Challenges in exome analysis by LifeScope and its alternative computational pipelines

作者: Aidas Pranculis , Vaidutis Kučinskas , Erinija Pranckevičiene , Tautvydas Rančelis

DOI: 10.1186/S13104-015-1385-4

关键词:

摘要: Every next generation sequencing (NGS) platform relies on proprietary and open source computational tools to analyze data. NGS for Illumina platforms are well documented which is not the case with AB SOLiD systems. We applied several variant calling pipelines analyse targeted exome data obtained using 5500 system. Our investigated comprised LifeScope’s pipeline in combination color-space competent mapping programs a caller. present instrumental details of that were used quantitative comparative analysis lists generated by versus tools. Sufficient coverage regions was achieved all pipelines. High variability observed identities variants across programs. less than 50 % concordance produced approaches based different algorithms. summarized regards (DP) quality (QUAL) properties provided GATK found superior. Fusion information profiles (pileup) at genomic positions alignments proved be useful strategy assess questionable singleton variants. quantitatively supported conclusion Lifescope’s superior processing Nevertheless use alternative encouraged because aggregation from other helps resolve calls increases confidence call. It noted threshold considered further has chosen data-driven way prevent loss important information.

参考文章(32)
Arthur M. Lesk, Introduction to Bioinformatics ,(2002)
Joep de Ligt, Philip M. Boone, Rolph Pfundt, Lisenka E.L.M. Vissers, Nicole de Leeuw, Christine Shaw, Han G. Brunner, James R. Lupski, Joris A. Veltman, Jayne Y. Hehir-Kwa, Platform comparison of detecting copy number variants with microarrays and whole-exome sequencing. Genomics data. ,vol. 2, pp. 144- 146 ,(2014) , 10.1016/J.GDATA.2014.06.009
Emily M. Coonrod, Jacob D. Durtschi, Rebecca L. Margraf, Karl V. Voelkerding, Developing Genome and Exome Sequencing for Candidate Gene Identification in Inherited Disorders: An Integrated Technical and Bioinformatics Approach Archives of Pathology & Laboratory Medicine. ,vol. 137, pp. 415- 433 ,(2013) , 10.5858/ARPA.2012-0107-RA
Tautvydas Rančelis, Loreta Cimbalistienė, Vaidutis Kučinskas, Next-generation whole-exome sequencing contribution to identification of rare autosomal recessive diseases Acta Medica Lituanica. ,vol. 20, pp. 43- 51 ,(2013) , 10.6001/ACTAMEDICA.V20I1.2626
K. Wang, M. Li, H. Hakonarson, ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data Nucleic Acids Research. ,vol. 38, ,(2010) , 10.1093/NAR/GKQ603
Nils Homer, Barry Merriman, Stanley F Nelson, Local alignment of two-base encoded DNA sequence BMC Bioinformatics. ,vol. 10, pp. 175- 175 ,(2009) , 10.1186/1471-2105-10-175
Yan Guo, Jirong Long, Jing He, Chung-I Li, Qiuyin Cai, Xiao-Ou Shu, Wei Zheng, Chun Li, Exome sequencing generates high quality data in non-target regions BMC Genomics. ,vol. 13, pp. 194- 194 ,(2012) , 10.1186/1471-2164-13-194
Adam Kiezun, Kiran Garimella, Ron Do, Nathan O Stitziel, Benjamin M Neale, Paul J McLaren, Namrata Gupta, Pamela Sklar, Patrick F Sullivan, Jennifer L Moran, Christina M Hultman, Paul Lichtenstein, Patrik Magnusson, Thomas Lehner, Yin Yao Shugart, Alkes L Price, Paul I W de Bakker, Shaun M Purcell, Shamil R Sunyaev, Exome sequencing and the genetic basis of complex traits Nature Genetics. ,vol. 44, pp. 623- 630 ,(2012) , 10.1038/NG.2303
Ingo Ebersberger, Dirk Metzler, Carsten Schwarz, Svante Pääbo, Genomewide comparison of DNA sequences between humans and chimpanzees American Journal of Human Genetics. ,vol. 70, pp. 1490- 1497 ,(2002) , 10.1086/340787
Nils Homer, Barry Merriman, Stanley F. Nelson, BFAST: An Alignment Tool for Large Scale Genome Resequencing PLoS ONE. ,vol. 4, pp. e7767- 12 ,(2009) , 10.1371/JOURNAL.PONE.0007767