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Anantabotla VM, Antony HA, Joseph NM, Parija SC, Rajkumari N, Kini JR, Manipura R, Nag VL, Gadepalli RS, Chayani N, Patro S. Genetic diversity of Indian Plasmodium vivax isolates based on the analysis of PvMSP3β polymorphic marker. Trop Parasitol 2019; 9:108-114. [PMID: 31579665 PMCID: PMC6767795 DOI: 10.4103/tp.tp_11_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2019] [Indexed: 11/04/2022] Open
Abstract
Background Malaria is one of the major communicable diseases in India and worldwide. PvMSP3β is a highly polymorphic gene due to its large insertions and deletions in the central alanine-rich region, which, in turn, makes it a valuable marker for population genetic analysis. Very few studies are available from India about the genetic diversity of Plasmodium vivax based on PvMSP3β gene, and hence, this study was designed to understand the molecular diversity of the P. vivax malaria parasite. The accumulating epidemiological data provide insights into the circulating genetic variants of P. vivax in India, and ultimately benefits the vaccine development. Materials and Methods A total of 268 samples confirmed to be positive by microscopy, rapid diagnostic test, and quantitative buffy coat test were collected from four different regions of India (Puducherry, Mangaluru, Jodhpur, and Cuttack) in the present study. Polymerase chain reaction (PCR)-based diagnosis was carried out to confirm the P. vivax monoinfection, and only the mono-infected samples were subjected to PvMSP3β gene amplification and further restriction fragment length polymorphism (RFLP) to determine suballeles. Results Based on the size of the amplified fragment, the PvMSP3β gene was apportioned into two major types, namely Type A genotype (1.6-2 Kb) was predominantly present in 148 isolates and Type B (1-1.5 Kb) was observed in 110 isolates. The percentage of mixed infections by PCR was 3.73%. All the PCR products were subjected to RFLP to categorize into suballeles and we detected 39 suballeles (A1-A39) in Type A, and 23 suballeles (B1-B23) in Type B genotype. A high degree of diversity was observed among the isolates collected from Mangaluru region when compared to isolates collected from other regions. Conclusion The present study showed a high degree of genetic diversity of PvMSP3β gene among the isolates collected from various parts of India. High polymorphism in PvMSP3β gene makes it a promising marker for epidemiological and vaccine development studies.
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Affiliation(s)
- V M Anantabotla
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Noyal Maria Joseph
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | | | - Nonika Rajkumari
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Jyoti R Kini
- Department of Pathology, Kasturba Medical College, Manipal Academy of Higher Education, Mangalore, Karnataka, India
| | - Radhakrishna Manipura
- Department of Microbiology, Kasturba Medical College, Manipal Academy of Higher Education, Mangalore, Karnataka, India
| | - Vijaya Lakshmi Nag
- Department of Microbiology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - R S Gadepalli
- Department of Microbiology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Nirupama Chayani
- Department of Microbiology, Srirama Chandra Bhanja Medical College and Hospital, Cuttack, Odisha, India
| | - Somi Patro
- District Public Health Lab, District Headquarter Hospital, Puri, Odisha, India
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Antony HA, Topno NS, Gummadi SN, Siva Sankar D, Krishna R, Parija SC. In silico modeling of Plasmodium falciparum chloroquine resistance transporter protein and biochemical studies suggest its key contribution to chloroquine resistance. Acta Trop 2019; 189:84-93. [PMID: 30308208 DOI: 10.1016/j.actatropica.2018.10.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 10/04/2018] [Accepted: 10/05/2018] [Indexed: 10/28/2022]
Abstract
Chloroquine (CQ) has been used for decades as the primary chemotherapeutic drug for the treatment of malaria. The emergence of drug resistance in Plasmodium falciparum has been considered to be because of the excessive use of antimalarial drugs worldwide. Moreover, the intense distribution and prevalence of chloroquine-resistant strains in endemic regions has aided the incidence of more complications to malaria treatment and control. Due to the lack of literature that portrays evident molecular mechanisms of drug resistance, it has been difficult to understand the drug resistance conferred by Plasmodium species. Intensive research on CQ drug resistance has identified the association of P. falciparum chloroquine resistance transporter protein (PfCRT), which belongs to the drug/metabolite transporter and EamA-like superfamily. Additionally, it has shown that K76 T mutation in PfCRT protein has mainly attributed to CQ resistance than other mutations. This study deals with the development of an in silico model of the PfCRT protein and its interaction with the CQ ligand molecule as well as the biochemical and biophysical characterization of the transmembrane domain 1 (TMD 1) peptide of the PfCRT protein. The physiochemical analysis of the PfCRT protein identified basic differences between the wild and mutant forms of the protein, as well as identifying the high hydrophobic nature of the mutant-type protein. The tertiary structure of the PfCRT protein was predicted and interaction with CQ revealed different active pocket binding regions in both the wild and mutant form of PfCRT proteins. The CQ2+ molecule interacts with TMD 10 of the wild-type PfCRT protein, whereas it interacts with TMD 1 of the mutant-type protein. Studies on the TMD 1 peptide revealed the insertion of the peptide in the micelles adopting stable alpha-helical structure. Binding studies with the CQ molecule detected high binding affinity toward the mutant-type TMD 1 peptide rather than the wild-type, thus confirming that the TMD 1 peptide is involved in substrate selectivity. Our findings help to characterize the structure of the PfCRT protein and the role played by the TMD 1 region in CQ resistance using in silico and biochemical approaches. Molecular docking and ligand binding studies confirm that TMD 1 is involved in substrate selectivity and aids in CQ efflux, thereby contributing to the parasite's CQ drug resistance mechanism.
