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A broad analysis of resistance development in the malaria parasite.

Victoria C CoreyAmanda K LukensEva S IstvanMarcus C S LeeVirginia FrancoPamela MagistradoOlivia Coburn-FlynnTomoyo Sakata-KatoOlivia FuchsNina F GnädigGreg GoldgofMaria LinaresMaria G Gomez-LorenzoCristina De CózarMaria Jose Lafuente-MonasterioSara PratsStephan MeisterOlga TanaseichukMelanie WreeYingyao ZhouPaul A WillisFrancisco-Javier GamoDaniel E GoldbergDavid A FidockDyann F WirthElizabeth A Winzeler
Published in: Nature communications (2016)
Microbial resistance to chemotherapy has caused countless deaths where malaria is endemic. Chemotherapy may fail either due to pre-existing resistance or evolution of drug-resistant parasites. Here we use a diverse set of antimalarial compounds to investigate the acquisition of drug resistance and the degree of cross-resistance against common resistance alleles. We assess cross-resistance using a set of 15 parasite lines carrying resistance-conferring alleles in pfatp4, cytochrome bc1, pfcarl, pfdhod, pfcrt, pfmdr, pfdhfr, cytoplasmic prolyl t-RNA synthetase or hsp90. Subsequently, we assess whether resistant parasites can be obtained after several rounds of drug selection. Twenty-three of the 48 in vitro selections result in resistant parasites, with time to resistance onset ranging from 15 to 300 days. Our data indicate that pre-existing resistance may not be a major hurdle for novel-target antimalarial candidates, and focusing our attention on fast-killing compounds may result in a slower onset of clinical resistance.
Keyphrases
  • plasmodium falciparum
  • drug resistant
  • squamous cell carcinoma
  • radiation therapy
  • multidrug resistant
  • machine learning
  • working memory
  • heat shock protein
  • locally advanced
  • heat shock
  • rectal cancer
  • data analysis