Elevated resistin opposed to adiponectin or angiogenin plasma levels as a strong, independent predictive factor for the occurrence of major adverse cardiac and cerebrovascular events in patients with stable multivessel coronary artery disease over 1-year follow-up

Prognostic role of inflammatory cytokines and novel adipokines in acute myocardial infarction: An updated and comprehensive review

Acute myocardial infarction (AMI) is one of the major causes of morbidity and mortality worldwide. The inflammation response during and after AMI is common and seems to play a key role in the peri-AMI period, related with ischaemia-reperfusion injury, adverse cardiac remodelling, infarct size and poor prognosis. In this article, we provide an updated and comprehensive overview of the most important cytokines and adipokines involved in the complex pathophysiology mechanisms in AMI, summarizing their prognostic role post-AMI. Data so far support that elevated levels of the major proinflammatory cytokines TNFα, IL-6 and IL-1 and the adipokines adiponectin, visfatin and resistin, are linked to high mortality and morbidity. In contrary, there is evidence that anti-inflammatory cytokines and adipokines as IL-10, omentin-1 and ghrelin can suppress the AMI-induced inflammatory response and are correlated with better prognosis. Mixed data make unclear the role of the novel adipokines leptin and apelin. After all, imbalance of pro-inflammatory and anti-inflammatory cytokines may result in worst AMI prognosis. The incorporation of these inflammation biomarkers in established prognostic models could further improve their prognostic power improving overall the management of AMI patients.

Differential prognostic value of resistin for cardiac death in patients with coronary artery disease according to the presence of metabolic syndrome

Resistin is associated with atherosclerosis progression by affecting inflammation and insulin resistance. There are controversial data regarding the prognostic value of resistin in stable coronary artery disease (CAD) patients. We prospectively investigated the long-term prognostic value of resistin in patients with stable CAD. A total 741 consecutive patients with stable CAD were followed for a median of 5.5 years. Serum resistin, lipids, high-sensitivity C-reactive protein (hsCRP) and interleukin-6 (IL-6) levels were measured at baseline. Primary endpoints were cardiac death and secondary hospitalizations for acute coronary syndrome, arrhythmic event or ischemic stroke. Follow-up data were obtained from 703 patients of whom 79 had a cardiac death (11.2%) and 205 (29.2%) met the secondary endpoints. Resistin was positively correlated with hsCRP (r = 0.159, p < 0.001) and IL-6 (r = 0.165, p = 0.002), and negatively with high-density lipoprotein-cholesterol (r = - 0.176, p < 0.001). Resistin levels could not predict cardiac death [HR 1.044; 95% CI 0.994-1.096; p = 0.087] neither secondary endpoints [HR 1.025; 95% CI 0.983-1.068; p = 0.250). Among 298 patients (42.4%) with metabolic syndrome (MS) resistin levels were independently associated with cardiac death after adjustment for conventional risk factors [HR 1.121; 95% CI 1.045-1.204; p = 0.002). Further adjustment for ejection fraction of left ventricle (LVEF) did not change the association (HR 1.145; 95% CI 1.057-1.240; p = 0.001). Patients with resistin values ≥ 7.6 ng/mL (median level) had 2.8 times higher risk of cardiac death compared to those with resistin levels < 7.6 ng/mL after adjustment for traditional risk factors and LVEF (HR 2.882; 95% CI 1.311-6.336; p = 0.008). Resistin is independently associated with cardiac death in patients with stable CAD and MS.

Adipokines: New Potential Therapeutic Target for Obesity and Metabolic, Rheumatic, and Cardiovascular Diseases

Besides its role as an energy storage organ, adipose tissue can be viewed as a dynamic and complex endocrine organ, which produces and secretes several adipokines, including hormones, cytokines, extracellular matrix (ECM) proteins, and growth and vasoactive factors. A wide body of evidence showed that adipokines play a critical role in various biological and physiological functions, among which feeding modulation, inflammatory and immune function, glucose and lipid metabolism, and blood pressure control. The aim of this review is to summarize the effects of several adipokines, including leptin, diponectin, resistin, chemerin, lipocalin-2 (LCN2), vaspin, omentin, follistatin-like 1 (FSTL1), secreted protein acidic and rich in cysteine (SPARC), secreted frizzled-related protein 5 (SFRP5), C1q/TNF-related proteins (CTRPs), family with sequence similarity to 19 member A5 (FAM19A5), wingless-type inducible signaling pathway protein-1 (WISP1), progranulin (PGRN), nesfatin-1 (nesfatin), visfatin/PBEF/NAMPT, apelin, retinol binding protein 4 (RPB4), and plasminogen activator inhibitor-1 (PAI-1) in the regulation of insulin resistance and vascular function, as well as many aspects of inflammation and immunity and their potential role in managing obesity-associated diseases, including metabolic, osteoarticular, and cardiovascular diseases.

