Artemisinin resistance in Plasmodium falciparum is associated with an altered temporal pattern of transcription

BackgroundArtemisinin resistance in Plasmodium falciparum malaria has emerged in Western Cambodia. This is a major threat to global plans to control and eliminate malaria as the artemisinins are a key component of antimalarial treatment throughout the world. To identify key features associated with the delayed parasite clearance phenotype, we employed DNA microarrays to profile the physiological gene expression pattern of the resistant isolates.ResultsIn the ring and trophozoite stages, we observed reduced expression of many basic metabolic and cellular pathways which suggests a slower growth and maturation of these parasites during the first half of the asexual intraerythrocytic developmental cycle (IDC). In the schizont stage, there is an increased expression of essentially all functionalities associated with protein metabolism which indicates the prolonged and thus increased capacity of protein synthesis during the second half of the resistant parasite IDC. This modulation of the P. falciparum intraerythrocytic transcriptome may result from differential expression of regulatory proteins such as transcription factors or chromatin remodeling associated proteins. In addition, there is a unique and uniform copy number variation pattern in the Cambodian parasites which may represent an underlying genetic background that contributes to the resistance phenotype.ConclusionsThe decreased metabolic activities in the ring stages are consistent with previous suggestions of higher resilience of the early developmental stages to artemisinin. Moreover, the increased capacity of protein synthesis and protein turnover in the schizont stage may contribute to artemisinin resistance by counteracting the protein damage caused by the oxidative stress and/or protein alkylation effect of this drug. This study reports the first global transcriptional survey of artemisinin resistant parasites and provides insight to the complexities of the molecular basis of pathogens with drug resistance phenotypes in vivo.

[1]  S. Wuchty,et al.  Regulatory Hotspots in the Malaria Parasite Genome Dictate Transcriptional Variation , 2008, PLoS biology.

[2]  M. Gatton,et al.  Deamplification of pfmdr1-Containing Amplicon on Chromosome 5 in Plasmodium falciparum Is Associated with Reduced Resistance to Artelinic Acid In Vitro , 2010, Antimicrobial Agents and Chemotherapy.

[3]  F. Nosten Waking the sleeping beauty. , 2010, The Journal of infectious diseases.

[4]  Richard J. Maude,et al.  Intrahost modeling of artemisinin resistance in Plasmodium falciparum , 2010, Proceedings of the National Academy of Sciences.

[5]  L. Dequan,et al.  Changes in susceptibility of Plasmodium falciparum to artesunate in vitro in Yunnan Province, China. , 2003 .

[6]  Leann Tilley,et al.  Artemisinin activity against Plasmodium falciparum requires hemoglobin uptake and digestion , 2011, Proceedings of the National Academy of Sciences.

[7]  N. White,et al.  Qinghaosu (Artemisinin): The Price of Success , 2008, Science.

[8]  K. Silamut,et al.  Artemisinin resistance in Plasmodium falciparum malaria. , 2009, The New England journal of medicine.

[9]  S. Laurent,et al.  Heme alkylation by artemisinin and trioxaquines , 2006 .

[10]  H. Ginsburg Progress in in silico functional genomics: the malaria Metabolic Pathways database. , 2006, Trends in parasitology.

[11]  Alex E. Lash,et al.  Gene Expression Omnibus: NCBI gene expression and hybridization array data repository , 2002, Nucleic Acids Res..

[12]  F. Nosten,et al.  Exploring the Contribution of Candidate Genes to Artemisinin Resistance in Plasmodium falciparum , 2010, Antimicrobial Agents and Chemotherapy.

[13]  S. Krishna,et al.  The pfmdr1 Gene Is Associated with a Multidrug-Resistant Phenotype in Plasmodium falciparumfrom the Western Border of Thailand , 1999, Antimicrobial Agents and Chemotherapy.

[14]  S. Meshnick,et al.  Reaction of antimalarial endoperoxides with specific parasite proteins , 1994, Antimicrobial Agents and Chemotherapy.

[15]  X. Su,et al.  Increased Tolerance to Artemisinin in Plasmodium falciparum Is Mediated by a Quiescence Mechanism , 2010, Antimicrobial Agents and Chemotherapy.

[16]  Serge Batalov,et al.  Use of high-density tiling microarrays to identify mutations globally and elucidate mechanisms of drug resistance in Plasmodium falciparum , 2009, Genome Biology.

[17]  D. Conway,et al.  Gene copy number variation throughout the Plasmodium falciparum genome , 2009, BMC Genomics.

[18]  A. Regev,et al.  Distinct physiological states of Plasmodium falciparum in malaria-infected patients , 2007, Nature.

