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Abdominal Visceral and Subcutaneous Adipose Tissue Compartments: Association With Metabolic Risk Factors in the Framingham Heart Study
Abstract
Background— Visceral adipose tissue (VAT) compartments may confer increased metabolic risk. The incremental utility of measuring both visceral and subcutaneous abdominal adipose tissue (SAT) in association with metabolic risk factors and underlying heritability has not been well described in a population-based setting. Methods and Results— Participants (n=3001) were drawn from the Framingham Heart Study (48% women; mean age, 50 years), were free of clinical cardiovascular disease, and underwent multidetector computed tomography assessment of SAT and VAT volumes between 2002 and 2005. Metabolic risk factors were examined in relation to increments of SAT and VAT after multivariable adjustment. Heritability was calculated using variance-components analysis. Among both women and men, SAT and VAT were significantly associated with blood pressure, fasting plasma glucose, triglycerides, and high-density lipoprotein cholesterol and with increased odds of hypertension, impaired fasting glucose, diabetes mellitus, and metabolic syndrome ( P range <0.01). In women, relations between VAT and risk factors were consistently stronger than in men. However, VAT was more strongly correlated with most metabolic risk factors than was SAT. For example, among women and men, both SAT and VAT were associated with increased odds of metabolic syndrome. In women, the odds ratio (OR) of metabolic syndrome per 1–standard deviation increase in VAT (OR, 4.7) was stronger than that for SAT (OR, 3.0; P for difference between SAT and VAT <0.0001); similar differences were noted for men (OR for VAT, 4.2; OR for SAT, 2.5). Furthermore, VAT but not SAT contributed significantly to risk factor variation after adjustment for body mass index and waist circumference ( P ≤0.01). Among overweight and obese individuals, the prevalence of hypertension, impaired fasting glucose, and metabolic syndrome increased linearly and significantly across increasing VAT quartiles. Heritability values for SAT and VAT were 57% and 36%, respectively. Conclusions— Although both SAT and VAT are correlated with metabolic risk factors, VAT remains more strongly associated with an adverse metabolic risk profile even after accounting for standard anthropometric indexes. Our findings are consistent with the hypothesized role of visceral fat as a unique, pathogenic fat depot. Measurement of VAT may provide a more complete understanding of metabolic risk associated with variation in fat distribution.
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“Body fat has better predictive validity on the development of the metabolic syndrome192 and cardiovascular disease risk193 than BMI.”
From Sarcopenic obesity in older adults: aetiology, epidemiology and treatment strategies (2018) · cites this paper as [192]
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“Moreover, ectopic fat depots, such as epicardial and perivascular fat, might exert local pathogenic effects on heart and blood vessels.[7][8][9]”
From Semaglutide and cardiovascular outcomes by baseline and changes in adiposity measurements: a prespecified analysis of the SELECT trial (2025) · cites this paper as [7]
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“In addition to the association between triglyceride levels and BMI, the Framingham Heart Study 155 reported strong associations of triglyceride levels with both subcutaneous abdominal adipose tissue and visceral adipose tissue in men and women (mean age 50 years).”
From Triglycerides and Cardiovascular Disease: A Scientific Statement From the American Heart Association (2011) · cites this paper as [155]
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“Thus, although it is clear that excess adiposity is associated with elevated triglyceride levels, visceral adiposity is a greater contributor than subcutaneous adipose tissue.155,156”
From Triglycerides and Cardiovascular Disease: A Scientific Statement From the American Heart Association (2011) · cites this paper as [155]
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“Furthermore, although visceral fat accumulation has been convincingly shown to be an independent predictor of metabolic risk factors (14), the contribution of visceral fat area (VFA) to the serum FGF21 level in humans is poorly understood.”
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“Meanwhile, a few studies reported a close relationship between abdominal obesity and risk factors for these metabolic diseases (6).”