Usefulness of the Adipokines as Biomarkers of Ischemic Cardiac Dysfunction

Cardiovascular disease is the leading cause of death among both women and men, but there is still a great percentage of misdiagnosis and lack of clearly defined criteria. Advances in biomolecular science have proven the crucial role of inflammation and, more importantly, the role of adipokines in mediating all stages of coronary artery disease. It has also been suggested that regional fat deposits, more precisely from thoracic region, have a major influence on the development of coronary artery disease by creating a local proatherogenic environment. The immune system closely interacts with metabolic risk factors to initiate, promote, and further aggravate the atherosclerotic lesions on the arterial wall all with the "help" of adipokines. So nowadays, research extensively focuses on uncovering biomarkers that would provide an increased chance of detecting subclinical cardiac distress and also add a consistent value to current guideline-imposed risk criteria.

Potential novel biomarkers of cardiovascular dysfunction and disease: cardiotrophin-1, adipokines and galectin-3

Cardiovascular disease is one of the main burdens of healthcare systems worldwide. Nevertheless, assessing cardiovascular risk in both apparently healthy individuals and low/high-risk patients remains a difficult issue. Already established biomarkers (e.g. brain natriuretic peptide, troponin) have significantly improved the assessment of major cardiovascular events and diseases but cannot be applied to all patients and in some cases do not provide sufficiently accurate information. In this context, new potential biomarkers that reflect various underlying pathophysiological cardiac and vascular modifications are needed. Also, a multiple biomarker evaluation that shows changes in the cardiovascular state is of interest. This review describes the role of selected markers of vascular inflammation, atherosclerosis, atherothrombosis, endothelial dysfunction and cardiovascular fibrosis in the pathogenesis and prognosis of cardiovascular disease: the potential use of cardiotrophin-1, leptin, adiponectin, resistin and galectin-3 as biomarkers for various cardiovascular conditions is discussed.

The role of selected adipokines and ghrelin in the prognosis after myocardial infarction in a 12-month follow-up in the presence of metabolic syndrome

INTRODUCTION

The aim of this study was to evaluate the predictive value of selected adipokines in the improvement in the ejection fraction and in the development of adverse cardiac remodeling during 12 months of follow-up among patients with an ST-segment elevation acute myocardial infarction (STEMI) in the presence of metabolic syndrome (MeS).

MATERIAL AND METHODS

The study population consisted of 69 patients (49 male; mean age: 59 ±10 years) with a first STEMI that was treated with a primary percutaneous coronary intervention (pPCI). In this group, 36 patients (18 male; mean age: 60 ±15 years) had MeS according to the definition of the International Diabetes Federation. The baseline clinical evaluation included a clinical examination and evaluation of the blood levels of C-reactive protein, ghrelin, resistin, and fasting glucose. Within 72 h after the STEMI, an echocardiographic examination was performed. A complete clinical evaluation was repeated after 12 months. Adverse cardiac remodeling was defined as an increase in the left ventricular end-diastolic volume of ≥ 8%. An improvement of the ejection fraction (EF) was defined as an increase of more than 5% in the EF.

RESULTS

A concentration of ghrelin ≤ 160.46 pg/ml (AUC = 0.71, p = 0.032) had a good predictive value for the occurrence of adverse left ventricular remodeling but only in the patients without MeS. Among the patients with MeS, a concentration of resistin ≤ 5196 pg/ml (AUC = 0.073, p = 0.024) had a good predictive value for the occurrence of left ventricular remodeling. A concentration of leptin > 52.18 pg/ml (AUC = 0.81, p < 0.0001) and resistin > 4419.27 ng/ml (AUC = 0.67, p = 0.049) had a good predictive value for improvement of the LVEF in the patients without MeS.

