Skip to main content
Top

Open Access 20-11-2023 | Obesity | Research Article

Body Fat Distribution, Fat-Free Mass and Cardiovascular Function in the UK Biobank

Authors: Ayodipupo S. Oguntade, Ben Lacey, Hannah Taylor, Sarah Lewington

Published in: Artery Research

Login to get access

Abstract

Background

We evaluated the independent associations of body composition measures on left ventricular ejection fraction (LVEF) and pulse wave arterial stiffness index (PWASI).

Methods

The present analysis included 23,258 individuals (mean age 63 years, 53% women) who participated in the whole body imaging sub-study of the UK Biobank. Associations of body composition measures with each of LVEF and PWASI, after mutual adjustment for one another and potential confounders, were determined using multivariable linear regression.

Results

Among regional body fat measures, higher visceral fat (VAT) was associated with lower LVEF (β = − 0.45; 95% CI − 0.60, − 0.31 per SD) and higher PWASI (β = 0.51; 95% CI 0.38–0.65 per SD). The association between VAT and LVEF was negatively linear but positively linear for PWASI throughout the range of VAT measured. Other regional fat measures and fat-free mass were not significantly associated with either LVEF or PWASI. Central adiposity measures (waist circumference [WC] and waist–hip ratio [WHR]) showed significant inverse association with LVEF (WC: β = − 0.11; 95% CI − 0.21, − 0.01 per SD; WHR β = − 0.25; 95% CI − 0.38, − 0.12 per SD) but positive association with PWASI (WC: β = 0.37; 95% CI 0.28–0.47 per SD; WHR β = 0.39; 95% CI 0.27 − 0.51 per SD) while BMI was not significantly associated with LVEF (β = 0.05; 95% CI − 0.04, 0.14 per SD) but showed weaker positive association with PWASI (β = 0.27; 95% CI 0.18–0.35 per SD).

