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The impact of common polymorphisms in CETP and ABCA1 genes with the risk of coronary artery disease in Saudi Arabians

Cyrus, Cyril; Vatte, Chittibabu; Al-Nafie, Awatif; Chathoth, Shahanas; Al-Ali, Rudaynah; Al-Shehri, Abdullah; Akhtar, Mohammed Shakil; Almansori, Mohammed; Al-Muhanna, Fahad; Keating, Brendan; Al-Ali, Amein
BACKGROUND:Coronary artery disease (CAD) is a leading cause of morbidity and mortality worldwide. Many genetic and environmental risk factors including atherogenic dyslipidemia contribute towards the development of CAD. Functionally relevant mutations in the dyslipidemia-related genes and enzymes involved in the reverse cholesterol transport system are associated with CAD and contribute to increased susceptibility of myocardial infarction (MI). METHOD/METHODS:Blood samples from 990 angiographically confirmed Saudi CAD patients with at least one event of myocardial infarction were collected between 2012 and 2014. A total of 618 Saudi controls with no history or family history of CAD participated in the study. Four polymorphisms, rs2230806, rs2066715 (ABCA1), rs5882, and rs708272 (CETP), were genotyped using TaqMan Assay. RESULTS:CETP rs5882 (OR = 1.45, P < 0.005) and ABCA1 rs2230806 (OR = 1.42, P = 0.017) polymorphisms were associated with increased risk of CAD. However, rs708272 polymorphism showed protective effect (B1 vs. B2: OR = 0.80, P = 0.003 and B2B2 vs. B1B1: OR = 0.68, P = 0.012) while the ABCA1 variant rs2066715 was not associated. CONCLUSION/CONCLUSIONS:This study is the first to report the association of these polymorphisms with CAD in the population of the Eastern Province of Saudi Arabia. The rs5882 polymorphism (CETP) showed a significant association and therefore could be a promising marker for CAD risk estimation while the rs708272 polymorphism had a protective effect from CAD.
PMCID:4776394
PMID: 26936456
ISSN: 1479-7364
CID: 5478412

Genomewide Association Study of Tacrolimus Concentrations in African American Kidney Transplant Recipients Identifies Multiple CYP3A5 Alleles

Oetting, W S; Schladt, D P; Guan, W; Miller, M B; Remmel, R P; Dorr, C; Sanghavi, K; Mannon, R B; Herrera, B; Matas, A J; Salomon, D R; Kwok, P-Y; Keating, B J; Israni, A K; Jacobson, P A
We previously reported that tacrolimus (TAC) trough blood concentrations for African American (AA) kidney allograft recipients were lower than those observed in white patients. Subtherapeutic TAC troughs may be associated with acute rejection (AR) and AR-associated allograft failure. This variation in TAC troughs is due, in part, to differences in the frequency of the cytochrome P450 CYP3A5*3 allele (rs776746, expresses nonfunctional enzyme) between white and AA recipients; however, even after accounting for this variant, variability in AA-associated troughs is significant. We conducted a genomewide association study of TAC troughs in AA kidney allograft recipients to search for additional genetic variation. We identified two additional CYP3A5 variants in AA recipients independently associated with TAC troughs: CYP3A5*6 (rs10264272) and CYP3A5*7 (rs41303343). All three variants and clinical factors account for 53.9% of the observed variance in troughs, with 19.8% of the variance coming from demographic and clinical factors including recipient age, glomerular filtration rate, anticytomegalovirus drug use, simultaneous pancreas-kidney transplant and antibody induction. There was no evidence of common genetic variants in AA recipients significantly influencing TAC troughs aside from the CYP3A gene. These results reveal that additional and possibly rare functional variants exist that account for the additional variation.
PMCID:4733408
PMID: 26485092
ISSN: 1600-6143
CID: 5479272

Utility of next-generation sequencing technologies for the efficient genetic resolution of haematological disorders

