Skip to main content
Top
Published in: Obesity Surgery 7/2013

01-07-2013 | Original Contributions

Sagittal Abdominal Diameter and Visceral Adiposity

Correlates of Beta-Cell Function and Dysglycemia in Severely Obese Women

Authors: Nana Gletsu-Miller, Henry S. Kahn, Danijela Gasevic, Zhe Liang, Jennifer K. Frediani, William E. Torres, Thomas R. Ziegler, Lawrence S. Phillips, Edward Lin

Published in: Obesity Surgery | Issue 7/2013

Login to get access

Abstract

Background

In the context of increasing obesity prevalence, the relationship between large visceral adipose tissue (VAT) volumes and type 2 diabetes mellitus (T2DM) is unclear. In a clinical sample of severely obese women (mean body mass index [BMI], 46 kg/m2) with fasting normoglycemia (n = 40) or dysglycemia (impaired fasting glucose + diabetes; n = 20), we sought to determine the usefulness of anthropometric correlates of VAT and associations with dysglycemia.

Methods

VAT volume was estimated using multi-slice computer tomography; anthropometric surrogates included sagittal abdominal diameter (SAD), waist circumference (WC) and BMI. Insulin sensitivity (Si), and beta-cell dysfunction, measured by insulin secretion (AIRg) and the disposition index (DI), were determined by frequently sampled intravenous glucose tolerance test.

Results

Compared to fasting normoglycemic women, individuals with dysglycemia had greater VAT (P < 0.001) and SAD (P = 0.04), but BMI, total adiposity and Si were similar. VAT was inversely associated with AIRg and DI after controlling for ancestry, Si, and total adiposity (standardized beta, −0.32 and −0.34, both P < 0.05). In addition, SAD (beta = 0.41, P = 0.02) was found to be a better estimate of VAT volume than WC (beta = 0.32, P = 0.08) after controlling for covariates. Receiver operating characteristic analysis showed that VAT volume, followed by SAD, outperformed WC and BMI in identifying dysglycemic participants.