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Oboh MA, Singh US, Antony HA, Ndiaye D, Badiane AS, Ali NA, Bharti PK, Das A. Molecular epidemiology and evolution of drug-resistant genes in the malaria parasite Plasmodium falciparum in southwestern Nigeria. Infect Genet Evol 2018; 66:222-228. [PMID: 30316883 DOI: 10.1016/j.meegid.2018.10.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 10/02/2018] [Accepted: 10/11/2018] [Indexed: 11/27/2022]
Abstract
Malaria is an age-old disease of human kind living in the tropical and sub-tropical regions of the globe, with Africa contributing the highest incidence of morbidity and mortality. Among many hurdles, evolution and spread of drug-resistant Plasmodium falciparum parasites constitute major challenges to malaria control and elimination. Information on molecular epidemiology and pattern of evolution of genes conferring resistance to different antimalarials are needed to track the route of the spread of resistant parasites and also to inform if the drug-resistant genes are adapted in the population following the Darwinian model of evolution. In the present study, we have followed molecular methods to detect both the known and emerging mutations in three genes (Pfcrt, Pfdhfr and Pfdhps) of P. falciparum conferring resistance to chloroquine and sulfadoxine-pyrimethamine from two different states (Edo: meso-endemic and Lagos: hypo-endemic) in southwestern Nigeria. High diversities in haplotypes and nucleotides in genes responsible for chloroquine (Pfcrt) and sulfadoxine (Pfdhps) resistance are recorded. About 96% of Pfdhfr and Pfdhps gene in both the meso- and hypo- endemic areas were mutant type, followed by 61% in Pfcrt gene. Many unique haplotypes of Pfdhps and Pfcrt were found to be segregated in these two populations. One particular mutant haplotype of Pfdhfr (AIRNI) was found to be in very high frequency in both Lagos and Edo. While the net haplotype diversity was highest in Pfdhps (0.81 in Lagos, 0.87 in Edo), followed by Pfcrt (0.69 in Lagos, 0.65 in Edo); highest number of haplotype was found in Pfdhps with 13 distinct haplotypes, followed by seven in Pfcrt and four in Pfdhfr gene. Moreover, detection of strong linkage among mutations of Pfcrt and Pfdhfr and feeble evidence for balancing selection in Pfdhps are indicative of evolutionary potential of mutation in genes responsible for drug resistance in Nigerian populations of P. falciparum.
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Affiliation(s)
- Mary Aigbiremo Oboh
- Parasitology and Mycology Laboratory, Université Cheikh Anta Diop, Dakar, Senegal
| | - Upasana Shyamsunder Singh
- Division of Vector Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur, India
| | - Hiasindh Ashmi Antony
- Division of Vector Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur, India
| | - Daouda Ndiaye
- Parasitology and Mycology Laboratory, Université Cheikh Anta Diop, Dakar, Senegal
| | - Aida Sadikh Badiane
- Parasitology and Mycology Laboratory, Université Cheikh Anta Diop, Dakar, Senegal
| | - Nazia Anwar Ali
- Division of Vector Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur, India
| | - Praveen Kumar Bharti
- Division of Vector Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur, India
| | - Aparup Das
- Division of Vector Borne Diseases, ICMR-National Institute of Research in Tribal Health, Jabalpur, India.
