Body fat distribution is more predictive of all‐cause mortality than overall adiposity
Abstract
Aims: The relationship between directly measured body fat and all‐cause mortality has been rarely studied. The aim of this study was to evaluate the predictive significance of computed tomography ( CT )‐measured body fat, including both visceral fat area ( VFA ) and subcutaneous fat area ( SFA ), for mortality. Methods: The study included 36 656 participants who underwent abdominal CT as part of a health check‐up at a single university‐affiliated healthcare center in 2007 to 2015. Of those, 32 593 participants with data regarding vital status as of M ay 2016 were included in the final analysis. The main factors evaluated were VFA , SFA and visceral‐to‐subcutaneous fat area ratio ( VSR ), and the primary outcome was all‐cause mortality. Results: There were 253 deaths during a mean follow‐up of 5.7 years. Increased SFA was associated with decreased all‐cause mortality, whereas an increased VFA and VSR were related to increased all‐cause mortality. Compared with the predictive power of body mass index ( BMI ), SFA and VSR showed a larger area under the curve than did BMI . In K aplan– M eier survival curve analysis, increased SFA and VSR were associated with decreased and increased hazard of all‐cause death, respectively. However, in multivariate C ox proportional hazard regression analysis, only VSR was independently associated with all‐cause mortality. Moreover, this relationship was paralleled by the harmful impact of increased VSR on metabolic profiles. Conclusion: Increased VSR was an independent predictor of all‐cause mortality. This suggests that the location of fat deposits may be more important than the actual amount of body fat.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Mortality is more closely linked with the ratio of visceral to subcutaneous fat than with overall adiposity.
“In fact, mortality is more closely linked with the ratio of visceral to subcutaneous fat than with overall adiposity [7].”
From The discriminatory ability of the body roundness index and body mass index for metabolic diseases in Korean adults: a comparative study (2025) · cites this paper as [7]
Cites
A New Equation to Estimate Glomerular Filtration Rate
Levey, A. S., Stevens, L. A., Schmid, C. H., Zhang, Y. (., Castro, A. F., Feldman, H. I., Kusek, J. W., Eggers, P., Van Lente, F., Greene, T., et al. (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-150-9-200905050-00006 · Cited by 25,603 · see citing works
Obesity and Cardiovascular Disease
Lavie, C. J., Milani, R. V., & Ventura, H. O. (2009) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2008.12.068 · Cited by 2,326 · see citing works
Body-mass index and mortality among 1.46 million white adults
Berrington de Gonzalez, A., Hartge, P., Cerhan, J. R., Flint, A. J., Hannan, L., MacInnis, R. J., Moore, S. C., Tobias, G. S., Anton-Culver, H., Freeman, L. B., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1000367 · Cited by 2,317 · see citing works
Obesity and Diabetes in the Developing World — A Growing Challenge
Hossain, P., Kawar, B., & El Nahas, M. (2007) · New England Journal of Medicine · doi:10.1056/nejmp068177 · Cited by 2,200 · see citing works
Epidemic obesity and type 2 diabetes in Asia
Yoon, K.-H., Lee, J.-H., Kim, J.-W., Cho, J. H., Choi, Y.-H., Ko, S.-H., Zimmet, P., & Son, H.-Y. (2006) · The Lancet · doi:10.1016/s0140-6736(06)69703-1 · Cited by 1,580 · see citing works
Self-citationGarofalo, C., Borrelli, S., Minutolo, R., Chiodini, P., De Nicola, L., & Conte, G. (2017) · Kidney International · doi:10.1016/j.kint.2016.12.013 · Cited by 363 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Venkatesh, V. S., Grossmann, M., Zajac, J. D., & Davey, R. A. (2022) · Obesity Reviews · doi:10.1111/obr.13429 · Cited by 22 · see citing works
Yoon, S. J., & Kwon, H.-J. (2025) · Epidemiology and Health · doi:10.4178/epih.e2025069
“In fact, mortality is more closely linked with the ratio of visceral to subcutaneous fat than with over-all adiposity [7].”
- Authors
- Lee, S. W., Son, J. Y., Kim, J. M., Hwang, S., Han, J. S., & Heo, N. J.
- Affiliations
- Seoul National University (KR)
- Seoul National University Hospital (KR)
- Eulji University (KR)
- Corresponding author
- Heo, Nam Ju
- Venue
- Diabetes, Obesity and Metabolism
- Publisher
- Wiley
- Published
- 2017-08-11
- Volume
- 20
- Issue
- 1
- Pages
- 141-147
- ISSN
- 1462-8902 (ISSN-L)
- 1463-1326
- OpenAlex
- W2726109387
- Cited by
- 140
- References
- 6
- Citations by year
- 2026: 10 · 2025: 27 · 2024: 14 · 2023: 19 · 2022: 21 · 2021: 15 · 2020: 11 · 2019: 9 · 2018: 11 · 2017: 3
- FWCI
- 6.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetes Obesity and Metabolism (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Body Composition Measurement Techniques
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Disease and Adiposity
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- body fat distribution, all-cause mortality, visceral fat area, subcutaneous fat area, visceral-to-subcutaneous fat ratio, body mass index, abdominal CT, metabolic profile
- MeSH terms
- Adult, Algorithms, Female, Follow-Up Studies, Hospitals, University, Humans, Insulin Resistance, Male, Middle Aged, Mortality, Obesity, Retrospective Studies, Tomography, X-Ray Computed, Cohort Studies, Body Mass Index, Proportional Hazards Models, Survival Analysis, Diabetes Complications, Intra-Abdominal Fat, Adiposity, Subcutaneous Fat, Abdominal, Obesity, Abdominal, Republic of Korea
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review