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“Regional fat depots may confer differential cardiovascular disease (CVD) risk, with visceral adipose tissue (VAT) volume more closely associated with CVD risk factors than subcutaneous adipose tissue (SAT) volume (1).”
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Circulating Blood Monocyte Subclasses and Lipid-Laden Adipose Tissue Macrophages in Human Obesity
Pecht, T., Haim, Y., Bashan, N., Shapiro, H., Harman‐Boehm, I., Kirshtein, B., Clément, K., Shai, I., & Rudich, A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0159350 · Cited by 40
“Our study may also suggest some clinically-relevant insights: adipose tissue inflammation, particularly of visceral depots, is strongly implicated as a signature of obesity phenotype(s) with high cardiometabolic risk [30, 31].”
BackgroundLian, X., & Gollasch, M. (2016) · Current Hypertension Reports · doi:10.1007/s11906-016-0692-z · Cited by 39
Higuchi, S., Kabeya, Y., & Kato, K. (2017) · Atherosclerosis · doi:10.1016/j.atherosclerosis.2017.03.001 · Cited by 37
Ulbrich, E. J., Nanz, D., Leinhard, O. D., Marcon, M., & Fischer, M. A. (2017) · Magnetic Resonance in Medicine · doi:10.1002/mrm.26676 · Cited by 38
Covassin, N., Kuniyoshi, F. H. S., Singh, P., Romero‐Corral, A., Davison, D. E., López-Jiménez, F. A., Jensen, M. D., & Somers, V. K. (2018) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2017.12.012 · Cited by 38
Cho, G. J., Yoo, H. J., Hwang, S. Y., Choi, J. H., Lee, K., Choi, K. M., Baik, S. H., Han, S. W., & Kim, T. (2018) · BMC Medicine · doi:10.1186/s12916-018-1114-7 · Cited by 39
“visceral adipose tissue, the body composition component that most strongly causes metabolic disturbances [6].”
BackgroundRønn, P. F., Andersen, G. S., Lauritzen, T., Christensen, D. L., Aadahl, M., Carstensen, B., Grarup, N., & Jørgensen, M. E. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-038071 · Cited by 40
Rozenberg, D., Orsso, C. E., Chohan, K., Orchanian‐Cheff, A., Nourouzpour, S., Nicholson, J. M., Elangeswaran, B., Vagaon, A., Fidler, L. M., Singer, L. G., et al. (2020) · Transplant International · doi:10.1111/tri.13749 · Cited by 39
“However, our understanding of the adipose tissue stores is evolving as abdominal VAT has been conceptualized as the more metabolically active tissue previously associated with increased cardiometabolic risk factors [60,61], increased frailty in LTx candidates [56], and increased limb muscle adiposity [62,63].”
BackgroundAssociation of Cardiometabolic Disease With Cancer in the Community
Liu, E. E., Suthahar, N., Paniagua, S. M., Wang, D., Lau, E. S., Li, S. X., Jovani, M., Takvorian, K. S., Kreger, B. E., Benjamin, E. J., et al. (2022) · JACC CardioOncology · doi:10.1016/j.jaccao.2022.01.095 · Cited by 39
“A subset of FHS participants attending Offspring Cohort examination 7 (1998-2001) and Third Generation Cohort examination 1 (N 1⁄4 3,077) underwent multidetector computed tomographic (CT) assessment of various adipose depots as previously described (LightSpeed Ultra, GE Medical Systems; details are provided in the Sup…”
MethodSelf-citationCardiorespiratory fitness and metabolic risk factors in obesity
Hamer, M., & O’Donovan, G. (2010) · Current Opinion in Lipidology · doi:10.1097/mol.0b013e328331dd21 · Cited by 37
Visceral adipose tissue is significantly associated with hearing thresholds in adult women
Kim, T. S., Park, S. W., Kim, D. Y., Kim, E. B., Chung, J. W., & So, H. (2013) · Clinical Endocrinology · doi:10.1111/cen.12184 · Cited by 38
