Role of death-associated protein kinase 1 (DAPK1) in retinal degenerative diseases: an in-silico approach towards therapeutic intervention

The Death-associated protein kinase 1 (DAPK1) has emerged as a crucial player in the pathogenesis of degenerative diseases. As a serine/threonine kinase family member, DAPK1 regulates critical signaling pathways, such as apoptosis and autophagy. In this study, we comprehensively analyzed DAPK1 interactors and enriched molecular functions, biological processes, phenotypic expression, disease associations, and aging signatures to elucidate the molecular networks of DAPK1. Furthermore, we employed a structure-based virtual screening approach using the PubChem database, which enabled the identification of potential bioactive compounds capable of inhibiting DAPK1, including caspase inhibitors and synthetic analogs. Three selected compounds, CID24602687, CID8843795, and CID110869998, exhibited high docking affinity and selectivity towards DAPK1, which were further investigated using molecular dynamics simulations to understand their binding patterns. Our findings establish a connection between DAPK1 and retinal degenerative diseases and highlight the potential of these selected compounds for the development of novel therapeutic strategies. This study provides valuable insights into the molecular mechanisms underlying DAPK1-related diseases, and offers new opportunities for the discovery of effective treatments for retinal degeneration.Communicated by Ramaswamy H. Sarma.

[1]  A. F. Mohamed,et al.  Kinases control of regulated cell death revealing druggable targets for Parkinson’s disease , 2023, Ageing Research Reviews.

[2]  Palaniyandi Ravanan,et al.  Genome-wide screening and identification of potential kinases involved in endoplasmic reticulum stress responses. , 2023, Life sciences.

[3]  Sudheer Kumar Singh,et al.  Identification of potential death-associated protein kinase-1 (DAPK1) inhibitors by an integrated ligand-based and structure-based computational drug design approach. , 2022, Journal of Biomolecular Structure and Dynamics.

[4]  M. Perron,et al.  GSK3 Is a Central Player in Retinal Degenerative Diseases but a Challenging Therapeutic Target , 2022, Cells.

[5]  E. Roh,et al.  Identification of Novel Aryl Carboxamide Derivatives as Death-Associated Protein Kinase 1 (DAPK1) Inhibitors with Anti-Proliferative Activities: Design, Synthesis, In Vitro, and In Silico Biological Studies , 2022, Pharmaceuticals.

[6]  Xianjun Zhu,et al.  Specific ablation of Hippo signalling component Yap1 in retinal progenitors and Müller cells results in late onset retinal degeneration , 2022, Journal of cellular physiology.

[7]  P. Talwar,et al.  COVID-19 and retinal degenerative diseases: Promising link “Kaempferol” , 2022, Current Opinion in Pharmacology.

[8]  Sathish Dyawanapelly,et al.  Novel and investigational therapies for wet and dry age-related macular degeneration. , 2022, Drug discovery today.

[9]  Atif Abdulwahab A. Oyouni Biological and genetic basis of various human genetic disorders and the application of biological and genetic markers , 2022, Journal of King Saud University - Science.

[10]  Xinran Qin,et al.  The role of lipopolysaccharides in diabetic retinopathy , 2022, BMC Ophthalmology.

[11]  T. Sharma,et al.  Role of the AMPK signalling pathway in the aetiopathogenesis of ocular diseases , 2022, Human & experimental toxicology.

[12]  T. Wong,et al.  Gene-Based Therapeutics for Acquired Retinal Disease: Opportunities and Progress , 2021, Frontiers in Genetics.

[13]  G. Dewson,et al.  Too much death can kill you: inhibiting intrinsic apoptosis to treat disease , 2021, The EMBO journal.

[14]  O. U. Sezerman,et al.  Identifying and elucidating the roles of Y198N and Y204F mutations in the PAH enzyme through molecular dynamic simulations , 2021, Journal of biomolecular structure & dynamics.

[15]  M. Taheri,et al.  An update on the role of miR-124 in the pathogenesis of human disorders. , 2021, Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie.

[16]  Mohashin Pathan,et al.  Invited manuscript 2021 Computation Resources for Molecular Biology. , 2020, Journal of molecular biology.

[17]  Fathema Uddin,et al.  CRISPR Gene Therapy: Applications, Limitations, and Implications for the Future , 2020, Frontiers in Oncology.

[18]  C. Jayadev,et al.  Vitamin-D3 (α-1, 25(OH) 2D3) Protects Retinal Pigment Epithelium From Hyperoxic Insults , 2020, Investigative ophthalmology & visual science.

[19]  Ki Duk Park,et al.  First-in-class DAPK1/CSF1R dual inhibitors: Discovery of 3,5-dimethoxy-N-(4-(4-methoxyphenoxy)-2-((6-morpholinopyridin-3-yl)amino)pyrimidin-5-yl)benzamide as a potential anti-tauopathies agent. , 2019, European journal of medicinal chemistry.

