scholarly journals Association of Hematological Parameters with Insulin Resistance and β-Cell Dysfunction in Nondiabetic Subjects

2009 ◽  
Vol 94 (10) ◽  
pp. 3824-3832 ◽  
Author(s):  
Anthony J. G. Hanley ◽  
Ravi Retnakaran ◽  
Ying Qi ◽  
Hertzel C. Gerstein ◽  
Bruce Perkins ◽  
...  

Objective: Previous studies reported independent associations of hematological parameters with risk of incident type 2 diabetes, although limited data are available on associations of these parameters with insulin resistance (IR) and (especially) pancreatic β-cell dysfunction in large epidemiological studies. Our objective was to evaluate the associations of hematological parameters, including hematocrit (HCT), hemoglobin (Hgb), red blood cell count (RBC), and white blood cell count with IR and β-cell dysfunction in a cohort of nondiabetic subjects at high metabolic risk. Methods: Nondiabetic subjects (n = 712) were recruited in Toronto and London, Ontario, Canada, between 2004 and 2006, based on the presence of one or more risk factors for type 2 diabetes mellitus including obesity, hypertension, a family history of diabetes, and/or a history of gestational diabetes. Fasting blood samples were collected and oral glucose tolerance tests administered, with additional samples for glucose and insulin drawn at 30 and 120 min. Measures of IR included the homeostasis model assessment (HOMA-IR) and Matsuda’s insulin sensitivity index, whereas measures of β-cell dysfunction included the insulinogenic index divided by HOMA-IR as well as the insulin secretion-sensitivity index-2. Associations of hematological parameters with IR and β-cell dysfunction were assessed using multiple linear regression and analysis of covariance with adjustments for age, gender, ethnicity, smoking, cardiovascular disease, systolic and diastolic blood pressure, and waist circumference. Results: HOMA-IR increased across quartiles of HCT, Hgb, RBC, and white blood cell count after adjustment for age, gender, ethnicity, and smoking (all P (trend) <0.0001). Similarly, there was a strong stepwise decrease in the Matsuda’s insulin sensitivity index across increasing quartiles of these hematological measures (all P (trend) <0.0001). The associations remained significant after further adjustment for previous cardiovascular disease, blood pressure, and waist circumference (all P (trend) <0.0001). Similarly, there was a strong pattern of decreasing β-cell function across increasing quartiles of all hematological patterns (all P (trend) <0.0001). The findings for HCT, Hgb, and RBC were attenuated slightly after full multivariate adjustment, although the trend across quartiles remained highly significant. Conclusion: These findings suggest that standard, clinically relevant hematological variables may be related to the underlying pathophysiological changes associated with type 2 diabetes mellitus. In a large sample of non-diabetic subjects with metabolic risk factors, hematological parameters were significantly associated with insulin sensitivity and β-cell dysfunction, the main physiological disorders underlying type 2 diabetes.

Diabetes ◽  
2002 ◽  
Vol 51 (2) ◽  
pp. 455-461 ◽  
Author(s):  
B. Vozarova ◽  
C. Weyer ◽  
R. S. Lindsay ◽  
R. E. Pratley ◽  
C. Bogardus ◽  
...  

PLoS ONE ◽  
2010 ◽  
Vol 5 (10) ◽  
pp. e13405 ◽  
Author(s):  
Effrossyni Gkrania-Klotsas ◽  
Zheng Ye ◽  
Andrew J. Cooper ◽  
Stephen J. Sharp ◽  
Robert Luben ◽  
...  

2013 ◽  
Vol 305 (11) ◽  
pp. E1398-E1407 ◽  
Author(s):  
Caroline Kaercher Kramer ◽  
Haysook Choi ◽  
Bernard Zinman ◽  
Ravi Retnakaran