Conclusions

Excess visceral fat and central adiposity are associated with impaired LV function and increased arterial stiffness which may predispose to heart failure.
Appendix
Available only for authorised users
Literature
1.
go back to reference Neeland IJ, Gupta S, Ayers CR, Turer AT, Rame EJ, Das SR, et al. Relation of regional fat distribution to left ventricular structure and function. Circ Cardiovasc Imaging. 2013;6(5):800–7. PubMedPubMedCentralCrossRef Neeland IJ, Gupta S, Ayers CR, Turer AT, Rame EJ, Das SR, et al. Relation of regional fat distribution to left ventricular structure and function. Circ Cardiovasc Imaging. 2013;6(5):800–7. PubMedPubMedCentralCrossRef
2.
go back to reference Wilner B, Garg S, Ayers CR, Maroules CD, McColl R, Matulevicius SA, et al. Dynamic relation of changes in weight and indices of fat distribution with cardiac structure and function: the Dallas heart study. J Am Heart Assoc. 2017;6(7):1–13. CrossRef Wilner B, Garg S, Ayers CR, Maroules CD, McColl R, Matulevicius SA, et al. Dynamic relation of changes in weight and indices of fat distribution with cardiac structure and function: the Dallas heart study. J Am Heart Assoc. 2017;6(7):1–13. CrossRef
3.
go back to reference Kondamudi N, Thangada N, Patel KV, Ayers C, Chandra A, Berry JD, et al. Regional adiposity, cardiorespiratory fitness, and left ventricular strain: an analysis from the Dallas Heart Study. J Cardiovasc Magn Reson. 2021;23(1):1–10. CrossRef Kondamudi N, Thangada N, Patel KV, Ayers C, Chandra A, Berry JD, et al. Regional adiposity, cardiorespiratory fitness, and left ventricular strain: an analysis from the Dallas Heart Study. J Cardiovasc Magn Reson. 2021;23(1):1–10. CrossRef
4.
go back to reference van Hout MJP, Van DIA, Westenberg JJM, Schalij MJ, Scholte AJHA, Lamb HJ. The impact of visceral and general obesity on vascular and left ventricular function and geometry: a cross-sectional magnetic resonance imaging study of the UK Biobank. Eur Hear J Cardiovasc Imaging. 2020;21:273–81. CrossRef van Hout MJP, Van DIA, Westenberg JJM, Schalij MJ, Scholte AJHA, Lamb HJ. The impact of visceral and general obesity on vascular and left ventricular function and geometry: a cross-sectional magnetic resonance imaging study of the UK Biobank. Eur Hear J Cardiovasc Imaging. 2020;21:273–81. CrossRef
5.
go back to reference Abbasi SA, Hundley WG, Bluemke DA, Jerosch-Herold M, Blankstein R, Petersen SE, et al. Visceral adiposity and left ventricular remodeling: the multi-ethnic study of atherosclerosis. Nutr Metab Cardiovasc Dis. 2015;25(7):667–76. PubMedPubMedCentralCrossRef Abbasi SA, Hundley WG, Bluemke DA, Jerosch-Herold M, Blankstein R, Petersen SE, et al. Visceral adiposity and left ventricular remodeling: the multi-ethnic study of atherosclerosis. Nutr Metab Cardiovasc Dis. 2015;25(7):667–76. PubMedPubMedCentralCrossRef
6.
go back to reference Bello NA, Cheng S, Claggett B, Shah AM, Ndumele CE, Roca GQ, et al. Association of weight and body composition on cardiac structure and function in the ARIC study (atherosclerosis risk in communities). Circ Hear Fail. 2016;9(8):1–7. Bello NA, Cheng S, Claggett B, Shah AM, Ndumele CE, Roca GQ, et al. Association of weight and body composition on cardiac structure and function in the ARIC study (atherosclerosis risk in communities). Circ Hear Fail. 2016;9(8):1–7.
7.
go back to reference Laurent S, Cockcroft J, Van Bortel L, Boutouyrie P, Giannattasio C, Hayoz D, et al. Expert consensus document on arterial stiffness: methodological issues and clinical applications. Eur Heart J. 2006;27(21):2588–605. CrossRef Laurent S, Cockcroft J, Van Bortel L, Boutouyrie P, Giannattasio C, Hayoz D, et al. Expert consensus document on arterial stiffness: methodological issues and clinical applications. Eur Heart J. 2006;27(21):2588–605. CrossRef
8.
