COMPUTER ANALYSIS OF GENE ALTERNATIVE SPLICING IN GLIOMA CELL CULTURES BY RNA-seq DATA
https://doi.org/10.25205/1818-7900-2018-16-3-22-36
Abstract
About the Authors
S. S. KovalevRussian Federation
E. Yu. Lieberfarb
Russian Federation
N. V. Gubanova
Russian Federation
A. O. Bragin
Russian Federation
A. G. Galieva
Russian Federation
A. V. Tsukanov
Russian Federation
V. N. Babenko
Russian Federation
Yu. L. Orlov
Russian Federation
References
1. Babenko V. N., Gubanova N. V., Bragin A. O., Chadaeva I. V., Vasiliev G. V., Medvedeva I. V., Gaytan A. S., Krivoshapkin A. L., Orlov Yu. L. Computer Analysis of Glioma Transcriptome Profiling: Alternative Splicing Events // J. Integr. Bioinform. 2017. Vol. 14. No. 3. PII: /j/jib.2017.14.issue-3/jib-2017-0022/jib-2017-0022.xml. DOI: 10.1515/jib-2017-0022.
2. Ohgaki H., Kleihues P. Genetic Pathways to Primary and Secondary Glioblastoma // Am. J. Pathol. 2007. Vol. 170. No. 5. P. 1445-1453.
3. Ferrarese R., Harsh G. R. 4th, Yadav A. K., Bug E., Maticzka D., Reichardt W., Dombrowski S. M., Miller T. E., Masilamani A. P., Dai F., Kim H., Hadler M., Scholtens D. M., Yu I. L., Beck J., Srinivasasainagendra V., Costa F., Baxan N., Pfeifer D., von Elverfeldt D., Backofen R., Weyerbrock A., Duarte C. W., He X., Prinz M., Chandler J. P., Vogel H., Chakravarti A., Rich J. N., Carro M. S., Bredel M. Lineage-specific splicing of a brain-enriched alternative exon promotes glioblastoma progression // J. Clin. Invest. 2014. Vol. 124. No. 7. P. 2861-2876.
4. Correa B. R., de Araujo P. R., Qiao M., Burns S. C., Chen C., Schlegel R., Agarwal S., Galante P. A., Penalva L. O. Functional genomics analyses of RNA-binding proteins reveal the splicing regulator SNRPB as an oncogenic candidate in glioblastoma // Genome Biol. 2016. Vol. 17. No. 1. P. 125.
5. Thorsen F., Tysnes B. B. Brain tumor cell invasion, anatomical and biological considerations // Anticancer Res. 1997. Vol. 17. No. 6B. P. 4121-4126.
6. Marcelino Meliso F., Hubert C. G., Favoretto Galante P. A., Penalva L. O. RNA processing as an alternative route to attack glioblastoma // Hum. Genet. 2017. Vol. 136. No. 9. P. 1129-1141.
7. Kim N. K., Jayatillake R. V., Spouge J. L. NEXT-peak: A normal-exponential two-peak model for peak-calling in ChIP-seq data // BMC Genomics. 2013. Vol. 14. No. 1. P. 349.
8. Trapnell C., Roberts A., Goff L., Pertea G., Kim D., Kelley D. R., Pimentel H., Salzberg S. L., Rinn J. L., Pachter L. Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks // Nat. Protoc. 2012. Vol. 7. No. 3. P. 562-578.
9. Shen S., Park J. W., Lu Z. X., Lin L., Henry M. D., Wu Y. N., Zhou Q., Xing Y. rMATS: Robust and flexible detection of differential alternative splicing from replicate RNA-Seq data // Proc. Natl. Acad. Sci. 2014. Vol. 111. No. 51. P. E5593-E5601.
10. Li H., Handsaker B., Wysoker A., Fennell T., Ruan J., Homer N., Marth G., Abecasis G., Durbin R. 1000 Genome Project Data Processing Subgroup. The Sequence Alignment / Map format and SAMtools // Bioinformatics. 2009. Vol. 25. No. 16. P. 2078-2079.
11. Danecek P., Auton A., Abecasis G., Albers C. A., Banks E., DePristo M. A., Handsaker R. E., Lunter G., Marth G. T., Sherry S. T., McVean G., Durbin R. 1000 Genomes Project Analysis Group. The variant call format and VCFtools // Bioinformatics. 2011. Vol. 27. No. 15. P. 2156-2158.
