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Understanding Human Cerebral Malaria through a Blood Transcriptomic Signature: Evidences for Erythrocyte Alteration, Immune/Inflammatory Dysregulation, and Brain Dysfunction
Background. Cerebral malaria (CM), a reversible encephalopathy affecting young children, is a medical emergency requiring rapid clinical assessment and treatment. However, understanding of the genes/proteins and the biological pathways involved in the disease outcome is still limited. Methods. We ha...
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Published in: | Mediators of inflammation 2020, Vol.2020 (2020), p.1-15 |
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creator | Marquet, Sandrine Dessein, Alain Chevillard, Christophe Traore, Abdoulaye M. Oumar, Aboubacar A. Barry, Abdoulaye Bergon, Aurélie Poudiougou, Belco Cabantous, Sandrine Doumbo, Ogobara K. |
description | Background. Cerebral malaria (CM), a reversible encephalopathy affecting young children, is a medical emergency requiring rapid clinical assessment and treatment. However, understanding of the genes/proteins and the biological pathways involved in the disease outcome is still limited. Methods. We have performed a whole transcriptomic analysis of blood samples from Malian children with CM or uncomplicated malaria (UM). Hierarchical clustering and pathway, network, and upstream regulator analyses were performed to explore differentially expressed genes (DEGs). We validated gene expression for 8 genes using real-time quantitative PCR (RT-qPCR). Plasma levels were measured for IP-10/CXCL10 and IL-18. Results. A blood RNA signature including 538 DEGs (∣FC∣≥2.0, adjusted P value ≤ 0.01) allowed to discriminate between CM and UM. Ingenuity Pathway Analysis (IPA) and Kyoto Encyclopedia of Genes and Genomes (KEGG) revealed novel genes and biological pathways related to immune/inflammatory responses, erythrocyte alteration, and neurodegenerative disorders. Gene expressions of CXCL10, IL12RB2, IL18BP, IL2RA, AXIN2, and NET were significantly lower in CM whereas ARG1 and SLC6A9 were higher in CM compared to UM. Plasma protein levels of IP-10/CXCL10 were significantly lower in CM than in UM while levels of IL-18 were higher. Interestingly, among children with CM, those who died from a complication of malaria tended to have higher concentrations of IP-10/CXCL10 and IFN-γ than those who recovered. Conclusions. This study identified some new factors and mechanisms that play crucial roles in CM and characterized their respective biological pathways as well as some upstream regulators. |
doi_str_mv | 10.1155/2020/3280689 |
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Cerebral malaria (CM), a reversible encephalopathy affecting young children, is a medical emergency requiring rapid clinical assessment and treatment. However, understanding of the genes/proteins and the biological pathways involved in the disease outcome is still limited. Methods. We have performed a whole transcriptomic analysis of blood samples from Malian children with CM or uncomplicated malaria (UM). Hierarchical clustering and pathway, network, and upstream regulator analyses were performed to explore differentially expressed genes (DEGs). We validated gene expression for 8 genes using real-time quantitative PCR (RT-qPCR). Plasma levels were measured for IP-10/CXCL10 and IL-18. Results. A blood RNA signature including 538 DEGs (∣FC∣≥2.0, adjusted P value ≤ 0.01) allowed to discriminate between CM and UM. Ingenuity Pathway Analysis (IPA) and Kyoto Encyclopedia of Genes and Genomes (KEGG) revealed novel genes and biological pathways related to immune/inflammatory responses, erythrocyte alteration, and neurodegenerative disorders. Gene