to increased prostate adenocarcinoma incidence and mortality. Baseline tumor gene expression profiling (GEP) can provide a comprehensive picture of the biological processes related to treatment response and disease progression. We interrogate and validate the underlying differences in tumor GEP on the basis of BMI in patients with prostate adenocarcinoma. METHODS The inclusion criteria consisted of histologically confirmed prostate adenocarcinoma and the availability of RNA sequencing data obtained from treatment-naïve primary prostate tissue. RNA sequencing was performed by a Clinical Laboratory Improvement Amendments-certified laboratory (Tempus or Caris Life Sciences). The Tempus cohort was used for interrogation and the Caris cohort for validation. Patients were stratified on the basis of BMI at the time of prostate cancer diagnosis: BMI-high (BMIH; BMI ≥30) and BMI-low (BMIL; BMI <30). Differential gene expression analysis between the two cohorts was conducted using the DEseq2 pipeline. The resulting GEPs were further analyzed using Gene Set Enrichment software to identify pathways that exhibited enrichment in each cohort. RESULTS Overall, 102 patients were eligible, with 60 patients in the Tempus cohort (BMIL = 38, BMIH = 22) and 42 patients in the Caris cohort (BMIL = 24, BMIH = 18). Tumor tissues obtained from patients in the BMIL group exhibited higher expression of genes associated with inflammation pathways. BMIH displayed increased expression of genes involved in pathways such as heme metabolism and androgen response. CONCLUSION Our study shows the upregulation of distinct genomic pathways in BMIL compared with BMIH patients with prostate cancer. These hypothesis-generating data could explain different survival outcomes in both groups and guide personalized therapy for men with prostate cancer.
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Affiliation(s)
- Vinay Mathew Thomas
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Beverly Chigarira
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Georges Gebrael
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Nicolas Sayegh
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX
| | - Nishita Tripathi
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Roberto Nussenzveig
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Yeonjung Jo
- Department of Population Health Sciences, University of Utah, Salt Lake City, UT
| | - Emre Dal
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Gliceida Galarza Fortuna
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Haoran Li
- Division of Medical Oncology, Department of Internal Medicine, University of Kansas Cancer Center, Westwood, KS
| | - Kamal Kant Sahu
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Ayana Srivastava
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Benjamin L Maughan
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Neeraj Agarwal
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Umang Swami
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
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Zieff G, Cornwall J, Blue MN, Smith-Ryan AE, Stoner L. Ultrasound-based measurement of central adiposity: Key considerations and guidelines. Obes Rev 2024; 25:e13716. [PMID: 38418428 DOI: 10.1111/obr.13716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 12/05/2023] [Accepted: 01/12/2024] [Indexed: 03/01/2024]
Abstract
Central adiposity, which is visceral and subcutaneous adiposity in the abdominal region, is a known risk factor for developing chronic cardiometabolic diseases. Central adiposity can be measured relatively inexpensively using ultrasound. Ultrasound has been shown to be precise and reliable, with measurement accuracy comparable to computed tomography and magnetic resonance. Despite the advantages conferred by ultrasound, widespread adoption has been hindered by lack of reliable standard operating procedures. To consolidate the literature and bring clarity to the use of ultrasound-derived measures of central adiposity, this review outlines (i) the [patho]physiological importance of central adiposity to cardiometabolic disease risk; (ii) an overview of the history and main technical aspects of ultrasound methodology; (iii) key measurement considerations, including transducer selection, subject preparation, image acquisition, image analysis, and operator training; and (iv) guidelines for standardized ultrasound protocols for measuring central adiposity.
