Diabetes Care 27:538-546, 2004
© 2004 by the American Diabetes Association, Inc.
Metabolic Syndrome/Insulin Resistance Syndrome/Pre-Diabetes Original Article |
Carbohydrate Nutrition, Insulin Resistance, and the Prevalence of the Metabolic Syndrome in the Framingham Offspring Cohort
Nicola M. McKeown, PHD1,
James B. Meigs, MD, MPH2,
Simin Liu, MD, SCD3,
Edward Saltzman, MD1,
Peter W.F. Wilson, MD4 and
Paul F. Jacques, SCD1
1 Jean Mayer U.S. Department of Agriculture Human Nutrition Research Center on Aging, Tufts University, Boston, Massachusetts
2 General Medicine Division and Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
3 Department of Epidemiology, Harvard School of Public Health and Division of Preventive Medicine, Brigham and Womens Hospital and Harvard Medical School, Boston, Massachusetts
4 Department of Endocrinology, Diabetes, and Medical Genetics, Medical University of South Carolina, Charleston, South Carolina
Address correspondence and reprint requests to Paul Jacques, Epidemiology Program, Jean Mayer U.S. Department of Agriculture Human Nutrition Research Center on Aging, Tufts University, Boston, MA 02111-1524. E-mail: paul.jacques{at}tufts.edu
OBJECTIVEThe aim of this study was to examine the relation between carbohydrate-related dietary factors, insulin resistance, and the prevalence of the metabolic syndrome in the Framingham Offspring Cohort.
RESEARCH DESIGN AND METHODSWe examined cross-sectional associations between carbohydrate-related dietary factors, insulin resistance, and the prevalence of the metabolic syndrome in 2,834 subjects at the fifth examination (19911995) of the Framingham Offspring Study. Homeostasis model assessment of insulin resistance (HOMA-IR) was calculated using the following formula (fasting plasma insulin x plasma glucose)/22.5. The metabolic syndrome was defined using the National Cholesterol Education Program criteria.
RESULTSAfter adjustment for potential confounding variables, intakes of total dietary fiber, cereal fiber, fruit fiber, and whole grains were inversely associated, whereas glycemic index and glycemic load were positively associated with HOMA-IR. The prevalence of the metabolic syndrome was significantly lower among those in the highest quintile of cereal fiber (odds ratio [OR] 0.62; 95% CI 0.450.86) and whole-grain (0.67; 0.480.91) intakes relative to those in the lowest quintile category after adjustment for confounding lifestyle and dietary factors. Conversely, the prevalence of the metabolic syndrome was significantly higher among individuals in the highest relative to the lowest quintile category of glycemic index (1.41; 1.041.91). Total carbohydrate, dietary fiber, fruit fiber, vegetable fiber, legume fiber, glycemic load, and refined grain intakes were not associated with prevalence of the metabolic syndrome.
CONCLUSIONSWhole-grain intake, largely attributed to the cereal fiber, is inversely associated with HOMA-IR and a lower prevalence of the metabolic syndrome. Dietary glycemic index is positively associated with HOMA-IR and prevalence of the metabolic syndrome. Given that both a high cereal fiber content and lower glycemic index are attributes of whole-grain foods, recommendation to increase whole-grain intake may reduce the risk of developing the metabolic syndrome.
Abbreviations: FFQ, food frequency questionnaire HOMA-IR, homeostasis model assessment of insulin resistance

CiteULike Del.icio.us Digg Reddit Technorati What's this?
This article has been cited by other articles:

|
 |

|
 |
 
K. Marsh and J. Brand-Miller
State of the Art Reviews: Glycemic Index, Obesity, and Chronic Disease
American Journal of Lifestyle Medicine,
April 1, 2008;
2(2):
142 - 150.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
A. C Nilsson, E. M Ostman, Y. Granfeldt, and I. M. Bjorck
Effect of cereal test breakfasts differing in glycemic index and content of indigestible carbohydrates on daylong glucose tolerance in healthy subjects
Am. J. Clinical Nutrition,
March 1, 2008;
87(3):
645 - 654.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
H. Du, D. L van der A, M. M. van Bakel, C. J. van der Kallen, E. E Blaak, M. M. van Greevenbroek, E. H. Jansen, G. Nijpels, C. D. Stehouwer, J. M Dekker, et al.