expressions of CXCL10, IL12RB2, IL18BP, IL2RA, AXIN2, and NET were significantly lower in CM whereas ARG1 and SLC6A9 were higher in CM compared to UM. Plasma protein levels of IP-10/CXCL10 were significantly lower in CM than in UM while levels of IL-18 were higher. Interestingly, among children with CM, those who died from a complication of malaria tended to have higher concentrations of IP-10/CXCL10 and IFN-γ than those who recovered. Conclusions. This study identified some new factors and mechanisms that play crucial roles in CM and characterized their respective biological pathways as well as some upstream regulators.</description><identifier>ISSN: 0962-9351</identifier><identifier>EISSN: 1466-1861</identifier><identifier>DOI: 10.1155/2020/3280689</identifier><identifier>PMID: 32801995</identifier><language>eng</language><publisher>Cairo, Egypt: Hindawi Publishing Corporation</publisher><subject>Biomarkers ; Blood ; Blood proteins ; Brain ; Brain - metabolism ; Chemokine CXCL10 - blood ; Children ; Coma ; Computational Biology - methods ; CXCL10 protein ; Datasets ; Disease ; Encephalopathy ; Erythrocytes - metabolism ; Ethics ; Fatalities ; Gene expression ; Genes ; Genomes ; Hospitals ; Human health and pathology ; Humans ; Inflammation ; Inflammation - blood ; Interleukin 1 ; Interleukin 18 ; Interleukin 2 receptors ; Interleukin-18 - blood ; IP-10 protein ; Life Sciences ; Malaria ; Malaria, Cerebral - genetics ; Malaria, Cerebral - metabolism ; Medical research ; Medicine, Experimental ; Nervous system diseases ; Neurodegenerative diseases ; Oligonucleotide Array Sequence Analysis ; Plasma levels ; Reverse Transcriptase Polymerase Chain Reaction ; Ribonucleic acid ; RNA ; Software ; Transcriptome - genetics ; Transcriptomics ; Values ; γ-Interferon</subject><ispartof>Mediators of inflammation, 2020, Vol.2020 (2020), p.1-15</ispartof><rights>Copyright © 2020 Sandrine Cabantous et al.</rights><rights>COPYRIGHT 2020 John Wiley & Sons, Inc.</rights><rights>Copyright © 2020 Sandrine Cabantous et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. http://creativecommons.org/licenses/by/4.0</rights><rights>Attribution</rights><rights>Copyright © 2020 Sandrine Cabantous et al. 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c638t-e8ee91fee033ed0ade4c2e214df40c6f24819a64b38c1c31eb93efbe59bf3ec43</citedby><cites>FETCH-LOGICAL-c638t-e8ee91fee033ed0ade4c2e214df40c6f24819a64b38c1c31eb93efbe59bf3ec43</cites><orcidid>0000-0001-7011-6496 ; 0000-0002-5269-8813 ; 0000-0003-1518-4562</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2420062177/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2420062177?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4024,25753,27923,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32801995$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://amu.hal.science/hal-02898283$$DView record in HAL$$Hfree_for_read</backlink></links><search><contributor>Giovarelli, Mirella</contributor><contributor>Mirella Giovarelli</contributor><creatorcontrib>Marquet, Sandrine</creatorcontrib><creatorcontrib>Dessein, Alain</creatorcontrib><creatorcontrib>Chevillard, Christophe</creatorcontrib><creatorcontrib>Traore, Abdoulaye M.</creatorcontrib><creatorcontrib>Oumar, Aboubacar A.</creatorcontrib><creatorcontrib>Barry, Abdoulaye</creatorcontrib><creatorcontrib>Bergon, Aurélie</creatorcontrib><creatorcontrib>Poudiougou, Belco</creatorcontrib><creatorcontrib>Cabantous, Sandrine</creatorcontrib><creatorcontrib>Doumbo, Ogobara K.