Candidate gene studies in the 21st century: meta-analysis, mediation, moderation

2006 ◽  
Vol 5 (S1) ◽  
pp. 3-8 ◽  
Author(s):  
M. R. Munafò
2010 ◽  
Vol 32 (2) ◽  
pp. 417-426 ◽  
Author(s):  
Young Ho Lee ◽  
Sung Jae Choi ◽  
Jong Dae Ji ◽  
Gwan Gyu Song

2011 ◽  
Vol 728 (1-2) ◽  
pp. 67-79 ◽  
Author(s):  
Kshitij Srivastava ◽  
Anvesha Srivastava ◽  
Kiran Lata Sharma ◽  
Balraj Mittal

Author(s):  
Gemma C Sharp ◽  
Rossella Alfano ◽  
Akram Ghantous ◽  
Jose Urquiza ◽  
Sheryl L Rifas-Shiman ◽  
...  

AbstractBackgroundAccumulating evidence links paternal adiposity in the peri-conceptional period to offspring health outcomes. DNA methylation has been proposed as a mediating mechanism, but very few studies have explored this possibility in humans.Methods and findingsIn the Pregnancy And Childhood Epigenetics (PACE) consortium, we conducted a meta-analysis of co-ordinated epigenome-wide association studies (EWAS) of paternal prenatal Body Mass Index (BMI) (with and without adjustment for maternal BMI) in relation to DNA methylation in offspring blood at birth (13 datasets; total n= 4,894) and in childhood (six datasets; total n = 1,982). We found little evidence of association at either time point: for all CpGs, the False Discovery Rate-adjusted P-values were >0.05. In sex-stratified analyses, we found just four CpGs where there was robust evidence of association in female offspring. To compare our findings to those of other studies, we conducted a systematic review, which identified seven studies, including five candidate gene studies showing associations between paternal BMI/obesity and offspring or sperm DNA methylation at imprinted regions. However, in our own study, we found very little evidence of enrichment for imprinted genes.ConclusionOur findings do not support the hypothesis that paternal BMI around the time of pregnancy is associated with offspring blood DNA methylation, even at imprinted regions.Author SummaryPrevious small, mostly candidate gene studies have shown associations between paternal pre-pregnancy BMI and offspring blood DNA methylation. However, in our large meta-analysis of co-ordinated EWAS results from a total of 19 datasets across two timepoints, we found little evidence to support these findings, even at imprinted regions. This does not rule out the possibility of a paternal epigenetic effect in different tissues, at regions not covered by the 450k array, via different mechanisms, or in populations with greater extremes of paternal BMI. More research is warranted to help understand the size and nature of contributions of paternal adiposity to offspring epigenetics and health outcomes.


Acta Tropica ◽  
2021 ◽  
Vol 215 ◽  
pp. 105802
Author(s):  
Jeffery Ho ◽  
Tanasak Changbunjong ◽  
Thekhawet Weluwanarak ◽  
Sabir Hussain ◽  
Olivier Sparagano

2021 ◽  
Author(s):  
Timm Opitz ◽  
Tobias Schuwerk ◽  
Markus Paulus ◽  
Daniela Kloo ◽  
Christopher Osterhaus ◽  
...  

2001 ◽  
Vol 33 (4) ◽  
pp. 248-256 ◽  
Author(s):  
Ian Jones ◽  
Nick Craddock

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.


Author(s):  
Douglas F. Levinson

Categorical major depressive disorder has been the focus of most genetic studies, although some studies use continuous measures or consider both depression and anxiety. Lifetime risk of major depression is high (12-20%), heritability is below 40%, and the relative risk to first-degree relatives is approximately 3. These characteristics are challenging for current genetic methods. There have been several significant linkage findings which do not consistently replicate. Genomewide association studies have not produced significant findings, but analyses that cut across diagnostic boundaries seem promising. Candidate gene studies have been fraught with methodological problems, although the largest meta-analysis to date supported the hypothesis that 5-HTTLPR genotype and specific stressors interact to predict depressive episodes (but not lifetime risk of depression). Future steps include application of sequencing and stem cell technologies. Methods are need to build larger samples with more detailed clinical assessment. Outstanding genetic epidemiological issues should be addressed by new studies.


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