» Articles » PMID: 23349188

Intramuscular Fat and Associations with Metabolic Risk Factors in the Framingham Heart Study

Overview
Date 2013 Jan 26
PMID 23349188
Citations 73
Authors
Affiliations
Soon will be listed here.
Abstract

Objective: Intramuscular fat accumulates between muscle fibers or within muscle cells. We investigated the association of intramuscular fat with other ectopic fat deposits and metabolic risk factors.

Approach And Results: Participants (n=2945; 50.2% women; mean age 50.8 years) from the Framingham Heart Study underwent multidetector computed tomography scanning of the abdomen. Regions of interest were placed on the left and right paraspinous muscle, and the muscle attenuation (MA) in Hounsfield units was averaged. We examined the association between MA and metabolic risk factors in multivariable models, and additionally adjusted for body mass index (BMI) and visceral adipose tissue (VAT) in separate models. MA was associated with dysglycemia, dyslipidemia, and hypertension in both sexes. In women, per standard deviation decrease in MA, there was a 1.34 (95% confidence interval, 1.10-1.64) increase in the odds of diabetes mellitus, a 1.40 (95% confidence interval, 1.22-1.61) increase in the odds of high triglycerides, and a 1.29 (95% confidence interval, 1.12-1.48) increase in the odds of hypertension. However, none of these associations persisted after adjustment for BMI or VAT. In men, we observed similar patterns for most risk factors. The exception was metabolic syndrome, which retained association in women even after adjustment for BMI and VAT, and low high density lipoprotein and high triglycerides in men, whose associations also persisted after adjustment for BMI and VAT.

Conclusions: MA was associated with metabolic risk factors, but most of these associations were lost after adjustment for BMI or VAT. However, a unique association remained for metabolic syndrome in women and lipids in men.

Citing Articles

Impact of Muscle Quality on Muscle Strength and Physical Performance Beyond Muscle Mass or Diabetes Status.

Kim J, Shin C, Jung I, Park S, Lee D, Yu J J Cachexia Sarcopenia Muscle. 2025; 16(2):e13760.

PMID: 40035123 PMC: 11876848. DOI: 10.1002/jcsm.13760.


INTERMUSCULAR ADIPOSE TISSUE AND MUSCLE FUNCTION IN PATIENTS ON MAINTENANCE HEMODIALYSIS.

Dilaver R, Demirci M, Crescenzi R, Pridmore M, Ertuglu L, Guide A medRxiv. 2025; .

PMID: 39974089 PMC: 11838629. DOI: 10.1101/2025.01.31.25321429.


Major adverse cardiovascular events among Black and White Veterans receiving androgen deprivation therapy for prostate cancer: a retrospective cohort study.

Lucas A, Bastiach D, Dahman B, Paul A, Hirani S, Sheppard V Cardiooncology. 2025; 11(1):12.

PMID: 39915845 PMC: 11800468. DOI: 10.1186/s40959-025-00312-x.


Hydrolysate Mitigates Muscle Dysfunction and Ectopic Fat Deposition Triggered by a High-Fat Diet in Mice.

Park K, Jung S, Ha J, Jeong Y Nutrients. 2025; 17(2).

PMID: 39861343 PMC: 11767481. DOI: 10.3390/nu17020213.


Sex-specific response of intramuscular fat to diet-induced obesity in rats.

Smith H, Abughazaleh N, Seerattan R, Syed F, Young D, Dufour A Sci Rep. 2025; 15(1):2147.

PMID: 39820480 PMC: 11739556. DOI: 10.1038/s41598-024-85084-7.


References
1.
Goodpaster B, He J, Watkins S, Kelley D . Skeletal muscle lipid content and insulin resistance: evidence for a paradox in endurance-trained athletes. J Clin Endocrinol Metab. 2001; 86(12):5755-61. DOI: 10.1210/jcem.86.12.8075. View

2.
Giannini C, Santoro N, Caprio S, Kim G, Lartaud D, Shaw M . The triglyceride-to-HDL cholesterol ratio: association with insulin resistance in obese youths of different ethnic backgrounds. Diabetes Care. 2011; 34(8):1869-74. PMC: 3142016. DOI: 10.2337/dc10-2234. View

3.
Preis S, Massaro J, Robins S, Hoffmann U, Vasan R, Irlbeck T . Abdominal subcutaneous and visceral adipose tissue and insulin resistance in the Framingham heart study. Obesity (Silver Spring). 2010; 18(11):2191-8. PMC: 3033570. DOI: 10.1038/oby.2010.59. View

4.
Rosito G, Massaro J, Hoffmann U, Ruberg F, Mahabadi A, Vasan R . Pericardial fat, visceral abdominal fat, cardiovascular disease risk factors, and vascular calcification in a community-based sample: the Framingham Heart Study. Circulation. 2008; 117(5):605-13. DOI: 10.1161/CIRCULATIONAHA.107.743062. View

5.
Bergman B, Perreault L, Hunerdosse D, Koehler M, Samek A, Eckel R . Increased intramuscular lipid synthesis and low saturation relate to insulin sensitivity in endurance-trained athletes. J Appl Physiol (1985). 2010; 108(5):1134-41. PMC: 2867538. DOI: 10.1152/japplphysiol.00684.2009. View