</creatorcontrib><title>Understanding Human Cerebral Malaria through a Blood Transcriptomic Signature: Evidences for Erythrocyte Alteration, Immune/Inflammatory Dysregulation, and Brain Dysfunction</title><title>Mediators of inflammation</title><addtitle>Mediators Inflamm</addtitle><description>Background. Cerebral malaria (CM), a reversible encephalopathy affecting young children, is a medical emergency requiring rapid clinical assessment and treatment. However, understanding of the genes/proteins and the biological pathways involved in the disease outcome is still limited. Methods. We have performed a whole transcriptomic analysis of blood samples from Malian children with CM or uncomplicated malaria (UM). Hierarchical clustering and pathway, network, and upstream regulator analyses were performed to explore differentially expressed genes (DEGs). We validated gene expression for 8 genes using real-time quantitative PCR (RT-qPCR). Plasma levels were measured for IP-10/CXCL10 and IL-18. Results. A blood RNA signature including 538 DEGs (∣FC∣≥2.0, adjusted P value ≤ 0.01) allowed to discriminate between CM and UM. Ingenuity Pathway Analysis (IPA) and Kyoto Encyclopedia of Genes and Genomes (KEGG) revealed novel genes and biological pathways related to immune/inflammatory responses, erythrocyte alteration, and neurodegenerative disorders. Gene expressions of CXCL10, IL12RB2, IL18BP, IL2RA, AXIN2, and NET were significantly lower in CM whereas ARG1 and SLC6A9 were higher in CM compared to UM. Plasma protein levels of IP-10/CXCL10 were significantly lower in CM than in UM while levels of IL-18 were higher. Interestingly, among children with CM, those who died from a complication of malaria tended to have higher concentrations of IP-10/CXCL10 and IFN-γ than those who recovered. Conclusions. This study identified some new factors and mechanisms that play crucial roles in CM and characterized their respective biological pathways as well as some upstream regulators.</description><subject>Biomarkers</subject><subject>Blood</subject><subject>Blood proteins</subject><subject>Brain</subject><subject>Brain - metabolism</subject><subject>Chemokine CXCL10 - blood</subject><subject>Children</subject><subject>Coma</subject><subject>Computational Biology - methods</subject><subject>CXCL10 protein</subject><subject>Datasets</subject><subject>Disease</subject><subject>Encephalopathy</subject><subject>Erythrocytes - metabolism</subject><subject>Ethics</subject><subject>Fatalities</subject><subject>Gene expression</subject><subject>Genes</subject><subject>Genomes</subject><subject>Hospitals</subject><subject>Human health and pathology</subject><subject>Humans</subject><subject>Inflammation</subject><subject>Inflammation - blood</subject><subject>Interleukin 1</subject><subject>Interleukin 18</subject><subject>Interleukin 2 receptors</subject><subject>Interleukin-18 - blood</subject><subject>IP-10 protein</subject><subject>Life Sciences</subject><subject>Malaria</subject><subject>Malaria, Cerebral - genetics</subject><subject>Malaria, Cerebral - metabolism</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Nervous system diseases</subject><subject>Neurodegenerative diseases</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Plasma levels</subject><subject>Reverse Transcriptase Polymerase Chain Reaction</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Software</subject><subject>Transcriptome - genetics</subject><subject>Transcriptomics</subject><subject>Values</subject><subject>γ-Interferon</subject><issn>0962-9351</issn><issn>1466-1861</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNkk1v1DAQhiMEoqVw44wscQHR7fojdhwOSNtS6EpFHGjPluOMs64Se3GSov1R_EccdmnZigPywdLMM--Mx2-WvST4hBDO5xRTPGdUYiHLR9khyYWYESnI4-wQl4LOSsbJQfas728wxjzP5dPsYMJJWfLD7Oe1ryH2g_a18w26GDvt0RlEqKJu0Rfd6ug0GlYxjM0KaXTahlCjq6h9b6JbD6FzBn1zjdfDGOE9Or91NXgDPbIhovO4mUrNZgC0aAeIenDBH6Nl140e5ktvW911eghxgz5u-gjN2O6QNBA6jdr5KWFHb6bw8-yJ1W0PL3b3UXb96fzq7GJ2-fXz8mxxOTOCyWEGEqAkFgAzBjXWNeSGAiV5bXNshKW5JKUWecWkIYYRqEoGtgJeVpaBydlRttzq1kHfqHV0nY4bFbRTvwMhNkrHwZkWlKWcCEIrC0mQAejUQJJKU2txJesiaX3Yaq3HqoPagB_SavdE9zPerVQTblXBaMH5NMzbrcDqQdnF4lJNMUxlKalktySxb3bNYvg-Qj-ozvUG2lZ7CGOvaM7ygouC8IS-foDehDH6tNZEUYwFJUVxTzU6PdZ5G9KMZhJVC8EKTAual4k6-QeVTg3JH8GDdSm-V3C8LTAx9Onf7d3DCFaTrdVka7WzdcJf_b3DO_iPjxPwbrcj52v9w_2nHCQGrL6nSUkE5-wXrlgMXg</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Marquet, Sandrine</creator><creator>Dessein, Alain</creator><creator>Chevillard, Christophe</creator><creator>Traore, Abdoulaye M.