Searched for: in-biosketch:yes
person:chakra01
MicroRNAs in the miR-17 and miR-15 families are downregulated in chronic kidney disease with hypertension
Nandakumar, Priyanka; Tin, Adrienne; Grove, Megan L; Ma, Jianzhong; Boerwinkle, Eric; Coresh, Josef; Chakravarti, Aravinda
BACKGROUND: In older adults (aged 70-74 years), African-Americans have 4-fold higher risk of developing hypertension-attributed end-stage renal disease (ESRD) than European-Americans. A hypothesized mechanism linking hypertension and progressive chronic kidney disease (CKD) is the innate immune response and inflammation. Persons with CKD are also more susceptible to infection. Gene expression in peripheral blood can provide a view of the innate immune activation profile. We aimed to identify differentially expressed genes, microRNAs, and pathways in peripheral blood between cases with CKD and high blood pressure under hypertension treatment versus controls without CKD and with controlled blood pressure in African Americans. METHODS: Case and control pairs (N = 15x2) were selected from those without diabetes and were matched for age, sex, body mass index, APOL1 risk allele count, and hypertension medication use. High blood pressure under hypertension treatment was defined as hypertension medication use and systolic blood pressure (SBP) >/= 145 mmHg. CKD was defined as estimated glomerular filtration rate (eGFR) < 60 mL/min/1.73m2. Cases were selected from those with CKD and high blood pressure under hypertension treatment, and controls were selected from those without CKD (eGFR: 75-120 mL/min/1.73m2 and urine albumin-to-creatinine ratio < 30mg/g) and with blood pressure controlled by hypertension medication use (SBP < 135 mmHg and D(diastolic)BP < 90 mm Hg). We perform RNA sequencing of mRNA and microRNA and conducted differential expression and co-expression network analysis. RESULTS: Of 347 miRNAs included in the analysis, 14 were significantly associated with case status (Benjamini-Hochberg adjusted p-value [BH p] < 0.05). Of these, ten were downregulated in cases: three of each belong to the miR-17 and miR-15 families. In co-expression network analysis of miRNA, one module, which included 13 of the 14 significant miRNAs, had significant association with case status. Of the 14,488 genes and 41,739 transcripts included in the analysis, none had significant association with case status. Gene co-expression network analyses did not yield any significant associations for mRNA. CONCLUSION: We have identified 14 differentially expressed miRNAs in the peripheral blood of CKD cases with high blood pressure under hypertension treatment as compared to appropriate controls. Most of the significant miRNAs were downregulated and have critical roles in immune cell functions. Future studies are needed to replicate our findings and determine whether the downregulation of these miRNAs in immune cells may influence CKD progression or complications.
PMCID:5542606
PMID: 28771472
ISSN: 1932-6203
CID: 2746462
Novel Blood Pressure Locus and Gene Discovery Using Genome-Wide Association Study and Expression Data Sets From Blood and the Kidney
Wain, Louise V; Vaez, Ahmad; Jansen, Rick; Joehanes, Roby; van der Most, Peter J; Erzurumluoglu, A Mesut; O'Reilly, Paul F; Cabrera, Claudia P; Warren, Helen R; Rose, Lynda M; Verwoert, Germaine C; Hottenga, Jouke-Jan; Strawbridge, Rona J; Esko, Tonu; Arking, Dan E; Hwang, Shih-Jen; Guo, Xiuqing; Kutalik, Zoltan; Trompet, Stella; Shrine, Nick; Teumer, Alexander; Ried, Janina S; Bis, Joshua C; Smith, Albert V; Amin, Najaf; Nolte, Ilja M; Lyytikainen, Leo-Pekka; Mahajan, Anubha; Wareham, Nicholas J; Hofer, Edith; Joshi, Peter K; Kristiansson, Kati; Traglia, Michela; Havulinna, Aki S; Goel, Anuj; Nalls, Mike A; Sober, Siim; Vuckovic, Dragana; Luan, Jian'an; Del Greco M, Fabiola; Ayers, Kristin L; Marrugat, Jaume; Ruggiero, Daniela; Lopez, Lorna M; Niiranen, Teemu; Enroth, Stefan; Jackson, Anne U; Nelson, Christopher P; Huffman, Jennifer E; Zhang, Weihua; Marten, Jonathan; Gandin, Ilaria; Harris, Sarah E; Zemunik, Tatijana; Lu, Yingchang; Evangelou, Evangelos; Shah, Nabi; de Borst, Martin H; Mangino, Massimo; Prins, Bram