TY - JOUR
T1 - Discovering Gummadiol and Isoarboreol as potential inhibitors of sphingosine kinase 1
T2 - virtual screening and MD simulation studies
AU - Elasbali, Abdelbaset Mohamed
AU - Al-Soud, Waleed Abu
AU - Alhassan, Hassan H.
AU - Mousa Elayyan, Afnan Elayyan
AU - Kamal, Mehnaz
AU - Alanazi, Hamad
AU - Alharbi, Bandar
AU - Alharethi, Salem Hussain
AU - Mohamed, Bashir M.
N1 - Publisher Copyright:
© 2023 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2023
Y1 - 2023
N2 - Sphingosine kinase 1 (SphK1) dysfunction is well-known to be linked to various severe diseases, including breast, lung, prostate, and hematological cancers. Due to its crucial function in the onset of cancer and its progression, it is considered a notable drug target for anticancer therapy. Small molecule inhibitors with high specificity and efficacy towards SphK1 are needed for their therapeutic use. In order to find possible SphK1 inhibitors, we conducted a stepwise structure-based virtual screening of plant-based molecules available from the IMPPAT library. A multi-step virtual screening, including physicochemical and ADMET evaluation, PAINS, molecular docking, PASS analysis followed by molecular dynamics (MD) simulation and principal component analysis, identifies two compounds, Gummadiol and Isoarboreol, against SphK1. All-atom MD simulations were performed for 100 ns which examined the structural changes and stability of the docked complexes in the aqueous environment. The time evolution data of structural deviations and compactness, PCA and free energy landscapes suggested that the binding of Gummadiol and Isoarboreol with SphK1 is considerably stable throughout the trajectory. The study highlighted the use of phytochemicals in anticancer therapeutics and presented Gummadiol and Isoarboreol as promising inhibitors of SphK1. Communicated by Ramaswamy H. Sarma.
AB - Sphingosine kinase 1 (SphK1) dysfunction is well-known to be linked to various severe diseases, including breast, lung, prostate, and hematological cancers. Due to its crucial function in the onset of cancer and its progression, it is considered a notable drug target for anticancer therapy. Small molecule inhibitors with high specificity and efficacy towards SphK1 are needed for their therapeutic use. In order to find possible SphK1 inhibitors, we conducted a stepwise structure-based virtual screening of plant-based molecules available from the IMPPAT library. A multi-step virtual screening, including physicochemical and ADMET evaluation, PAINS, molecular docking, PASS analysis followed by molecular dynamics (MD) simulation and principal component analysis, identifies two compounds, Gummadiol and Isoarboreol, against SphK1. All-atom MD simulations were performed for 100 ns which examined the structural changes and stability of the docked complexes in the aqueous environment. The time evolution data of structural deviations and compactness, PCA and free energy landscapes suggested that the binding of Gummadiol and Isoarboreol with SphK1 is considerably stable throughout the trajectory. The study highlighted the use of phytochemicals in anticancer therapeutics and presented Gummadiol and Isoarboreol as promising inhibitors of SphK1. Communicated by Ramaswamy H. Sarma.
KW - Gummadiol
KW - Isoarboreol
KW - molecular dynamics simulations
KW - Sphingosine kinase 1
KW - virtual screening
UR - http://www.scopus.com/inward/record.url?scp=85146331411&partnerID=8YFLogxK
U2 - 10.1080/07391102.2023.2167864
DO - 10.1080/07391102.2023.2167864
M3 - Article
C2 - 36644886
AN - SCOPUS:85146331411
SN - 0739-1102
VL - 41
SP - 12789
EP - 12797
JO - Journal of Biomolecular Structure and Dynamics
JF - Journal of Biomolecular Structure and Dynamics
IS - 22
ER -