CONCLUSIONS

The selected adipokines had a good predictive value for the development of adverse cardiac remodeling and for improvement of the ejection fraction among patients after a STEMI in the presence of metabolic syndrome.

Obesity-Induced Changes in Adipose Tissue Microenvironment and Their Impact on Cardiovascular Disease

Obesity is causally linked with the development of cardiovascular disorders. Accumulating evidence indicates that cardiovascular disease is the collateral damage of obesity-driven adipose tissue dysfunction that promotes a chronic inflammatory state within the organism. Adipose tissues secrete bioactive substances, referred to as adipokines, which largely function as modulators of inflammation. The microenvironment of adipose tissue will affect the adipokine secretome, having actions on remote tissues. Obesity typically leads to the upregulation of proinflammatory adipokines and the downregulation of anti-inflammatory adipokines, thereby contributing to the pathogenesis of cardiovascular diseases. In this review, we focus on the microenvironment of adipose tissue and how it influences cardiovascular disorders, including atherosclerosis and ischemic heart diseases, through the systemic actions of adipokines.

Elective percutaneous coronary intervention leads to significant changes in serum resistin, leptin, and adiponectin levels regardless of periprocedural myocardial injury: an observational study

Objective:

Bioactive roles of adipokines in coronary atherosclerosis and acute coronary syndromes have been demonstrated previously. However, there is a lack of data regarding the relationship between serum adipokines and periprocedural myocardial injury (PMI) following elective percutaneous coronary intervention (PCI). Therefore, we aimed to investigate the association between serum adipokines and PMI related to elective PCI.

Methods:

In total, 153 consecutive patients (aged 60.6±8.2 years, 98 men) with stable angina pectoris undergoing elective PCI were enrolled in this observational cross-sectional study. Serum resistin, leptin, adiponectin, and high-sensitive Troponin T (hscTnT) levels were measured immediately before PCI and after 12-h PCI. The no-injury, PMI, and type 4a myocardial infarction (type 4a MI) groups were defined as groups consisting patients with post-procedural hscTnT concentrations <14 ng/L, between 14–70 ng/L, and >70 ng/L, respectively.

Results:

Serum hscTnT, resistin, and leptin concentrations significantly (p<0.001) increased while serum adiponectin levels decreased (p<0.001) after 12-h elective PCI. However, no correlation was found between post-procedural hscTnT concentrations and resistin, leptin, and adiponectin levels. The no-injury group consisted of 65 patients (42.4%), whereas PMI and type 4a MI were observed in 70 (45.8%) and 18 (11.8%) patients, respectively. The average pre-procedural and post-procedural resistin, leptin, and adiponectin levels did not show any significant difference in the no-injury, PMI, and type 4a MI groups.

Conclusion:

There is no correlation between serum adipokine levels and post-procedural troponin elevations reflecting PMI or type 4a MI. However, serum resistin and leptin levels increase, whereas adiponectin levels decrease significantly after elective PCI.

Adipokines and endothelial dysfunction in acute myocardial infarction and the risk of recurrent cardiovascular events

AIMS

The aim of the study was to evaluate the prognostic role of adipokines (adiponectin, apelin, resistin, and visfatin) in patients with acute myocardial infarction (AMI) in relation to the extent of glucose metabolism impairment and intensity of systemic low-grade inflammation.

METHODS

This case-control study covered 131 patients with coronary artery disease: 104 consecutive patients with AMI (74% men, mean age of 62 ± 11 years) treated with primary percutaneous coronary intervention with stent implantation, and 27 patients with stable angina (70% men, mean age of 63 ± 11 years), who were initially assessed in terms of adipokine levels, C-reactive protein and various echocardiographic and vascular parameters. Major adverse cardiovascular events were recorded in the AMI group during 3-year follow-up.

RESULTS

Resistin and visfatin serum levels were significantly higher (P < 0.001), and adiponectin and apelin were lower (P < 0.001) in AMI patients as compared to patients with stable angina. In AMI patients, adipokine levels were not related to glucose metabolism disturbances, yet adiponectin (P = 0.03) and resistin (P = 0.001) concentrations were related to the number of affected coronary vessels. Serum adiponectin level correlated negatively (r = -0.608, P < 0.05), whereas resistin and visfatin correlated positively (r = 0.526, P < 0.05 and r = 0.352, P < 0.05, respectively) with C-reactive protein levels. All of the analyzed adipokines significantly accounted for the flow-mediated dilation variability (Radjusted 32%) in the AMI group. The Cox survival analysis indicated that resistin and visfatin were independent risk factors of recurrent AMI/unstable angina, with the diagnostic threshold above 12.2 ng/ml for resistin and above 11.8 ng/ml for visfatin concentrations.

