BRCA-analyzer: Automatic workflow for processing NGS reads of BRCA1 and BRCA2 genes

被引:7
|
作者
Kechin, Andrey [1 ,2 ]
Khrapov, Evgeniy [1 ]
Boyarskikh, Uljana [1 ]
Kel, Alexander [1 ,3 ,4 ]
Filipenko, Maxim [1 ]
机构
[1] RAS, Inst Chem Biol & Fundamental Med SB, Novosibirsk 630090, Russia
[2] Novosibirsk State Univ, Novosibirsk 630090, Russia
[3] GeneXplain GmbH, D-38302 Wolfenbuttel, Germany
[4] Biosoftru, Novosibirsk 630058, Russia
关键词
BRCA; Automatic workflow; NGS tools; Qiagen data analysis; COPY NUMBER; FUNCTIONAL IMPACT; BREAST; CANCER; MUTATIONS; VARIANTS; GENETICS; GENOMICS; PCR;
D O I
10.1016/j.compbiolchem.2018.10.012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The use of targeted next-generation sequencing (NGS) provides great new opportunities for molecular and medical genetics. However, in order to take advantage of these opportunities, we need to have reliable tools for extracting the necessary information from the huge amount of data generated by NGS. Here we present our automatic multithreaded workflow for processing NGS data of BRCA1 and BRCA2 genes obtained with NGS technology named BRCA-analyzer. Optimizing it on the sequencing data of 899 samples from 693 patients, we were able to find the most reliable tools and adjust their parameters in such a way that all pathogenic variants found were confirmed by Sanger's sequencing. For 82 and 24 DNA samples from blood and formalin-fixed paraffin-embedded blocks, NGS libraries were prepared with GeneRead BRCA panel v2 (Qiagen). The reads obtained were processed with BRCA-analyzer and Qiagen GeneRead Data analysis workflow. In total 27 pathogenic variants were found and confirmed by Sanger's sequencing, with all of them determined with BRCA-analyzer. Qiagen GeneRead Data analysis discarded 5 true pathogenic variants due to their location in homo-polymeric sequence stretches. For other 793 samples, libraries were prepared by the in-house method, and NGS data were analyzed by BRCA-analyzer in comparison to another free automatic amplicon NGS workflow Canary. From total 137 pathogenic variations, BRCA-analyzer found 135 and Canary 123. Mutations were missed by BRCA-analyzer due to the trimming primer sequences from reads before mapping to be fixed in the next version. On the freely available NGS data, we showed that BRCA-analyzer could also be used for hybrid capture gene panels, although it needs more extensive testing on such library preparation methods. Thus, BRCA-analyzer is an automatic workflow for processing NGS data of BRCA1/2 genes with variant filters adapted to amplicon-based targeted NGS data. BRCA-analyzer can be used to identify germline as well as somatic mutations. BRCA-analyzer is freely available at https://github.com/aakechin/BRCA-analyzer.
引用
收藏
页码:297 / 306
页数:10
相关论文
共 50 条
  • [31] Clinical impact of unclassified variants of the BRCA1 and BRCA2 genes
    Akbari, Mohammad R.
    Zhang, Shiyu
    Fan, Isabel
    Royer, Robert
    Li, Song
    Risch, Harvey
    McLaughlin, John
    Rosen, Barry
    Sun, Ping
    Narod, Steven A.
    JOURNAL OF MEDICAL GENETICS, 2011, 48 (11) : 783 - 786
  • [32] GENETIC VARIATION OF THE BRCA1 AND BRCA2 GENES IN MACEDONIAN PATIENTS
    Maleva, I
    Madjunkova, S.
    Bozhinovski, G.
    Smickova, E.
    Kondov, G.
    Spiroski, Z.
    Arsovski, A.
    Plaseska-Karanfilska, D.
    BALKAN JOURNAL OF MEDICAL GENETICS, 2012, 15 : 81 - 85
  • [33] Genetic predisposition for breast cancer: BRCA1 and BRCA2 genes
    Narod, Steven A.
    Rodriguez, Adriana A.
    SALUD PUBLICA DE MEXICO, 2011, 53 (05): : 420 - 429
  • [34] BRCA1 and BRCA2: two genes, multiple clinical applications
    Kuligina, Ekatherina Sh.
    Imyanitov, Evgeny N.
    TRANSLATIONAL CANCER RESEARCH, 2017, 6 : S995 - S998
  • [35] Mutations of the BRCA1 and BRCA2 genes and the possibilities for predictive testing
    Gayther, SA
    Ponder, BAJ
    MOLECULAR MEDICINE TODAY, 1997, 3 (04): : 168 - 174
  • [36] Double heterozygosity in the BRCA1 and BRCA2 genes in Italian family
    Vietri, Maria Teresa
    Molinari, Anna Maria
    Caliendo, Gemma
    De Paola, Maria Laura
    Giovanna, D'Elia
    Gambardella, Anna Laura
    Petronella, Pasquale
    Cioffi, Michele
    CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2013, 51 (12) : 2319 - 2324
  • [37] Ovarian cancer predisposition beyond BRCA1 and BRCA2 genes
    Pietragalla, Antonella
    Arcieri, Martina
    Marchetti, Claudia
    Scambia, Giovanni
    Fagotti, Anna
    INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2020, 30 (11) : 1803 - 1810
  • [38] BRCA1 and BRCA2 in breast cancer
    Xiaohong Yang
    Marc E. Lippman
    Breast Cancer Research and Treatment, 1999, 54 : 1 - 10
  • [39] Double heterozygosity in the BRCA1 and BRCA2 genes in the Jewish population
    Lavie, O.
    Narod, S.
    Lejbkowicz, F.
    Dishon, S.
    Goldberg, Y.
    Gemer, O.
    Rennert, G.
    ANNALS OF ONCOLOGY, 2011, 22 (04) : 964 - 966
  • [40] Functional Evaluation of unclassified variants in the genes BRCA1 and BRCA2
    Graeser, M.
    Becker, A.
    Wappenschmidt, B.
    Landwehr, C.
    Hilger, T.
    Baus, W.
    Weber, R.
    Mallmann, P.
    Schmutzler, R. K.
    GEBURTSHILFE UND FRAUENHEILKUNDE, 2009, 69 (08) : 742 - 742