A sequential methodology for the rapid identification and characterization of breast cancer-associated functional SNPs

被引:22
作者
Zhao, Yihan [1 ,2 ]
Wu, Di [3 ,4 ]
Jiang, Danli [1 ]
Zhang, Xiaoyu [1 ]
Wu, Ting [1 ,5 ]
Cui, Jing [6 ]
Qian, Min [2 ]
Zhao, Jean [7 ]
Oesterreich, Steffi [8 ,9 ]
Sun, Wei [10 ]
Finkel, Toren [1 ,10 ]
Li, Gang [1 ,10 ]
机构
[1] Univ Pittsburgh, Aging Inst, Pittsburgh, PA 15219 USA
[2] East China Normal Univ, Sch Life Sci, Shanghai, Peoples R China
[3] Univ N Carolina, Adams Sch Dent, Chapel Hill, NC 27599 USA
[4] Univ N Carolina, Dept Biostat, Chapel Hill, NC 27599 USA
[5] Cent South Univ, Xiangya Sch Med, Dept Med, Changsha, Peoples R China
[6] Brigham & Womens Hosp, Dept Med, Boston, MA 02115 USA
[7] DFCI, Dept Biol Chem, Boston, MA 02115 USA
[8] Univ Pittsburgh, Sch Med, Dept Pharmacol & Chem Biol, Pittsburgh, PA 15261 USA
[9] Univ Pittsburgh, Inst Canc, Magee Womens Res Inst, Womens Canc Res Ctr, 204 Craft Ave, Pittsburgh, PA 15213 USA
[10] Univ Pittsburgh, Med Ctr, Dept Med, Div Cardiol, Pittsburgh, PA 15219 USA
关键词
MITOCHONDRIAL TRANSCRIPTION FACTOR; SUSCEPTIBILITY; REGULATORS; VARIANTS;
D O I
10.1038/s41467-020-17159-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
GWAS cannot identify functional SNPs (fSNP) from disease-associated SNPs in linkage disequilibrium (LD). Here, we report developing three sequential methodologies including Reel-seq (Regulatory element-sequencing) to identify fSNPs in a high-throughput fashion, SDCP-MS (SNP-specific DNA competition pulldown-mass spectrometry) to identify fSNP-bound proteins and AIDP-Wb (allele-imbalanced DNA pulldown-Western blot) to detect allele-specific protein:fSNP binding. We first apply Reel-seq to screen a library containing 4316 breast cancer-associated SNPs and identify 521 candidate fSNPs. As proof of principle, we verify candidate fSNPs on three well-characterized loci: FGFR2, MAP3K1 and BABAM1. Next, using SDCP-MS and AIDP-Wb, we rapidly identify multiple regulatory factors that specifically bind in an allele-imbalanced manner to the fSNPs on the FGFR2 locus. We finally demonstrate that the factors identified by SDCP-MS can regulate risk gene expression. These data suggest that the sequential application of Reel-seq, SDCP-MS, and AIDP-Wb can greatly help to translate large sets of GWAS data into biologically relevant information. It is often difficult to identify functional SNPs from disease-associated SNPs in linkage disequilibrium. Here, the authors present Reel-seq, SDCP-MS and AIDP-Wb, three sequential methodologies for fSNP identification and characterization.
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页数:11
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