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Affiliation(s)
- Gabriel Zieff
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Human Movement Science Curriculum, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jon Cornwall
- Centre for Early Learning in Medicine, Otago Medical School, University of Otago, Dunedin, New Zealand
| | - Malia N Blue
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Abbie E Smith-Ryan
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Lee Stoner
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Lv Z, Ji Y, Xu S, Li C, Cai W. Chinese visceral adiposity index and its transition patterns: impact on cardiovascular and cerebrovascular diseases in a national cohort study. Lipids Health Dis 2024; 23:124. [PMID: 38685072 PMCID: PMC11057120 DOI: 10.1186/s12944-024-02105-0] [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: 02/25/2024] [Accepted: 04/09/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Obesity affects approximately 800 million people worldwide and may contribute to various diseases, especially cardiovascular and cerebrovascular conditions. Fat distribution and content represent two related yet distinct axes determining the impact of adipose tissue on health. Unlike traditional fat measurement indices, which often overlook fat distribution, the Chinese visceral adiposity index (CVAI) is a novel metric used to assess visceral fat accumulation and associated health risks. Our objective is to evaluate its association with the risk of cardiovascular and cerebrovascular diseases. METHODS A nationwide longitudinal study spanning 9 years was conducted to investigate both the effects of baseline CVAI levels (classified as low and high) and dynamic changes in CVAI over time, including maintenance of low CVAI, transition from low to high, transition from high to low, and maintenance of high CVAI. Continuous scales (restricted cubic spline curves) and categorical scales (Kaplan-Meier curves and multivariable Cox regression analyses) were utilized to evaluate the relationship between CVAI and cardiovascular and cerebrovascular diseases. Furthermore, subgroup analyses were conducted to investigate potential variations. RESULTS Totally 1761 individuals (22.82%) experienced primary outcomes among 7717 participants. In the fully adjusted model, for each standard deviation increase in CVAI, there was a significant increase in the risk of primary outcomes [1.20 (95%CI: 1.14-1.27)], particularly pronounced in the high CVAI group [1.38 (95%CI: 1.25-1.54)] compared to low CVAI group. Regarding transition patterns, individuals who consistently maintained high CVAI demonstrated the highest risk ratio compared to those who consistently maintained low CVAI [1.51 (95%CI: 1.31-1.74)], followed by individuals transitioning from low to high CVAI [1.22 (95% CI: 1.01-1.47)]. Analysis of restricted cubic spline curves indicated a positive dose-response relationship between CVAI and risk of primary outcomes (p for non-linear = 0.596). Subgroup analyses results suggest that middle-aged individuals with high CVAI face a notably greater risk of cardiovascular and cerebrovascular diseases in contrast to elderly individuals [1.75 (95% CI: 1.53-1.99)]. CONCLUSION This study validates a significant association between baseline levels of CVAI and its dynamic changes with the risk of cardiovascular and cerebrovascular diseases. Vigilant monitoring and effective management of CVAI significantly contribute to early prevention and risk stratification of cardiovascular and cerebrovascular diseases.
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Affiliation(s)
- Zhihan Lv
- Department of General Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, No. 639 Zhizaoju Road, Shanghai, 200011, China
| | - Yunxi Ji
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Su Xu
- Department of General Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, No. 639 Zhizaoju Road, Shanghai, 200011, China
| | - Chenyi Li
- Department of General Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, No. 639 Zhizaoju Road, Shanghai, 200011, China.
| | - Wenwei Cai
- Department of General Medicine, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, No. 639 Zhizaoju Road, Shanghai, 200011, China.
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Suwannaying K, Ong AA, Dhaduk R, Pei D, Iijima M, Merkle E, Zhuang TZ, Goodenough CG, Brown J, Browne EK, Wolcott B, Cheng C, Wilson CL, Pui CH, Ness KK, Kaste SC, Inaba H. Quantitative computed tomography analysis of body composition changes in paediatric patients with acute lymphoblastic leukaemia. Br J Haematol 2024; 204:1335-1343. [PMID: 38291722 PMCID: PMC11006578 DOI: 10.1111/bjh.19310] [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: 10/31/2023] [Revised: 01/04/2024] [Accepted: 01/10/2024] [Indexed: 02/01/2024]
Abstract
Children with acute lymphoblastic leukaemia (ALL) are at risk for obesity and cardiometabolic diseases. To gain insight into body composition changes among children with ALL, we assessed quantitative computed tomography (QCT) data for specific body compartments (subcutaneous adipose tissue [SAT], visceral adipose tissue [VAT], total adipose tissue [TAT], lean tissue [LT], LT/TAT and VAT/SAT at lumbar vertebrae L1 and L2) at diagnosis and at off-therapy for 189 children with ALL and evaluated associations between body mass index (BMI) Z-score and clinical characteristics. BMI Z-score correlated positively with SAT, VAT and TAT and negatively with LT/TAT and VAT/SAT. At off-therapy, BMI Z-score, SAT, VAT and TAT values were higher than at diagnosis, but LT, LT/TAT and VAT/SAT were lower. Patients aged ≥10 years at diagnosis had higher SAT, VAT and TAT and lower LT and LT/TAT than patients aged 2.0-9.9 years. Female patients had lower LT and LT/TAT than male patients. Black patients had less VAT than White patients. QCT analysis showed increases in adipose tissue and decreases in LT during ALL therapy when BMI Z-scores increased. Early dietary and physical therapy interventions should be considered, particularly for patients at risk for obesity.
