Abstract
The power of cloud computing and distributed computing has been harnessed to handle vast and heterogeneous data required to be processed in any virtual screening protocol. A cloud computing platorm ChemInfoCloud was built and integrated with several chemoinformatics and bioinformatics tools. The robust engine performs the core chemoinformatics tasks of lead generation, lead optimisation and property prediction in a fast and efficient manner. It has also been provided with some of the bioinformatics functionalities including sequence alignment, active site pose prediction and protein ligand docking. Text mining, NMR chemical shift (1H, 13C) prediction and reaction fingerprint generation modules for efficient lead discovery are also implemented in this platform. We have developed an integrated problem solving cloud environment for virtual screening studies that also provides workflow management, better usability and interaction with end users using container based virtualization, OpenVz.
Keywords: Chemoinformatics, cloud computing, machine learning, molecular docking, OpenVz, sequence alignment, spectra prediction, text mining, virtual screening.
Combinatorial Chemistry & High Throughput Screening
Title:Design and Development of ChemInfoCloud: An Integrated Cloud Enabled Platform for Virtual Screening
Volume: 18 Issue: 6
Author(s): Muthukumarasamy Karthikeyan, Deepak Pandit, Arvind Bhavasar and Renu Vyas
Affiliation:
Keywords: Chemoinformatics, cloud computing, machine learning, molecular docking, OpenVz, sequence alignment, spectra prediction, text mining, virtual screening.
Abstract: The power of cloud computing and distributed computing has been harnessed to handle vast and heterogeneous data required to be processed in any virtual screening protocol. A cloud computing platorm ChemInfoCloud was built and integrated with several chemoinformatics and bioinformatics tools. The robust engine performs the core chemoinformatics tasks of lead generation, lead optimisation and property prediction in a fast and efficient manner. It has also been provided with some of the bioinformatics functionalities including sequence alignment, active site pose prediction and protein ligand docking. Text mining, NMR chemical shift (1H, 13C) prediction and reaction fingerprint generation modules for efficient lead discovery are also implemented in this platform. We have developed an integrated problem solving cloud environment for virtual screening studies that also provides workflow management, better usability and interaction with end users using container based virtualization, OpenVz.
Export Options
About this article
Cite this article as:
Karthikeyan Muthukumarasamy, Pandit Deepak, Bhavasar Arvind and Vyas Renu, Design and Development of ChemInfoCloud: An Integrated Cloud Enabled Platform for Virtual Screening, Combinatorial Chemistry & High Throughput Screening 2015; 18 (6) . https://dx.doi.org/10.2174/1386207318666150703113656
DOI https://dx.doi.org/10.2174/1386207318666150703113656 |
Print ISSN 1386-2073 |
Publisher Name Bentham Science Publisher |
Online ISSN 1875-5402 |
- Author Guidelines
- Graphical Abstracts
- Fabricating and Stating False Information
- Research Misconduct
- Post Publication Discussions and Corrections
- Publishing Ethics and Rectitude
- Increase Visibility of Your Article
- Archiving Policies
- Peer Review Workflow
- Order Your Article Before Print
- Promote Your Article
- Manuscript Transfer Facility
- Editorial Policies
- Allegations from Whistleblowers
Related Articles
-
Physiological and Molecular Role of Ranpirnase on Cancer Treatment
Current Cancer Therapy Reviews A Systematic Review of Grand Multiparity
Current Women`s Health Reviews Bier Spots - Report of Two Cases and Review of the Literature
Current Rheumatology Reviews Recent Advancements in Diagnosis and Therapy of Liver Cirrhosis
Current Drug Targets Potential Therapeutics for Vascular Cognitive Impairment and Dementia
Current Neuropharmacology Endothelin Receptor Antagonists: Another Potential Alternative for Cardiovascular Diseases
Current Drug Targets - Cardiovascular & Hematological Disorders Preparation and Evaluation of a Food Additive Based on Polymeric Nanoparticles for Controlled Delivery of Antioxidant Extracts
Current Nutrition & Food Science Detecting Growing Mammary Tumors with Monoclonal Antibodies Against Vascular Endothelial Growth Factor Receptor – 3
Current Radiopharmaceuticals Pharmacokinetics/Pharmacodynamics Model-Supported Early Drug Development
Current Pharmaceutical Biotechnology Potential Utility of Telmisartan, an Angiotensin II Type 1 Receptor Blocker with Peroxisome Proliferator-Activated Receptor-γ (PPAR-γ)-Modulating Activity for the Treatment of Cardiometabolic Disorders
Current Molecular Medicine The Effect of Serotonin 5-HT2 Receptor Inhibitor on Vasomotor Responses
Vascular Disease Prevention (Discontinued) Exploring New CGRP Family Peptides and their Receptors in Vertebrates
Current Protein & Peptide Science Challenging the Evidence Based Medicine Principles Among Clinical Obesity Treatments
Current Clinical Pharmacology Cardiovascular Disease in Juvenile Idiopathic Arthritis
Current Vascular Pharmacology Precision Medicine in the Renin-Angiotensin System: Therapeutic Targets and Biological Variability
Current Drug Targets Different Lifestyles in Young Women From Urban and Rural Areas May Explain Different Cardiovascular Risk
Vascular Disease Prevention (Discontinued) Identifying Structural Features Related to the Biological Activity of a Series of AT1 Antagonists from Fragment-based Drug Design
Protein & Peptide Letters Aspartic Proteases in Drug Discovery
Current Pharmaceutical Design Anti-Inflammatory Role of Thyroid Hormones on Rat Air Pouch Model of Inflammation
Inflammation & Allergy - Drug Targets (Discontinued) Adverse Cardiovascular Effects of Antirheumatic Drugs: Implications for Clinical Practice and Research
Current Pharmaceutical Design