Abstract

Introduction. Malaria is the sixth leading cause of death worldwide. According to a WHO survey (2019-2020), the total number of malaria deaths is estimated to be 409000. Plasmodium falciparum and Plasmodium vivax are major malaria parasites, particularly in subtropical areas.Materials and methods. In the present study, we used a transcriptome analysis of raw RNA sequence data to identify and characterize the differentially expressed genes in Plasmodium falciparum chloroquine-sensitive and chloroquine-resistant strains, as well as Plasmodium vivax primaquine sensitive and primaquine resistant strains. The raw RNA sequence data were obtained from the NCBI SRA database using the Accession IDs PRJNA308455, SRR14191963, and SRR332573.Results and discussion. The sequence of raw RNA was quantified, mapped, and annotated. The total number of reads mapped to the reference genome for Plasmodium falciparum was found to be 45474448 and for Plasmodium vivax was 38226870. The Cufflinks-Cuffdiff tool was used to identify differentially expressed genes in Plasmodium falciparum and Plasmodium vivax sensitive and resistant strains. This differentially expressed gene was further annotated and plotted using the "Limma" package of Bioconductor. The PPI network was constructed in String Database and Cytoscape software. Pathway enrichment analysis of list differentially expressed gene performed using KEGG and GO tool.Conclusion. In sensitive and resistant strains, comparative transcriptome analysis revealed differentially regulated gene expression patterns.

Highlights

  • Malaria is the sixth leading cause of death worldwide

  • Output data revealed a high degree of differentiation between sensitive and resistant strains based on gene expression and gene regulation; many genes and their functions were identified

  • We find that gene coding for proteins such as Multiple drug resistance protein, Erythrocytes membrane protein, proliferating cell nuclear antigen, Glycerophosphodiesterase, HSP-70/90 may be the reason behind drug resistance and immune tolerant property of CQ resistance P. falciparum strain

Read more

Summary

Introduction

Malaria is the sixth leading cause of death worldwide. According to a WHO survey (2019-2020), the total number of malaria deaths is estimated to be 409000. We used a transcriptome analysis of raw RNA sequence data to identify and characterize the differentially expressed genes in Plasmodium falciparum chloroquine-sensitive and chloroquine-resistant strains, as well as Plasmodium vivax primaquine sensitive and primaquine resistant strains. The Cufflinks-Cuffdiff tool was used to identify differentially expressed genes in Plasmodium falciparum and Plasmodium vivax sensitive and resistant strains. This differentially expressed gene was further annotated and plotted using the "Limma" package of Bioconductor. The malaria parasite cyclically infects humans via female Anopheles mosquitos. Malaria parasites enter humans through the bite of a female Anopheles mosquito. After the invasion, these malarial parasites multiply and grow in the liver’s hepatocytes before moving to red blood cells (RBC). The mosquito vector, unlike the human host, is unaffected by the presence of parasites

Methods
Results
Conclusion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call