P; Campbell, Archie; Li-Gao, Ruifang; Chauhan, Ganesh; Oldmeadow, Christopher; Abecasis, Goncalo; Abedi, Maryam; Barbieri, Caterina M; Barnes, Michael R; Batini, Chiara; Beilby, John; Blake, Tineka; Boehnke, Michael; Bottinger, Erwin P; Braund, Peter S; Brown, Morris; Brumat, Marco; Campbell, Harry; Chambers, John C; Cocca, Massimiliano; Collins, Francis; Connell, John; Cordell, Heather J; Damman, Jeffrey J; Davies, Gail; de Geus, Eco J; de Mutsert, Renee; Deelen, Joris; Demirkale, Yusuf; Doney, Alex S F; Dorr, Marcus; Farrall, Martin; Ferreira, Teresa; Franberg, Mattias; Gao, He; Giedraitis, Vilmantas; Gieger, Christian; Giulianini, Franco; Gow, Alan J; Hamsten, Anders; Harris, Tamara B; Hofman, Albert; Holliday, Elizabeth G; Hui, Jennie; Jarvelin, Marjo-Riitta; Johansson, Asa; Johnson, Andrew D; Jousilahti, Pekka; Jula, Antti; Kahonen, Mika; Kathiresan, Sekar; Khaw, Kay-Tee; Kolcic, Ivana; Koskinen, Seppo; Langenberg, Claudia; Larson, Marty; Launer, Lenore J; Lehne, Benjamin; Liewald, David C M; Lin, Li; Lind, Lars; Mach, Francois; Mamasoula, Chrysovalanto; Menni, Cristina; Mifsud, Borbala; Milaneschi, Yuri; Morgan, Anna; Morris, Andrew D; Morrison, Alanna C; Munson, Peter J; Nandakumar, Priyanka; Nguyen, Quang Tri; Nutile, Teresa; Oldehinkel, Albertine J; Oostra, Ben A; Org, Elin; Padmanabhan, Sandosh; Palotie, Aarno; Pare, Guillaume; Pattie, Alison; Penninx, Brenda W J H; Poulter, Neil; Pramstaller, Peter P; Raitakari, Olli T; Ren, Meixia; Rice, Kenneth; Ridker, Paul M; Riese, Harriette; Ripatti, Samuli; Robino, Antonietta; Rotter, Jerome I; Rudan, Igor; Saba, Yasaman; Saint Pierre, Aude; Sala, Cinzia F; Sarin, Antti-Pekka; Schmidt, Reinhold; Scott, Rodney; Seelen, Marc A; Shields, Denis C; Siscovick, David; Sorice, Rossella; Stanton, Alice; Stott, David J; Sundstrom, Johan; Swertz, Morris; Taylor, Kent D; Thom, Simon; Tzoulaki, Ioanna; Tzourio, Christophe; Uitterlinden, Andre G; Volker, Uwe; Vollenweider, Peter; Wild, Sarah; Willemsen, Gonneke; Wright, Alan F; Yao, Jie; Theriault, Sebastien; Conen, David; Attia, John; Sever, Peter; Debette, Stephanie; Mook-Kanamori, Dennis O; Zeggini, Eleftheria; Spector, Tim D; van der Harst, Pim; Palmer, Colin N A; Vergnaud, Anne-Claire; Loos, Ruth J F; Polasek, Ozren; Starr, John M; Girotto, Giorgia; Hayward, Caroline; Kooner, Jaspal S; Lindgren, Cecila M; Vitart, Veronique; Samani, Nilesh J; Tuomilehto, Jaakko; Gyllensten, Ulf; Knekt, Paul; Deary, Ian J; Ciullo, Marina; Elosua, Roberto; Keavney, Bernard D; Hicks, Andrew A; Scott, Robert A; Gasparini, Paolo; Laan, Maris; Liu, YongMei; Watkins, Hugh; Hartman, Catharina A; Salomaa, Veikko; Toniolo, Daniela; Perola, Markus; Wilson, James F; Schmidt, Helena; Zhao, Jing Hua; Lehtimaki, Terho; van Duijn, Cornelia M; Gudnason, Vilmundur; Psaty, Bruce M; Peters, Annette; Rettig, Rainer; James, Alan; Jukema, J Wouter; Strachan, David P; Palmas, Walter; Metspalu, Andres; Ingelsson, Erik; Boomsma, Dorret I; Franco, Oscar H; Bochud, Murielle; Newton-Cheh, Christopher; Munroe, Patricia B; Elliott, Paul; Chasman, Daniel I; Chakravarti, Aravinda; Knight, Joanne; Morris, Andrew P; Levy, Daniel; Tobin, Martin D; Snieder, Harold; Caulfield, Mark J; Ehret, Georg B
Elevated blood pressure is a major risk factor for cardiovascular disease and has a substantial genetic contribution. Genetic variation influencing blood pressure has the potential to identify new pharmacological targets for the treatment of hypertension. To discover additional novel blood pressure loci, we used 1000 Genomes Project-based imputation in 150 134 European ancestry individuals and sought significant evidence for independent replication in a further 228 245 individuals. We report 6 new signals of association in or near HSPB7, TNXB, LRP12, LOC283335, SEPT9, and AKT2, and provide new replication evidence for a further 2 signals in EBF2 and NFKBIA Combining large whole-blood gene expression resources totaling 12 607 individuals, we investigated all novel and previously reported signals and identified 48 genes with evidence for involvement in blood pressure regulation that are significant in multiple resources. Three novel kidney-specific signals were also detected. These robustly implicated genes may provide new leads for therapeutic innovation.