Glycemic index and glycemic load in relation to food and nutrient intake and metabolic risk factors in a Dutch population
Am. J. Clinical Nutrition,
March 1, 2008;
87(3):
655 - 661.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. L. Lutsey, L. M. Steffen, and J. Stevens
Dietary Intake and the Development of the Metabolic Syndrome: The Atherosclerosis Risk in Communities Study
Circulation,
February 12, 2008;
117(6):
754 - 761.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. Giugliano, A. Ceriello, and K. Esposito
Are there specific treatments for the metabolic syndrome?
Am. J. Clinical Nutrition,
January 1, 2008;
87(1):
8 - 11.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
H. I Katcher, R. S Legro, A. R Kunselman, P. J Gillies, L. M Demers, D. M Bagshaw, and P. M Kris-Etherton
The effects of a whole grain enriched hypocaloric diet on cardiovascular disease risk factors in men and women with metabolic syndrome
Am. J. Clinical Nutrition,
January 1, 2008;
87(1):
79 - 90.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. M. Wolever, J. C Brand-Miller, J. Abernethy, A. Astrup, F. Atkinson, M. Axelsen, I. Bjorck, F. Brighenti, R. Brown, A. Brynes, et al.
Measuring the glycemic index of foods: interlaboratory study
Am. J. Clinical Nutrition,
January 1, 2008;
87(1):
247S - 257S.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
V. Venkateswaran, A. Q. Haddad, N. E. Fleshner, R. Fan, L. M. Sugar, R. Nam, L. H. Klotz, and M. Pollak
Association of Diet-Induced Hyperinsulinemia With Accelerated Growth of Prostate Cancer (LNCaP) Xenografts
J Natl Cancer Inst,
December 5, 2007;
99(23):
1793 - 1800.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Newby, J. Maras, P. Bakun, D. Muller, L. Ferrucci, and K. L Tucker
Intake of whole grains, refined grains, and cereal fiber measured with 7-d diet records and associations with risk factors for chronic disease
Am. J. Clinical Nutrition,
December 1, 2007;
86(6):
1745 - 1753.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Villegas, S. Liu, Y.-T. Gao, G. Yang, H. Li, W. Zheng, and X. O. Shu
Prospective Study of Dietary Carbohydrates, Glycemic Index, Glycemic Load, and Incidence of Type 2 Diabetes Mellitus in Middle-aged Chinese Women
Arch Intern Med,
November 26, 2007;
167(21):
2310 - 2316.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. N Davis, K. E Alexander, E. E Ventura, L. A Kelly, C. J Lane, C. E Byrd-Williams, C. M Toledo-Corral, C. K Roberts, D. Spruijt-Metz, M. J Weigensberg, et al.