Conclusions

Increasing VAT is associated with beta-cell dysfunction and dysglycemia in very obese women. In the presence of severe obesity, SAD is a simple surrogate of VAT, and an indicator of glucose dysregulation.
Literature
1.
go back to reference Flegal KM, Carroll MD, Ogden CL, et al. Prevalence and trends in obesity among US adults, 1999–2008. JAMA. 2010;303:235–41.PubMedCrossRef Flegal KM, Carroll MD, Ogden CL, et al. Prevalence and trends in obesity among US adults, 1999–2008. JAMA. 2010;303:235–41.PubMedCrossRef
2.
go back to reference Knowler WC, Pettit DJ, Savage PJ, et al. Diabetes incidence in Pima Indians: contributions of obesity and parental diabetes. Am J Epidemiol. 1981;11:144–56. Knowler WC, Pettit DJ, Savage PJ, et al. Diabetes incidence in Pima Indians: contributions of obesity and parental diabetes. Am J Epidemiol. 1981;11:144–56.
3.
go back to reference Gregg EW, Cheng YJ, Narayan KMV, et al. The relative contribution of different levels of overweight and obesity to the increased prevalence of diabetes in the United States: 1976–2004. Prev Med. 2007;45:348–52.PubMedCrossRef Gregg EW, Cheng YJ, Narayan KMV, et al. The relative contribution of different levels of overweight and obesity to the increased prevalence of diabetes in the United States: 1976–2004. Prev Med. 2007;45:348–52.PubMedCrossRef
4.
go back to reference Wang Y, Rimm EB, Stampfer MJ, et al. Comparison of abdominal adiposity and overall obesity in predicting risk of type 2 diabetes among men. Am J Clin Nutr. 2005;81:555–63.PubMed Wang Y, Rimm EB, Stampfer MJ, et al. Comparison of abdominal adiposity and overall obesity in predicting risk of type 2 diabetes among men. Am J Clin Nutr. 2005;81:555–63.PubMed
5.
go back to reference Neeland IJ, Turer AT, Ayers CR, et al. Dysfunctional adiposity and risk of prediabetes and type 2 diabetes in obese adults. JAMA. 2012;308:1150–9.PubMedCrossRef Neeland IJ, Turer AT, Ayers CR, et al. Dysfunctional adiposity and risk of prediabetes and type 2 diabetes in obese adults. JAMA. 2012;308:1150–9.PubMedCrossRef
6.
go back to reference Wagenknecht LE, Langefeld CD, Scherzinger AL, et al. Insulin sensitivity, insulin secretion, and abdominal fat. The insulin resistance atherosclerois study (IRAS) Family Study. Diabetes. 2003;52:2490–6.PubMedCrossRef Wagenknecht LE, Langefeld CD, Scherzinger AL, et al. Insulin sensitivity, insulin secretion, and abdominal fat. The insulin resistance atherosclerois study (IRAS) Family Study. Diabetes. 2003;52:2490–6.PubMedCrossRef
7.
go back to reference Utzschneider KM, Carr DB, Hull RL, et al. Impact of intraabdominal fat and age on insulin sensitivity and β-cell function. Diabetes. 2004;53:2867–72.PubMedCrossRef Utzschneider KM, Carr DB, Hull RL, et al. Impact of intraabdominal fat and age on insulin sensitivity and β-cell function. Diabetes. 2004;53:2867–72.PubMedCrossRef
8.
go back to reference Goodplaster BH, Kelley DE, Wing RR, et al. Effects of weight loss on regional fat distribution and insulin sensitivity in obesity. Diabetes. 1999;48:839–47.CrossRef Goodplaster BH, Kelley DE, Wing RR, et al. Effects of weight loss on regional fat distribution and insulin sensitivity in obesity. Diabetes. 1999;48:839–47.CrossRef
9.
go back to reference Hanley AJG, Wagenknecht L, Norris JM, et al. Insulin resistance, beta-cell dysfunction and visceral adiposity as predictors of incident diabetes: the Insulin Resistance Atherosclerosis Study (IRAS) Familiy Study. Diabetologia. 2009;52:2079–86.PubMedCrossRef Hanley AJG, Wagenknecht L, Norris JM, et al. Insulin resistance, beta-cell dysfunction and visceral adiposity as predictors of incident diabetes: the Insulin Resistance Atherosclerosis Study (IRAS) Familiy Study. Diabetologia. 2009;52:2079–86.PubMedCrossRef
10.
go back to reference Pajunen P, Rissanen H, Laaksonen MA, et al. Sagittal abdominal diameter as a new predictor for incident diabetes. Diabetes Care. 2013;36:283–88. Pajunen P, Rissanen H, Laaksonen MA, et al. Sagittal abdominal diameter as a new predictor for incident diabetes. Diabetes Care. 2013;36:283–88.
11.
go back to reference Kahn SE, Prigeon RL, McCulloch DK, et al. Quantification of the relationship between insulin sensitivity and beta-cell function in human subjects. Evidence for a hyperbolic function. Diabetes. 1993;42:1663–72.PubMedCrossRef Kahn SE, Prigeon RL, McCulloch DK, et al. Quantification of the relationship between insulin sensitivity and beta-cell function in human subjects. Evidence for a hyperbolic function. Diabetes. 1993;42:1663–72.PubMedCrossRef
12.