PMCID:5783787
PMID: 28739976
ISSN: 1524-4563
CID: 2746472
Rare variants in fox-1 homolog A (RBFOX1) are associated with lower blood pressure
He, Karen Y; Wang, Heming; Cade, Brian E; Nandakumar, Priyanka; Giri, Ayush; Ware, Erin B; Haessler, Jeffrey; Liang, Jingjing; Smith, Jennifer A; Franceschini, Nora; Le, Thu H; Kooperberg, Charles; Edwards, Todd L; Kardia, Sharon L R; Lin, Xihong; Chakravarti, Aravinda; Redline, Susan; Zhu, Xiaofeng
Many large genome-wide association studies (GWAS) have identified common blood pressure (BP) variants. However, most of the identified BP variants do not overlap with the linkage evidence observed from family studies. We thus hypothesize that multiple rare variants contribute to the observed linkage evidence. We performed linkage analysis using 517 individuals in 130 European families from the Cleveland Family Study (CFS) who have been genotyped on the Illumina OmniExpress Exome array. The largest linkage peak was observed on chromosome 16p13 (MLOD = 2.81) for systolic blood pressure (SBP). Follow-up conditional linkage and association analyses in the linkage region identified multiple rare, coding variants in RBFOX1 associated with reduced SBP. In a 17-member CFS family, carriers of the missense variant rs149974858 are normotensive despite being obese (average BMI = 60 kg/m2). Gene-based association test of rare variants using SKAT-O showed significant association with SBP (p-value = 0.00403) and DBP (p-value = 0.0258) in the CFS participants and the association was replicated in large independent replication studies (N = 57,234, p-value = 0.013 for SBP, 0.0023 for PP). RBFOX1 is expressed in brain tissues, the atrial appendage and left ventricle in the heart, and in skeletal muscle tissues, organs/tissues which are potentially related to blood pressure. Our study showed that associations of rare variants could be efficiently detected using family information.
PMCID:5386302
PMID: 28346479
ISSN: 1553-7404
CID: 2746492
RET Mutation and Function in HSCR, MEN2, and Other Cancers
Chapter by: Chatterjee, Sumantra; Stine, Zachary E; Mccallion, Andrew S; Chakravarti, Aravinda
in: Epstein's inborn errors of development : the molecular basis of clinical disorders of morphogenesis by Erickson, Robert P; Wynshaw-Boris, Anthony Joseph (Eds)
2016
pp. ?-?
