RNAseq analysis of bronchial epithelial cells to identify COPD-associated genes and SNPs

被引:21
|
作者
Yeo, Jiyoun [1 ]
Morales, Diego A.
Chen, Tian [3 ]
Crawford, Erin L.
Zhang, Xiaolu [2 ,4 ]
Blomquist, Thomas M. [1 ]
Levin, Albert M. [5 ]
Massion, Pierre P. [6 ]
Arenberg, Douglas A. [7 ]
Midthun, David E. [8 ]
Mazzone, Peter J. [9 ]
Nathan, Steven D. [10 ]
Wainz, Ronald J. [11 ]
Nana-Sinkam, Patrick [12 ,13 ,14 ]
Willey, Paige F. S. [15 ]
Arend, Taylor J. [16 ]
Padda, Karanbir [17 ]
Qiu, Shuhao [18 ]
Federov, Alexei [3 ,4 ]
Hernandez, Dawn-Alita R. [19 ]
Hammersley, Jeffrey R. [19 ]
Yoon, Youngsook [19 ]
Safi, Fadi [19 ]
Khuder, Sadik A.
Willey, James C. [20 ]
机构
[1] Univ Toledo, Dept Pathol, Coll Med, 3000 Arlington Ave,HEB 219, Toledo, OH 43614 USA
[2] Univ Toledo, Div Pulm & Crit Care Med, Dept Med, Coll Med, 3000 Arlington Ave,HEB 219, Toledo, OH 43614 USA
[3] Univ Toledo, Dept Math & Stat, 2801 W Bancroft St, Toledo, OH 43606 USA
[4] Univ Toledo, Dept Med, Coll Med, 3000 Arlington Ave, Toledo, OH 43614 USA
[5] Henry Ford Hlth Syst, Dept Biostat, 1 Ford Pl Detroit, Detroit, MI 48202 USA
[6] Vanderbilt Ingram Canc Ctr, Thorac Program, Nashville, TN 37232 USA
[7] Univ Michigan, 500 S State St, Ann Arbor, MI 48109 USA
[8] Mayo Clin, Dept Pulm & Crit Care Med, 200 1st St SW, Rochester, MN 55905 USA
[9] Cleveland Clin, Dept Pulm Med, 9500 Euclid Ave, Cleveland, OH 44195 USA
[10] Inova Fairfax Hosp, Dept Pulm Med, 3300 Gallows Rd, Falls Church, VA 22042 USA
[11] Toledo Hosp, 2142 N Cove Blvd, Toledo, OH 43606 USA
[12] Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Richmond, VA 23284 USA
[13] Ohio State Univ, James Comprehens Canc Ctr, Columbus, OH 43210 USA
[14] Solove Res Inst, Columbus, OH 43210 USA
[15] Amer Enterprise Inst Publ Policy Res, 1789 Massachusetts Ave NW, Washington, DC 20036 USA
[16] Univ Toledo, Coll Med, 3000 Arlington Ave, Toledo, OH 43614 USA
[17] Emory Univ, Sch Med, 1648 Pierce Dr NE, Atlanta, GA 30307 USA
[18] Univ Toledo, Dept Med, Med Ctr, 3000 Arlington Ave, Toledo, OH 43614 USA
[19] Univ Toledo, Coll Med, Div Pulm & Crit Care Med, Dept Med, 3000 Arlington Ave,RHC 0012, Toledo, OH 43614 USA
[20] Univ Toledo, Coll Med, Dept Med, Div Pulm & Crit Care Med, 3000 Arlington Ave, Toledo, OH 43614 USA
来源
BMC PULMONARY MEDICINE | 2018年 / 18卷
关键词
COPD; eQTL; cis-regulation; GWAS; ERCC5; CAT; CEBPG; GPX1; KEAP1; TP73; XPA; Bronchial epithelial cells; OBSTRUCTIVE PULMONARY-DISEASE; CCAAT/ENHANCER-BINDING-PROTEIN; GENOME-WIDE ASSOCIATION; ALLELE-SPECIFIC EXPRESSION; LUNG-FUNCTION IMPAIRMENT; SUPEROXIDE-DISMUTASE; BASAL-CELLS; BRONCHOGENIC-CARCINOMA; FUNCTIONAL VARIATION; REGULATORY VARIATION;
D O I
10.1186/s12890-018-0603-y
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Background: There is a need for more powerful methods to identify low-effect SNPs that contribute to hereditary COPD pathogenesis. We hypothesized that SNPs contributing to COPD risk through cis-regulatory effects are enriched in genes comprised by bronchial epithelial cell (BEC) expression patterns associated with COPD. Methods: To test this hypothesis, normal BEC specimens were obtained by bronchoscopy from 60 subjects: 30 subjects with COPD defined by spirometry (FEV1/FVC < 0.7, FEV1% < 80%), and 30 non-COPD controls. Targeted next generation sequencing was used to measure total and allele-specific expression of 35 genes in genome maintenance (GM) genes pathways linked to COPD pathogenesis, including seven TP53 and CEBP transcription factor family members. Shrinkage linear discriminant analysis (SLDA) was used to identify COPD-classification models. COPD GWAS were queried for putative cis-regulatory SNPs in the targeted genes. Results: On a network basis, TP53 and CEBP transcription factor pathway gene pair network connections, including key DNA repair gene ERCC5, were significantly different in COPD subjects (e.g., Wilcoxon rank sum test for closeness, p-value = 5.0E-11). ERCC5 SNP rs4150275 association with chronic bronchitis was identified in a set of Lung Health Study (LHS) COPD GWAS SNPs restricted to those in putative regulatory regions within the targeted genes, and this association was validated in the COPDgene non-hispanic white (NHW) GWAS. ERCC5 SNP rs4150275 is linked (D' = 1) to ERCC5 SNP rs17655 which displayed differential allelic expression (DAE) in BEC and is an expression quantitative trait locus (eQTL) in lung tissue (p = 3.2E-7). SNPs in linkage (D' = 1) with rs17655 were predicted to alter miRNA binding (rs873601). A classifier model that comprised gene features CAT, CEBPG, GPX1, KEAP1, TP73, and XPA had pooled 10-fold cross-validation receiver operator characteristic area under the curve of 75.4% (95% CI: 66.3%-89.3%). The prevalence of DAE was higher than expected (p = 0.0023) in the classifier genes. Conclusions: GM genes comprised by COPD-associated BEC expression patterns were enriched for SNPs with cis-regulatory function, including a putative cis-rSNP in ERCC5 that was associated with COPD risk. These findings support additional total and allele-specific expression analysis of gene pathways with high prior likelihood for involvement in COPD pathogenesis.
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页数:13
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