Person: Himes, Blanca
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Publication A genome-wide association study of bronchodilator response in asthmatics
(Nature Publishing Group, 2013) Duan, Q; Lasky-Su, Jessica; Himes, Blanca; Qiu, Weiliang; Litonjua, Augusto A.; Damask, Amy; Lazarus, Richard; Klanderman, Barbara; Irvin, Charles G.; Peters, Stephen P; Hanrahan, John P; Lima, John J.; Martinez, Fernando D.; Mauger, David; Chinchilli, Vernon M.; Soto-Quiros, Manuel; Avila, Lydiana; Celedón, Juan C.; Lange, Christoph; Weiss, Scott; Tantisira, KelanReversibility of airway obstruction in response to β2-agonists is highly variable among asthmatics, which is partially attributed to genetic factors. In a genome-wide association study of acute bronchodilator response (BDR) to inhaled albuterol, 534,290 single nucleotide polymorphisms (SNPs) were tested in 403 white trios from the Childhood Asthma Management Program using five statistical models to determine the most robust genetic associations. The primary replication phase included 1397 polymorphisms in three asthma trials (pooled n=764). The second replication phase tested 13 SNPs in three additional asthma populations (n=241, n=215, and n=592). An intergenic SNP on chromosome 10, rs11252394, proximal to several excellent biological candidates, significantly replicated (p=1.98×10−7) in the primary replication trials. An intronic SNP (rs6988229) in the collagen (COL22A1) locus also provided strong replication signals (p=8.51×10−6). This study applied a robust approach for testing the genetic basis of BDR and identified novel loci associated with this drug response in asthmatics.
Publication Inhaled corticosteroid treatment modulates ZNF432 gene variant’s effect on bronchodilator response in asthmatics
(Elsevier BV, 2014) Wu, Ann; Himes, Blanca; Lasky-Su, Jessica; Litonjua, Augusto A.; Peters, Stephen P.; Lima, John; Kubo, Michiaki; Tamari, Mayumi; Nakamura, Yusuke; Qiu, Weiliang; Weiss, Scott; Tantisira, KelanBackground: Single nucleotide polymorphisms (SNPs) influence a patient's response to inhaled corticosteroids and β2-agonists, and the effect of treatment with inhaled corticosteroids is synergistic with the effect of β2-agonists. We hypothesized that use of inhaled corticosteroids could influence the effect of SNPs associated with bronchodilator response.
Objective: To assess whether, among asthma subjects, the association of SNPs with bronchodilator response is different between those treated with inhaled corticosteroids vs. those on placebo.
Methods: A genome-wide association analysis was conducted using 581 white subjects from the Childhood Asthma Management Program (CAMP). Using data for 449,540 SNPs, we conducted a gene by environment analysis in PLINK with inhaled corticosteroid treatment as the environmental exposure and bronchodilator response as the outcome measure. We attempted to replicate the top 12 SNPs in the Leukotriene Modifier Or Corticosteroid or Corticosteroid-Salmeterol (LOCCS) Trial.
Results: The combined P-value for the CAMP and LOCCS populations was 4.81E-08 for rs3752120, which is located in the zinc finger protein gene ZNF432, and has unknown function.
Conclusions: Inhaled corticosteroids appear to modulate the association of bronchodilator response with variant(s) in the ZNF432 gene among adults and children with asthma.
Clinical Implications: Clinicians who treat asthma patients with inhaled corticosteroids should be aware that the patient's genetic makeup likely influences response as measured in lung function.
Capsule Summary: Our study suggests that inhaled corticosteroids could influence the effect of multiple SNPs associated with bronchodilator response across the genome.