CONCLUSION

An abnormal profile in serum adipokines observed in AMI is related to systemic inflammation and the degree of atherosclerosis independently of glucose metabolism disturbances and heralds major adverse cardiovascular event occurrence in long-term observation.

Adiponectin-resistin index and its strong association with acute coronary syndrome in South Indian men

BACKGROUND

India has the highest burden of acute coronary syndromes worldwide. Apart from certain lipid alterations that have been established to be definite risk factors, low level of adiponectin, high levels of resistin, and IL-6 have been shown to be risk factors for cardiovascular events. Insulin resistance is also a significant predictor of poor outcome in patients admitted with ACS.

METHODS

69 male patients with ACS and 70 age-matched healthy males were recruited in the study. Insulin, total adiponectin, resistin, and IL-6 levels were assayed in all study subjects. Indices of insulin resistance and novel adipokine indices were calculated using standard formulae. Multiple logistic regression analysis was done to find out the best predictor of ACS.

RESULTS

Resistin, IL-6, insulin resistance indices, AR index, and IRAR index were found to be significantly higher, while insulin sensitivity indices and total adiponectin were found to be lower in cases, as compared with controls (p < 0.001). Insulin resistance was found to be higher in the admission sample, when compared to the fasting sample in patients with ACS (p = 0.01). On multivariate logistic regression analysis, HOMA-IR and AR index were found to be significantly associated with ACS. AR index was the best independent predictor of ACS, with the highest odds ratio (AR index: adjusted OR 17.528, p < 0.0001 versus HOMA-IR: adjusted OR 1.146, p = 0.001).

CONCLUSIONS

The present results implicate that adipokines are significantly associated with pathogenesis of ACS, warranting adequate and early appropriate treatment to reverse this metabolic dysregulation. In our study, AR index was the best predictor of ACS. Hence, the novel AR index might be useful in routine clinical practice for screening persons with increased risk of future development of ACS.

Resistin in rodents and humans

Obesity is characterized by excess accumulation of lipids in adipose tissue and other organs, and chronic inflammation associated with insulin resistance and an increased risk of type 2 diabetes. Obesity, type 2 diabetes, and cardiovascular diseases are major health concerns. Resistin was first discovered as an adipose-secreted hormone (adipokine) linked to obesity and insulin resistance in rodents. Adipocyte-derived resistin is increased in obese rodents and strongly related to insulin resistance. However, in contrast to rodents, resistin is expressed and secreted from macrophages in humans and is increased in inflammatory conditions. Some studies have also suggested an association between increased resistin levels and insulin resistance, diabetes and cardiovascular disease. Genetic studies have provided additional evidence for a role of resistin in insulin resistance and inflammation. Resistin appears to mediate the pathogenesis of atherosclerosis by promoting endothelial dysfunction, vascular smooth muscle cell proliferation, arterial inflammation, and formation of foam cells. Indeed, resistin is predictive of atherosclerosis and poor clinical outcomes in patients with coronary artery disease and ischemic stroke. There is also growing evidence that elevated resistin is associated with the development of heart failure. This review will focus on the biology of resistin in rodents and humans, and evidence linking resistin with type 2 diabetes, atherosclerosis, and cardiovascular disease.

The association of resistin with coronary disease in the general population

AIMS

To explore the association between resistin expression and the incidence of ischemic heart disease in the general population.

METHODS

A follow-up study of 6636 adults recruited randomly from the general population.