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Antony HA, Pathak V, Parija SC, Ghosh K, Bhattacherjee A. Transcriptomic Analysis of Chloroquine-Sensitive and Chloroquine-Resistant Strains ofPlasmodium falciparum: Toward Malaria Diagnostics and Therapeutics for Global Health. OMICS: A Journal of Integrative Biology 2016; 20:424-32. [DOI: 10.1089/omi.2016.0058] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
| | - Vrushali Pathak
- Department of Haematogenetics, National Institute of Immunohaematology (NII), Mumbai, India
| | - Subhash Chandra Parija
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India
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Antony HA, Pathak V, Parija SC, Ghosh K, Bhattacherjee A. Whole transcriptome expression analysis and comparison of two different strains of Plasmodium falciparum using RNA-Seq. Genom Data 2016; 8:110-2. [PMID: 27222812 PMCID: PMC4872366 DOI: 10.1016/j.gdata.2016.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 04/12/2016] [Indexed: 11/26/2022]
Abstract
The emergence and distribution of drug resistance in malaria are serious public health concerns in tropical and subtropical regions of the world. However, the molecular mechanism of drug resistance remains unclear. In the present study, we performed a high-throughput RNA-Seq to identify and characterize the differentially expressed genes between the chloroquine (CQ) sensitive (3D7) and resistant (Dd2) strains of Plasmodium falciparum. The parasite cells were cultured in the presence and absence of CQ by in vitro method. Total RNA was isolated from the harvested parasite cells using TRIzol, and RNA-Seq was conducted using an Illumina HiSeq 2500 sequencing platform with paired-end reads and annotated using Tophat. The transcriptome analysis of P. falciparum revealed the expression of ~ 5000 genes, in which ~ 60% of the genes have unknown function. Cuffdiff program was used to identify the differentially expressed genes between the CQ-sensitive and resistant strains. Here, we furnish a detailed description of the experimental design, procedure, and analysis of the transcriptome sequencing data, that have been deposited in the National Center for Biotechnology Information (accession nos. PRJNA308455 and GSE77499).
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Affiliation(s)
- Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry 605006, India
| | - Vrushali Pathak
- Department of Haematogenetics, National Institute of Immunohaematology (NII), Mumbai, Maharashtra 400012, India
| | - Subhash Chandra Parija
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry 605006, India
| | - Kanjaksha Ghosh
- Surat Raktadan Kendra & Research Centre, Surat, Gujarat 395002, India
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Antony HA, Das S, Parija SC, Padhi S. Sequence analysis of pfcrt and pfmdr1 genes and its association with chloroquine resistance in Southeast Indian Plasmodium falciparum isolates. Genom Data 2016; 8:85-90. [PMID: 27222806 PMCID: PMC4856815 DOI: 10.1016/j.gdata.2016.04.010] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Revised: 04/13/2016] [Accepted: 04/16/2016] [Indexed: 01/13/2023]
Abstract
BACKGROUND Due to the widespread resistance of Plasmodium falciparum to chloroquine drug, artemisinin-based combination therapy (ACT) has been recommended as the first-line treatment. This study aims to evaluate the extent of chloroquine resistance in P. falciparum infection after the introduction of ACT. This study was carried out based on the mutation analysis in P. falciparum chloroquine resistant transporter (pfcrt) and P. falciparum multidrug resistance 1 (pfmdr1) genes. Identification of these molecular markers plays a significant role in monitoring and assessment of drug resistance as well as in designing an effective antimalarial drug policy in India. METHODS Sixty blood samples were collected from patients infected with P. falciparum from JIPMER, Puducherry and MKCG Medical College, Odisha. Polymerase chain reaction-restriction fragment length polymorphism was performed, targeting the point mutation of K76T in pfcrt and N86Y in pfmdr1 gene. The PCR products were sequenced, genotyped and further analysed for amino acid changes in these codons. RESULTS The frequency of pfcrt mutation at 76th position was dominant for mutant T allele with 56.7% and wild type K, 43.3%. Majority of pfmdr1 86 allele were wild type, with N (90%) and mutant, Y (10%). Additionally, we found three haplotypes for CQ resistance, SVMNT, CVIET and CVIKT in association with the pfcrt gene. However, a poorly studied SNP in pfmdr1 gene (Y184F) associated with CQ resistance showed high frequency (70%) in P. falciparum isolates. CONCLUSIONS The point mutation K76T of pfcrt is high in P. falciparum suggesting a sustained high CQ resistance even after five years of the introduction of ACTs for antimalarial therapy. The present study suggests a strong association of CQ resistance with pfcrt T76, but not with the pfmdr1 Y86 mutation. However, sequence analysis showed that Y184F mutation on pfmdr1 gene was found to be associated with high resistance. Also, a new pfcrt haplotype 'CVIKT' associated with CQ resistance was found to be present in Indian strains of P. falciparum. The data obtained from this study helps in continuous monitoring of drug resistance in malaria and also suggests the need for careful usage of CQ in Plasmodium vivax malarial treatment.