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Affiliation(s)
- Kunanya Suwannaying
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Pediatrics, Khon Kaen university, Khon Kaen, Thailand
| | - Adrian A. Ong
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Rikeenkumar Dhaduk
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Deqing Pei
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Mayuko Iijima
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Eric Merkle
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Tony Z. Zhuang
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Chelsea G. Goodenough
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | | | - Emily K. Browne
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Bruce Wolcott
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Cheng Cheng
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Carmen L. Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, Tennessee
| | - Sue C. Kaste
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Diagnostic Imaging, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Radiology, University of Tennessee Health Science Center, Memphis, Tennessee
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee
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Bikou A, Dermiki-Gkana F, Penteris M, Constantinides TK, Kontogiorgis C. A systematic review of the effect of semaglutide on lean mass: insights from clinical trials. Expert Opin Pharmacother 2024; 25:611-619. [PMID: 38629387 DOI: 10.1080/14656566.2024.2343092] [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: 01/25/2024] [Accepted: 04/10/2024] [Indexed: 04/19/2024]
Abstract
INTRODUCTION Semaglutide, a glucagon-like peptide-1 receptor agonist, is associated with significant weight loss, yet its impact on lean body mass remains insufficiently understood. This review investigates the effect of semaglutide on lean mass in the context of obesity management. METHODOLOGY This study investigates through different databases (PubMed, Elsevier, and Google Scholar) from 2016 for randomized control trials (RCTs) or observational studies that assessed the use of semaglutide in overweight or obese patients, regardless of whether they have type 2 diabetes or not. The studies compared semaglutide to a placebo or alternative medications. RESULTS Six studies with 1,541 overweight or obese adults were included, and significant weight reductions were observed primarily due to fat mass loss. While the lean mass remained stable in some cases, notable reductions ranging from almost 0% to 40% of total weight reduction were observed in others. Noteworthy decreases in lean mass were particularly evident in larger trials, yet the proportion of lean mass relative to total body mass increased, suggesting a positive overall outcome. CONCLUSION Semaglutide displays potential for weight loss primarily through fat mass reduction. However, concerns arise from notable reductions in lean mass, especially in trials with a larger number of patients.
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Affiliation(s)
- Alexia Bikou
- Laboratory of Hygiene and Environmental Protection, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Foteini Dermiki-Gkana
- Laboratory of Hygiene and Environmental Protection, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Michail Penteris
- Laboratory of Hygiene and Environmental Protection, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Theodoros K Constantinides
- Laboratory of Hygiene and Environmental Protection, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Christos Kontogiorgis
- Laboratory of Hygiene and Environmental Protection, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
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Lopez-Yus M, Hörndler C, Borlan S, Bernal-Monterde V, Arbones-Mainar JM. Unraveling Adipose Tissue Dysfunction: Molecular Mechanisms, Novel Biomarkers, and Therapeutic Targets for Liver Fat Deposition. Cells 2024; 13:380. [PMID: 38474344 DOI: 10.3390/cells13050380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 02/14/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
Adipose tissue (AT), once considered a mere fat storage organ, is now recognized as a dynamic and complex entity crucial for regulating human physiology, including metabolic processes, energy balance, and immune responses. It comprises mainly two types: white adipose tissue (WAT) for energy storage and brown adipose tissue (BAT) for thermogenesis, with beige adipocytes demonstrating the plasticity of these cells. WAT, beyond lipid storage, is involved in various metabolic activities, notably lipogenesis and lipolysis, critical for maintaining energy homeostasis. It also functions as an endocrine organ, secreting adipokines that influence metabolic, inflammatory, and immune processes. However, dysfunction in WAT, especially related to obesity, leads to metabolic disturbances, including the inability to properly store excess lipids, resulting in ectopic fat deposition in organs like the liver, contributing to non-alcoholic fatty liver disease (NAFLD). This narrative review delves into the multifaceted roles of WAT, its composition, metabolic functions, and the pathophysiology of WAT dysfunction. It also explores diagnostic approaches for adipose-related disorders, emphasizing the importance of accurately assessing AT distribution and understanding the complex relationships between fat compartments and metabolic health. Furthermore, it discusses various therapeutic strategies, including innovative therapeutics like adipose-derived mesenchymal stem cells (ADMSCs)-based treatments and gene therapy, highlighting the potential of precision medicine in targeting obesity and its associated complications.
