Abstract P002: Evidence For Smoking Dependent Genetic Effects on C-reactive Protein Levels in a Multi-ethnic Cohort Setting: The Care Consortium.

Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Jaclyn Ellis ◽  
Jeremy Walston ◽  
Josee Dupuis ◽  
Emma Larkin ◽  
Maja Barbalic ◽  
...  

INTRODUCTION: C-reactive protein (CRP) is a heritable biomarker of systemic inflammation and a predictor of cardiovascular disease (CVD). Cigarette smoking is a major risk factor in the development of CVD and has been shown to affect circulating levels of CRP. Therefore, we sought to determine how this important environmental exposure may influence genetic associations with CRP in a multi-ethnic setting. METHODS: Using the ITMAT Broad-CARe (IBC) SNP array, a custom 50,000 SNP gene-centric array having dense coverage of over 2,000 candidate genes for CVD pathways, we performed a meta-analysis of up to 26,065 participants of European descent and 7,584 participants of African descent for association with log-CRP level within smoking status stratum. The 2 smoking strata were: never smokers and ever smokers (comprising of current and former smokers). We conducted IBC-wide association scans for CRP within cohort-, race- and smoking-stratum and meta-analyzed by race. Samples were from the Candidate gene Association Resource (CARe) cohorts (Atherosclerosis Risk in Communities Study, Framingham Heart Study, Cardiovascular Health Study, Cleveland Family Study , Coronary Artery Risk Development in Young Adults Study, Jackson Heart Study, and Multi-Ethnic Study of Atherosclerosis Study). Results were considered to be panel wide statistically significant if p<2.2×10−6. RESULTS: The overall sample size for ever smokers (never smokers) was 11,698 (10,344) in European Americans and 3,448 (4,330) in African Americans. The per-allele beta coefficients for genes previously established to be associated with CRP and present on the IBC chip ( CRP, APOE, GCKR, IL6R, LEPR, HNF1A, NLRP3 ) were very similar in magnitude between smoking strata in European Americans. However, in the African Americans, the estimated per-allele CRP and IL6R betas were 2-times larger for the ever smokers as compared to the never smokers. In the European American analysis, one gene not previously reported for association with CRP reached IBC-wide significance for a CRP-lowering effect in the never smokers ( GSTT1 , p=4.8E-07 for SNP rs405597 ), but not in the ever smokers (p=0.078). CONCLUSION: This large scale candidate gene based meta-analysis identified one novel locus for CRP ( GSTT1 ) associated with serum CRP levels in those reporting having never regularly smoked. Polymorphisms in GSTT1 , which plays a role in detoxification, have previously been reported to interact with smoking for other phenotypes including birth weight and colorectal cancer. We also observed evidence that smoking modifies the effects for previously established loci CRP and IL6R in African Americans. These results may identify important context genetic specific effects that influence chronic inflammation.

Diabetes Care ◽  
2015 ◽  
Vol 38 (9) ◽  
pp. 1694-1700 ◽  
Author(s):  
Valery S. Effoe ◽  
Adolfo Correa ◽  
Haiying Chen ◽  
Mary E. Lacy ◽  
Alain G. Bertoni

Circulation ◽  
2021 ◽  
Vol 143 (Suppl_1) ◽  
Author(s):  
Xiang Gao ◽  
Steven R Horbal ◽  
Hao Fan ◽  
Le Su ◽  
Solomon K Musani ◽  
...  

Objective: Little is known about the moderation and mediation factors among the association between endothelin-1 (ET-1) level and type 2 diabetes progression in African Americans. We explored the role of high sensitivity C-reactive protein (hsCRP) as a moderator and homeostatic model assessment of insulin resistance (HOMA-IR) as a mediator for the association between ET-1 level and type 2 diabetes progression among African Americans enrolled in the Jackson Heart Study (JHS). Methods: We included 1,692 participants free of prediabetes and diabetes at baseline, who attended Exam 1 of the JHS in 2000-2004 and Exam 3 in 2009-2013, and with measured ET-1 level at Exam 1. Incident prediabetes and diabetes were ascertained at Exam 3. We used a sequential regression model procedure. Zou’s modified Poisson multivariable models were used to calculate risk ratios (RR) and 95% confidence intervals (CI) for prediabetes and diabetes. Effect modification was assessed in the multivariable adjusted model. Valeri and VanderWeele’s mediation analysis approach was utilized to evaluate mediation. Results: A higher log-transformed ET-1 level was detected when comparing non-diabetes versus prediabetes and diabetes participants (p-value for trend = 0.03). Compared to quartile 1 (<0.9 pg/mL) of ET-1, quartile 2 (0.9-1.2 pg/mL) of ET-1 was significantly associated with higher risk of prediabetes (RR=1.19 [95% CI 1.02, 1.38]) and diabetes (RR=1.19 [95% CI 1.02, 1.40]). This association only remained significant for diabetes in the multivariable adjusted model (RR=1.20 [95% CI 1.02, 1.40]) and was not attenuated after adjusted for hsCRP (RR=1.20 [95% CI 1.03, 1.40]), HOMA-IR (RR=1.20 [95% CI 1.02, 1.40]), and both hsCRP and HOMA-IR (RR=1.20 [95% CI 1.03, 1.40]) in quartile 2 of ET-1.The risk of elevated ET-1 level on diabetes was higher in participants with increased hsCRP level in the multivariable adjusted model (RR=1.06 [95% CI 1.02, 1.09]), and further adjusted for HOMA-IR (RR=1.06 [95% CI 1.02, 1.09]. The indirect effect of ET-1 on prediabetes through HOMA-IR is 0.96 (P<0.01), but not found for hsCRP (p=0.26). The total effect of ET-1 on prediabetes mediated by HOMA-IR is 47%. No such mediation effect of HOMA-IR was found among diabetes participants. Conclusions: African Americans with higher ET-1 levels have a higher risk of prediabetes and diabetes. Additionally, the risk of diabetes is elevated among those African Americans with increased hsCRP levels. The mediation analysis result supports that ET-1 is involved in the stage of glucose metabolism imbalances leading to diabetes progression.


