Literature DB >> 26702307

Innovative techniques to discover novel antimalarials.

Santanu Hati1, Sudeepto Bhattacharya2, Subhabrata Sen1.   

Abstract

Malaria a global pandemic has engulfed nearly 0.63 million people globally. It is high time that a cure for malaria is required to stop its ever increasing menace. Our commentary discusses the advent and contribution of genetic algorithm (GA) in the drug discovery efforts towards developing cure for malaria. GAs are computational models of Darwinian evolution, ideally capture and mimic the principles of genetic variation and natural selection to evolve good solutions through multiple iterations on the space of all possible candidate solutions, called the search space, to a given optimization problem. Herein we will discuss the applications, advantages, disadvantages and future directions of GA with respect to malaria.

Entities:  

Keywords:  Genetic algorithm; Malaria; Metaheuristics; P. Falciparum

Year:  2015        PMID: 26702307      PMCID: PMC4688411          DOI: 10.1007/s11693-015-9170-1

Source DB:  PubMed          Journal:  Syst Synth Biol        ISSN: 1872-5325


  4 in total

Review 1.  Impact of regional climate change on human health.

Authors:  Jonathan A Patz; Diarmid Campbell-Lendrum; Tracey Holloway; Jonathan A Foley
Journal:  Nature       Date:  2005-11-17       Impact factor: 49.962

Review 2.  Technologies for global health.

Authors:  Peter Howitt; Ara Darzi; Guang-Zhong Yang; Hutan Ashrafian; Rifat Atun; James Barlow; Alex Blakemore; Anthony M J Bull; Josip Car; Lesong Conteh; Graham S Cooke; Nathan Ford; Simon A J Gregson; Karen Kerr; Dominic King; Myutan Kulendran; Robert A Malkin; Azeem Majeed; Stephen Matlin; Robert Merrifield; Hugh A Penfold; Steven D Reid; Peter C Smith; Molly M Stevens; Michael R Templeton; Charles Vincent; Elizabeth Wilson
Journal:  Lancet       Date:  2012-08-01       Impact factor: 79.321

Review 3.  Conquering the intolerable burden of malaria: what's new, what's needed: a summary.

Authors:  Joel G Breman; Martin S Alilio; Anne Mills
Journal:  Am J Trop Med Hyg       Date:  2004-08       Impact factor: 2.345

4.  Predicting and mapping malaria under climate change scenarios: the potential redistribution of malaria vectors in Africa.

Authors:  Henri E Z Tonnang; Richard Y M Kangalawe; Pius Z Yanda
Journal:  Malar J       Date:  2010-04-23       Impact factor: 2.979

  4 in total

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