go back to reference Abdullah Said M, Eppinga RN, Lipsic E, Verweij N, van der Harst P. Relationship of arterial stiffness index and pulse pressure with cardiovascular disease and mortality. J Am Heart Assoc. 2018;7:1–11. Abdullah Said M, Eppinga RN, Lipsic E, Verweij N, van der Harst P. Relationship of arterial stiffness index and pulse pressure with cardiovascular disease and mortality. J Am Heart Assoc. 2018;7:1–11.
9.
go back to reference Feola M. The influence of arterial stiffness in heart failure: a clinical review. J Geriatr Cardiol. 2021;18(2):135–40. PubMedPubMedCentral Feola M. The influence of arterial stiffness in heart failure: a clinical review. J Geriatr Cardiol. 2021;18(2):135–40. PubMedPubMedCentral
11.
go back to reference Strasser B, Arvandi M, Pasha EP, Haley AP, Stanforth P, Tanaka H. Abdominal obesity is associated with arterial stiffness in middle-aged adults. Nutr Metab Cardiovasc Dis. 2015;25(5):495–502. PubMedCrossRef Strasser B, Arvandi M, Pasha EP, Haley AP, Stanforth P, Tanaka H. Abdominal obesity is associated with arterial stiffness in middle-aged adults. Nutr Metab Cardiovasc Dis. 2015;25(5):495–502. PubMedCrossRef
12.
go back to reference Kim HL, Ahn DW, Kim SH, Lee DS, Yoon SH, Zo JH, et al. Association between body fat parameters and arterial stiffness. Sci Rep. 2021;11(1):1–8. Kim HL, Ahn DW, Kim SH, Lee DS, Yoon SH, Zo JH, et al. Association between body fat parameters and arterial stiffness. Sci Rep. 2021;11(1):1–8.
13.
go back to reference Vandenbroucke JP, von Elm E, Altman DG, Gøtzsche PC, Mulrow CD, Pocock SJ, et al. Strengthening the reporting of observational studies in epidemiology (STROBE): explanation and elaboration. Int J Surg. 2014;12(12):1500–24. PubMedCrossRef Vandenbroucke JP, von Elm E, Altman DG, Gøtzsche PC, Mulrow CD, Pocock SJ, et al. Strengthening the reporting of observational studies in epidemiology (STROBE): explanation and elaboration. Int J Surg. 2014;12(12):1500–24. PubMedCrossRef
14.
go back to reference Fry A, Littlejohns TJ, Sudlow C, Doherty N, Adamska L, Sprosen T, et al. Comparison of sociodemographic and health-related characteristics of UK Biobank participants with those of the general population. Am J Epidemiol. 2017;186(9):1026–34. PubMedPubMedCentralCrossRef Fry A, Littlejohns TJ, Sudlow C, Doherty N, Adamska L, Sprosen T, et al. Comparison of sociodemographic and health-related characteristics of UK Biobank participants with those of the general population. Am J Epidemiol. 2017;186(9):1026–34. PubMedPubMedCentralCrossRef
15.
go back to reference Malden D, Lacey B, Emberson J, Karpe F, Allen N, Bennett D, et al. Body fat distribution and systolic blood pressure in 10,000 adults with whole-body imaging: UK Biobank and Oxford BioBank. Obesity. 2019;27:1200–6. PubMedCrossRef Malden D, Lacey B, Emberson J, Karpe F, Allen N, Bennett D, et al. Body fat distribution and systolic blood pressure in 10,000 adults with whole-body imaging: UK Biobank and Oxford BioBank. Obesity. 2019;27:1200–6. PubMedCrossRef
16.
go back to reference Malden DE. Adiposity and coronary heart disease in the UK Biobank: a prospective cohort study of 500,000 adults. Oxford: University of Oxford; 2020. Malden DE. Adiposity and coronary heart disease in the UK Biobank: a prospective cohort study of 500,000 adults. Oxford: University of Oxford; 2020.
17.
go back to reference Franssen FME, Rutten EPA, Groenen MTJ, Van LE, Wouters EFM, Spruit MA. New reference values for body composition by bioelectrical impedance analysis in the general population: results from the UK Biobank. JAMDA. 2014;15:448.e1-448.e6. PubMed Franssen FME, Rutten EPA, Groenen MTJ, Van LE, Wouters EFM, Spruit MA. New reference values for body composition by bioelectrical impedance analysis in the general population: results from the UK Biobank. JAMDA. 2014;15:448.e1-448.e6. PubMed
18.
go back to reference Littlejohns TJ, Holliday J, Gibson LM, Garratt S, Oesingmann N, Alfaro-almagro F, et al. The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions. Nat Commun. 2020;11:1–12. CrossRef Littlejohns TJ, Holliday J, Gibson LM, Garratt S, Oesingmann N, Alfaro-almagro F, et al. The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions. Nat Commun. 2020;11:1–12. CrossRef