Characteristics of Obesity and Its Related Disorders in China
Jia, W., Wang, C., Jiang, S., & Pan, J. (2010) · Biomedical and Environmental Sciences · doi:10.1016/s0895-3988(10)60025-6 · Cited by 43
Visceral and Subcutaneous Adiposity and Adiponectin in Middle‐aged Japanese Men: The ERA JUMP Study
Nakamura, Y., Sekikawa, A. M., Kadowaki, T., Kadota, A., Kadowaki, S., Maegawa, H., Kita, Y., Evans, R. G., Edmundowicz, D., Curb, J. D., et al. (2009) · Obesity · doi:10.1038/oby.2009.3 · Cited by 38
Kaess, B. M., Jozwiak, J. J., Mastej, M., Lukas, W., Grzeszczak, W., Windak, A., Piwowarska, W., Tykarski, A., Konduracka, E., Rygiel, K., et al. (2009) · Heart · doi:10.1136/hrt.2009.171520 · Cited by 38
Hvid, T., Winding, K. M., Rinnov, A., Dejgaard, T. F., Thomsen, C., Iversen, P., Brasso, K., Mikines, K. J., van Hall, G., Lindegaard, B., et al. (2013) · Endocrine Related Cancer · doi:10.1530/erc-12-0393 · Cited by 38
“Visceral adiposity per se may be an independent risk factor for the development of insulin resistance, type 2 diabetes, and features of the metabolic syndrome (Fox et al. 2007).”
BackgroundHypertriglyceridemia: the importance of identifying patients at risk
Kushner, P. A., & Cobble, M. E. (2016) · Postgraduate Medicine · doi:10.1080/00325481.2016.1243005 · Cited by 47
“Analysis of National Health and Nutrition Examination Survey data has found a strong correlation between obesity and increased TG levels, and data from the Framingham Heart Study found that visceral adiposity (adipose tissue in the abdominal cavity) is more strongly associated with hypertriglyceridemia than subcutaneo…”
BackgroundObesity-Related Kidney Disease: Current Understanding and Future Perspectives
Kreiner, F. F., Schytz, P. A., Heerspink, H. J. L., von Scholten, B. J., & Idorn, T. (2023) · Biomedicines · doi:10.3390/biomedicines11092498 · Cited by 40
“Waist circumference is often used to gauge visceral adiposity, which is especially associated with a poor prognosis [10,12].”
BackgroundWang, J., Guan, J., Huang, L., Li, X., Huang, B., Feng, J., Zhang, Y., & Zhang, J. (2023) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2023.10.034 · Cited by 39
Farb, M. G., Tiwari, S., Karki, S., Ngo, D. T. M., Carmine, B. J., Hess, D. T., Zuriaga, M. A., Walsh, K. X., Fetterman, J. L., Hamburg, N. M., et al. (2013) · Obesity · doi:10.1002/oby.20505 · Cited by 37
“Central obesity and accumulation of intra-abdominal visceral fat, in particular, have been closely linked to cardiometabolic risk, possibly owing to increased elaboration of proatherogenic mediators from the visceral compartment (3-5).”
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Self-citationSeven, E., Thuesen, B. H., Linneberg, A. R., & Jeppesen, J. (2016) · Hypertension · doi:10.1161/hypertensionaha.116.07306 · Cited by 37
“Abdominal adipose tissue is manifested in the subcutaneous and visceral tissues, with visceral adipose tissue (VAT) considered being more harmful than subcutaneous abdominal adipose tissue (SAT).(4) VAT is highly metabolically active and produces a variety of substances, for example interleukin-6 (IL-6), which contrib…”
BackgroundNew actions of an old friend: perivascular adipose tissue's adrenergic mechanisms
Ayala‐Lopez, N., & Watts, S. W. (2016) · British Journal of Pharmacology · doi:10.1111/bph.13663 · Cited by 35
“Increased visceral fat mass correlates with increased arterial pressure (Fox et al., 2007).”