Associations of dietary sugar and glycemic index with adiposity and insulin dynamics in overweight Latino youth
Am. J. Clinical Nutrition,
November 1, 2007;
86(5):
1331 - 1338.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. J Fogli-Cawley, J. T Dwyer, E. Saltzman, M. L McCullough, L. M Troy, J. B Meigs, and P. F Jacques
The 2005 Dietary Guidelines for Americans and risk of the metabolic syndrome
Am. J. Clinical Nutrition,
October 1, 2007;
86(4):
1193 - 1201.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J.-B. Ruidavets, V. Bongard, J. Dallongeville, D. Arveiler, P. Ducimetiere, B. Perret, C. Simon, P. Amouyel, and J. Ferrieres
High consumptions of grain, fish, dairy products and combinations of these are associated with a low prevalence of metabolic syndrome
J. Epidemiol. Community Health,
September 1, 2007;
61(9):
810 - 817.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Yoshida, N. M. McKeown, G. Rogers, J. B. Meigs, E. Saltzman, R. D'Agostino, and P. F. Jacques
Surrogate Markers of Insulin Resistance Are Associated with Consumption of Sugar-Sweetened Drinks and Fruit Juice in Middle and Older-Aged Adults
J. Nutr.,
September 1, 2007;
137(9):
2121 - 2127.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. J. Chess, B. Lei, B. D. Hoit, A. M. Azimzadeh, and W. C. Stanley
Deleterious effects of sugar and protective effects of starch on cardiac remodeling, contractile dysfunction, and mortality in response to pressure overload
Am J Physiol Heart Circ Physiol,
September 1, 2007;
293(3):
H1853 - H1860.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Y. Amano, M. Sugiyama, J. S. Lee, K. Kawakubo, K. Mori, A. C. Tang, and A. Akabayashi
Glycemic Index-Based Nutritional Education Improves Blood Glucose Control in Japanese Adults: A randomized controlled trial
Diabetes Care,
July 1, 2007;
30(7):
1874 - 1876.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. R Jacobs Jr, L. F. Andersen, and R. Blomhoff
Whole-grain consumption is associated with a reduced risk of noncardiovascular, noncancer death attributed to inflammatory diseases in the Iowa Women's Health Study
Am. J. Clinical Nutrition,
June 1, 2007;
85(6):
1606 - 1614.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. B. Ebbeling, M. M. Leidig, H. A. Feldman, M. M. Lovesky, and D. S. Ludwig
Effects of a Low-Glycemic Load vs Low-Fat Diet in Obese Young Adults: A Randomized Trial
JAMA,
May 16, 2007;
297(19):
2092 - 2102.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Esmaillzadeh, M. Kimiagar, Y. Mehrabi, L. Azadbakht, F. B Hu, and W. C Willett
Dietary patterns, insulin resistance, and prevalence of the metabolic syndrome in women
Am. J. Clinical Nutrition,
March 1, 2007;
85(3):
910 - 918.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. J. Franz
The Evidence Is In: Lifestyle Interventions Can Prevent Diabetes
American Journal of Lifestyle Medicine,
March 1, 2007;
1(2):
113 - 121.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
A. H. Auchincloss, A. V. Diez Roux, D. G. Brown, E. S. O'Meara, and T. E. Raghunathan
Association of Insulin Resistance with Distance to Wealthy Areas: The Multi-Ethnic Study of Atherosclerosis
Am. J. Epidemiol.,
February 15, 2007;
165(4):
389 - 397.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. J. Melanson
Dietary Factors in Reducing Risk of Cardiovascular Diseases
American Journal of Lifestyle Medicine,
January 1, 2007;
1(1):
24 - 28.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Esmaillzadeh, M. Kimiagar, Y. Mehrabi, L. Azadbakht, F. B Hu, and W. C Willett
Fruit and vegetable intakes, C-reactive protein, and the metabolic syndrome
Am. J. Clinical Nutrition,
December 1, 2006;
84(6):
1489 - 1497.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. E. Rumawas, N. M. McKeown, G. Rogers, J. B. Meigs, P. W.F. Wilson, and P. F. Jacques
Magnesium Intake Is Related to Improved Insulin Homeostasis in the Framingham Offspring Cohort
J. Am. Coll. Nutr.,
December 1, 2006;
25(6):
486 - 492.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. A Hatonen, M. E Simila, J. R Virtamo, J. G Eriksson, M.-L. Hannila, H. K Sinkko, J. E Sundvall, H. M Mykkanen, and L. M Valsta
Methodologic considerations in the measurement of glycemic index: glycemic response to rye bread, oatmeal porridge, and mashed potato.