Publication Further replication studies of the EVE Consortium meta-analysis identifies 2 asthma risk loci in European Americans
(Elsevier BV, 2012) Myers, Rachel A.; Himes, Blanca; Gignoux, Christopher R.; Yang, James J.; Gauderman, W. James; Rebordosa, Cristina; Xie, Jianming; Torgerson, Dara G.; Levin, Albert M.; Baurley, James; Graves, Penelope E.; Mathias, Rasika A.; Romieu, Isabelle; Roth, Lindsey A.; Conti, David; Avila, Lydiana; Eng, Celeste; Vora, Hita; LeNoir, Michael A.; Soto-Quiros, Manuel; Liu, Jinghua; Celedón, Juan C.; Farber, Harold J.; Kumar, Rajesh; Avila, Pedro C.; Meade, Kelley; Serebrisky, Denise; Thyne, Shannon; Rodriguez-Cintron, William; Rodriguez-Santana, Jose R.; Borrell, Luisa N.; Lemanske, Robert F.; Bleecker, Eugene R.; Meyers, Deborah A.; London, Stephanie J.; Barnes, Kathleen C.; Raby, Benjamin; Martinez, Fernando D.; Gilliland, Frank D.; Williams, L. Keoki; Burchard, Esteban G.; Weiss, Scott; Nicolae, Dan L.; Ober, CaroleBackground: Genome-wide association studies of asthma have implicated many genetic risk factors, with well-replicated associations at approximately 10 loci that account for only a small proportion of the genetic risk. Objectives—We aimed to identify additional asthma risk loci by performing an extensive replication study of the results from the EVE Consortium meta-analysis. Methods: We selected 3186 SNPs for replication based on the p-values from the EVE Consortium meta-analysis. These SNPs were genotyped in ethnically diverse replication samples from nine different studies, totaling to 7202 cases, 6426 controls, and 507 case-parent trios. Association analyses were conducted within each participating study and the resulting test statistics were combined in a meta-analysis. Results: Two novel associations were replicated in European Americans: rs1061477 in the KLK3 gene on chromosome 19 (combined OR = 1.18; 95% CI 1.10 – 1.25) and rs9570077 (combined OR =1.20 95% CI 1.12–1.29) on chromosome 13q21. We could not replicate any additional associations in the African American or Latino individuals. Conclusions: This extended replication study identified two additional asthma risk loci in populations of European descent. The absence of additional loci for African Americans and Latino individuals highlights the difficulty in replicating associations in admixed populations.
Publication A genome-wide association study of plasma total IgE concentrations in the Framingham Heart Study
(Elsevier BV, 2012) Granada, Mark; Wilk, Jemma; Tuzova, Marina; Strachan, David P.; Weidinger, Stephan; Albrecht, Eva; Gieger, Christian; Heinrich, Joachim; Himes, Blanca; Hunninghake, Gary; Celedón, Juan C.; Weiss, Scott; Cruikshank, William W.; Farrer, Lindsay A.; Center, David M.; O'Connor, George T.Background— Atopy and plasma IgE concentration are genetically complex traits, and the specific genetic risk factors that lead to IgE dysregulation and clinical atopy are an area of active investigation. Objective— To ascertain the genetic risk factors which lead to IgE dysregulation. Methods— A genome wide association study (GWAS) was performed in 6,819 participants from the Framingham Heart Study (FHS). Seventy of the top SNPs were selected based on p-values and linkage disequilibrium among neighboring SNPs and evaluated in a meta-analysis with five independent populations from the KORA, B58C, and CAMP cohorts. Results— Thirteen SNPs located in the region of three genes, FCER1A, STAT6, and IL-13, were found to have genome-wide significance in the FHS GWAS. The most significant SNPs from the three regions were rs2251746 (FCER1A, p-value 2.11×10 -12), rs1059513 (STAT6, p-value 2.87×10 -08), and rs1295686 (IL-13, p-value 3.55×10 -08). Four additional gene regions - HLA-G, HLA-DQA2, HLA-A, and DARC - reached genome-wide statistical significance in meta-analysiscombining FHS and replication cohorts, although the DARC association did not appear independent of SNPs in the nearby FCER1A gene. Conclusion— This GWAS of the FHS has identified genetic loci in HLA genes that may have a role in the pathogenesis of IgE dysregulation and atopy. It also confirmed the association of known susceptibility loci, FCER1A, STAT6, and IL-13, for the dysregulation of total IgE.
