AMAP: A pipeline for whole-genome mutation detection in Arabidopsis thaliana

被引:12
|
作者
Ishii, Kotaro [1 ]
Kazama, Yusuke [1 ]
Hirano, Tomonari [1 ,2 ]
Hamada, Michiaki [3 ]
Ono, Yukiteru [4 ]
Yamada, Mieko [1 ]
Abe, Tomoko [1 ]
机构
[1] RIKEN, Nishina Ctr, 2-1 Hirosawa, Wako, Saitama 3510198, Japan
[2] Univ Miyazaki, Fac Agr, 1-1 Gakuenkibanadai Nishi, Miyazaki 8892192, Japan
[3] Waseda Univ, Fac Sci & Engn, Shinjuku Ku, 55N-06-10,3-4-1 Okubo, Tokyo 1698555, Japan
[4] IMSBIO Co Ltd, Toshima Ku, 4-21-1-601 Higashi Ikebukuro, Tokyo 1700013, Japan
基金
日本学术振兴会;
关键词
Arabidopsis thaliana; heavy-ion beam; mutation detection; pipeline; whole-genome re-sequencing; SEQUENCING REVEALS; IDENTIFICATION; IRRADIATION; MUTAGENESIS; ZEBRAFISH; CLONING;
D O I
10.1266/ggs.15-00078
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Detection of mutations at the whole-genome level is now possible by the use of high-throughput sequencing. However, determining mutations is a time-consuming process due to the number of false positives provided by mutation-detecting programs. AMAP (automated mutation analysis pipeline) was developed to overcome this issue. AMAP integrates a set of well-validated programs for mapping (BWA), removal of potential PCR duplicates (Picard), realignment (GATK) and detection of mutations (SAMtools, GATK, Pindel, BreakDancer and CNVnator). Thus, all types of mutations such as base substitution, deletion, insertion, translocation and chromosomal rearrangement can be detected by AMAP. In addition, AMAP automatically distinguishes false positives by comparing lists of candidate mutations in sequenced mutants. We tested AMAP by inputting already analyzed read data derived from three individual Arabidopsis thaliana mutants and confirmed that all true mutations were included in the list of candidate mutations. The result showed that the number of false positives was reduced to 12% of that obtained in a previous analysis that lacked a process of reducing false positives. Thus, AMAP will accelerate not only the analysis of mutation induction by individual mutagens but also the process of forward genetics.
引用
收藏
页码:229 / 233
页数:5
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