2010 ◽  
Vol 11 (1) ◽  
Author(s):  
Ervin R Fox ◽  
Emelia J Benjamin ◽  
Daniel F Sarpong ◽  
Harsha Nagarajarao ◽  
Jason K Taylor ◽  
...  

2008 ◽  
Vol 102 (7) ◽  
pp. 835-841 ◽  
Author(s):  
Ervin R. Fox ◽  
Emelia J. Benjamin ◽  
Daniel F. Sarpong ◽  
Charles N. Rotimi ◽  
James G. Wilson ◽  
...  

2019 ◽  
Vol 149 (4) ◽  
pp. 605-618 ◽  
Author(s):  
Manije Darooghegi Mofrad ◽  
Alireza Milajerdi ◽  
Fariba Koohdani ◽  
Pamela J Surkan ◽  
Leila Azadbakht

ABSTRACT Background Conflicting findings on the effects of garlic supplementation on inflammatory biomarkers have been observed in randomized clinical trials (RCTs). Objectives The aim of this study was to summarize study results regarding the effects of garlic supplementation on serum inflammatory biomarkers in adults. Methods We searched Scopus, PubMed, Google Scholar and Cochrane library databases for relevant papers published until April 2018, using keywords such as “garlic” and “inflammatory biomarker.” We included RCTs that 1) were conducted in adults, 2) examined the effects of garlic supplementation on inflammatory biomarkers compared to a control group, and 3) reported sufficient data on inflammatory biomarkers. Results were reported as weighted mean differences (WMD) with 95% CI using random effects models. Cochrane's Q and I-squared (I2) tests were used to determine heterogeneity among studies. Funnel plots and Egger's regression test were used to assess publication bias. Results Sixteen RCTs were included. Garlic doses ranged from 12 to 3600 mg/d, and intervention duration ranged from 2 to 52 wk. Garlic administration significantly reduced serum C-reactive protein (CRP) (n = 13) (WMD: −0.61 mg/L, 95% CI: −1.12, −0.11, P = 0.018, I2 = 76.9%), IL-6 (n = 5) (WMD: −0.73 ng/L, 95% CI: −1.06, −0.40, P < 0.001, I2 = 0%), and TNF (n = 7) (WMD: −0.26 ng/L, 95% CI: −0.41, −0.12, P < 0.001, I2 = 0.0%), compared to controls. However, the effect of garlic supplementation on serum adiponectin (n = 3) (WMD: 0.18 µg/L, 95% CI: −0.21, 0.57, P = 0.35, I2 = 60.7%) and leptin (n = 2) (WMD: −1.25 µg/L, 95% CI: −2.64, 0.14, P = 0.07, I2 = 0.0%) concentrations were not significant. Conclusion In this meta-analysis of RCTs, we found that garlic supplementation reduced serum concentrations of CRP, TNF, IL-6, but did not affect serum adiponectin and leptin in adults. More RCTs are needed to test the effects of garlic supplementation on inflammation.


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Arsalan Hamid ◽  
Wondwosen Yimer ◽  
Adebamike A Oshunbade ◽  
Shahzeb Khan ◽  
Rodney K Kipchumba ◽  
...  

Introduction: Elevation in the inflammatory marker high sensitivity C-reactive protein (hsCRP) is associated with worse outcomes in patients with heart failure (HF). We aimed to determine if baseline or trajectory of hsCRP levels over time predict incident HF hospitalization. Methods: Jackson Heart Study (JHS) participants’ (n=4203 African Americans) hsCRP levels were measured over 3 visits (visit 1: 2000 to 2004; visit 2: 2005 to 2008; visit 3: 2009 to 2013). We assessed the association of a single hsCRP level measurement at baseline (visit 1) with incident HF hospitalization using Cox proportional hazard models. Furthermore, we assessed the association of trajectory of hsCRP over repeated measurements (visit 1-3) with incident HF using a joint model, which incorporates estimated hsCRP from a linear mixed effects model into a Cox hazards model to predict incident HF hospitalization while incorporating trajectory of hsCRP over visits. All hazard ratios (HR) are presented as an increase in hsCRP by 1 standard deviation on a Log 2 scale. Results: At baseline, mean age of participants was 55±13 years, 63.4% were women, and mean hsCRP level was 0.5±0.7 mg/dl. Over a median follow-up of 12 years, 353 (8.4%) participants were hospitalized with incident HF. After adjustment for covariates, baseline hsCRP was not associated with increased risk of incident HF hospitalization (Table, p>0.05). However, increases in hsCRP levels on follow-up were associated with a significantly increased risk of incident HF hospitalization (Table, p<0.05). Conclusions: While an elevated hsCRP level at one time point may not be associated with incident HF, the increasing trajectory of change in hsCRP over time is predictive of increased risk for incident HF hospitalization in African Americans. These data support the role of increased inflammatory status in the development of heart failure.


2014 ◽  
Vol 133 (8) ◽  
pp. 985-995 ◽  
Author(s):  
Jaclyn Ellis ◽  
Ethan M. Lange ◽  
Jin Li ◽  
Josee Dupuis ◽  
Jens Baumert ◽  
...  

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