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Affiliation(s)
- Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry 605006, India
| | - Sindhusuta Das
- Department of Microbiology, Maharaja Krishna Chandra Gajapati Medical College (MKCG Medical College), Odisha 760004, India
| | - Subhash Chandra Parija
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry 605006, India
| | - Sanghamitra Padhi
- Department of Microbiology, Maharaja Krishna Chandra Gajapati Medical College (MKCG Medical College), Odisha 760004, India
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Abstract
Malaria is a major public health burden throughout the world. Resistance to the antimalarial drugs has increased the mortality and morbidity rate that is achieved so far through the malaria control program. Monitoring the drug resistance to the available antimalarial drugs helps to implement effective drug policy, through the in vivo efficacy studies, in vitro drug susceptibility tests and detection of molecular markers. It is important to understand the mechanism of the antimalarial drugs, as it is one of the key factors in the emergence and spread of drug resistance. This review summarizes the commonly used antimalarial drugs, their mechanism of action and the genetic markers validated so far for the detection of drug-resistant parasites.
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Affiliation(s)
- Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Subhash Chandra Parija
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
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Antony HA, Pathak V, Ghosh K, Parija SC. Comparison of protein expression pattern between the Plasmodium falciparum chloroquine-resistant RKL9 and chloroquine-sensitive MRC2 strains. Trop Parasitol 2016; 6:136-140. [PMID: 27722102 PMCID: PMC5048700 DOI: 10.4103/2229-5070.190831] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE The objective of this study was to compare the protein expression patterns of Plasmodium falciparum extracellular and intracellular proteins separated by two-dimensional electrophoresis (2-DE) from the chloroquine-sensitive (CQS) MRC2 strain and chloroquine-resistant (CQR) RKL9 strain. Materials and Methods: Both the extracellular protein (ECP) and intracellular protein (ICP) were extracted and solubilized. The proteins were separated by 2-DE, first based on their charges using isoelectric focusing and then their sizes by electrophoresis. The separated protein spots were detected by silver staining, and further, the protein spot density was analyzed by an image analysis software. RESULTS 2-DE separated the proteins extracted from the CQS and CQR strains based on their differentially expressed protein patterns. EXTRACELLULAR PROTEIN ANALYSIS A total of 109 and 77 protein spots were detected by image analysis of ECP extracted from MRC2 and RKL9 strains, respectively. There was a marked reduction in protein expression pattern in the CQR strain when compared with the CQS strain. Interestingly, 50 and 18 protein spots were uniquely expressed in MRC2 and RKL9 strains, respectively. When MRC2 strain-expressed proteins were taken as the control, 12 upregulated and 14 downregulated protein spots were observed in the RKL9 strain-extracted proteins. INTRACELLULAR PROTEIN ANALYSIS ICP extracted from MRC2 and RKL9 strains showed 187 and 199 protein spots by an image analysis software, and a small enhancement of protein expression was measured when comparing the CQR strain with CQS strain. There were 67 and 79 unique protein spots detected in MRC2 and RKL9 strains, respectively. A total of 120 protein spots were similar when MRC2 proteins were taken as the control; among these protein spots, 40 upregulated and 22 downregulated protein spots were detected in RKL9 strain-expressed protein. CONCLUSIONS Both these unique and matched protein spots might be molecularly potent drug targets for chloroquine resistance in P. falciparum. Further identification of these proteins by mass spectrometry/peptide sequencing is essential to clearly understand the mechanism of resistance.
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Affiliation(s)
- Hiasindh Ashmi Antony
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
| | - Vrushali Pathak
- Department of Haematogenetics, National Institute of Immunohaematology, KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Kanjaksha Ghosh
- Surat Raktadan Kendra and Research Centre, Surat, Gujarat, India
| | - Subhash Chandra Parija
- Department of Microbiology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India
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Abstract
OBJECTIVE To find out whether gDNA methylation can be used as a diagnostic/prognostic method for neonatal sepsis. METHODS The study was conducted in the neonatal division of a tertiary care referral hospital. Fifty one newborns as cases and thirty seven newborns as controls were enrolled in the study. Using 5-mC DNA ELISA method, the percentage of genomic DNA methylated in these newborns was established. RESULTS Highly significant difference in percentage of gDNA methylated was found between the cases and controls (Cases: 2.4 ± 0.39; CONTROLS 2.07 ± 0.35; P < 0.0001). Culture proven and possible cases were also significantly distinguishable (P < 0.05). No significant differences in methylation were observed in terms of gestational age, birth weight and outcomes such shock, thrombocytopenia, except for renal failure. CONCLUSIONS The index results showed that genomic DNA methylation varies significantly among newborns with sepsis (clinical, probable and culture positive) and without sepsis. Although the global DNA methylation was not a highly sensitive diagnostic method, this study reveals that DNA methylation might play a vital role in neonatal sepsis susceptibility. Identification of the specific differentially methylated genes might serve as a promising future diagnostic/prognostic marker for neonatal sepsis.
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Affiliation(s)
- Benet Bosco Dhas
- Department of Pediatrics, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Pondicherry, India
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