go back to reference Cnop M, Landchild MJ, Vidal J, et al. The concurrent accumulation of intra-abdominal and subcutaneous fat explains the association between insulin resistance and plasma leptin compartments: distinct metabolic effects of two fat compartments. Diabetes. 2002;51:1005–15.PubMedCrossRef Cnop M, Landchild MJ, Vidal J, et al. The concurrent accumulation of intra-abdominal and subcutaneous fat explains the association between insulin resistance and plasma leptin compartments: distinct metabolic effects of two fat compartments. Diabetes. 2002;51:1005–15.PubMedCrossRef
13.
go back to reference Lin E, Phillips LS, Ziegler TR, et al. Increases in adiponectin predict improved liver, but not peripheral, insulin sensitivity in severely obese women during weight loss. Diabetes. 2007;56:735–42.PubMedCrossRef Lin E, Phillips LS, Ziegler TR, et al. Increases in adiponectin predict improved liver, but not peripheral, insulin sensitivity in severely obese women during weight loss. Diabetes. 2007;56:735–42.PubMedCrossRef
14.
go back to reference Le K-A, Ventura EE, Fisher JQ, et al. Ethnic differences in pancreatic fat accumulation and its relationship with other fat depots and inflammatory markers. Diabetes Care. 2011;34:485–90.PubMedCrossRef Le K-A, Ventura EE, Fisher JQ, et al. Ethnic differences in pancreatic fat accumulation and its relationship with other fat depots and inflammatory markers. Diabetes Care. 2011;34:485–90.PubMedCrossRef
15.
go back to reference Heni M, Machann J, Staiger H, et al. Pancreatic fat is negatively associated with insulin secretion in individuals with impaired fasting glucose and/or impaired glucose tolerance: a nuclear magnetic resonance study. Diabetes Metab Res Rev. 2010;26:200–5.PubMedCrossRef Heni M, Machann J, Staiger H, et al. Pancreatic fat is negatively associated with insulin secretion in individuals with impaired fasting glucose and/or impaired glucose tolerance: a nuclear magnetic resonance study. Diabetes Metab Res Rev. 2010;26:200–5.PubMedCrossRef
16.
go back to reference Kamel EG, McNeill G, Van Wijk MCW. Usefulness of anthropometry and DXA in predicting intra-abdominal fat in obese men and women. Obes Res. 2000;8:36–42.PubMedCrossRef Kamel EG, McNeill G, Van Wijk MCW. Usefulness of anthropometry and DXA in predicting intra-abdominal fat in obese men and women. Obes Res. 2000;8:36–42.PubMedCrossRef
17.
go back to reference Zamboni M, Turcato E, Armellini F, et al. Sagittal abdominal diameter as a practical predictor of visceral fat. Int J Obes. 1998;22:655–60.CrossRef Zamboni M, Turcato E, Armellini F, et al. Sagittal abdominal diameter as a practical predictor of visceral fat. Int J Obes. 1998;22:655–60.CrossRef
18.
go back to reference Grundy SM, Cleeman JI, Daniels SR, et al. Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation. 2005;112:2735–52.PubMedCrossRef Grundy SM, Cleeman JI, Daniels SR, et al. Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation. 2005;112:2735–52.PubMedCrossRef
19.
go back to reference Lemieux S, Prud'homme D, Tremblay A, et al. Anthropometric correlates to changes in visceral adipose tissue over 7 years in women. Int J Obes. 1996;20:618–24. Lemieux S, Prud'homme D, Tremblay A, et al. Anthropometric correlates to changes in visceral adipose tissue over 7 years in women. Int J Obes. 1996;20:618–24.
20.
go back to reference Kamel EG, McNeill G, Van Wijk MCW. Change in intra-abdominal adipose tissue volume during weight loss in obese men and women: correlation between magnetic resonance imaging and anthropometric measurements. Int J Obes. 2000;24:607–13.CrossRef Kamel EG, McNeill G, Van Wijk MCW. Change in intra-abdominal adipose tissue volume during weight loss in obese men and women: correlation between magnetic resonance imaging and anthropometric measurements. Int J Obes. 2000;24:607–13.CrossRef
21.
go back to reference Drapeau V, Lemieux I, Richard D, et al. Waist circumference is useless to assess the prevalence on metabolic abnormalities in severely obese women. Obes Surg. 2007;17:905–9.PubMedCrossRef Drapeau V, Lemieux I, Richard D, et al. Waist circumference is useless to assess the prevalence on metabolic abnormalities in severely obese women. Obes Surg. 2007;17:905–9.PubMedCrossRef
22.
go back to reference American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2007;30:S42–7.CrossRef American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2007;30:S42–7.CrossRef
23.
go back to reference Bergman RN. Toward physiological understanding of glucose tolerance. Minimal-model approach. Diabetes. 1989;38:1512–27.PubMedCrossRef Bergman RN. Toward physiological understanding of glucose tolerance. Minimal-model approach. Diabetes. 1989;38:1512–27.PubMedCrossRef