Zhang, J; Barbaro, P; Guo, Y; Alodaib, A; Li, J; Gold, W; Adès, L; Keating, B J; Xu, X; Teo, J; Hakonarson, H; Christodoulou, J
Next-generation sequencing (NGS) has now evolved to be a relatively affordable and efficient means of detecting genetic mutations. Whole genome sequencing (WGS) or whole exome sequencing (WES) offers the opportunity for rapid diagnosis in many paediatric haematological conditions, where phenotypes are variable and either a large number of genes are involved, or the genes are large making sanger sequencing expensive and labour-intensive. NGS offers the potential for gene discovery in patients who do not have mutations in currently known genes. This report shows how WES was used in the diagnosis of six paediatric haematology cases. In four cases (Diamond-Blackfan anaemia, congenital neutropenia (n = 2), and Fanconi anaemia), the diagnosis was suspected based on classical phenotype, and NGS confirmed those suspicions. Mutations in RPS19, ELANE and FANCD2 were found. The final two cases (MYH9 associated macrothrombocytopenia associated with multiple congenital anomalies; atypical juvenile myelomonocytic leukaemia associated with a KRAS mutation) highlight the utility of NGS where the diagnosis is less certain, or where there is an unusual phenotype. We discuss the advantages and limitations of NGS in the setting of these cases, and in haematological conditions more broadly, and discuss where NGS is most efficiently used.
PMID: 25703294
ISSN: 1399-0004
CID: 5479452

Machine learning derived risk prediction of anorexia nervosa

Guo, Yiran; Wei, Zhi; Keating, Brendan J; Hakonarson, Hakon
BACKGROUND:Anorexia nervosa (AN) is a complex psychiatric disease with a moderate to strong genetic contribution. In addition to conventional genome wide association (GWA) studies, researchers have been using machine learning methods in conjunction with genomic data to predict risk of diseases in which genetics play an important role. METHODS:In this study, we collected whole genome genotyping data on 3940 AN cases and 9266 controls from the Genetic Consortium for Anorexia Nervosa (GCAN), the Wellcome Trust Case Control Consortium 3 (WTCCC3), Price Foundation Collaborative Group and the Children's Hospital of Philadelphia (CHOP), and applied machine learning methods for predicting AN disease risk. The prediction performance is measured by area under the receiver operating characteristic curve (AUC), indicating how well the model distinguishes cases from unaffected control subjects. RESULTS:Logistic regression model with the lasso penalty technique generated an AUC of 0.693, while Support Vector Machines and Gradient Boosted Trees reached AUC's of 0.691 and 0.623, respectively. Using different sample sizes, our results suggest that larger datasets are required to optimize the machine learning models and achieve higher AUC values. CONCLUSIONS:To our knowledge, this is the first attempt to assess AN risk based on genome wide genotype level data. Future integration of genomic, environmental and family-based information is likely to improve the AN risk evaluation process, eventually benefitting AN patients and families in the clinical setting.
PMCID:4721143
PMID: 26792494
ISSN: 1755-8794
CID: 5478402

Erratum to: Copy number variation in CEP57L1 predisposes to congenital absence of bilateral ACL and PCL ligaments

Liu, Yichuan; Li, Yun; March, Michael E; Nguyen, Kenny; Xu, Kexiang; Wang, Fengxiang; Guo, Yiran; Keating, Brendan; Glessner, Joseph; Li, Jiankang; Ganley, Theodore J; Zhang, Jianguo; Deardorff, Matthew A; Xu, Xun; Hakonarson, Hakon
PMID: 26782110
ISSN: 1479-7364
CID: 5478392

Serum lipid expression correlates with function and regeneration following living donor liver transplantation