[20]  Alexandre M. J. J. Bonvin,et al.  Large-scale prediction of binding affinity in protein-small ligand complexes: the PRODIGY-LIG web server , 2018, Bioinform..

[21]  M. Calero,et al.  An Overview of the Role of Lipofuscin in Age-Related Neurodegeneration , 2018, Front. Neurosci..

[22]  Wei Tian,et al.  CASTp 3.0: computed atlas of surface topography of proteins , 2018, Nucleic Acids Res..

[23]  Andreas Eckert,et al.  ProTox-II: a webserver for the prediction of toxicity of chemicals , 2018, Nucleic Acids Res..

[24]  Palaniyandi Ravanan,et al.  Identification of ASB7 as ER stress responsive gene through a genome wide in silico screening for genes with ERSE , 2018, PloS one.

[25]  L. Shu,et al.  Salidroside, A Natural Antioxidant, Improves β-Cell Survival and Function via Activating AMPK Pathway , 2017, Front. Pharmacol..

[26]  Pratibha Singh,et al.  Exploring putative inhibitors of Death Associated Protein Kinase 1 (DAPK1) via targeting Gly-Glu-Leu (GEL) and Pro-Glu-Asn (PEN) substrate recognition motifs. , 2017, Journal of molecular graphics & modelling.

[27]  Kathleen M Jagodnik,et al.  Massive mining of publicly available RNA-seq data from human and mouse , 2017, Nature Communications.

[28]  Olivier Michielin,et al.  SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules , 2017, Scientific Reports.

[29]  Palaniyandi Ravanan,et al.  Death Associated Protein Kinase 1 (DAPK1): A Regulator of Apoptosis and Autophagy , 2016, Front. Mol. Neurosci..

[30]  Andrew D. Rouillard,et al.  Enrichr: a comprehensive gene set enrichment analysis web server 2016 update , 2016, Nucleic Acids Res..

[31]  Ruth Huey,et al.  Computational protein–ligand docking and virtual drug screening with the AutoDock suite , 2016, Nature Protocols.

[32]  Alexander D. MacKerell,et al.  CHARMM-GUI Input Generator for NAMD, GROMACS, AMBER, OpenMM, and CHARMM/OpenMM Simulations Using the CHARMM36 Additive Force Field , 2015, Journal of chemical theory and computation.

[33]  M. Abu-Asab,et al.  Inflammation and Cell Death in Age-Related Macular Degeneration: An Immunopathological and Ultrastructural Model , 2014, Journal of clinical medicine.

[34]  J. Bayry,et al.  A role for IL-17 in age-related macular degeneration , 2013, Nature Reviews Immunology.

[35]  K. Falavarjani,et al.  Adverse events and complications associated with intravitreal injection of anti-VEGF agents: a review of literature , 2013, Eye.

[36]  Nathalie Reuter,et al.  Measuring and comparing structural fluctuation patterns in large protein datasets , 2012, Bioinform..

[37]  Z. Madeja,et al.  Stem cells as a novel tool for drug screening and treatment of degenerative diseases. , 2012, Current pharmaceutical design.

[38]  Chris Morley,et al.  Open Babel: An open chemical toolbox , 2011, J. Cheminformatics.

[39]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[40]  Kazuhiro Ishida,et al.  Identification of death-associated protein kinases inhibitors using structure-based virtual screening. , 2009, Journal of medicinal chemistry.

[41]  Xia Chen,et al.  Salidroside attenuates glutamate-induced apoptotic cell death in primary cultured hippocampal neurons of rats , 2008, Brain Research.

[42]  Michael Petukhov,et al.  Joint neighbors approximation of macromolecular solvent accessible surface area , 2007, J. Comput. Chem..

[43]  V. Marigo Programmed Cell Death in Retinal Degeneration: Targeting Apoptosis in Photoreceptors as Potential Therapy for Retinal Degeneration , 2007, Cell cycle.

[44]  U. Schlecht,et al.  Biological characterization of gene response in Rpe65‐/‐ mouse model of Leber's congenital amaurosis during progression of the disease , 2006, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[45]  Laxmikant V. Kalé,et al.  Scalable molecular dynamics with NAMD , 2005, J. Comput. Chem..

[46]  M. Chin,et al.  Retinal degeneration in experimental coronavirus retinopathy (ECOR) is associated with increased TNF-α, soluble TNFR2 and altered TNF-α signaling , 2005, Journal of Neuroimmunology.

[47]  P. Shannon,et al.  Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks , 2003 .

[48]  Gui-Shuang Ying,et al.  The role of apoptosis in age-related macular degeneration. , 2002, Archives of ophthalmology.

[49]  G M Crippen,et al.  Significance of root-mean-square deviation in comparing three-dimensional structures of globular proteins. , 1994, Journal of molecular biology.

[50]  M. Popescu,et al.  Lipofuscin: a key compound in ophthalmic practice , 2021, Romanian journal of ophthalmology.