RESULTS

The serum resistin concentration was higher in women (6.1 ng/mL; CI95%=6.0-6.2) than in men (5.6 ng/mL; CI95%=5.5-5.7). Individuals in the 5th quintile or higher of resistin (RQ5) were younger (P＜0.001) and had a lower prevalence of arterial hypertension (P＜0.001), abdominal obesity (P＜0.001), diabetes (P＜0.001) and dyslipidemia (P＜0.001). The cardiovascular risk estimated by the Framingham function was also lower in the RQ5 subgroup (P＜0.001); however, the prevalence of smoking was higher (P＜0.001), as was the prevalence of low HDL cholesterol (P＜0.001). After 3.5 years of follow-up, the RQ5 subgroup had a higher incidence of acute myocardial infarction (AMI, RR=1.9; CI95%=1.01-3.54). In the population without diabetes, the RQ5 subgroup had a higher risk of AMI (RR=2.4; CI95%=1.10-5.17), and the risk of AMI was highest in women in this group (4.97; CI95%=1.33-18.57). The risk levels were significant in the Cox models adjusted for age, sex and smoking; and the hazard ratio was 2.5 for AMI (CI95%=1.29-4.70) in the sample of patients matched by sex and smoking status.

CONCLUSIONS

Resistin may be a risk marker for ischemic heart disease in the general population. The serum resistin concentration is higher in women, and the associated increase in the risk of AMI based on the resistin level is also higher in women than in men.

Serum resistin and high sensitive CRP levels in patients with subclinical hypothyroidism before and after L-thyroxine therapy

Background

Subclinical hypothyroidism (SH) is defined by increased thyrotropin (TSH) and normal free thyroxine (fT4) and free triiodothyronine (fT3) levels. Resistin is secreted from adipose tissue and is reported to be associated with insulin resistance and/or inflammation. High sensitive CRP (hs-CRP) is a reliable marker of inflammation. Data related to levels of resistin and hs-CRP in SH and the effect of L-thyroxine treatment on those is limited. We aimed to determine the levels of resistin and hs-CRP in women with SH, and potential effects of L-thyroxine therapy on those levels.

Material/Methods

Thirty-six patients with SH and 27 age- and BMI-matched healthy control women were included. Waist circumference (Wc), waist-to-hip ratio (WHR), resting energy expenditure (REE), fat mass (FM) and lean mass (LM), TSH, free T4 (fT4), free T3 (fT3), total cholesterol (TC), triglycerides (TG), and HDL- and LDL-cholesterol were determined in all participants. Patients received L-thyroxine treatment for 6 months, after which all measurements were repeated. Resistin and hs-CRP levels were studied from frozen samples after the completion of the study.

Results

The 2 groups had similar values for Wc, WHR, FM, LM, TC, TG, HDL-C, LDL-C, resistin, and hs-CRP at the beginning. fT4 were higher, whereas TSH was lower in the control group. Resistin and hs-CRP levels did not change after treatment. hs-CRP correlated with BMI and FM before and after treatment.

Conclusions

Our results suggest that achievement of euthyroid status by replacement therapy did not change resistin or hs-CRP levels in women with SH. hs-CRP correlated with parameters of obesity, which emphasizes the role of body weight in inflammation.

Adipokines as mediators of endothelial function and atherosclerosis

For many decades, adipose tissue was considered as an inactive body compartment that was only used as an energy store. During the recent years, an increasing amount of data has revealed that adipose tissue is a major endocrine and paracrine organ producing numerous enzymes, hormones and growth factors which are collectively termed as adipokines. Several experimental and clinical studies showed that adipokines modulate insulin sensitivity and have an influence on glucose/fat metabolism and obesity. Apart from these properties, recent research revealed several direct actions of adipokines on endothelial function, vascular homeostasis and atherogenesis which are independent of their effects on glucose and fat metabolism. The present review focuses on the direct effects of adipokines on vascular/endothelial function and atherosclerosis and summarizes the experimental and clinical data which suggest a role for these molecules as potential diagnostic and prognostic cardiovascular markers as well as potential therapeutic target to reduce cardiovascular risk.

Prognostic significance of adipocytokines in systolic heart failure patients

OBJECTIVES

The goal of this study was designed to assess prognostic values of simultaneous measurement of adipocytokines in systolic heart failure (HF) patients.

METHODS

Patients with HF manifestations and left ventricular ejection fraction (LVEF) ≤ 50% were selected in this study. Gender, age, medications and serum biochemical data were recorded upon admissions. Adipocytokines including adiponectin, leptin, resistin, visfatin and retinol binding protein-4 were measured.