19.
go back to reference West J, Leinhard OD, Romu T, Collins R, Garratt S, Bell JD, et al. Feasibility of MR-based body composition analysis in large scale population studies. PLoS ONE. 2016;11(9):1–14. CrossRef West J, Leinhard OD, Romu T, Collins R, Garratt S, Bell JD, et al. Feasibility of MR-based body composition analysis in large scale population studies. PLoS ONE. 2016;11(9):1–14. CrossRef
20.
go back to reference Sollinger D, Mohaupt MG, Wilhelm A, Uehlinger D, Frey FJ, Eisenberger U. Arterial stiffness assessed by digital volume pulse correlates with comorbidity in patients with ESRD. Am J Kidney Dis. 2006;48(3):456–63. PubMedCrossRef Sollinger D, Mohaupt MG, Wilhelm A, Uehlinger D, Frey FJ, Eisenberger U. Arterial stiffness assessed by digital volume pulse correlates with comorbidity in patients with ESRD. Am J Kidney Dis. 2006;48(3):456–63. PubMedCrossRef
21.
go back to reference Millasseau SC, Kelly RP, Ritter JM, Chowienczyk PJ. Determination of age-related increases in large artery stiffness by digital pulse contour analysis. Clin Sci. 2002;103(4):371–7. CrossRef Millasseau SC, Kelly RP, Ritter JM, Chowienczyk PJ. Determination of age-related increases in large artery stiffness by digital pulse contour analysis. Clin Sci. 2002;103(4):371–7. CrossRef
22.
go back to reference Alty SR, Angarita-Jaimes N, Millasseau SC, Chowienczyk PJ. Predicting arterial stiffness from the digital volume pulse waveform. IEEE Trans Biomed Eng. 2007;54(12):2268–75. PubMedCrossRef Alty SR, Angarita-Jaimes N, Millasseau SC, Chowienczyk PJ. Predicting arterial stiffness from the digital volume pulse waveform. IEEE Trans Biomed Eng. 2007;54(12):2268–75. PubMedCrossRef
23.
go back to reference Frost C, Thompson SG. Correcting for regression dilution bias: comparison of methods for a single predictor variable. J R Stat Soc Ser A (Stat Soc). 2000;163(2):173–89. CrossRef Frost C, Thompson SG. Correcting for regression dilution bias: comparison of methods for a single predictor variable. J R Stat Soc Ser A (Stat Soc). 2000;163(2):173–89. CrossRef
24.
go back to reference Clarke R, Shipley M, Lewington S, Youngman L, Collins R, Marmot M, et al. Underestimation of risk associations due to regression dilution in long-term follow-up of prospective studies. Am J Epidemiol. 1999;150(4):341–53. PubMedCrossRef Clarke R, Shipley M, Lewington S, Youngman L, Collins R, Marmot M, et al. Underestimation of risk associations due to regression dilution in long-term follow-up of prospective studies. Am J Epidemiol. 1999;150(4):341–53. PubMedCrossRef
25.
go back to reference Clarke R, Emberson JR, Breeze E, Casas JP, Parish S, Hingorani AD, et al. Biomarkers of inflammation predict both vascular and non-vascular mortality in older men. Eur Heart J. 2008;29(6):800–9. PubMedCrossRef Clarke R, Emberson JR, Breeze E, Casas JP, Parish S, Hingorani AD, et al. Biomarkers of inflammation predict both vascular and non-vascular mortality in older men. Eur Heart J. 2008;29(6):800–9. PubMedCrossRef
26.
go back to reference Alegre-Díaz J, Herrington W, López-Cervantes M, Gnatiuc L, Ramirez R, Hill M, et al. Diabetes and cause-specific mortality in Mexico City. N Engl J Med. 2016;375(20):1961–71. PubMedPubMedCentralCrossRef Alegre-Díaz J, Herrington W, López-Cervantes M, Gnatiuc L, Ramirez R, Hill M, et al. Diabetes and cause-specific mortality in Mexico City. N Engl J Med. 2016;375(20):1961–71. PubMedPubMedCentralCrossRef
27.
go back to reference Turkbey EB, McClelland RL, Kronmal RA, Burke GL, Bild DE, Tracy RP, et al. The impact of obesity on the left ventricle. The multi-ethnic study of atherosclerosis (MESA). JACC Cardiovasc Imaging. 2010;3(3):266–74. PubMedPubMedCentralCrossRef Turkbey EB, McClelland RL, Kronmal RA, Burke GL, Bild DE, Tracy RP, et al. The impact of obesity on the left ventricle. The multi-ethnic study of atherosclerosis (MESA). JACC Cardiovasc Imaging. 2010;3(3):266–74. PubMedPubMedCentralCrossRef
