Accurate prediction of functional, structural, and stability changes in PITX2 mutations using in silico bioinformatics algorithms

作者: Morteza Seifi , Michael A. Walter

DOI: 10.1371/JOURNAL.PONE.0195971

关键词:

摘要: Mutations in PITX2 have been implicated several genetic disorders, particularly Axenfeld-Rieger syndrome. In order to determine the most reliable bioinformatics tools assess likely pathogenicity of variants, results predictions were compared impact variants on structure and function. The MutPred, Provean, PMUT bioinformatic found highest performance predicting effects all 18 characterized missense PITX2, with sensitivity specificity >93%. Applying these three programs 13 previously uncharacterized predicted 12/13 as deleterious, except A30V which was benign variant for programs. Molecular modeling homoedomain predicts that 31 known L54Q, F58L, V83F, V83L, W86C, W86S, R91P alter PITX2’s structure. contrast, remaining 24 are not change molecular modeling, performed mutations located homeodomain, findings eight protein stability CUPSAT be effect stability. Our showed other members this homeodomain transcription factor family, PMUT, can reliably used predict pathogenicity.

参考文章(96)
Anders Krogh, Björn Larsson, Gunnar von Heijne, Erik L.L Sonnhammer, Predicting transmembrane protein topology with a hidden markov model: application to complete genomes11Edited by F. Cohen Journal of Molecular Biology. ,vol. 305, pp. 567- 580 ,(2001) , 10.1006/JMBI.2000.4315
Melissa J. Landrum, Jennifer M. Lee, George R. Riley, Wonhee Jang, Wendy S. Rubinstein, Deanna M. Church, Donna R. Maglott, ClinVar: public archive of relationships among sequence variation and human phenotype Nucleic Acids Research. ,vol. 42, pp. 980- 985 ,(2014) , 10.1093/NAR/GKT1113
Fang Yuan, Lan Zhao, Juan Wang, Wei Zhang, Xin Li, Xing-Biao Qiu, Ruo-Gu Li, Ying-Jia Xu, Lei Xu, Xing-Kai Qu, Wei-Yi Fang, Yi-Qing Yang, PITX2c loss-of-function mutations responsible for congenital atrial septal defects. International Journal of Medical Sciences. ,vol. 10, pp. 1422- 1429 ,(2013) , 10.7150/IJMS.6809
Vieira, Schorderet Df, Menasche M, Kobetz A, Munier F, Roche O, de la Houssaye G, Abitbol M, Dufier Jl, Marsac C, Rossi A, David G, Ricquier D, Boutboul S, Camand O, Delezoide Al, Arbogast L, Orssaud C, Identification of four new PITX2 gene mutations in patients with Axenfeld-Rieger syndrome. Molecular Vision. ,vol. 12, pp. 1448- ,(2006)
Matthew A Lines, Kathy Kozlowski, Michael A Walter, Molecular genetics of Axenfeld–Rieger malformations Human Molecular Genetics. ,vol. 11, pp. 1177- 1184 ,(2002) , 10.1093/HMG/11.10.1177
P. C. Ng, S. Henikoff, Predicting Deleterious Amino Acid Substitutions Genome Research. ,vol. 11, pp. 863- 874 ,(2001) , 10.1101/GR.176601
S. C. Kulak, K. Kozlowski, E. V. Semina, W. G. Pearce, M. A. Walter, Mutation in the RIEG1 Gene in Patients with Iridogoniodysgenesis Syndrome Human Molecular Genetics. ,vol. 7, pp. 1113- 1117 ,(1998) , 10.1093/HMG/7.7.1113
B. Li, V. G. Krishnan, M. E. Mort, F. Xin, K. K. Kamati, D. N. Cooper, S. D. Mooney, P. Radivojac, Automated inference of molecular mechanisms of disease from amino acid substitutions Bioinformatics. ,vol. 25, pp. 2744- 2750 ,(2009) , 10.1093/BIOINFORMATICS/BTP528
K Xia, L Wu, X Liu, X Xi, D Liang, D Zheng, F Cai, Q Pan, Z Long, H Dai, Z Hu, B Tang, Z Zhang, J Xia, None, Mutation in PITX2 is associated with ring dermoid of the cornea Journal of Medical Genetics. ,vol. 41, pp. e129- e129 ,(2004) , 10.1136/JMG.2004.022434