RESULTS

A total of 108 (83 males and 25 females) patients were enroled. The age was 62±15 years and mean LVEF was 35%. Twenty patients died during 776±323 days follow-up. In univariate analysis, mortality was found to be associated with the log-transformed values of serum resistin (β=5·616, P=0·04), log-transformed values of serum adiponectin (β=4·377, P=0·038), age (β=1·071, P<0·001), NTHA functional status (β=3·752, P=0·001) and body mass index (β=0·858, P=0·012). Patients with higher level of serum resistin were associated with higher mortality (P=0·012). In multivariate analysis, mortality is associated with log-transformed values of serum resistin (β=3·666, P=0·045), age (β=1·044, P=0·017) and NTHA functional status (β=2·541, P=0·025).

CONCLUSIONS

Serum resistin level was associated with higher mortality in systolic HF patients even after adjusting clinical parameters. Resistin may be an informative risk marker for systolic HF patients.

Resistin and cardiovascular disease

Resistin has been implicated in coronary atherosclerotic disease and congestive heart failure. Recent studies have extended its involvement in peripheral artery disease. Despite some controversial data, the mainstream clinical literature supports that resistin is associated with both coronary and peripheral artery diseases including ischemic stroke. In this review, the multiple roles of resistin as screening, diagnostic, and prognostic marker for cardiovascular disease are discussed. The independence of resistin in disease prediction and diagnosis appears complicated by its confounders, such as C-reactive protein. A clear-cut biomarker function of resistin in cardiovascular disease needs be clarified by additional large-scale, well-designed prospective studies.

Human resistin: found in translation from mouse to man

The discovery of resistin 10 years ago as a fat cell-secreted factor that modulates insulin resistance suggested a link to the current obesity-associated epidemics of diabetes and cardiovascular disease, which are major human health concerns. Although adipocyte-derived resistin is indisputably linked to insulin resistance in rodent models, the relevance of human resistin is complicated because human resistin is secreted by macrophages rather than adipocytes, and because of the descriptive nature of human epidemiology. In this review, we examine the recent and growing evidence that human resistin is an inflammatory biomarker and a potential mediator of diabetes and cardiovascular disease.

Novel adiponectin-resistin (AR) and insulin resistance (IRAR) indexes are useful integrated diagnostic biomarkers for insulin resistance, type 2 diabetes and metabolic syndrome: a case control study

Background

Adiponectin and resistin are adipokines which modulate insulin action, energy, glucose and lipid homeostasis. Meta-analyses showed that hypoadiponectinemia and hyperresistinemia are strongly associated with increased risk of insulin resistance, type 2 diabetes (T2DM), metabolic syndrome (MS) and cardiovascular disease. The aim of this study was to propose a novel adiponectin-resistin (AR) index by taking into account both adiponectin and resistin levels to povide a better indicator of the metabolic homeostasis and metabolic disorders. In addition, a novel insulin resistance (IR_AR) index was proposed by integration of the AR index into an existing insulin resistance index to provide an improved diagnostic biomarker of insulin sensitivity.

Methods

In this case control study, anthropometric clinical and metabolic parameters including fasting serum total adiponectin and resistin levels were determined in 809 Malaysian men (208 controls, 174 MS without T2DM, 171 T2DM without MS, 256 T2DM with MS) whose ages ranged between 40-70 years old. Significant differences in continuous variables among subject groups were confirmed by ANCOVA or MANCOVA test using 1,000 stratified bootstrap samples with bias corrected and accelerated (BCa) 95% CI. Spearman's rho rank correlation test was used to test the correlation between two variables.

Results

The AR index was formulated as 1+log₁₀(R₀)-log₁₀(A₀). The AR index was more strongly associated with increased risk of T2DM and MS than hypoadiponectinemia and hyperresistinemia alone. The AR index was more strongly correlated with the insulin resistance indexes and key metabolic endpoints of T2DM and MS than adiponectin and resistin levels alone. The AR index was also correlated with a higher number of MS components than adiponectin and resistin levels alone. The IR_AR index was formulated as log₁₀(I₀G₀)+log₁₀(I₀G₀)log₁₀(R₀/A₀). The normal reference range of the IR_AR index for insulin sensitive individuals was between 3.265 and 3.538. The minimum cut-off values of the IR_AR index for insulin resistance assessment were between 3.538 and 3.955.

Conclusions

The novel AR and IR_AR indexes are cost-effective, precise, reproducible and reliable integrated diagnostic biomarkers of insulin sensitivity for screening subjects with increased risk of future development of T2DM and MS.