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Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum

To understand the molecular mechanisms of parasitism in vivo, it is essential to elucidate how the transcriptomes of the human hosts and the infecting parasites affect one another. Here we report the RNA-seq analysis of 116 Indonesian patients infected with the malaria parasite Plasmodium falciparum...

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Autores principales: Yamagishi, Junya, Natori, Anna, Tolba, Mohammed E.M., Mongan, Arthur E., Sugimoto, Chihiro, Katayama, Toshiaki, Kawashima, Shuichi, Makalowski, Wojciech, Maeda, Ryuichiro, Eshita, Yuki, Tuda, Josef, Suzuki, Yutaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4158759/
https://www.ncbi.nlm.nih.gov/pubmed/25091627
http://dx.doi.org/10.1101/gr.158980.113
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author Yamagishi, Junya
Natori, Anna
Tolba, Mohammed E.M.
Mongan, Arthur E.
Sugimoto, Chihiro
Katayama, Toshiaki
Kawashima, Shuichi
Makalowski, Wojciech
Maeda, Ryuichiro
Eshita, Yuki
Tuda, Josef
Suzuki, Yutaka
author_facet Yamagishi, Junya
Natori, Anna
Tolba, Mohammed E.M.
Mongan, Arthur E.
Sugimoto, Chihiro
Katayama, Toshiaki
Kawashima, Shuichi
Makalowski, Wojciech
Maeda, Ryuichiro
Eshita, Yuki
Tuda, Josef
Suzuki, Yutaka
author_sort Yamagishi, Junya
collection PubMed
description To understand the molecular mechanisms of parasitism in vivo, it is essential to elucidate how the transcriptomes of the human hosts and the infecting parasites affect one another. Here we report the RNA-seq analysis of 116 Indonesian patients infected with the malaria parasite Plasmodium falciparum (Pf). We extracted RNAs from their peripheral blood as a mixture of host and parasite transcripts and mapped the RNA-seq tags to the human and Pf reference genomes to separate the respective tags. We were thus able to simultaneously analyze expression patterns in both humans and parasites. We identified human and parasite genes and pathways that correlated with various clinical data, which may serve as primary targets for drug developments. Of particular importance, we revealed characteristic expression changes in the human innate immune response pathway genes including TLR2 and TICAM2 that correlated with the severity of the malaria infection. We also found a group of transcription regulatory factors, JUND, for example, and signaling molecules, TNFAIP3, for example, that were strongly correlated in the expression patterns of humans and parasites. We also identified several genetic variations in important anti-malaria drug resistance-related genes. Furthermore, we identified the genetic variations which are potentially associated with severe malaria symptoms both in humans and parasites. The newly generated data should collectively lay a unique foundation for understanding variable behaviors of the field malaria parasites, which are far more complex than those observed under laboratory conditions.
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spelling pubmed-41587592015-03-01 Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum Yamagishi, Junya Natori, Anna Tolba, Mohammed E.M. Mongan, Arthur E. Sugimoto, Chihiro Katayama, Toshiaki Kawashima, Shuichi Makalowski, Wojciech Maeda, Ryuichiro Eshita, Yuki Tuda, Josef Suzuki, Yutaka Genome Res Research To understand the molecular mechanisms of parasitism in vivo, it is essential to elucidate how the transcriptomes of the human hosts and the infecting parasites affect one another. Here we report the RNA-seq analysis of 116 Indonesian patients infected with the malaria parasite Plasmodium falciparum (Pf). We extracted RNAs from their peripheral blood as a mixture of host and parasite transcripts and mapped the RNA-seq tags to the human and Pf reference genomes to separate the respective tags. We were thus able to simultaneously analyze expression patterns in both humans and parasites. We identified human and parasite genes and pathways that correlated with various clinical data, which may serve as primary targets for drug developments. Of particular importance, we revealed characteristic expression changes in the human innate immune response pathway genes including TLR2 and TICAM2 that correlated with the severity of the malaria infection. We also found a group of transcription regulatory factors, JUND, for example, and signaling molecules, TNFAIP3, for example, that were strongly correlated in the expression patterns of humans and parasites. We also identified several genetic variations in important anti-malaria drug resistance-related genes. Furthermore, we identified the genetic variations which are potentially associated with severe malaria symptoms both in humans and parasites. The newly generated data should collectively lay a unique foundation for understanding variable behaviors of the field malaria parasites, which are far more complex than those observed under laboratory conditions. Cold Spring Harbor Laboratory Press 2014-09 /pmc/articles/PMC4158759/ /pubmed/25091627 http://dx.doi.org/10.1101/gr.158980.113 Text en © 2014 Yamagishi et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Research
Yamagishi, Junya
Natori, Anna
Tolba, Mohammed E.M.
Mongan, Arthur E.
Sugimoto, Chihiro
Katayama, Toshiaki
Kawashima, Shuichi
Makalowski, Wojciech
Maeda, Ryuichiro
Eshita, Yuki
Tuda, Josef
Suzuki, Yutaka
Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title_full Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title_fullStr Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title_full_unstemmed Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title_short Interactive transcriptome analysis of malaria patients and infecting Plasmodium falciparum
title_sort interactive transcriptome analysis of malaria patients and infecting plasmodium falciparum
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4158759/
https://www.ncbi.nlm.nih.gov/pubmed/25091627
http://dx.doi.org/10.1101/gr.158980.113
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