Am. J. Clinical Nutrition,
November 1, 2006;
84(5):
1055 - 1061.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. W. Brock, C. K. Davis, B. A. Irving, J. Rodriguez, E. J. Barrett, A. Weltman, A. G. Taylor, and G. A. Gaesser
A High-Carbohydrate, High-Fiber Meal Improves Endothelial Function in Adults With the Metabolic Syndrome
Diabetes Care,
October 1, 2006;
29(10):
2313 - 2315.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. Giugliano, A. Ceriello, and K. Esposito
The Effects of Diet on Inflammation: Emphasis on the Metabolic Syndrome
J. Am. Coll. Cardiol.,
August 15, 2006;
48(4):
677 - 685.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. S Mantzoros, C. J Williams, J. E Manson, J. B Meigs, and F. B Hu
Adherence to the Mediterranean dietary pattern is positively associated with plasma adiponectin concentrations in diabetic women.
Am. J. Clinical Nutrition,
August 1, 2006;
84(2):
328 - 335.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. E Millen, M. J Pencina, R. W Kimokoti, L. Zhu, J. B Meigs, J. M Ordovas, and R. B D'Agostino
Nutritional risk and the metabolic syndrome in women: opportunities for preventive intervention from the Framingham Nutrition Study.
Am. J. Clinical Nutrition,
August 1, 2006;
84(2):
434 - 441.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. H. Lichtenstein
Thematic review series: Patient-Oriented Research. Dietary fat, carbohydrate, and protein: effects on plasma lipoprotein patterns
J. Lipid Res.,
August 1, 2006;
47(8):
1661 - 1667.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. McMillan-Price, P. Petocz, F. Atkinson, K. O'Neill, S. Samman, K. Steinbeck, I. Caterson, and J. Brand-Miller
Comparison of 4 diets of varying glycemic load on weight loss and cardiovascular risk reduction in overweight and obese young adults: a randomized controlled trial.
Arch Intern Med,
July 24, 2006;
166(14):
1466 - 1475.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. E. Buyken, Y. Kellerhoff, S. Hahn, A. Kroke, and T. Remer
Urinary C-Peptide Excretion in Free-Living Healthy Children Is Related to Dietary Carbohydrate Intake but Not to the Dietary Glycemic Index
J. Nutr.,
July 1, 2006;
136(7):
1828 - 1833.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. R Sahyoun, X. L Zhang, P. F Jacques, N. M McKeown, and W. Juan
Reply to A Esmaillzadeh and L Azadbakht and to K Esposito and D Giugliano
Am. J. Clinical Nutrition,
June 1, 2006;
83(6):
1441 - 1442.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. Corella, L. Qi, E. S. Tai, M. Deurenberg-Yap, C. E. Tan, S. K. Chew, and J. M. Ordovas
Perilipin Gene Variation Determines Higher Susceptibility to Insulin Resistance in Asian Women When Consuming a High-Saturated Fat, Low-Carbohydrate Diet.