ISBN: 0199934525
CID: 4772432
Rare Exome Sequence Variants in CLCN6 Reduce Blood Pressure Levels and Hypertension Risk
Yu, Bing; Pulit, Sara L; Hwang, Shih-Jen; Brody, Jennifer A; Amin, Najaf; Auer, Paul L; Bis, Joshua C; Boerwinkle, Eric; Burke, Gregory L; Chakravarti, Aravinda; Correa, Adolfo; Dreisbach, Albert W; Franco, Oscar H; Ehret, Georg B; Franceschini, Nora; Hofman, Albert; Lin, Dan-Yu; Metcalf, Ginger A; Musani, Solomon K; Muzny, Donna; Palmas, Walter; Raffel, Leslie; Reiner, Alex; Rice, Ken; Rotter, Jerome I; Veeraraghavan, Narayanan; Fox, Ervin; Guo, Xiuqing; North, Kari E; Gibbs, Richard A; van Duijn, Cornelia M; Psaty, Bruce M; Levy, Daniel; Newton-Cheh, Christopher; Morrison, Alanna C
BACKGROUND: Rare genetic variants influence blood pressure (BP). METHODS AND RESULTS: Whole-exome sequencing was performed on DNA samples from 17 956 individuals of European ancestry and African ancestry (14 497, first-stage discovery and 3459, second-stage discovery) to examine the effect of rare variants on hypertension and 4 BP traits: systolic BP, diastolic BP, pulse pressure, and mean arterial pressure. Tests of approximately 170 000 common variants (minor allele frequency, >/=1%; statistical significance, P=2.9x10(-7)) and gene-based tests of rare variants (minor allele frequency, <1%; approximately 17 000 genes; statistical significance, P=1.5x10(-6)) were evaluated for each trait and ancestry, followed by multiethnic meta-analyses. In the first-stage discovery, rare coding variants (splicing, stop-gain, stop-loss, nonsynonymous variants, or indels) in CLCN6 were associated with lower diastolic BP (cumulative minor allele frequency, 1.3%; beta=-3.20; P=4.1x10(-6)) and were independent of a nearby common variant (rs17367504) previously associated with BP. CLCN6 rare variants were also associated with lower systolic BP (beta=-4.11; P=2.8x10(-4)), mean arterial pressure (beta=-3.50; P=8.9x10(-6)), and reduced hypertension risk (odds ratio, 0.72; P=0.017). Meta-analysis of the 2-stage discovery samples showed that CLCN6 was associated with lower diastolic BP at exome-wide significance (cumulative minor allele frequency, 1.1%; beta=-3.30; P=5.0x10(-7)). CONCLUSIONS: These findings implicate the effect of rare coding variants in CLCN6 in BP variation and offer new insights into BP regulation.
PMCID:4771070
PMID: 26658788
ISSN: 1942-3268
CID: 2746652
Transcriptional regulation of PRPF31 gene expression by MSR1 repeat elements causes incomplete penetrance in retinitis pigmentosa
Rose, Anna M; Shah, Amna Z; Venturini, Giulia; Krishna, Abhay; Chakravarti, Aravinda; Rivolta, Carlo; Bhattacharya, Shomi S
PRPF31-associated retinitis pigmentosa presents a fascinating enigma: some mutation carriers are blind, while others are asymptomatic. We identify the major molecular cause of this incomplete penetrance through three cardinal features: (1) there is population variation in the number (3 or 4) of a minisatellite repeat element (MSR1) adjacent to the PRPF31 core promoter; (2) in vitro, 3-copies of the MSR1 element can repress gene transcription by 50 to 115-fold; (3) the higher-expressing 4-copy allele is not observed among symptomatic PRPF31 mutation carriers and correlates with the rate of asymptomatic carriers in different populations. Thus, a linked transcriptional modifier decreases PRPF31 gene expression that leads to haploinsufficiency. This result, taken with other identified risk alleles, allows precise genetic counseling for the first time. We also demonstrate that across the human genome, the presence of MSR1 repeats in the promoters or first introns of genes is associated with greater population variability in gene expression indicating that copy number variation of MSR1s is a generic controller of gene expression and promises to provide new insights into our understanding of gene expression regulation.
PMCID:4725990
PMID: 26781568
ISSN: 2045-2322
CID: 2746632
Revealing rate-limiting steps in complex disease biology: The crucial importance of studying rare, extreme-phenotype families
Chakravarti, Aravinda; Turner, Tychele N
The major challenge in complex disease genetics is to understand the fundamental features of this complexity and why functional alterations at multiple independent genes conspire to lead to an abnormal phenotype. We hypothesize that the various genes involved are all functionally united through gene regulatory networks (GRN), and that mutant phenotypes arise from the consequent perturbation of one or more rate-limiting steps that affect the function of the entire GRN. Understanding a complex phenotype thus entails unraveling the details of each GRN, namely, the transcription factors that bind to cis regulatory elements affected by sequence variants altering transcription of specific genes, and their mutual feedback relationships. These GRNs can be identified through their rate-limiting steps and are best uncovered by genomic analyses of rare, extreme phenotype families, thus providing a coherent molecular basis to complex traits and disorders.