24.
go back to reference Haffner SM, Howard G, Mayer E, et al. Insulin sensitivity and acute insulin response in African Americans, Non-Hispanic Whites, and Hispanics with NIDDM: the Insulin Resistance Atherosclerosis Study. Diabetes. 1997;46:63–9.PubMedCrossRef Haffner SM, Howard G, Mayer E, et al. Insulin sensitivity and acute insulin response in African Americans, Non-Hispanic Whites, and Hispanics with NIDDM: the Insulin Resistance Atherosclerosis Study. Diabetes. 1997;46:63–9.PubMedCrossRef
25.
go back to reference Garcia-Fuentes E, Garcia-Almeida JM, Garcia-Arnes J, et al. Morbidly obese individuals with impaired fasting glucose have a specific pattern of insulin secretion and sensitivity: effect of weight loss after bariatric surgery. Obes Surg. 2006;16:1179–88.PubMedCrossRef Garcia-Fuentes E, Garcia-Almeida JM, Garcia-Arnes J, et al. Morbidly obese individuals with impaired fasting glucose have a specific pattern of insulin secretion and sensitivity: effect of weight loss after bariatric surgery. Obes Surg. 2006;16:1179–88.PubMedCrossRef
26.
go back to reference Lin E, Liang Z, Frediani J, et al. Improvement in beta-cell function in patients with normal and hyperglycemia following Roux-en-Y gastric bypass surgery. Am J Physiol Endocrinol Metab. 2010;299:E706–12.PubMedCrossRef Lin E, Liang Z, Frediani J, et al. Improvement in beta-cell function in patients with normal and hyperglycemia following Roux-en-Y gastric bypass surgery. Am J Physiol Endocrinol Metab. 2010;299:E706–12.PubMedCrossRef
27.
go back to reference Gan SK, Kriketos AD, Poynten AM, et al. Insulin action, regional fat, and myocyte lipid: altered relationships with increased adiposity. Obes Res. 2003;11:1295–305.PubMedCrossRef Gan SK, Kriketos AD, Poynten AM, et al. Insulin action, regional fat, and myocyte lipid: altered relationships with increased adiposity. Obes Res. 2003;11:1295–305.PubMedCrossRef
28.
go back to reference Gastaldelli A, Sironi AM, Ciociaro D, et al. Visceral fat and beta-cell function in non-diabetic humans. Diabetologia. 2005;48:2090–6.PubMedCrossRef Gastaldelli A, Sironi AM, Ciociaro D, et al. Visceral fat and beta-cell function in non-diabetic humans. Diabetologia. 2005;48:2090–6.PubMedCrossRef
29.
go back to reference Macor C, Ruggeri A, Mazzenetto P, et al. Visceral adipose tissue impairs insulin secretion and insulin sensitivity but not energy expenditure in obesity. Metab Clin Exp. 1997;46:123–9.PubMedCrossRef Macor C, Ruggeri A, Mazzenetto P, et al. Visceral adipose tissue impairs insulin secretion and insulin sensitivity but not energy expenditure in obesity. Metab Clin Exp. 1997;46:123–9.PubMedCrossRef
30.
go back to reference Goran MI, Lane C, Toledo-Corral C, et al. Persistence of pre-diabetes in overweight and obese Hispanic children. Association with progressive insulin resistance, poor B-cell function, and increasing visceral fat. Diabetes. 2008;57:3007–12.PubMedCrossRef Goran MI, Lane C, Toledo-Corral C, et al. Persistence of pre-diabetes in overweight and obese Hispanic children. Association with progressive insulin resistance, poor B-cell function, and increasing visceral fat. Diabetes. 2008;57:3007–12.PubMedCrossRef
31.
go back to reference Maedler K, Oberholzer J, Bucher P, et al. Monounsaturated fatty acids prevent the deleterious effects of palmitate and high glucose on human pancreatic beta-cell turnover and function. Diabetes. 2003;52:726–33.PubMedCrossRef Maedler K, Oberholzer J, Bucher P, et al. Monounsaturated fatty acids prevent the deleterious effects of palmitate and high glucose on human pancreatic beta-cell turnover and function. Diabetes. 2003;52:726–33.PubMedCrossRef
32.
go back to reference Carlsson LM, Peltonen M, Ahlin S, et al. Bariatric surgery and prevention of type 2 diabetes in Swedish obese subjects. N Engl J Med. 2012;367:695–704.PubMedCrossRef Carlsson LM, Peltonen M, Ahlin S, et al. Bariatric surgery and prevention of type 2 diabetes in Swedish obese subjects. N Engl J Med. 2012;367:695–704.PubMedCrossRef
33.
go back to reference Nordhamn K, Sodergren E, Olsson E, et al. Reliability of antropometric measurements in overweight and lean subjects: consequences for correlations between anthropometrics and other variables. Int J Obes. 2000;24:652–7.CrossRef Nordhamn K, Sodergren E, Olsson E, et al. Reliability of antropometric measurements in overweight and lean subjects: consequences for correlations between anthropometrics and other variables. Int J Obes. 2000;24:652–7.CrossRef
34.