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Affiliation(s)
- Marta Lopez-Yus
- Adipocyte and Fat Biology Laboratory (AdipoFat), Translational Research Unit, University Hospital Miguel Servet, 50009 Zaragoza, Spain
- Instituto Aragones de Ciencias de la Salud (IACS), 50009 Zaragoza, Spain
- Instituto de Investigación Sanitaria (IIS) Aragon, 50009 Zaragoza, Spain
| | - Carlos Hörndler
- Instituto de Investigación Sanitaria (IIS) Aragon, 50009 Zaragoza, Spain
- Pathology Department, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | - Sofia Borlan
- General and Digestive Surgery Department, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | - Vanesa Bernal-Monterde
- Adipocyte and Fat Biology Laboratory (AdipoFat), Translational Research Unit, University Hospital Miguel Servet, 50009 Zaragoza, Spain
- Instituto Aragones de Ciencias de la Salud (IACS), 50009 Zaragoza, Spain
- Gastroenterology Department, Miguel Servet University Hospital, 50009 Zaragoza, Spain
| | - Jose M Arbones-Mainar
- Adipocyte and Fat Biology Laboratory (AdipoFat), Translational Research Unit, University Hospital Miguel Servet, 50009 Zaragoza, Spain
- Instituto Aragones de Ciencias de la Salud (IACS), 50009 Zaragoza, Spain
- Instituto de Investigación Sanitaria (IIS) Aragon, 50009 Zaragoza, Spain
- CIBER Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, 28029 Madrid, Spain
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Linge J, Cariou B, Neeland IJ, Petersson M, Rodríguez Á, Dahlqvist Leinhard O. Skewness in Body fat Distribution Pattern Links to Specific Cardiometabolic Disease Risk Profiles. J Clin Endocrinol Metab 2024; 109:783-791. [PMID: 37795945 PMCID: PMC10876408 DOI: 10.1210/clinem/dgad570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/27/2023] [Accepted: 09/27/2023] [Indexed: 10/06/2023]
Abstract
OBJECTIVE Fat distribution pattern could help determine cardiometabolic risk profile. This study aimed to evaluate the association of balance/imbalance between visceral adipose tissue (VAT), abdominal subcutaneous adipose tissue (aSAT), and liver fat (LF) with incident type 2 diabetes (T2D) and cardiovascular disease (CVD) in the UK Biobank prospective cohort study. METHODS Magnetic resonance images of 40 174 participants were analyzed for VAT, aSAT, and LF using AMRA® Researcher. To assess fat distribution patterns independent of body mass index (BMI), fat z-scores (z-VAT, z-aSAT, z-LF) were calculated. Participants without prevalent T2D/CVD (N = 35 138) were partitioned based on balance between (1) z-VAT and z-LF (z-scores = 0 as cut-points for high/low), (2) z-VAT and z-aSAT, and (3) z-LF and z-aSAT. Associations with T2D/CVD were investigated using Cox regression (crude and adjusted for sex, age, BMI, lifestyle, arterial hypertension, statin treatment). RESULTS T2D was significantly associated with z-LF (hazard ratio, [95% CI] 1.74 [1.52-1.98], P < .001) and z-VAT (1.70 [1.49-1.95], P < .001). Both remained significant after full adjustment. For z-scores balance, strongest associations with T2D were z-VAT > 0 and z-LF > 0 (4.61 [2.98-7.12]), z-VAT > 0 and z-aSAT < 0 (4.48 [2.85-7.06]), and z-LF > 0 and z-aSAT < 0 (2.69 [1.76-4.12]), all P < .001. CVD was most strongly associated with z-VAT (1.22 [1.16-1.28], P < .001) which remained significant after adjustment for sex, age, BMI, and lifestyle. For z-scores balance, strongest associations with CVD were z-VAT > 0 and z-LF < 0 (1.53 [1.34-1.76], P < .001) and z-VAT > 0 and z-aSAT < 0 (1.54 [1.34-1.76], P < .001). When adjusted for sex, age, and BMI, only z-VAT > 0 and z-LF < 0 remained significant. CONCLUSION High VAT in relation to BMI (z-VAT > 0) was consistently linked to both T2D and CVD; z-LF > 0 was linked to T2D only. Skewed fat distribution patterns showed elevated risk for CVD (z-VAT > 0 and z-LF < 0 and z-VAT > 0 and z-aSAT < 0) and T2D (z-VAT > 0 and z-aSAT < 0).