Short-term intensive insulin therapy (IIT) can improve pancreatic β-cell function when administered early in the course of type 2 diabetes mellitus (T2DM). However, the degree of improvement in response to this therapy varies between patients. Thus, we sought to characterize the determinants of improvement in β-cell function in response to short-term IIT in early T2DM. Sixty-three patients with mean 3.0 ± 2.1 yr duration of T2DM and Hb A1c of 6.8 ± 0.8% underwent 4 wk of IIT consisting of basal insulin detemir and premeal insulin aspart, with oral glucose tolerance test administered at baseline and 1 day post-IIT. β-Cell function before and after IIT was assessed by Insulin Secretion Sensitivity Index-2 (ISSI-2). Reversibility of β-cell dysfunction was defined as percentage change in ISSI-2 of ≥25%. Overall, the study population experienced an increase in ISSI-2 from baseline to post-IIT ( P = 0.01), with one-third of participants achieving ≥25% improvement in ISSI-2. Compared with their peers, those with increases in ISSI-2 of ≥25% had greater decrements in fasting glucose ( P < 0.0001), Hb A1c ( P = 0.001), ALT ( P = 0.04), AST ( P = 0.02), and HOMA-IR ( P < 0.0001). On logistical regression analysis, baseline Hb A1c (OR = 2.83, 95% CI 1.16–6.88, P = 0.02) and change in HOMA-IR (OR = 0.008, 95%CI 0.0004–0.16, P = 0.001) emerged as independent predictors of reversibility of β-cell dysfunction. Indeed, reversibility of β-cell dysfunction was achieved in only those participants in whom IIT yielded an improvement in HOMA-IR. In conclusion, decline in HOMA-IR may be a key determinant of improvement of β-cell function in response to short-term IIT, suggesting a fundamental contribution of insulin resistance to the reversible component of β-cell dysfunction in early T2DM.


2019 ◽  
Vol 105 (3) ◽  
pp. e285-e294 ◽  
Author(s):  
Zhila Semnani-Azad ◽  
Philip W Connelly ◽  
Luke W Johnston ◽  
Ravi Retnakaran ◽  
Stewart B Harris ◽  
...  

Abstract Context Chronic inflammation arising from adipose tissue macrophage (ATM) activation may be central in type 2 diabetes etiology. Our objective was to assess the longitudinal associations of soluble CD163 (sCD163), a novel biomarker of ATM activation, with insulin sensitivity, β-cell function, and dysglycemia in high-risk subjects. Methods Adults at risk for type 2 diabetes in the Prospective Metabolism and Islet Cell Evaluation (PROMISE) study had 3 assessments over 6 years (n = 408). Levels of sCD163 were measured using fasting serum. Insulin sensitivity was assessed by HOMA2-%S and the Matsuda index (ISI). β-cell function was determined by insulinogenic index (IGI) over HOMA-IR and insulin secretion-sensitivity index-2 (ISSI-2). Incident dysglycemia was defined as the onset of impaired fasting glucose, impaired glucose tolerance, or type 2 diabetes. Generalized estimating equations (GEE) evaluated longitudinal associations of sCD163 with insulin sensitivity, β-cell function, and incident dysglycemia adjusting for demographic and lifestyle covariates. Areas under receiver-operating-characteristic curve (AROC) tested whether sCD163 improved dysglycemia prediction in a clinical model. Results Longitudinal analyses showed significant inverse associations between sCD163 and insulin sensitivity (% difference per standard deviation increase of sCD163 for HOMA2-%S (β = −7.01; 95% CI, −12.26 to −1.44) and ISI (β = −7.60; 95% CI, −11.09 to −3.97) and β-cell function (ISSI-2 (β = −4.67; 95 %CI, −8.59 to −0.58) and IGI/HOMA-IR (β = −8.75; 95% CI, −15.42 to −1.56)). Increased sCD163 was associated with greater risk for incident dysglycemia (odds ratio = 1.04; 95% CI, 1.02-1.06; P &lt; 0.001). Adding sCD163 data to a model with clinical variables improved prediction of incident dysglycemia (AROC=0.6731 vs 0.638; P &lt; 0.05). Conclusions sCD163 was longitudinally associated with core disorders that precede the onset of type 2 diabetes.


2003 ◽  
Vol 11 (10) ◽  
pp. 1232-1237 ◽  
Author(s):  
Nicola Pannacciulli ◽  
Francesco Giorgino ◽  
Raffaele A. Martina ◽  
Onofrio Resta ◽  
Riccardo Giorgino ◽  
...  

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