Acute-Phase Serum Amyloid a Protein and Its Implication in the Development of Type 2 Diabetes in the KORA S4/F4 Study
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Cardiovascular and Metabolic Risk ORIGINAL ARTICLE Acute-Phase Serum Amyloid A Protein and Its Implication in the Development of Type 2 Diabetes in the KORA S4/F4 Study 1,2 6 CAROLA MARZI, MPH H.-ERICH WICHMANN, MD, PHD ype 2 diabetes is preceded by a 2,3 4,7 CORNELIA HUTH, PHD MICHAEL RODEN, MD 4 2,3 differential activation of compo- CHRISTIAN HERDER, PHD ANNETTE PETERS, PHD T 2,3 1,2 nents of the innate immune system JENS BAUMERT, PHD HARALD GRALLERT, PHD 2,3 8 (1,2). Serum amyloid A (SAA) is a sensi- BARBARA THORAND, PHD WOLFGANG KOENIG, MD 5 1,9 tive marker of the acute inflammatory WOLFGANG RATHMANN, MD THOMAS ILLIG, PHD 2,3 CHRISTA MEISINGER, MD state. Its acute-phase isoform (A-SAA) is up-regulated up to 1,000-fold in response to inflammatory stimuli such as trauma, – OBJECTIVEdWe sought to investigate whether elevated levels of acute-phase serum amyloid infection, injury, and stress (3 5). The A (A-SAA) protein precede the onset of type 2 diabetes independently of other risk factors, high inductive capacity, along with the including parameters of glucose metabolism. fact that genes and proteins are highly conserved throughout the evolution of RESEARCH DESIGN AND METHODSd Within the population-based Cooperative vertebrates and invertebrates, suggests Health Research in the Region of Augsburg (KORA) S4 study, we measured A-SAA concentrations that A-SAA plays a key role in pathogen in 836 initially nondiabetic subjects (55–74 years of age) without clinically overt inflammation who participated in a 7-year follow-up examination including an oral glucose tolerance test. defense mechanisms and probably func- tions as an effector molecule of the im- RESULTSdA-SAA concentrations were significantly associated with incident type 2 diabetes mune system (3). (odds ratio [OR] for a one-SD increase of A-SAA adjusted for age and sex = 1.28 [95% CI 1.08– Cross-sectional data have demon- 1.53], P = 0.005), particularly in younger subjects (P value for interaction = 0.047). The asso- stratedanassociationbetweenelevated ciation attenuated when adjusting for parameters of glucose metabolism (fasting glucose, fasting systemic A-SAA concentrations and prev- insulin, HbA1c, and 2-h glucose; OR 1.16 [0.95–1.42], P = 0.15). Similar analyses for high- – alent type 2 diabetes (6,7) as well as the sensitive C-reactive protein (hs-CRP) yielded the following ORs: 1.39 (1.10 1.68, P = 0.0006) related metabolic parameters homeostatic and 1.13 (0.88–1.45, P = 0.34), respectively. In contrast, A-SAA concentrations were signifi- cantly associated with 2-h glucose levels at follow-up even after adjustment for parameters of model assessment for insulin resistance, glucose metabolism (P = 0.008, n = 803). fasting insulin, and HbA1c (8,9). In a sub- group of the current study population, we CONCLUSIONSdOur findings indicate similarly strong prospective associations with type 2 have previously shown that circulating diabetes for A-SAA and hs-CRP and suggest a potential causal link via postchallenge hypergly- levels of A-SAA were increased not only cemia. in prevalent type 2 diabetes subjects but also in individuals with impaired glucose Diabetes Care 36:1321–1326, 2013 tolerance (7). To our knowledge, up until now, only one prospective study con- ducted in 492 Aboriginal Canadian sub- ccccccccccccccccccccccccccccccccccccccccccccccccc jects has investigated the association between baseline levels of SAA and incident 1 From the Department of Molecular Epidemiology, Helmholtz Zentrum Munchen,€ German Research Center type 2 diabetes and did not find evidence for Environmental Health, Neuherberg, Germany; the 2German Center for Diabetes Research (DZD), fi Neuherberg, Germany; the 3Institute of Epidemiology II, Helmholtz Zentrum Munchen,€ German Research for a signi cant association (10). Center for Environmental Health, Neuherberg, Germany; the 4Institute for Clinical Diabetology, German We set out to investigate whether el- Diabetes Center, Leibniz Center for Diabetes Research at Heinrich Heine University Dusseldorf,€ Dusseldorf,€ evated levels of A-SAA precede the onset of Germany; the 5Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for type 2 diabetes during 7 years of follow-up € € 6 Diabetes Research at Heinrich Heine University Dusseldorf, Dusseldorf, Germany; the Institute of Epi- in a large population-based study of ini- demiology I, Helmholtz Zentrum Munchen,€ German Research Center for Environmental Health, Neu- herberg, Germany; the 7Department of Metabolic Diseases, Heinrich Heine University Dusseldorf,€ tially nondiabetic, elderly Western Euro- Dusseldorf,€ Germany; the 8Department of Internal Medicine II-Cardiology, University of Ulm Medical pean subjects without clinically overt Center, Ulm, Germany; and the 9Hannover Medical School, Hannover Unified Biobank, Hannover, Ger- inflammation. Moreover, we