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Kho PF, Stell L, Jimenez S, Zanetti D, Panyard DJ, Watson KL, Sarraju A, Chen ML, Lind L, Petrie JR, Chan KN, Fonda H, Kent K, Myers JN, Palaniappan L, Abbasi F, Assimes TL. Associations between accurate measures of adiposity and fitness, blood proteins, and insulin sensitivity among South Asians and Europeans. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.06.24313199. [PMID: 39281745 PMCID: PMC11398600 DOI: 10.1101/2024.09.06.24313199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
Objective South Asians (SAs) may possess a unique predisposition to insulin resistance (IR). We explored this possibility by investigating the relationship between 'gold standard' measures of adiposity, fitness, selected proteomic biomarkers, and insulin sensitivity among a cohort of SAs and Europeans (EURs). Methods A total of 46 SAs and 41 EURs completed 'conventional' (lifestyle questionnaires, standard physical exam) as well as 'gold standard' (dual energy X-ray absorptiometry scan, cardiopulmonary exercise test, and insulin suppression test) assessments of adiposity, fitness, and insulin sensitivity. In a subset of 28 SAs and 36 EURs, we also measured the blood-levels of eleven IR-related proteins. We conducted Spearman correlation to identify correlates of steady-state plasma glucose (SSPG) derived from the insulin suppression test, followed by multivariable linear regression analyses of SSPG, adjusting for age, sex and ancestral group. Results Sixteen of 30 measures significantly associated with SSPG, including one conventional and eight gold standard measures of adiposity, one conventional and one gold standard measure of fitness, and five proteins. Multivariable regressions revealed that gold standard measures and plasma proteins attenuated ancestral group differences in IR, suggesting their potential utility in assessing IR, especially among SAs. Conclusion Ancestral group differences in IR may be explained by accurate measures of adiposity and fitness, with specific proteins possibly serving as useful surrogates for these measures, particularly for SAs.
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Affiliation(s)
- Pik Fang Kho
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Laurel Stell
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
| | - Shirin Jimenez
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Internal Medicine, Division of Cardiovascular Medicine, University of California Davis Health, Davis, CA, USA
| | - Daniela Zanetti
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
- Institute of Genetic and Biomedical Research, National Research Council, Cagliari, Sardinia, Italy
| | - Daniel J Panyard
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Kathleen L Watson
- Department of Psychiatry, Stanford University School of Medicine, Stanford, CA, USA
| | - Ashish Sarraju
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, CA, USA
| | - Ming-Li Chen
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Lars Lind
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - John R Petrie
- School of Health and Wellbeing, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Khin N Chan
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Holly Fonda
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
| | - Kyla Kent
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
- Department of Medicine, Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | - Jonathan N Myers
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
- Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Latha Palaniappan
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Fahim Abbasi
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Themistocles L. Assimes
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
- VA Palo Alto Healthcare System, Palo Alto, CA, USA
- Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
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Roberts MJ, Hamrouni M, Wadley AJ, Bishop NC. Adipose inflammation: South Asian ethnicity and central obesity are independently associated with higher immune cell recruitment to adipose-specific media: A pilot study in men. Physiol Rep 2023; 11:e15883. [PMID: 38011590 PMCID: PMC10681421 DOI: 10.14814/phy2.15883] [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: 10/02/2023] [Revised: 11/07/2023] [Accepted: 11/07/2023] [Indexed: 11/29/2023] Open
Abstract
A South Asian (SA) cardiovascular phenomenon exists whereby SAs have excess burden of cardiovascular disease (CVD) despite having low prevalence of recognized CVD risk factors. The aim of the current study was to determine whether perturbations in monocyte biology contribute to this phenomenon via higher circulating cell numbers, a more pro-inflammatory phenotype, and higher transmigration and adhesion. Adhesion is linked to vascular inflammation whereas transmigration is linked to tissue inflammation. SA men with (N = 10; SAs with central obesity [CO-SA]) and without (N = 10; lean SA [LE-SA]) central obesity, plus White European counterparts (N = 10; white Europeans with central obesity [CO-WE], N = 10; lean white Europeans [LE-WE]) participated. An ex vivo assay mimicking blood flow dynamics coupled to flow cytometry determined the adhesion and transmigration of monocyte subsets toward chemokine-rich media cultured from pre-adipocytes (absolute responses). Migration and adhesion were also standardized for differences in numbers of circulating monocytes between participants (relative responses). Metabolic and inflammatory markers were assessed. SAs had higher absolute (but not relative) adhesion and migration of monocytes than WEs. Central obesity was associated with higher absolute and relative adhesion and migration of monocytes. SAs had higher concentrations of all monocyte subsets compared with WEs coinciding with adverse cardiovascular-inflammatory profiles. LE-SAs had similar monocyte concentrations, transmigration, and adhesion compared with CO-WEs, corresponding with similar cardiovascular-inflammatory profiles. The study provides novel evidence for higher monocyte counts associated with higher transmigration and adhesion in SA compared with WE men. Importantly, similar monocyte biology and cardiovascular-inflammatory profiles were seen in LE-SAs compared with CO-WEs, which may contribute to the higher risk of CVD at lower body mass index experienced by SAs.
