TY - JOUR
T1 - Analysing the Effect of Mutation on Protein Function and Discovering Potential Inhibitors of CDK4
T2 - Molecular Modelling and Dynamics Studies
AU - Nagasundaram, N.
AU - ZHU, Hailong
AU - Liu, Jiming
AU - Karthick, V
AU - Doss, C George Priya
AU - Chakraborty, Chiranjib
AU - Chen, Luonan
N1 - Funding Information:
This work was supported by the Research Grants Council of Hong Kong [212111], [212613] and Faculty Research Grant of Hong Kong Baptist University [FRG/14-15/063] and [FRG2/ 13-14/056]. The authors thank VIT and Galgotias University.
Publisher copyright:
© 2015 N et al.
PY - 2015/8/7
Y1 - 2015/8/7
N2 - The cyclin-dependent kinase 4 (CDK4)-cyclin D1 complex plays a crucial role in the transition from the G1 phase to S phase of the cell cycle. Among the CDKs, CDK4 is one of the genes most frequently affected by somatic genetic variations that are associated with various forms of cancer. Thus, because the abnormal function of the CDK4-cyclin D1 protein complex might play a vital role in causing cancer, CDK4 can be considered a genetically validated therapeutic target. In this study, we used a systematic, integrated computational approach to identify deleterious nsSNPs and predict their effects on protein-protein (CDK4-cyclin D1) and protein-ligand (CDK4-flavopiridol) interactions. This analysis resulted in the identification of possible inhibitors of mutant CDK4 proteins that bind the conformations induced by deleterious nsSNPs. Using computational prediction methods, we identified five nsSNPs as highly deleterious: R24C, Y180H, A205T, R210P, and R246C. From molecular docking and molecular dynamic studies, we observed that these deleterious nsSNPs affected CDK4-cyclin D1 and CDK4-flavopiridol interactions. Furthermore, in a virtual screening approach, the drug 5-7-DIHYDROXY-2-(3-4-5-TRI HYDROXYPHENYL)-4H-CHROMEN-4-ONE displayed good binding affinity for proteins with the mutations R24C or R246C, the drug diosmin displayed good binding affinity for the protein with the mutation Y180H, and the drug rutin displayed good binding affinity for proteins with the mutations A205T and R210P. Overall, this computational investigation of the CDK4 gene highlights the link between genetic variation and biological phenomena in human cancer and aids in the discovery of molecularly targeted therapies for personalized treatment.
AB - The cyclin-dependent kinase 4 (CDK4)-cyclin D1 complex plays a crucial role in the transition from the G1 phase to S phase of the cell cycle. Among the CDKs, CDK4 is one of the genes most frequently affected by somatic genetic variations that are associated with various forms of cancer. Thus, because the abnormal function of the CDK4-cyclin D1 protein complex might play a vital role in causing cancer, CDK4 can be considered a genetically validated therapeutic target. In this study, we used a systematic, integrated computational approach to identify deleterious nsSNPs and predict their effects on protein-protein (CDK4-cyclin D1) and protein-ligand (CDK4-flavopiridol) interactions. This analysis resulted in the identification of possible inhibitors of mutant CDK4 proteins that bind the conformations induced by deleterious nsSNPs. Using computational prediction methods, we identified five nsSNPs as highly deleterious: R24C, Y180H, A205T, R210P, and R246C. From molecular docking and molecular dynamic studies, we observed that these deleterious nsSNPs affected CDK4-cyclin D1 and CDK4-flavopiridol interactions. Furthermore, in a virtual screening approach, the drug 5-7-DIHYDROXY-2-(3-4-5-TRI HYDROXYPHENYL)-4H-CHROMEN-4-ONE displayed good binding affinity for proteins with the mutations R24C or R246C, the drug diosmin displayed good binding affinity for the protein with the mutation Y180H, and the drug rutin displayed good binding affinity for proteins with the mutations A205T and R210P. Overall, this computational investigation of the CDK4 gene highlights the link between genetic variation and biological phenomena in human cancer and aids in the discovery of molecularly targeted therapies for personalized treatment.
UR - http://www.scopus.com/inward/record.url?scp=84941966267&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0133969
DO - 10.1371/journal.pone.0133969
M3 - Journal article
C2 - 26252490
AN - SCOPUS:84941966267
SN - 1932-6203
VL - 10
JO - PLoS ONE
JF - PLoS ONE
IS - 8
M1 - e0133969
ER -