BackgroundLee, S., & Pickhardt, P. J. (2017) · Clinical Reviews in Bone and Mineral Metabolism · doi:10.1007/s12018-017-9235-7 · Cited by 37
“CT measurements of visceral fat have also been linked to the presence of metabolic disease risk factors [40, 41].”
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General and Organ Fat Assessed by Magnetic Resonance Imaging and Respiratory Outcomes in Childhood
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“The distinction of subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT) is important because the two types of fat accumulation are associated with different metabolic risks (10-12).”
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Significance of Adipose Tissue Maintenance in Patients Undergoing Hemodialysis
Okuno, S. (2021) · Nutrients · doi:10.3390/nu13061895 · Cited by 36
“found that visceral adipose tissue but not subcutaneous abdominal adipose tissue, both determined by CT results, contributed significantly to metabolic risk factors, after adjustments for covariant factors, including BMI [85].”
BackgroundDifferences in Risk Factors for Coronary Atherosclerosis According to Sex
Kim, H. (2024) · Journal of Lipid and Atherosclerosis · doi:10.12997/jla.2024.13.2.97 · Cited by 40
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“risk factor for death in the world [3].”
Background
Metadata
- Authors
- Fox, C. S., Massaro, J. M., Hoffmann, U., Pou, K. M., Maurovich-Horvat, P., Liu, C.-Y., Vasan, R. S., Murabito, J. M., Meigs, J. B., Cupples, L. A., D’Agostino, R. B., & O’Donnell, C. J.
- Affiliations
- Boston University (US)
- From the National Heart, Lung and Blood Institute’s Framingham Heart Study (C.S.F., C.J.O.), Framingham, Mass; Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine (C.S.F., K.M.P.), Brigham and Women’s Hospital and Harvard Medical School, Boston, Mass; Boston University, Department of Mathematics (J.M.M.; R.B.D.) and School of Public Health, Division of Biostatistics (C.-Y.L., L.A.C.), Boston, Mass; Radiology Department (U.H.) and Department of Medicine (J.B.M., C.J.O.),...
- ORCID
- Venue
- Circulation
- Published
- 2007-07-03
- Volume
- 116
- Issue
- 1
- Pages
- 39-48
- ISSN
- 0009-7322 (ISSN-L)
- 1524-4539
- OpenAlex
- W1989400130
- Cited by
- 2,882
- References
- 78
- Citations by year
- 2026: 102 · 2025: 163 · 2024: 172 · 2023: 164 · 2022: 190 · 2021: 196 · 2020: 162 · 2019: 161 · 2018: 161 · 2017: 157 · 2016: 182 · 2015: 182 · 2014: 184 · 2013: 151 · 2012: 124
- FWCI
- 68.66
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Circulation (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (n01hc25195-41-0-1)
- National Heart, Lung, and Blood Institute (N01‐HC25195, K24HL004334)
- National Institute of Diabetes and Digestive and Kidney Diseases (T32DK007529)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Disease and Adiposity
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Adipokines, Inflammation, and Metabolic Diseases
- Keywords
- visceral adipose tissue, subcutaneous adipose tissue, metabolic risk factors, metabolic syndrome, sex differences, hypertension, impaired fasting glucose, diabetes mellitus, body fat distribution, obesity, body mass index, waist circumference
- MeSH terms
- Adult, Calcium, Cardiovascular Diseases, Coronary Disease, Diabetes Mellitus, Female, Humans, Hypercholesterolemia, Hyperglycemia, Hypertension, Male, Middle Aged, Obesity, Organ Size, Risk, Sex Factors, United States, Hypertriglyceridemia, Cohort Studies, Comorbidity, Body Mass Index, Glucose Intolerance, Metabolic Syndrome, Tomography, Spiral Computed, Intra-Abdominal Fat, Overweight, Subcutaneous Fat, Abdominal
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