12. Chen C. M., Lu Y. L., Sio C. P., Wu G. C., Tzou W. S., Pai T. W. Gene Ontology based housekeeping gene selection for RNA-seq normalization // Methods. 2014. Vol. 67. No. 3. P. 354-363.
13. Bamford S., Dawson E., Forbes S., Clements J., Pettett R., Dogan A., Flanagan A., Teague J., Futreal P. A., Stratton M. R., Wooster R. The COSMIC (Catalogue of Somatic Mutations in Cancer) database and website // Br. J. Cancer. 2004. Vol. 91. No. 2. P. 355-358.
14. Inoue K., Fry E. A. Aberrant splicing of estrogen receptor, HER2, and CD44 genes in breast cancer // Genet. Epigenetics. 2015. Vol. 1. No. 7. P. 19-32.
15. Oh J. J., Grosshans D. R., Wong S. G., Slamon D. J. Identification of differentially expressed genes associated with HER-2/neu overexpression in human breast cancer cells // Nucleic Acids Res. 1999. Vol. 27. No. 20. P. 4008-4017.
16. Van Meir E. G., Hadjipanayis C. G., Norden A. D., Shu H. K., Wen P. Y., Olson J. J. Exciting new advances in neuro-oncology: the avenue to a cure for malignant glioma // CA. Cancer J. Clin. 2010. Vol. 60. No. 3. P. 166-193.
17. Kita D., Yonekawa Y., Weller M., Ohgaki H. PIK3CA alterations in primary (de novo) and secondary glioblastomas // Acta Neuropathol. 2007. Vol. 113. No. 3. P. 295-302.
18. Ekstrand A. J., Sugawa N., James C. D., Collins V. P. Amplified and rearranged epidermal growth factor receptor genes in human glioblastomas reveal deletions of sequences encoding portions of the N- and/or C-terminal tails // Proc. Natl. Acad. Sci. 1992. Vol. 89. No. 10. P. 4309-4313.
19. Hulleman E., Helin K. Molecular mechanisms in gliomagenesis // Adv. Cancer Res. 2005. Vol. 94. No. 1 (Suppl). P. 1-27.
20. Gubanova N. V., Orlov Yu. L., Bragin A. O., Vasiliev G. V., Babenko V. N., Kovalev S. S., Gaytan A. S. Transcriptome profiling of primary glioma cell cultures // Proc. of MCCMB-2017, Moscow. ISBN 978-5-901158-30-2.
21. Брагин А. О., Губанова Н. В., Ковалев С. С., Бабенко В. Н., Орлов Ю. Л. Анализ альтернативного сплайсинга в глиомах с помощью секвенирования транскриптом // II Междунар. науч.-практ. конф. «NGS в медицинской генетике 2017»: Тез. докл. Суздаль, 2017. С. 25.
22. Gubanova N. V., Bragin A. O., Kovalev S. S., Medvedeva I. V., Babenko V. N., Gaytan A. S., Krivoshapkin A. L., Orlov Yu. L. Analysis of nuclear pore complex genes in glioblastoma by transcriptome profiling // Abstracts of Symposium «Cognitive Sciences, Genomics and Bioinformatics (CSGB-2016)» / Scientific Research Institute of Physiology and Basic Medicine. Novosibirsk, 2016. P. 21. ISBN 978-5-91291-029-6.
23. Ковалев С. С., Орлов Ю. Л., Леберфарб Е. Ю. Дифференциальная экспрессия и альтернативный сплайсинг в культурах клеток глиом по данным RNA-seq // Авиценна-2018: Сб. тез. докл. Новосибирск: Изд-во НГМУ, 2018.
Review
For citations:
Kovalev S.S., Lieberfarb E.Yu., Gubanova N.V., Bragin A.O., Galieva A.G., Tsukanov A.V., Babenko V.N., Orlov Yu.L. COMPUTER ANALYSIS OF GENE ALTERNATIVE SPLICING IN GLIOMA CELL CULTURES BY RNA-seq DATA. Vestnik NSU. Series: Information Technologies. 2018;16(3):22-36. (In Russ.) https://doi.org/10.25205/1818-7900-2018-16-3-22-36