Publication A genome-wide survey of CD4+ lymphocyte regulatory genetic variants identifies novel asthma genes
(Elsevier BV, 2014) Sharma, Sunita; Zhou, Xiaobo; Thibault, Derek M.; Himes, Blanca; Liu, Andy; Szefler, Stanley J.; Strunk, Robert; Castro, Mario; Hansel, Nadia N.; Diette, Gregory B.; Vonakis, Becky M.; Adkinson, N. Franklin; Avila, Lydiana; Soto-Quiros, Manuel; Barraza-Villareal, Albino; Lemanske, Robert F.; Solway, Julian; Krishnan, Jerry; White, Steve; Cheadle, Chris; Berger, Alan E.; Fan, Jinshui; Boorgula, Meher Preethi; Nicolae, Dan; Gilliland, Frank; Barnes, Kathleen; London, Stephanie J.; Martinez, Fernando; Ober, Carole; Celedón, Juan C.; Carey, Vincent; Weiss, Scott; Raby, BenjaminBackground: Genome-wide association studies have yet to identify the majority of genetic variants involved in asthma. We hypothesized that expression quantitative trait locus (eQTL) mapping can identify novel asthma genes by enabling prioritization of putative functional variants for association testing. Objective: We evaluated 6,706 cis-acting expression-associated variants (eSNP) identified through a genome-wide eQTL survey of CD4+ lymphocytes for association with asthma. Methods: eSNP were tested for association with asthma in 359 asthma cases and 846 controls from the Childhood Asthma Management Program, with verification using family-based testing. Significant associations were tested for replication in 579 parent-child trios with asthma from Costa Rica. Further functional validation was performed by Formaldehyde Assisted Isolation of Regulatory Elements (FAIRE)-qPCR and Chromatin-Immunoprecipitation (ChIP)-PCR in lung derived epithelial cell lines (Beas-2B and A549) and Jurkat cells, a leukemia cell line derived from T lymphocytes. Results: Cis-acting eSNP demonstrated associations with asthma in both cohorts. We confirmed the previously-reported association of ORMDL3/GSDMB variants with asthma (combined p=2.9 × 108). Reproducible associations were also observed for eSNP in three additional genes: FADS2 (p=0.002), NAGA (p=0.0002), and F13A1 (p=0.0001). We subsequently demonstrated that FADS2 mRNA is increased in CD4+ lymphocytes in asthmatics, and that the associated eSNPs reside within DNA segments with histone modifications that denote open chromatin status and confer enhancer activity. Conclusions: Our results demonstrate the utility of eQTL mapping in the identification of novel asthma genes, and provide evidence for the importance of FADS2, NAGA, and F13A1 in the pathogenesis of asthma.
Publication Genome-wide association study of the age of onset of childhood asthma
(Elsevier BV, 2012) Forno, Erick; Lasky-Su, Jessica; Himes, Blanca; Howrylak, Judie; Ramsey, Clare; Brehm, John; Klanderman, Barbara; Ziniti, John; Melén, Erik; Pershagen, Goran; Wickman, Magnus; Martinez, Fernando; Mauger, Dave; Sorkness, Christine; Tantisira, Kelan; Raby, Benjamin; Weiss, Scott; Celedón, Juan C.BACKGROUND: Childhood asthma is a complex disease with known heritability and phenotypic diversity. Although an earlier onset has been associated with more severe disease, there has been no genome-wide association study of the age of onset of asthma in children.
OBJECTIVE: To identify genetic variants associated with earlier onset of childhood asthma.
METHODS: We conducted the first genome-wide association study (GWAS) of the age of onset of childhood asthma among participants in the Childhood Asthma Management Program (CAMP), and used three independent cohorts from North America, Costa Rica, and Sweden for replication.
RESULTS: Two SNPs were associated with earlier onset of asthma in the combined analysis of CAMP and the replication cohorts: : rs9815663 (Fisher’s P value=2.31 × 10−8) and rs7927044 (P=6.54 × 10−9). Of these two SNPs, rs9815663 was also significantly associated with earlier asthma onset in an analysis including only the replication cohorts. Ten SNPs in linkage disequilibrium with rs9815663 were also associated with earlier asthma onset (2.24 × 10−7 < P < 8.22 ×10−6). Having ≥1 risk allele of the two SNPs of interest (rs9815663 and rs7927044) was associated with lower lung function and higher asthma medication use during 4 years of follow-up in CAMP.
CONCLUSIONS: We have identified two SNPs associated with earlier onset of childhood asthma in four independent cohorts.