PMID: 27062178
ISSN: 1521-1878
CID: 2746622
Rare coding TTN variants are associated with electrocardiographic QT interval in the general population
Kapoor, Ashish; Bakshy, Kiranmayee; Xu, Linda; Nandakumar, Priyanka; Lee, Dongwon; Boerwinkle, Eric; Grove, Megan L; Arking, Dan E; Chakravarti, Aravinda
We have shown previously that noncoding variants mapping around a specific set of 170 genes encoding cardiomyocyte intercalated disc (ID) proteins are more enriched for associations with QT interval than observed for genome-wide comparisons. At a false discovery rate (FDR) of 5%, we had identified 28 such ID protein-encoding genes. Here, we assessed whether coding variants at these 28 genes affect QT interval in the general population as well. We used exome sequencing in 4,469 European American (EA) and 1,880 African American (AA) ancestry individuals from the population-based ARIC (Atherosclerosis Risk In Communities) Study cohort to focus on rare (allele frequency <1%) potentially deleterious (nonsynonymous, stop-gain, splice) variants (n = 2,398 for EA; n = 1,693 for AA) and tested their effects on standardized QT interval residuals. We identified 27 nonsynonymous variants associated with QT interval (FDR 5%), 22 of which were in TTN. Taken together with the mapping of a QT interval GWAS locus near TTN, our observation of rare deleterious coding variants in TTN associated with QT interval show that TTN plays a role in regulation of cardiac electrical conductance and coupling, and is a risk factor for cardiac arrhythmias and sudden cardiac death.
PMCID:4913250
PMID: 27321809
ISSN: 2045-2322
CID: 2746612
Enhancer Variants Synergistically Drive Dysfunction of a Gene Regulatory Network In Hirschsprung Disease
Chatterjee, Sumantra; Kapoor, Ashish; Akiyama, Jennifer A; Auer, Dallas R; Lee, Dongwon; Gabriel, Stacey; Berrios, Courtney; Pennacchio, Len A; Chakravarti, Aravinda
Common sequence variants in cis-regulatory elements (CREs) are suspected etiological causes of complex disorders. We previously identified an intronic enhancer variant in the RET gene disrupting SOX10 binding and increasing Hirschsprung disease (HSCR) risk 4-fold. We now show that two other functionally independent CRE variants, one binding Gata2 and the other binding Rarb, also reduce Ret expression and increase risk 2- and 1.7-fold. By studying human and mouse fetal gut tissues and cell lines, we demonstrate that reduced RET expression propagates throughout its gene regulatory network, exerting effects on both its positive and negative feedback components. We also provide evidence that the presence of a combination of CRE variants synergistically reduces RET expression and its effects throughout the GRN. These studies show how the effects of functionally independent non-coding variants in a coordinated gene regulatory network amplify their individually small effects, providing a model for complex disorders.
PMCID:5113733
PMID: 27693352
ISSN: 1097-4172
CID: 2746572
Variant Discovery and Fine Mapping of Genetic Loci Associated with Blood Pressure Traits in Hispanics and African Americans
Franceschini, Nora; Carty, Cara L; Lu, Yingchang; Tao, Ran; Sung, Yun Ju; Manichaikul, Ani; Haessler, Jeff; Fornage, Myriam; Schwander, Karen; Zubair, Niha; Bien, Stephanie; Hindorff, Lucia A; Guo, Xiuqing; Bielinski, Suzette J; Ehret, Georg; Kaufman, Joel D; Rich, Stephen S; Carlson, Christopher S; Bottinger, Erwin P; North, Kari E; Rao, D C; Chakravarti, Aravinda; Barrett, Paula Q; Loos, Ruth J F; Buyske, Steven; Kooperberg, Charles
Despite the substantial burden of hypertension in US minority populations, few genetic studies of blood pressure have been conducted in Hispanics and African Americans, and it is unclear whether many of the established loci identified in European-descent populations contribute to blood pressure variation in non-European descent populations. Using the Metabochip array, we sought to characterize the genetic architecture of previously identified blood pressure loci, and identify novel cardiometabolic variants related to systolic and diastolic blood pressure in a multi-ethnic US population including Hispanics (n = 19,706) and African Americans (n = 18,744). Several known blood pressure loci replicated in African Americans and Hispanics. Fourteen variants in three loci (KCNK3, FGF5, ATXN2-SH2B3) were significantly associated with blood pressure in Hispanics. The most significant diastolic blood pressure variant identified in our analysis, rs2586886/KCNK3 (P = 5.2 x 10-9), also replicated in independent Hispanic and European-descent samples. African American and trans-ethnic meta-analysis data identified novel variants in the FGF5, ULK4 and HOXA-EVX1 loci, which have not been previously associated with blood pressure traits. Our identification and independent replication of variants in KCNK3, a gene implicated in primary hyperaldosteronism, as well as a variant in HOTTIP (HOXA-EVX1) suggest that further work to clarify the roles of these genes may be warranted. Overall, our findings suggest that loci identified in European descent populations also contribute to blood pressure variation in diverse populations including Hispanics and African Americans-populations that are understudied for hypertension genetic risk factors.
PMCID:5063457
PMID: 27736895
ISSN: 1932-6203
CID: 2746552