assessed many. whether this association was independent Corresponding author: Wolfgang Koenig, [email protected]. Received 28 July 2012 and accepted 14 October 2012. of other risk factors, including parameters DOI: 10.2337/dc12-1514 of glucose metabolism (i.e., fasting glucose, This article contains Supplementary Data online at http://care.diabetesjournals.org/lookup/suppl/doi:10 fasting insulin, HbA1c, and 2-h glucose), .2337/dc12-1514/-/DC1. which indicate early impairments of glu- W.K. and T.I. contributed equally to this study. © 2013 by the American Diabetes Association. Readers may use this article as long as the work is properly cose homeostasis. Finally, the strength of cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/ the association between A-SAA and inci- licenses/by-nc-nd/3.0/ for details. dent type 2 diabetes was compared with care.diabetesjournals.org DIABETES CARE, VOLUME 36, MAY 2013 1321 Acute-phase SAA and incident type 2 diabetes that of the most frequently used inflam- examination (n = 878) with missing data the Pearson coefficient of correlation for matory marker, circulating high-sensitive in type 2 diabetes status (n = 20) or in one normally distributed variables and the C-reactive protein (hs-CRP). of the covariables used in the different Spearman coefficient of correlation for models (n = 22) were also excluded. skewed distributed variables. Baseline RESEARCH DESIGN AND Thus, 836 subjects were included in the characteristics of subjects who developed METHODS present analyses. type 2 diabetes and those who remained diabetes free were compared using five Study population Ascertainment of type 2 diabetes different tests: 1) Pearson x2 test to test The current study included participants of and assessment of independent for independence of categorical variables the population-based Cooperative Health variables between groups, 2) Fisher exact test to Research in the Region of Augsburg Type 2 diabetes was defined on the basis of test for independence between groups (KORA) survey S4 (1999–2001; N = an OGTT according to the 1999 World with small sample sizes in categories, 3) 4,261) and its 7-year follow-up study F4 Health Organization diagnostic criteria two-sample Student t test for normally dis- (2006–2008; N = 3,080) and was conducted (11) or by a self-report, which was vali- tributed numerical variables with equal in the region of Augsburg, Southern dated using data on glucose-lowering med- variances, 4)Welcht test for normally dis- Germany. The study was approved by the ication or by questioning the attending tributed numerical variables with unequal ethics committee of the Bavarian Medical physician. At baseline, fasting EDTA variances, and 5) the Mann-Whitney U test Association, and informed written con- plasma samples were collected and A-SAA for skewed distributed numerical variables. sent was obtained from all participants. was analyzed by immunonephelometry Multivariable linear and logistic regression The selection process of study partici- on a BN II analyzer using an N Latex–en- analyses with various degrees of adjust- pants is displayed in Fig. 1. The sample hanced test (Siemens, Schwalbach, Ger- ment were performed. Interactions be- included all KORA S4 participants for many). The interassay coefficient of tween A-SAA and sex as well as A-SAA whom an oral glucose tolerance test variation was ,7% (7,12). and age were assessed by adding an inter- (OGTT) was performed at baseline (i.e., Information regarding the collection action term to the multivariable models. only the age-group between 55 and 74 of laboratory, anthropometric, and socio- Two-sided P values that were ,0.05 were years) and who were nondiabetic accord- economic variables is provided in detail considered to be statistically significant. All ing to the OGTT (n = 1,231). For the pres- elsewhere (13–16). statistical analyses were conducted using ent analyses, subjects with elevated levels SAS (version 9.2; SAS Institute, Cary, NC). of hs-CRP at baseline, which indicated an Statistical analyses acute proinflammatory state (hs-CRP A-SAA, hs-CRP, and covariables were RESULTSdBaseline characteristics .10 mg/L, n = 44), or with missing tested for normal distribution. Further- stratified by incident type 2 diabetes status A-SAA data (n = 16) were excluded. Fur- more, all numerical covariables were tested are provided in Table 1. thermore, participants in the follow-up for correlations between each other using Seven-year cumulative incidence of type 2 diabetes was 11.1% (n = 93) in our study. Circulating systemic A-SAA levels were significantly higher in 1) diabetic sub- jects (median of A-SAA levels = 4.0 mg/L [IQR 2.6–6.8 mg/L]) than in nondiabetic subjects (3.4 mg/L [2.2–5.4 mg/L], P = 0.009), 2) women (median = 3.9 mg/L [2.6–6.1 mg/L]) than in men (2.9 mg/L [2.0–4.7 mg/L], P , 0.0001), and 3)sub- jects between 65 and 74 years of age (me- dian = 3.6 mg/L [2.3–6.2 mg/L]) than in subjects between 55 and 64 years of age (3.3 mg/L [2.2–5.0 mg/L], P = 0.03).