Wolf, Joshua H; Holmes, Michael V; Fouraschen, Suomi; Keating, Brendan J; Baker, Talia; Emond, Jean; Rader, Daniel J; Shaked, Abraham; Olthoff, Kim M
Following living donor liver transplantation (LDLT; and unlike deceased donor liver transplantation [DDLT]), the liver must rapidly regenerate, and sometimes segmental graft dysfunction (SGD) is observed. Hepatic regeneration requires substantial de novo lipid synthesis, and we previously reported that expression of lipid-related genes is dysregulated in LDLT. Here, we compare serum lipid measurements in 41 LDLT recipients and 43 DDLT recipients at baseline and at serial posttransplant time points. In addition, we examined whether serum lipid/apolipoprotein (apo) levels correlate with the degree of liver regeneration (measured using percent volume increase [%VI] at 3 months) or SGD in LDLT recipients. In contrast to DDLT, lipid levels declined early after LDLT but returned to baseline by 30 days. The odds ratio (OR) for achieving robust regeneration (>90 %VI) was 2.53 (95% confidence interval [CI], 1.15-5.52) for every 1 mg/dL increase in serum apoE at 30 days. The OR of SGD for every year increase in donor age was 1.19 (95% CI, 1.02-1.39), and 0.61 for every 1 mg/dL increase in serum high-density lipoprotein cholesterol at 7 days (95% CI, 0.34-1.11). No associations were detected between preoperative serum lipids/apos in LDLT donors and SGD or %VI in recipients. In conclusion, we suggest that initiation of regeneration prevents the liver from participating fully in lipid transport and metabolism. Inability to meet systemic metabolic needs may result in compromised liver function and SGD. Certain serum lipid concentrations correlate with extent of liver regeneration and function.
PMCID:4718769
PMID: 26202132
ISSN: 1527-6473
CID: 2152192

Lipids, obesity and gallbladder disease in women: insights from genetic studies using the cardiovascular gene-centric 50K SNP array

Rodriguez, Santiago; Gaunt, Tom R; Guo, Yiran; Zheng, Jie; Barnes, Michael R; Tang, Weihang; Danish, Fazal; Johnson, Andrew; Castillo, Berta A; Li, Yun R; Hakonarson, Hakon; Buxbaum, Sarah G; Palmer, Tom; Tsai, Michael Y; Lange, Leslie A; Ebrahim, Shah; Davey Smith, George; Lawlor, Debbie A; Folsom, Aaron R; Hoogeveen, Ron; Reiner, Alex; Keating, Brendan; Day, Ian N M
Gallbladder disease (GBD) has an overall prevalence of 10-40% depending on factors such as age, gender, population, obesity and diabetes, and represents a major economic burden. Although gallstones are composed of cholesterol by-products and are associated with obesity, presumed causal pathways remain unproven, although BMI reduction is typically recommended. We performed genetic studies to discover candidate genes and define pathways involved in GBD. We genotyped 15,241 women of European ancestry from three cohorts, including 3216 with GBD, using the Human cardiovascular disease (HumanCVD) BeadChip containing up to ~ 53,000 single-nucleotide polymorphisms (SNPs). Effect sizes with P-values for development of GBD were generated. We identify two new loci associated with GBD, GCKR rs1260326:T>C (P = 5.88 × 10(-7), ß = -0.146) and TTC39B rs686030:C>A (P = 6.95 x 10(-7), ß = 0.271) and detect four independent SNP effects in ABCG8 rs4953023:G>A (P=7.41 × 10(-47), ß = 0.734), ABCG8 rs4299376:G(>)T (P = 2.40 × 10(-18), ß = 0.278), ABCG5 rs6544718:T>C (P = 2.08 × 10(-14), ß = 0.044) and ABCG5 rs6720173:G>C (P = 3.81 × 10(-12), ß(=)0.262) in conditional analyses taking genotypes of rs4953023:G>A as a covariate. We also delineate the risk effects among many genotypes known to influence lipids. These data, from the largest GBD genetic study to date, show that specific, mainly hepatocyte-centred, components of lipid metabolism are important to GBD risk in women. We discuss the potential pharmaceutical implications of our findings.
PMCID:4681116
PMID: 25920552
ISSN: 1476-5438
CID: 5478312