28.
go back to reference Lascaris B, Pouwels S, Houthuizen P, Dekker LR, Nienhuijs SW, Bouwman RA, et al. Cardiac structure and function before and after bariatric surgery: a clinical overview. Clin Obes. 2018;8(6):434–43. PubMedCrossRef Lascaris B, Pouwels S, Houthuizen P, Dekker LR, Nienhuijs SW, Bouwman RA, et al. Cardiac structure and function before and after bariatric surgery: a clinical overview. Clin Obes. 2018;8(6):434–43. PubMedCrossRef
29.
go back to reference Hansen TW, Staessen JA, Torp-pedersen C, Rasmussen S, Thijs L, Ibsen H, et al. Prognostic value of aortic pulse wave velocity as index of arterial stiffness in the general population. Circulation. 2006;113:664–70. CrossRef Hansen TW, Staessen JA, Torp-pedersen C, Rasmussen S, Thijs L, Ibsen H, et al. Prognostic value of aortic pulse wave velocity as index of arterial stiffness in the general population. Circulation. 2006;113:664–70. CrossRef
30.
go back to reference Boutouyrie P, Chowienczyk P, Humphrey JD, Mitchell GF. Arterial stiffness and cardiovascular risk in hypertension. Circ Res. 2021;128:864–86. PubMedCrossRef Boutouyrie P, Chowienczyk P, Humphrey JD, Mitchell GF. Arterial stiffness and cardiovascular risk in hypertension. Circ Res. 2021;128:864–86. PubMedCrossRef
31.
go back to reference Mitchell GF, Hwang SJ, Vasan RS, Larson MG, Pencina MJ, Hamburg NM, et al. Arterial stiffness and cardiovascular events the Framingham Heart Study. Circulation. 2010;121:505–11. PubMedPubMedCentralCrossRef Mitchell GF, Hwang SJ, Vasan RS, Larson MG, Pencina MJ, Hamburg NM, et al. Arterial stiffness and cardiovascular events the Framingham Heart Study. Circulation. 2010;121:505–11. PubMedPubMedCentralCrossRef
32.
go back to reference Vlachopoulos C, Aznaouridis K, Stefanadis C. Prediction of cardiovascular events and all-cause mortality with arterial stiffness a systematic review and meta-analysis Charalambos. J Am Coll Cardiol. 2010;55(13):1318–27. PubMedCrossRef Vlachopoulos C, Aznaouridis K, Stefanadis C. Prediction of cardiovascular events and all-cause mortality with arterial stiffness a systematic review and meta-analysis Charalambos. J Am Coll Cardiol. 2010;55(13):1318–27. PubMedCrossRef
33.
go back to reference Jacobs DR, Daniels LB, Darwin C, Sibley C, Bluemke DA, Lima JAC. Proximal aortic distensibility is an independent predictor of all-cause mortality and incident CV Events. J Am Coll Cardiol. 2014;64(24):2619–29. PubMedPubMedCentralCrossRef Jacobs DR, Daniels LB, Darwin C, Sibley C, Bluemke DA, Lima JAC. Proximal aortic distensibility is an independent predictor of all-cause mortality and incident CV Events. J Am Coll Cardiol. 2014;64(24):2619–29. PubMedPubMedCentralCrossRef
34.
go back to reference Ben-Shlomo Y, Spears M, Boustred C, May M, Anderson SG, Benjamin EJ, et al. Aortic pulse wave velocity improves cardiovascular event prediction an individual participant meta-analysis of prospective observational data from 17,635 subjects. J Am Coll Cardiol. 2014;63(7):636–46. PubMedCrossRef Ben-Shlomo Y, Spears M, Boustred C, May M, Anderson SG, Benjamin EJ, et al. Aortic pulse wave velocity improves cardiovascular event prediction an individual participant meta-analysis of prospective observational data from 17,635 subjects. J Am Coll Cardiol. 2014;63(7):636–46. PubMedCrossRef
35.
go back to reference Sutton-Tyrrell K, Newman A, Simonsick EM, Havlik R, Pahor M, Lakatta E, et al. Aortic stiffness is associated with visceral adiposity in older adults enrolled in the study of health, aging, and body composition. Hypertension. 2001;38:429–33. PubMedCrossRef Sutton-Tyrrell K, Newman A, Simonsick EM, Havlik R, Pahor M, Lakatta E, et al. Aortic stiffness is associated with visceral adiposity in older adults enrolled in the study of health, aging, and body composition. Hypertension. 2001;38:429–33. PubMedCrossRef