go back to reference Sjostrom L, Lonn L, Chowdhury B, et al. The sagittal diameter is a valid marker of the visceral adipose tissue volume. In: Angel A, Anderson H, Bouchard B, Lau D, Leiter L, Mendelson R, editors. Progress in obesity research. Herts, United Kingdom: John Libbey & Company Ltd.; 1996. pp. 309–19. Sjostrom L, Lonn L, Chowdhury B, et al. The sagittal diameter is a valid marker of the visceral adipose tissue volume. In: Angel A, Anderson H, Bouchard B, Lau D, Leiter L, Mendelson R, editors. Progress in obesity research. Herts, United Kingdom: John Libbey & Company Ltd.; 1996. pp. 309–19.
35.
go back to reference Sampaio LR, Simoes EJ, Assis AMO, et al. Validity and reliability of the sagittal abdominal diameter as a predictor of visceral abdominal fat. Arq Bras Endocrinol Metab. 2007;51:980–6.CrossRef Sampaio LR, Simoes EJ, Assis AMO, et al. Validity and reliability of the sagittal abdominal diameter as a predictor of visceral abdominal fat. Arq Bras Endocrinol Metab. 2007;51:980–6.CrossRef
36.
go back to reference Yim JY, Kim D, Lim SH, et al. Sagittal abdominal diameter is a strong anthropometric measure of visceral adipose tissue in the Asian general population. Diabetes Care. 2010;33:2665–70.PubMedCrossRef Yim JY, Kim D, Lim SH, et al. Sagittal abdominal diameter is a strong anthropometric measure of visceral adipose tissue in the Asian general population. Diabetes Care. 2010;33:2665–70.PubMedCrossRef
37.
go back to reference Salmenniemi U, Ruotsalainen E, Vanttinen M, et al. High amount of visceral fat mass is associated with multiple metabolic changes in offspring of type 2 diabetic patients. Int J Obes. 2005;29:1464–70.CrossRef Salmenniemi U, Ruotsalainen E, Vanttinen M, et al. High amount of visceral fat mass is associated with multiple metabolic changes in offspring of type 2 diabetic patients. Int J Obes. 2005;29:1464–70.CrossRef
38.
go back to reference Nakata K, Choo J, Hopson MJS, et al. Stronger associations of sagittal abdominal diameter with atherogenic lipoprotein subfractions than waist circumference in middle-aged US white and Japanese men. Metab Clin Exp. 2010;59:1742–51.PubMedCrossRef Nakata K, Choo J, Hopson MJS, et al. Stronger associations of sagittal abdominal diameter with atherogenic lipoprotein subfractions than waist circumference in middle-aged US white and Japanese men. Metab Clin Exp. 2010;59:1742–51.PubMedCrossRef
39.
go back to reference Riserus U, Arnlov J, Brismar K, et al. Sagittal abdominal diameter is a strong anthropometric marker of insulin resistance and hyperproinsulinemia in obese men. Diabetes Care. 2004;27:2041–6.PubMedCrossRef Riserus U, Arnlov J, Brismar K, et al. Sagittal abdominal diameter is a strong anthropometric marker of insulin resistance and hyperproinsulinemia in obese men. Diabetes Care. 2004;27:2041–6.PubMedCrossRef
40.
go back to reference Cowie CC, Rust KF, Byrd-Holt DD, et al. Prevalence of diabetes and high risk for diabetes using A1C criteria in the U.S. population in 1988–2006. Diabetes Care. 2010;33:562–8.PubMedCrossRef Cowie CC, Rust KF, Byrd-Holt DD, et al. Prevalence of diabetes and high risk for diabetes using A1C criteria in the U.S. population in 1988–2006. Diabetes Care. 2010;33:562–8.PubMedCrossRef
41.
go back to reference Muniyappa R, Lee S, Chen H, et al. Current approaches for assessing insulin sensitivity and resistance in vivo: advantages, limitations and appropriate usage. Am J Physiol Endocrinol Metab. 2008;294:E15–26.PubMedCrossRef Muniyappa R, Lee S, Chen H, et al. Current approaches for assessing insulin sensitivity and resistance in vivo: advantages, limitations and appropriate usage. Am J Physiol Endocrinol Metab. 2008;294:E15–26.PubMedCrossRef
42.
go back to reference Sjostrom L. A computer-tomography based multicomponent body composition technique and anthropometric predictions of lean body mass, total and subcutaneous adipose tissue. Int J Obes. 1991;1991:19–30. Sjostrom L. A computer-tomography based multicomponent body composition technique and anthropometric predictions of lean body mass, total and subcutaneous adipose tissue. Int J Obes. 1991;1991:19–30.
Metadata
Title
Sagittal Abdominal Diameter and Visceral Adiposity
Correlates of Beta-Cell Function and Dysglycemia in Severely Obese Women
Authors
Nana Gletsu-Miller
Henry S. Kahn
Danijela Gasevic
Zhe Liang
Jennifer K. Frediani
William E. Torres
Thomas R. Ziegler
Lawrence S. Phillips
Edward Lin
Publication date
01-07-2013
Publisher
Springer-Verlag
Published in
Obesity Surgery / Issue 7/2013
Print ISSN: 0960-8923
Electronic ISSN: 1708-0428
DOI
https://doi.org/10.1007/s11695-013-0874-6

Other articles of this Issue 7/2013

Obesity Surgery 7/2013 Go to the issue