MOTIVATION: Coding-region mutations in human genes are responsible for a diverse spectrum of diseases and phenotypes. Among lesions that have been studied extensively, there are insights into several of the biochemical functions disrupted by disease-causing mutations. Currently, there are more than 60 000 coding-region mutations associated with inherited disease catalogued in the Human Gene Mutation Database (HGMD, August 2007) and more than 70 000 polymorphic amino acid substitutions recorded in dbSNP (dbSNP, build 127). Understanding the mechanism and contribution these variants make to a clinical phenotype is a formidable problem. RESULTS: In this study, we investigate the role of phosphorylation in somatic cancer mutations and inherited diseases. Somatic cancer mutation datasets were shown to have a significant enrichment for mutations that cause gain or loss of phosphorylation when compared to our control datasets (putatively neutral nsSNPs and random amino acid substitutions). Of the somatic cancer mutations, those in kinase genes represent the most enriched set of mutations that disrupt phosphorylation sites, suggesting phosphorylation target site mutation is an active cause of phosphorylation deregulation. Overall, this evidence suggests both gain and loss of a phosphorylation site in a target protein may be important features for predicting cancer-causing mutations and may represent a molecular cause of disease for a number of inherited and somatic mutations.
MOTIVATION: Coding-region mutations in human genes are responsible for a diverse spectrum of diseases and phenotypes. Among lesions that have been studied extensively, there are insights into several of the biochemical functions disrupted by disease-causing mutations. Currently, there are more than 60 000 coding-region mutations associated with inherited disease catalogued in the Human Gene Mutation Database (HGMD, August 2007) and more than 70 000 polymorphic amino acid substitutions recorded in dbSNP (dbSNP, build 127). Understanding the mechanism and contribution these variants make to a clinical phenotype is a formidable problem. RESULTS: In this study, we investigate the role of phosphorylation in somatic cancer mutations and inherited diseases. Somatic cancer mutation datasets were shown to have a significant enrichment for mutations that cause gain or loss of phosphorylation when compared to our control datasets (putatively neutral nsSNPs and random amino acid substitutions). Of the somatic cancer mutations, those in kinase genes represent the most enriched set of mutations that disrupt phosphorylation sites, suggesting phosphorylation target site mutation is an active cause of phosphorylation deregulation. Overall, this evidence suggests both gain and loss of a phosphorylation site in a target protein may be important features for predicting cancer-causing mutations and may represent a molecular cause of disease for a number of inherited and somatic mutations.
Authors: Richard A Gibbs; Jeffrey Rogers; Michael G Katze; Roger Bumgarner; George M Weinstock; Elaine R Mardis; Karin A Remington; Robert L Strausberg; J Craig Venter; Richard K Wilson; Mark A Batzer; Carlos D Bustamante; Evan E Eichler; Matthew W Hahn; Ross C Hardison; Kateryna D Makova; Webb Miller; Aleksandar Milosavljevic; Robert E Palermo; Adam Siepel; James M Sikela; Tony Attaway; Stephanie Bell; Kelly E Bernard; Christian J Buhay; Mimi N Chandrabose; Marvin Dao; Clay Davis; Kimberly D Delehaunty; Yan Ding; Huyen H Dinh; Shannon Dugan-Rocha; Lucinda A Fulton; Ramatu Ayiesha Gabisi; Toni T Garner; Jennifer Godfrey; Alicia C Hawes; Judith Hernandez; Sandra Hines; Michael Holder; Jennifer Hume; Shalini N Jhangiani; Vandita Joshi; Ziad Mohid Khan; Ewen F Kirkness; Andrew Cree; R Gerald Fowler; Sandra Lee; Lora R Lewis; Zhangwan Li; Yih-Shin Liu; Stephanie M Moore; Donna Muzny; Lynne V Nazareth; Dinh Ngoc Ngo; Geoffrey O Okwuonu; Grace Pai; David Parker; Heidie A Paul; Cynthia Pfannkoch; Craig S Pohl; Yu-Hui Rogers; San Juana Ruiz; Aniko Sabo; Jireh Santibanez; Brian W Schneider; Scott M Smith; Erica Sodergren; Amanda F Svatek; Teresa R Utterback; Selina Vattathil; Wesley Warren; Courtney Sherell White; Asif T Chinwalla; Yucheng Feng; Aaron L Halpern; Ladeana W Hillier; Xiaoqiu Huang; Pat Minx; Joanne O Nelson; Kymberlie H Pepin; Xiang Qin; Granger G Sutton; Eli Venter; Brian P Walenz; John W Wallis; Kim C Worley; Shiaw-Pyng Yang; Steven M Jones; Marco A Marra; Mariano Rocchi; Jacqueline E Schein; Robert Baertsch; Laura Clarke; Miklós Csürös; Jarret Glasscock; R Alan Harris; Paul Havlak; Andrew R Jackson; Huaiyang Jiang; Yue Liu; David N Messina; Yufeng Shen; Henry Xing-Zhi Song; Todd Wylie; Lan Zhang; Ewan Birney; Kyudong Han; Miriam K Konkel; Jungnam Lee; Arian F A Smit; Brygg Ullmer; Hui Wang; Jinchuan Xing; Richard Burhans; Ze Cheng; John E Karro; Jian Ma; Brian Raney; Xinwei She; Michael J Cox; Jeffery P Demuth; Laura J Dumas; Sang-Gook Han; Janet Hopkins; Anis Karimpour-Fard; Young H Kim; Jonathan R Pollack; Tomas Vinar; Charles Addo-Quaye; Jeremiah Degenhardt; Alexandra Denby; Melissa J Hubisz; Amit Indap; Carolin Kosiol; Bruce T Lahn; Heather A Lawson; Alison Marklein; Rasmus Nielsen; Eric J Vallender; Andrew G Clark; Betsy Ferguson; Ryan D Hernandez; Kashif Hirani; Hildegard Kehrer-Sawatzki; Jessica Kolb; Shobha Patil; Ling-Ling Pu; Yanru Ren; David Glenn Smith; David A Wheeler; Ian Schenck; Edward V Ball; Rui Chen; David N Cooper; Belinda Giardine; Fan Hsu; W James Kent; Arthur Lesk; David L Nelson; William E O'brien; Kay Prüfer; Peter D Stenson; James C Wallace; Hui Ke; Xiao-Ming Liu; Peng Wang; Andy Peng Xiang; Fan Yang; Galt P Barber; David Haussler; Donna Karolchik; Andy D Kern; Robert M Kuhn; Kayla E Smith; Ann S Zwieg Journal: Science Date: 2007-04-13 Impact factor: 47.728
Authors: Lynda S Ostedgaard; Christopher S Rogers; Qian Dong; Christoph O Randak; Daniel W Vermeer; Tatiana Rokhlina; Philip H Karp; Michael J Welsh Journal: Proc Natl Acad Sci U S A Date: 2007-09-14 Impact factor: 11.205
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