36.
go back to reference Higgins S, Kindler JM, Zemel BS, Khoury PR, Urbina EM. Visceral fat and arterial stiffness in youth with healthy weight, obesity, and type 2 diabetes. Pediatr Obes. 2022;17:1–8. CrossRef Higgins S, Kindler JM, Zemel BS, Khoury PR, Urbina EM. Visceral fat and arterial stiffness in youth with healthy weight, obesity, and type 2 diabetes. Pediatr Obes. 2022;17:1–8. CrossRef
37.
go back to reference Safar ME, Czernichow S, Blacher J. Obesity, arterial stiffness, and cardiovascular risk. J Am Soc Nephrol. 2006;17:109–11. CrossRef Safar ME, Czernichow S, Blacher J. Obesity, arterial stiffness, and cardiovascular risk. J Am Soc Nephrol. 2006;17:109–11. CrossRef
38.
go back to reference Lee JJ, Pedley A, Hoffmann U, Massaro JM, Levy D, Long MT. Visceral and Intrahepatic fat are associated with cardiometabolic risk factors above other ectopic fat depots: The Framingham heart study. Am J Med. 2018;131(6):684-692.e12. PubMedPubMedCentralCrossRef Lee JJ, Pedley A, Hoffmann U, Massaro JM, Levy D, Long MT. Visceral and Intrahepatic fat are associated with cardiometabolic risk factors above other ectopic fat depots: The Framingham heart study. Am J Med. 2018;131(6):684-692.e12. PubMedPubMedCentralCrossRef
39.
go back to reference Raheem J, Sliz E, Shin J, Holmes MV, Pike GB, Richer L, et al. Visceral adiposity is associated with metabolic profiles predictive of type 2 diabetes and myocardial infarction. Commun Med. 2022;2(1):1–7. CrossRef Raheem J, Sliz E, Shin J, Holmes MV, Pike GB, Richer L, et al. Visceral adiposity is associated with metabolic profiles predictive of type 2 diabetes and myocardial infarction. Commun Med. 2022;2(1):1–7. CrossRef
40.
go back to reference Rosenquist KJ, Pedley A, Massaro JM, Therkelsen KE, Murabito JM, Hoffmann U, et al. Visceral and subcutaneous fat quality and cardiometabolic risk. JACC Cardiovasc Imaging. 2013;6(7):762–71. PubMedPubMedCentralCrossRef Rosenquist KJ, Pedley A, Massaro JM, Therkelsen KE, Murabito JM, Hoffmann U, et al. Visceral and subcutaneous fat quality and cardiometabolic risk. JACC Cardiovasc Imaging. 2013;6(7):762–71. PubMedPubMedCentralCrossRef
41.
go back to reference Després JP. Body fat distribution and risk of cardiovascular disease: an update. Circulation. 2012;126(10):1301–13. PubMedCrossRef Després JP. Body fat distribution and risk of cardiovascular disease: an update. Circulation. 2012;126(10):1301–13. PubMedCrossRef
42.
go back to reference Elffers T, De Mutsert R, Lamb HJ, De Roos A, Willemsvandijk JAP(Ko), Rosendaal FR, et al. Body fat distribution, in particular visceral fat, is associated with cardiometabolic risk factors in women with obesity. Atherosclerosis. 2017;263:e175. CrossRef Elffers T, De Mutsert R, Lamb HJ, De Roos A, Willemsvandijk JAP(Ko), Rosendaal FR, et al. Body fat distribution, in particular visceral fat, is associated with cardiometabolic risk factors in women with obesity. Atherosclerosis. 2017;263:e175. CrossRef
43.
go back to reference Sawaki D, Czibik G, Pini M, Ternacle J, Suffee N, Mercedes R, et al. Visceral adipose tissue drives cardiac aging through modulation of fibroblast senescence by osteopontin production. Circulation. 2018;138(8):809–22. PubMedCrossRef Sawaki D, Czibik G, Pini M, Ternacle J, Suffee N, Mercedes R, et al. Visceral adipose tissue drives cardiac aging through modulation of fibroblast senescence by osteopontin production. Circulation. 2018;138(8):809–22. PubMedCrossRef
44.
go back to reference Benetos A, Waeber B, Izzo J, Mitchell G, Resnick L, Asmar R, et al. Influence of age, risk factors, and cardiovascular and renal disease on arterial stiffness: clinical applications. Am J Hypertens. 2002;15:1101–8. PubMedCrossRef Benetos A, Waeber B, Izzo J, Mitchell G, Resnick L, Asmar R, et al. Influence of age, risk factors, and cardiovascular and renal disease on arterial stiffness: clinical applications. Am J Hypertens. 2002;15:1101–8. PubMedCrossRef
45.