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Affiliation(s)
- Matthew J. Roberts
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health SciencesLoughborough UniversityLoughboroughUK
- National Institute for Health Research (NIHR) Leicester Biomedical Research CentreUniversity Hospitals of Leicester, National Health Service (NHS) Trust and the University of LeicesterLeicesterUK
| | - Malik Hamrouni
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health SciencesLoughborough UniversityLoughboroughUK
- National Institute for Health Research (NIHR) Leicester Biomedical Research CentreUniversity Hospitals of Leicester, National Health Service (NHS) Trust and the University of LeicesterLeicesterUK
| | - Alex J. Wadley
- School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental SciencesUniversity of BirminghamBirminghamUK
| | - Nicolette C. Bishop
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health SciencesLoughborough UniversityLoughboroughUK
- National Institute for Health Research (NIHR) Leicester Biomedical Research CentreUniversity Hospitals of Leicester, National Health Service (NHS) Trust and the University of LeicesterLeicesterUK
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ROBERTS MATTHEWJ, THACKRAY ALICEE, WADLEY ALEXJ, ALOTAIBI TAREQF, HUNTER DAVIDJ, THOMPSON JULIE, FUJIHIRA KYOKO, MIYASHITA MASASHI, MASTANA SARABJIT, BISHOP NICOLETTEC, O’DONNELL EMMA, DAVIES MELANIEJ, KING JAMESA, YATES THOMAS, WEBB DAVID, STENSEL DAVIDJ. Effect of Acute Walking on Endothelial Function and Postprandial Lipemia in South Asians and White Europeans. Med Sci Sports Exerc 2023; 55:794-802. [PMID: 36729923 PMCID: PMC10090289 DOI: 10.1249/mss.0000000000003098] [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] [Indexed: 02/03/2023]
Abstract
INTRODUCTION South Asians (SAs) have an elevated risk of cardiovascular disease (CVD) compared with White Europeans (WEs). Postprandial endothelial function (flow-mediated dilatation (FMD%)) in SA women and SA men with central obesity has not been investigated. Research in other populations has highlighted that a 1% higher FMD% is associated with a ~13% lower risk of future CVD events. We investigated whether FMD% and lipemia, two markers for CVD risk, were higher in SAs versus WEs, whether walking improved FMD% and lipemia, and if there were ethnic differences in the response. METHODS Lean premenopausal women (study 1; 12 SA, 12 WE) and men with central obesity (study 2; 15 SA, 15 WE) completed two 2-d trials. On day 1, participants walked for 60 min at 60% of their peak oxygen uptake or rested. On day 2, participants rested and consumed two high-fat meals over 8 h. Repeated ultrasound assessments of endothelial function and venous blood samples for CVD risk markers were taken. RESULTS Compared with WEs, SAs had lower postprandial FMD% (study 1, -1.32%; study 2, -0.54%) and higher postprandial triacylglycerol concentrations (study 1, 0.31 mmol·L -1 ·h -1 ; study 2, 0.55 mmol·L -1 ·h -1 ). Walking improved postprandial FMD% (study 1, 1.12%; study 2, 0.94%) and resulted in no significant change or small reductions in postprandial triacylglycerol concentrations (study 1, -0.01 mmol·L -1 ·h -1 ; study 2, -0.25 mmol·L -1 ·h -1 ). Exercise-induced changes in FMD% and triacylglycerol were consistent between ethnic groups. CONCLUSIONS Walking mitigated the adverse postprandial effect of a high-fat diet on FMD% to a similar extent in SA and WE women and men, even with no/small improvements in triacylglycerol. This study highlights the importance of exercise to clinically improve FMD% in SAs and WEs.
