TY - JOUR
T1 - In silico discovery of substituted pyrido[2,3-d] pyrimidines and pentamidine-like compounds with biological activity in myotonic dystrophy models
AU - Gonzalez, Àlex L.
AU - Konieczny, Piotr
AU - Llamusi, Beatriz
AU - Delgado-Pinar, Estefanía
AU - Borrell, José I.
AU - Teixidó, Jordi
AU - García-España, Enrique
AU - Pérez-Alonso, Manuel
AU - Estrada-Tejedor, Roger
AU - Artero, Ruben
N1 - Funding Information:
This work was supported by the Fundació La Marató de TV3 (grant number 100231), the Plan Estatal de I+D+i 2013–2016, and the Instituto de Salud Carlos III—Subdirección General de Evaluación y Fomento de la Investigación (FIS13-0386, including funds from FEDER). The authors thankfully acknowledge the technical assistance received from IUCT (Institut Universitari de Ciència i Tecnologia), the computer resources, technical expertise, and assistance provided by the Computing Centre at the University of Valencia (Centre de Càlcul de la Universitat de València) for our use of TIRANT, the Spanish supercomputer network (RES-BSC; Red de Supercomputación Española), and the Drugs design service at the Consorci de Serveis Universitaris de Catalunya (SDF-CSUC; Servei de Disseny de Fàrmacs).
Publisher Copyright:
© 2017 Gonzalez et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
PY - 2017/6
Y1 - 2017/6
N2 - Myotonic dystrophy type 1 (DM1) is a rare multisystemic disorder associated with an expansion of CUG repeats in mutant DMPK(dystrophia myotonica protein kinase) transcripts; the main effect of these expansions is the induction of pre-mRNA splicing defects by sequestering muscleblind-like family proteins (e.g. MBNL1). Disruption of the CUG repeats and the MBNL1 protein complex has been established as the best therapeutic approach for DM1, hence two main strategies have been proposed: targeted degradation of mutant DMPKtran-scripts and the development of CUG-binding molecules that prevent MBNL1 sequestration. Herein, suitable CUG-binding small molecules were selected using in silico approaches such as scaffold analysis, similarity searching, and druggability analysis. We used polarization assays to confirm the CUG repeat binding in vitro for a number of candidate compounds, and went on to evaluate the biological activity of the two with the strongest affinity for CUG repeats (which we refer to as compounds 1-2 and 2-5) in DM1 mutant cells and Drosophila DM1 models with an impaired locomotion phenotype. In particular, 1-2 and 2-5 enhanced the levels of free MBNL1 in patient-derived myoblasts in vitro and greatly improved DM1 fly locomotion in climbing assays. This work provides new computational approaches for rational large-scale virtual screens of molecules that selectively recognize CUG structures. Moreover, it contributes valuable knowledge regarding two compounds with desirable biological activity in DM1 models.
AB - Myotonic dystrophy type 1 (DM1) is a rare multisystemic disorder associated with an expansion of CUG repeats in mutant DMPK(dystrophia myotonica protein kinase) transcripts; the main effect of these expansions is the induction of pre-mRNA splicing defects by sequestering muscleblind-like family proteins (e.g. MBNL1). Disruption of the CUG repeats and the MBNL1 protein complex has been established as the best therapeutic approach for DM1, hence two main strategies have been proposed: targeted degradation of mutant DMPKtran-scripts and the development of CUG-binding molecules that prevent MBNL1 sequestration. Herein, suitable CUG-binding small molecules were selected using in silico approaches such as scaffold analysis, similarity searching, and druggability analysis. We used polarization assays to confirm the CUG repeat binding in vitro for a number of candidate compounds, and went on to evaluate the biological activity of the two with the strongest affinity for CUG repeats (which we refer to as compounds 1-2 and 2-5) in DM1 mutant cells and Drosophila DM1 models with an impaired locomotion phenotype. In particular, 1-2 and 2-5 enhanced the levels of free MBNL1 in patient-derived myoblasts in vitro and greatly improved DM1 fly locomotion in climbing assays. This work provides new computational approaches for rational large-scale virtual screens of molecules that selectively recognize CUG structures. Moreover, it contributes valuable knowledge regarding two compounds with desirable biological activity in DM1 models.
KW - Molecules targeting rna
KW - Cug-binding protein
KW - Fingerprint methods
KW - Splicing defects
KW - Type-1 dm1
KW - Repeats
UR - http://www.scopus.com/inward/record.url?scp=85020469227&partnerID=8YFLogxK
UR - https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=pure_univeritat_ramon_llull&SrcAuth=WosAPI&KeyUT=WOS:000402837600057&DestLinkType=FullRecord&DestApp=WOS_CPL
U2 - 10.1371/journal.pone.0178931
DO - 10.1371/journal.pone.0178931
M3 - Article
C2 - 28582438
AN - SCOPUS:85020469227
SN - 1932-6203
VL - 12
JO - PLoS ONE
JF - PLoS ONE
IS - 6
M1 - 0178931
ER -