go back to reference Ooi H, Chung W, Biolo A. Arterial stiffness and vascular load in heart failure. Congest Hear Fail. 2008;14:31–6. CrossRef Ooi H, Chung W, Biolo A. Arterial stiffness and vascular load in heart failure. Congest Hear Fail. 2008;14:31–6. CrossRef
46.
go back to reference Chi C, Liu Y, Xu Y, Xu D. Association between arterial stiffness and heart failure with preserved ejection fraction. Front Cardiovasc Med. 2021;8:1–6. CrossRef Chi C, Liu Y, Xu Y, Xu D. Association between arterial stiffness and heart failure with preserved ejection fraction. Front Cardiovasc Med. 2021;8:1–6. CrossRef
47.
go back to reference Pandey A, Khan H, Newman AB, Lakatta EG, Forman DE, Butler J, et al. Arterial stiffness and risk of overall heart failure, heart failure with preserved ejection fraction, and heart failure with reduced ejection fraction the Health ABC study (health, aging, and body composition). Hypertension. 2017;69:267–74. PubMedCrossRef Pandey A, Khan H, Newman AB, Lakatta EG, Forman DE, Butler J, et al. Arterial stiffness and risk of overall heart failure, heart failure with preserved ejection fraction, and heart failure with reduced ejection fraction the Health ABC study (health, aging, and body composition). Hypertension. 2017;69:267–74. PubMedCrossRef
48.
go back to reference Schott A, Kluttig A, Mikolajczyk R, Greiser KH, Werdan K, Sedding D, et al. Association of arterial stiffness and heart failure with preserved ejection fraction in the elderly population—results from the CARLA study. J Hum Hypertens. 2023;37:463–71. PubMedCrossRef Schott A, Kluttig A, Mikolajczyk R, Greiser KH, Werdan K, Sedding D, et al. Association of arterial stiffness and heart failure with preserved ejection fraction in the elderly population—results from the CARLA study. J Hum Hypertens. 2023;37:463–71. PubMedCrossRef
49.
go back to reference Sundström J, Bruze G, Ottosson J, Marcus C, Näslund I, Neovius M. Weight loss and heart failure: a nationwide study of gastric bypass surgery versus intensive lifestyle treatment. Circulation. 2017;135(17):1577–85. PubMedPubMedCentralCrossRef Sundström J, Bruze G, Ottosson J, Marcus C, Näslund I, Neovius M. Weight loss and heart failure: a nationwide study of gastric bypass surgery versus intensive lifestyle treatment. Circulation. 2017;135(17):1577–85. PubMedPubMedCentralCrossRef
50.
go back to reference Patel KV, Bahnson JL, Gaussoin SA, Johnson KC, Pi-Sunyer X, White U, et al. Association of baseline and longitudinal changes in body composition measures with risk of heart failure and myocardial infarction in type 2 diabetes: findings from the Look AHEAD Trial. Circulation. 2020;142:2420–30. PubMedPubMedCentralCrossRef Patel KV, Bahnson JL, Gaussoin SA, Johnson KC, Pi-Sunyer X, White U, et al. Association of baseline and longitudinal changes in body composition measures with risk of heart failure and myocardial infarction in type 2 diabetes: findings from the Look AHEAD Trial. Circulation. 2020;142:2420–30. PubMedPubMedCentralCrossRef
51.
go back to reference Yu H, Chen J, Lu J, Bao Y, Tu Y, Zhang L, et al. Decreased visceral fat area correlates with improved arterial stiffness after Roux-en-Y gastric bypass in Chinese obese patients with type 2 diabetes mellitus: a 12-month follow-up. Surg Obes Relat Dis. 2016;12(3):550–5. PubMedCrossRef Yu H, Chen J, Lu J, Bao Y, Tu Y, Zhang L, et al. Decreased visceral fat area correlates with improved arterial stiffness after Roux-en-Y gastric bypass in Chinese obese patients with type 2 diabetes mellitus: a 12-month follow-up. Surg Obes Relat Dis. 2016;12(3):550–5. PubMedCrossRef
Metadata
Title
Body Fat Distribution, Fat-Free Mass and Cardiovascular Function in the UK Biobank
Authors
Ayodipupo S. Oguntade
Ben Lacey
Hannah Taylor
Sarah Lewington
Publication date
20-11-2023
Publisher
Springer Netherlands
Keywords
Obesity
Obesity
Published in
Artery Research
Electronic ISSN: 1876-4401
DOI
https://doi.org/10.1007/s44200-023-00039-z