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Affiliation(s)
- MATTHEW J. ROBERTS
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
| | - ALICE E. THACKRAY
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
| | - ALEX J. WADLEY
- School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, UNITED KINGDOM
| | - TAREQ F. ALOTAIBI
- King Saud bin Abdulaziz University for Health Sciences, Respiratory Therapy Department, Riyadh, SAUDI ARABIA
- King Abdullah International Medical Research Centre, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, SAUDI ARABIA
| | - DAVID J. HUNTER
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
| | - JULIE THOMPSON
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- University Hospitals of Leicester NHS Trust, Infirmary Square, Leicester, UNITED KINGDOM
| | - KYOKO FUJIHIRA
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, JAPAN
| | | | - SARABJIT MASTANA
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
| | - NICOLETTE C. BISHOP
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
| | - EMMA O’DONNELL
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
| | - MELANIE J. DAVIES
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
- Leicester Diabetes Research Centre, University of Leicester, Leicester, UNITED KINGDOM
| | - JAMES A. KING
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
| | - THOMAS YATES
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
- Leicester Diabetes Research Centre, University of Leicester, Leicester, UNITED KINGDOM
| | - DAVID WEBB
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
- Leicester Diabetes Research Centre, University of Leicester, Leicester, UNITED KINGDOM
| | - DAVID J. STENSEL
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UNITED KINGDOM
- National Institute for Health Research Leicester Biomedical Research Centre, University Hospitals of Leicester, National Health Service Trust and the University of Leicester, Leicester, UNITED KINGDOM
- Faculty of Sport Sciences, Waseda University, Tokorozawa, JAPAN
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Liu Y, Chai S, Zhang X. Association Between Different Parameters of Adipose Distribution and Transient Elastography-Assessed Hepatic Steatosis in American Adults with Diabetes, Prediabetes and Normal Glucose Tolerance. Diabetes Metab Syndr Obes 2023; 16:299-308. [PMID: 36760579 PMCID: PMC9900240 DOI: 10.2147/dmso.s394564] [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: 10/23/2022] [Accepted: 12/22/2022] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVE To investigate the association between adipose distribution and hepatic steatosis in American adults and to assess whether this association varies among different blood glucose states. METHODS Data from the American National Health and Nutrition Examination Survey (NHANES) 2017-2018 were analyzed. The subjects were divided into three groups: diabetes, prediabetes and normal glucose tolerance (NGT). Hepatic steatosis was quantified by median controlled attenuation parameter (CAP), which was measured by ultrasound transient elastography. Total abdominal fat volume, visceral adipose tissue (VAT) volume, total percent fat, trunk percent fat, android percent fat and android to gynoid ratio (AGR) was measured by dual-energy X-ray absorptiometry (DXA). RESULTS Data pertaining to 2986 participants (1581 with hepatic steatosis) were included in the analysis. In the NGT group, the proportion of S0 (<5% of the hepatocytes with fatty infiltration) was 58.9%, and 25.2% for S3 (≥66% of the hepatocytes with fatty infiltration). In contrast, the proportion of S0 was 11.1%, while S3 accounts for as high as 68.7% in the diabetes group. In the NGT group, all parameters of fat distribution revealed a positive relation with the occurrence of hepatic steatosis (p<0.05) except total percent fat (p=0.872) after adjusting for confounding factors. In the prediabetes group, VAT volume, trunk percent fat, android percent fat and AGR had significant influence on hepatic steatosis (p<0.05). As for diabetes, only AGR remained significantly correlated with hepatic steatosis (p=0.004). CONCLUSION For NGT individuals, high level of total abdominal fat volume, VAT volume, trunk percent fat, android percent fat and AGR all can be used to predict hepatic steatosis. For diabetes, only AGR can predict hepatic steatosis among the surveyed parameters of adipose distribution.