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Affiliation(s)
- Jennifer Linge
- AMRA Medical AB, Badhusgatan 5, SE-58222 Linköping, Sweden
- Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, SE-58183 Linköping, Sweden
| | - Bertrand Cariou
- l’institut du thorax, Department of Endocrinology, Nantes Université, CHU Nantes, CNRS, Inserm, 44000 Nantes, France
| | - Ian J Neeland
- Department of Medicine, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Centre and Case Western Reserve University School of Medicine, Westlake, OH 44145, USA
| | | | - Ángel Rodríguez
- Eli Lilly and Company, 893 Delaware St, Indianapolis, IN 46225, USA
| | - Olof Dahlqvist Leinhard
- AMRA Medical AB, Badhusgatan 5, SE-58222 Linköping, Sweden
- Division of Diagnostics and Specialist Medicine, Department of Health, Medicine and Caring Sciences, Linköping University, SE-58183 Linköping, Sweden
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Chen J, Li YT, Niu Z, He Z, Xie YJ, Hernandez J, Huang W, Wang HHX. Association of Visceral Obesity Indices With Incident Diabetic Retinopathy in Patients With Diabetes: Prospective Cohort Study. JMIR Public Health Surveill 2024; 10:e48120. [PMID: 38319705 PMCID: PMC10879974 DOI: 10.2196/48120] [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: 04/28/2023] [Revised: 07/31/2023] [Accepted: 12/16/2023] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Visceral adipose tissue plays an active role in the pathogenesis of type 2 diabetes and vascular dysfunction. The lipid accumulation product (LAP), visceral adiposity index (VAI), and Chinese VAI (CVAI) have been proposed as simple and validated surrogate indices for measuring visceral adipose tissue. However, the evidence from prospective studies on the associations between these novel indices of visceral obesity and diabetic retinopathy (DR) remains scant. OBJECTIVE This study aimed to investigate the longitudinal associations of LAP, VAI, and CVAI with incident DR in Chinese patients with diabetes. METHODS This was a prospective cohort study conducted in Guangzhou in southern China. We collected baseline data between November 2017 and July 2020, while on-site follow-up visits were conducted annually until January 2022. The study participants consisted of 1403 patients with a clinical diagnosis of diabetes, referred from primary care, who were free of DR at baseline. The LAP, VAI, and CVAI levels were calculated by sex-specific equations based on anthropometric and biochemical parameters. DR was assessed using 7-field color stereoscopic fundus photographs and graded according to the modified Airlie House Classification scheme. Time-dependent Cox proportional hazard models were constructed to estimate the hazard ratios with 95% CIs. Restricted cubic spline curves were fitted to examine the dose-response relationship between the 3 indices of visceral obesity and new-onset DR. Subgroup analyses were performed to investigate the potential effect modifiers. RESULTS The mean age of study participants was 64.5 (SD 7.6) years, and over half (816/1403, 58.2%) were female. During a median follow-up of 2.13 years, 406 DR events were observed. A 1-SD increment in LAP, VAI, or CVAI was consistently associated with increased risk for new-onset DR, with a multivariable‑adjusted hazard ratio of 1.24 (95% CI 1.09-1.41; P=.001), 1.22 (95% CI 1.09-1.36; P<.001), and 1.48 (95% CI 1.19-1.85; P=.001), respectively. Similar patterns were observed across tertiles in LAP (P for trend=.001), VAI (P for trend<.001), and CVAI (P for trend=.009). Patients in the highest tertile of LAP, VAI, and CVAI had an 84%, 86%, and 82% higher hazard of DR, respectively, compared to those in the lowest tertile. A nonlinear dose-response relationship with incident DR was noted for LAP and VAI (both P for nonlinearity<.05), but not for CVAI (P for nonlinearity=.51). We did not detect the presence of effect modification by age, sex, duration of diabetes, BMI, or comorbidity (all P for interaction>.10). CONCLUSIONS Visceral obesity, as measured by LAP, VAI, or CVAI, is independently associated with increased risk for new-onset DR in Chinese patients with diabetes. Our findings may suggest the necessity of incorporating regular monitoring of visceral obesity indices into routine clinical practice to enhance population-based prevention for DR.
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Affiliation(s)
- Jiaheng Chen
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Yu Ting Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Zimin Niu
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Zhanpeng He
- Liwan Central Hospital of Guangzhou, Guangzhou, China
| | - Yao Jie Xie
- School of Nursing, The Hong Kong Polytechnic University, Hung Hom, Kowloon, China (Hong Kong)
| | - Jose Hernandez
- Faculty of Medicine and Health, EDU, Digital Education Holdings Ltd, Kalkara, Malta
- Green Templeton College, University of Oxford, Oxford, United Kingdom
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou, China
| | - Harry H X Wang
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
- JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, China (Hong Kong)
- Usher Institute, Deanery of Molecular, Genetic & Population Health Sciences, The University of Edinburgh, Edinburgh, United Kingdom
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