Genetic Risk Score for Essential Hypertension and Risk of Preeclampsia

Smith, Caitlin J; Saftlas, Audrey F; Spracklen, Cassandra N; Triche, Elizabeth W; Bjonnes, Andrew; Keating, Brendan; Saxena, Richa; Breheny, Patrick J; Dewan, Andrew T; Robinson, Jennifer G; Hoh, Josephine; Ryckman, Kelli K
BACKGROUND:Preeclampsia is a hypertensive complication of pregnancy characterized by novel onset of hypertension after 20 weeks gestation, accompanied by proteinuria. Epidemiological evidence suggests that genetic susceptibility exists for preeclampsia; however, whether preeclampsia is the result of underlying genetic risk for essential hypertension has yet to be investigated. Based on the hypertensive state that is characteristic of preeclampsia, we aimed to determine if established genetic risk scores (GRSs) for hypertension and blood pressure are associated with preeclampsia. METHODS:Subjects consisted of 162 preeclamptic cases and 108 normotensive pregnant controls, all of Iowa residence. Subjects' DNA was extracted from buccal swab samples and genotyped on the Affymetrix Genome-wide Human SNP Array 6.0 (Affymetrix, Santa Clara, CA). Missing genotypes were imputed using MaCH and Minimac software. GRSs were calculated for hypertension, systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean arterial pressure (MAP) using established genetic risk loci for each outcome. Regression analyses were performed to determine the association between GRS and risk of preeclampsia. These analyses were replicated in an independent US population of 516 cases and 1,097 controls of European ancestry. RESULTS:GRSs for hypertension, SBP, DBP, and MAP were not significantly associated with risk for preeclampsia (P > 0.189). The results of the replication analysis also yielded nonsignificant associations. CONCLUSIONS:GRSs for hypertension and blood pressure are not associated with preeclampsia, suggesting that an underlying predisposition to essential hypertension is not on the causal pathway of preeclampsia.
PMCID:4692983
PMID: 26002928
ISSN: 1941-7225
CID: 5478332

Machine Learning Derived Disease Risk Prediction of Anorexia Nervosa [Meeting Abstract]

Guo, Yiran; Wei, Zhi; Keating, Brendan; Hakonarson, Hakon
ISI:000392559600010
ISSN: 0001-5652
CID: 5479112

Adult height, coronary heart disease and stroke: a multi-locus Mendelian randomization meta-analysis

Nuesch, Eveline; Dale, Caroline; Palmer, Tom M.; White, Jon; Keating, Brendan J.; van Iperen, Erik P. A.; Goel, Anuj; Padmanabhan, Sandosh; WAsselbergs, Folkert; Lange, Leslie A.; Hovingh, G. K.; Sivapalaratnam, Suthesh; Morris, Richard W.; Whincup, Peter H.; Wannamethe, Goya S.; Gaunt, Tom R.; Ebrahim, Shah; Steel, Laura; Nair, Nikhil; Reiner, Alexander P.; Kooperberg, Charles; Wilson, James F.; Bolton, Jennifer L.; McLachlan, Stela; Price, Jacqueline F.; Strachan, Mark W. J.; Robertson, Christine M.; Kleber, Marcus E.; Delgado, Graciela; Marz, Winfried; Melander, Olle; Dominiczak, Anna F.; Farrall, Martin; Watkins, Hugh; Leusink, Maarten; Maitland-van der Zee, Anke H.; de Groot, Mark C. H.; Dudbridge, Frank; Hingorani, Aroon; Ben-Shlomo, Yoav; Lawlor, Debbie A.; Smith, George Davey; Wells, Jonathan C.; Leon, David A.; Holmes, Michael V.; Casas, Juan P.
ISI:000398261100031
ISSN: 0300-5771
CID: 5479122