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Affiliation(s)
- Yufang Liu
- Department of Endocrinology, Peking University International Hospital, Beijing, 102206, People’s Republic of China
| | - Sanbao Chai
- Department of Endocrinology, Peking University International Hospital, Beijing, 102206, People’s Republic of China
| | - Xiaomei Zhang
- Department of Endocrinology, Peking University International Hospital, Beijing, 102206, People’s Republic of China
- Correspondence: Xiaomei Zhang, Email
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Inadvertent intramuscular injection risk with subcutaneous insulin injections and risk predictors in adults: a cross-sectional sonographic study. Int J Diabetes Dev Ctries 2022. [DOI: 10.1007/s13410-022-01144-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Reed RM, Nevitt SJ, Kemp GJ, Cuthbertson DJ, Whyte MB, Goff LM. Ectopic fat deposition in populations of black African ancestry: A systematic review and meta-analysis. Acta Diabetol 2022; 59:171-187. [PMID: 34518896 PMCID: PMC8841318 DOI: 10.1007/s00592-021-01797-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 09/02/2021] [Indexed: 02/07/2023]
Abstract
AIMS In populations of black African ancestry (BA), a paradox exists whereby lower visceral adipose tissue is found despite their high risk for type 2 diabetes (T2D). This systematic review investigates ethnic differences in other ectopic fat depots (intrahepatic lipid: IHL; intramyocellular lipid: IMCL and intrapancreatic lipid; IPL) to help contextualise their potential contribution to T2D risk. METHODS A systematic literature search was performed in December 2020 to identify studies reporting at least one ectopic fat comparison between BA and one/more other ethnicity. For IHL, a meta-analysis was carried out with studies considered comparable based on the method of measurement. RESULTS Twenty-eight studies were included (IHL: n = 20; IMCL: n = 8; IPL: n = 4). Meta-analysis of 11 studies investigating IHL revealed that it was lower in BA populations vs pooled ethnic comparators (MD -1.35%, 95% CI -1.55 to -1.16, I2 = 85%, P < 0.00001), white European ancestry (MD -0.94%, 95% CI -1.17 to -0.70, I2 = 79%, P < 0.00001), Hispanic ancestry (MD -2.06%, 95% CI -2.49 to -1.63, I2 = 81%, P < 0.00001) and South Asian ancestry comparators (MD -1.92%, 95% CI -3.26 to -0.57, I2 = 78%, P = 0.005). However, heterogeneity was high in all analyses. Most studies found no significant differences in IMCL between BA and WE. Few studies investigated IPL, however, indicated that IPL is lower in BA compared to WE and HIS. CONCLUSION The discordance between ectopic fat and greater risk for T2D in BA populations raises questions around its contribution to T2D pathophysiology in BA.
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Affiliation(s)
- Reuben M Reed
- Department of Nutritional Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Sarah J Nevitt
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool, UK
| | - Graham J Kemp
- Department of Musculoskeletal and Ageing Science. Institute of Life Course and Medical Sciences, Liverpool Magnetic Resonance Imaging Centre (LiMRIC), University of Liverpool, Liverpool, UK
| | - Daniel J Cuthbertson
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course Sciences, University of Liverpool, Liverpool, UK
| | - Martin B Whyte
- Faculty of Health & Medical Sciences, University of Surrey, Guildford, Surrey, UK
| | - Louise M Goff
- Department of Nutritional Sciences, Faculty of Life Sciences & Medicine, King's College London, London, UK.
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