[19]  Susumu Goto,et al.  The KEGG resource for deciphering the genome , 2004, Nucleic Acids Res..

[20]  D. Chakrabarti,et al.  A Plasmodium falciparum Transcriptional Cyclin-Dependent Kinase-Related Kinase with a Crucial Role in Parasite Proliferation Associates with Histone Deacetylase Activity , 2010, Eukaryotic Cell.

[21]  M. Alifrangis,et al.  Rapid increase of Plasmodium falciparum dhfr/dhps resistant haplotypes, after the adoption of sulphadoxine-pyrimethamine as first line treatment in 2002, in southern Mozambique , 2008, Malaria Journal.

[22]  Stephane Proux,et al.  Changes in the Treatment Responses to Artesunate-Mefloquine on the Northwestern Border of Thailand during 13 Years of Continuous Deployment , 2009, PloS one.

[23]  Antonio Ortega,et al.  Joint estimation of copy number variation and reference intensities on multiple DNA arrays using GADA , 2009, Bioinform..

[24]  S. Meshnick,et al.  Immunoprecipitation of [3H]Dihydroartemisinin Translationally Controlled Tumor Protein (TCTP) Adducts from Plasmodium falciparum-Infected Erythrocytes by Using Anti-TCTP Antibodies , 2001, Antimicrobial Agents and Chemotherapy.

[25]  P. Nilsson,et al.  Genome wide gene amplifications and deletions in Plasmodium falciparum. , 2007, Molecular and biochemical parasitology.

[26]  J. Dame,et al.  The Plasmodium falciparum Translationally Controlled Tumor Protein Homolog and Its Reaction with the Antimalarial Drug Artemisinin* , 1998, The Journal of Biological Chemistry.

[27]  J. Derisi,et al.  The Transcriptome of the Intraerythrocytic Developmental Cycle of Plasmodium falciparum , 2003, PLoS biology.

[28]  T. Ishizaki,et al.  Role of pfmdr1 mutations on chloroquine resistance in Plasmodium falciparum isolates with pfcrt K76T from Papua New Guinea. , 2006, Acta tropica.

[29]  V. Wiwanitkit Genetic disorders and malaria in Indo-China region. , 2008, Journal of vector borne diseases.

[30]  G. Snounou Genotyping of Plasmodium spp. , 2002 .

[31]  Eric Legrand,et al.  Resistance of Plasmodium falciparum field isolates to in-vitro artemether and point mutations of the SERCA-type PfATPase6 , 2005, The Lancet.

[32]  Jutta Marfurt,et al.  Rapid Microarray-Based Method for Monitoring of All Currently Known Single-Nucleotide Polymorphisms Associated with Parasite Resistance to Antimalaria Drugs , 2007, Journal of Clinical Microbiology.

[33]  R. Price,et al.  Intrahost selection of Plasmodium falciparum pfmdr1 alleles after antimalarial treatment on the northwestern border of Thailand. , 2007, The Journal of infectious diseases.

[34]  D. Fidock,et al.  Gene encoding a deubiquitinating enzyme is mutated in artesunate- and chloroquine-resistant rodent malaria parasites§ , 2007, Molecular microbiology.

[35]  F. Prado,et al.  Partial Depletion of Histone H4 Increases Homologous Recombination-Mediated Genetic Instability , 2005, Molecular and Cellular Biology.

[36]  M. Gatton,et al.  Artemisinin‐induced dormancy in plasmodium falciparum: duration, recovery rates, and implications in treatment failure. , 2010, The Journal of infectious diseases.

[37]  Zbynek Bozdech,et al.  Comparative Transcriptional and Genomic Analysis of Plasmodium falciparum Field Isolates , 2009, PLoS pathogens.

[38]  Zbynek Bozdech,et al.  Transcriptional profiling of growth perturbations of the human malaria parasite Plasmodium falciparum , 2010, Nature Biotechnology.

[39]  Zbynek Bozdech,et al.  Histone Deacetylases Play a Major Role in the Transcriptional Regulation of the Plasmodium falciparum Life Cycle , 2010, PLoS pathogens.

[40]  Heng-lin Yang,et al.  Changes in susceptibility of Plasmodium falciparum to artesunate in vitro in Yunnan Province, China. , 2003, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[41]  Pablo Tamayo,et al.  Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[42]  Hagai Ginsburg,et al.  The transcriptome of Plasmodium vivax reveals divergence and diversity of transcriptional regulation in malaria parasites , 2008, Proceedings of the National Academy of Sciences.