Diabetes Care,
June 1, 2006;
29(6):
1313 - 1319.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. K Jensen, P. Koh-Banerjee, M. Franz, L. Sampson, M. Gronbaek, and E. B Rimm
Whole grains, bran, and germ in relation to homocysteine and markers of glycemic control, lipids, and inflammation 1
Am. J. Clinical Nutrition,
February 1, 2006;
83(2):
275 - 283.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. R Sahyoun, P. F Jacques, X. L Zhang, W. Juan, and N. M McKeown
Whole-grain intake is inversely associated with the metabolic syndrome and mortality in older adults
Am. J. Clinical Nutrition,
January 1, 2006;
83(1):
124 - 131.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. D. Liese, M. Schulz, F. Fang, T. M.S. Wolever, R. B. D'Agostino Jr, K. C. Sparks, and E. J. Mayer-Davis
Dietary Glycemic Index and Glycemic Load, Carbohydrate and Fiber Intake, and Measures of Insulin Sensitivity, Secretion, and Adiposity in the Insulin Resistance Atherosclerosis Study
Diabetes Care,
December 1, 2005;
28(12):
2832 - 2838.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. N Davis, E. E Ventura, M. J Weigensberg, G. D. Ball, M. L Cruz, G. Q Shaibi, and M. I Goran
The relation of sugar intake to {beta} cell function in overweight Latino children
Am. J. Clinical Nutrition,
November 1, 2005;
82(5):
1004 - 1010.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. R Sahyoun, A. L Anderson, A. M Kanaya, P. Koh-Banerjee, S. B Kritchevsky, N. de Rekeneire, F. A Tylavsky, A. V Schwartz, J. S. Lee, and T. B Harris
Dietary glycemic index and load, measures of glucose metabolism, and body fat distribution in older adults
Am. J. Clinical Nutrition,
September 1, 2005;
82(3):
547 - 552.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. S. Sartorelli, R. D. Freire, S. R. G. Ferreira, M. A. Cardoso, and for the Japanese-Brazilian Diabetes Study Group
Dietary Fiber and Glucose Tolerance in Japanese Brazilians
Diabetes Care,
September 1, 2005;
28(9):
2240 - 2242.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. D. Freire, M. A. Cardoso, S. G.A. Gimeno, S. R.G. Ferreira, and for the Japanese-Brazilian Diabetes Study Group
Dietary Fat Is Associated With Metabolic Syndrome in Japanese Brazilians
Diabetes Care,
July 1, 2005;
28(7):
1779 - 1785.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Lau, K. Faerch, C. Glumer, I. Tetens, O. Pedersen, B. Carstensen, T. Jorgensen, and K. Borch-Johnsen
Dietary Glycemic Index, Glycemic Load, Fiber, Simple Sugars, and Insulin Resistance: The Inter99 study
Diabetes Care,
June 1, 2005;
28(6):
1397 - 1403.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Esmaillzadeh, P. Mirmiran, and F. Azizi
Whole-grain intake and the prevalence of hypertriglyceridemic waist phenotype in Tehranian adults
Am. J. Clinical Nutrition,
January 1, 2005;
81(1):
55 - 63.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Nilsson, M. Stenberg, A. H Frid, J. J Holst, and I. M. Bjorck
Glycemia and insulinemia in healthy subjects after lactose-equivalent meals of milk and other food proteins: the role of plasma amino acids and incretins
Am. J. Clinical Nutrition,
November 1, 2004;
80(5):
1246 - 1253.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. R. Carnethon, C. M. Loria, J. O. Hill, S. Sidney, P. J. Savage, and K. Liu
Risk Factors for the Metabolic Syndrome: The Coronary Artery Risk Development in Young Adults (CARDIA) study, 1985-2001
Diabetes Care,
November 1, 2004;
27(11):
2707 - 2715.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. P. Bagby
Obesity-Initiated Metabolic Syndrome and the Kidney: A Recipe for Chronic Kidney Disease?
J. Am. Soc. Nephrol.,
November 1, 2004;
15(11):
2775 - 2791.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Esposito, R. Marfella, M. Ciotola, C. Di Palo, F. Giugliano, G. Giugliano, M. D'Armiento, F. D'Andrea, and D. Giugliano
Effect of a Mediterranean-Style Diet on Endothelial Dysfunction and Markers of Vascular Inflammation in the Metabolic Syndrome: A Randomized Trial
JAMA,
September 22, 2004;
292(12):
1440 - 1446.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Lara-Castro and W. T. Garvey
Diet, Insulin Resistance, and Obesity: Zoning in on Data for Atkins Dieters Living in South Beach
J. Clin. Endocrinol. Metab.,
September 1, 2004;
89(9):
4197 - 4205.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. B. Schulze and F. B. Hu
Dietary Approaches to Prevent the Metabolic Syndrome: Quality versus quantity of carbohydrates
Diabetes Care,
February 1, 2004;
27(2):
613 - 614.
[Full Text]
[PDF]
|
 |
|
Copyright © 2004 by the American Diabetes Association.
|
|
| |
|