[43]  L. Bruce-Chwatt Malaria and its control: present situation and future prospects. , 1987, Annual review of public health.

[44]  W. Wernsdorfer,et al.  From malaria control to eradication: The WHO perspective , 2009, Tropical medicine & international health : TM & IH.

[45]  S. P. Kachur,et al.  A call to action: addressing the challenge of artemisinin-resistant malaria , 2010, Expert review of anti-infective therapy.

[46]  T. Wellems Transporter of a malaria catastrophe , 2004, Nature Medicine.

[47]  P. Newton,et al.  Adaptive Copy Number Evolution in Malaria Parasites , 2008, PLoS genetics.

[48]  P. Phillips-Howard,et al.  The epidemiology of drug-resistant malaria. , 1990, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[49]  Zbynek Bozdech,et al.  Quantitative Time-course Profiling of Parasite and Host Cell Proteins in the Human Malaria Parasite Plasmodium falciparum* , 2011, Molecular & Cellular Proteomics.

[50]  Manuel Llinás,et al.  Selection of long oligonucleotides for gene expression microarrays using weighted rank-sum strategy , 2007, BMC Bioinformatics.

[51]  F. Nosten,et al.  Artemisinin-based combination treatment of falciparum malaria. , 2007, The American journal of tropical medicine and hygiene.

[52]  J. Coppee,et al.  Decreased In Vitro Susceptibility of Plasmodium falciparum Isolates to Artesunate, Mefloquine, Chloroquine, and Quinine in Cambodia from 2001 to 2007 , 2010, Antimicrobial Agents and Chemotherapy.

[53]  Patricia De la Vega,et al.  Discovery of Gene Function by Expression Profiling of the Malaria Parasite Life Cycle , 2003, Science.

[54]  M. Blaxter,et al.  Experimental evolution, genetic analysis and genome re-sequencing reveal the mutation conferring artemisinin resistance in an isogenic lineage of malaria parasites , 2010, BMC Genomics.

[55]  François Nosten,et al.  Mefloquine resistance in Plasmodium falciparum and increased pfmdr1 gene copy number , 2004, The Lancet.

[56]  May Ho,et al.  Plasmodium falciparum genome-wide scans for positive selection, recombination hot spots and resistance to antimalarial drugs , 2010, Nature Genetics.

[57]  G. Snounou Genotyping of Plasmodium spp. Nested PCR. , 2002, Methods in molecular medicine.

[58]  T. Wellems,et al.  The impact of malaria parasitism: from corpuscles to communities. , 2009, The Journal of clinical investigation.

[59]  H. Babiker,et al.  Distinct haplotypes of dhfr and dhps among Plasmodium falciparum isolates in an area of high level of sulfadoxine-pyrimethamine (SP) resistance in eastern Sudan. , 2009, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[60]  Manuel Llinás,et al.  Identification and Genome-Wide Prediction of DNA Binding Specificities for the ApiAP2 Family of Regulators from the Malaria Parasite , 2010, PLoS pathogens.

[61]  M. Grunstein,et al.  Effects of histone H4 depletion on the cell cycle and transcription of Saccharomyces cerevisiae. , 1988, The EMBO journal.

[62]  Debashish Das,et al.  High heritability of malaria parasite clearance rate indicates a genetic basis for artemisinin resistance in western Cambodia. , 2010, The Journal of infectious diseases.

[63]  T. Q. Toan,et al.  Resistance of Plasmodium falciparum to antimalarial drugs in a highly endemic area of southern Viet Nam: a study in vivo and in vitro. , 2001, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[64]  M. Fukuda,et al.  Evidence of artemisinin-resistant malaria in western Cambodia. , 2008, The New England journal of medicine.

[65]  J. Flint,et al.  The population genetics of the haemoglobinopathies. , 1993, Bailliere's clinical haematology.

[66]  Ming Yi,et al.  Detection of genome-wide polymorphisms in the AT-rich Plasmodium falciparum genome using a high-density microarray , 2008, BMC Genomics.

[67]  D. Conway,et al.  Statistical estimation of cell-cycle progression and lineage commitment in Plasmodium falciparum reveals a homogeneous pattern of transcription in ex vivo culture , 2009, Proceedings of the National Academy of Sciences.

[68]  Yingyao Zhou,et al.  A Systematic Map of Genetic Variation in Plasmodium falciparum , 2006 .

[69]  M. Ashburner,et al.  Gene Ontology: tool for the unification of biology , 2000, Nature Genetics.

[70]  S. Meshnick,et al.  Alkylation of proteins by artemisinin. Effects of heme, pH, and drug structure. , 1994, Biochemical pharmacology.