</creator><creator>Oumar, Aboubacar A.</creator><creator>Barry, Abdoulaye</creator><creator>Bergon, Aurélie</creator><creator>Poudiougou, Belco</creator><creator>Cabantous, Sandrine</creator><creator>Doumbo, Ogobara K.</creator><general>Hindawi Publishing Corporation</general><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>ADJCN</scope><scope>AHFXO</scope><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7P</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-7011-6496</orcidid><orcidid>https://orcid.org/0000-0002-5269-8813</orcidid><orcidid>https://orcid.org/0000-0003-1518-4562</orcidid></search><sort><creationdate>2020</creationdate><title>Understanding Human Cerebral Malaria through a Blood Transcriptomic Signature: Evidences for Erythrocyte Alteration, Immune/Inflammatory Dysregulation, and Brain Dysfunction</title><author>Marquet, Sandrine ; Dessein, Alain ; Chevillard, Christophe ; Traore, Abdoulaye M. ; Oumar, Aboubacar A. ; Barry, Abdoulaye ; Bergon, Aurélie ; Poudiougou, Belco ; Cabantous, Sandrine ; Doumbo, Ogobara K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c638t-e8ee91fee033ed0ade4c2e214df40c6f24819a64b38c1c31eb93efbe59bf3ec43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Biomarkers</topic><topic>Blood</topic><topic>Blood proteins</topic><topic>Brain</topic><topic>Brain - 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Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Mediators of inflammation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Marquet, Sandrine</au><au>Dessein, Alain</au><au>Chevillard, Christophe</au><au>Traore, Abdoulaye M.</au><au>Oumar, Aboubacar A.</au><au>Barry, Abdoulaye</au><au>Bergon, Aurélie</au><au>Poudiougou, Belco</au><au>Cabantous, Sandrine</au><au>Doumbo, Ogobara K.</au><au>Giovarelli, Mirella</au><au>Mirella Giovarelli</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Understanding Human Cerebral Malaria through a Blood Transcriptomic Signature: Evidences for Erythrocyte Alteration, Immune/Inflammatory Dysregulation, and Brain Dysfunction</atitle><jtitle>Mediators of inflammation</jtitle><addtitle>Mediators Inflamm</addtitle><date>2020</date><risdate>2020</risdate><volume>2020</volume><issue>2020</issue><spage>1</spage><epage>15</epage><pages>1-15</pages><issn>0962-9351</issn><eissn>1466-1861</eissn><abstract>Background. Cerebral malaria (CM), a reversible encephalopathy affecting young children, is a medical emergency requiring rapid clinical assessment and treatment. However, understanding of the genes/proteins and the biological pathways involved in the disease outcome is still limited. Methods. We have performed a whole transcriptomic analysis of blood samples from Malian children with CM or uncomplicated malaria (UM). Hierarchical clustering and pathway, network, and upstream regulator analyses were performed to explore differentially expressed genes (DEGs). We validated gene expression for 8 genes using real-time quantitative PCR (RT-qPCR). Plasma levels were measured for IP-10/CXCL10 and IL-18. Results. A blood RNA signature including 538 DEGs (∣FC∣≥2.0, adjusted P value ≤ 0.01) allowed to discriminate between CM and UM. Ingenuity Pathway Analysis (IPA) and Kyoto Encyclopedia of Genes and Genomes (KEGG) revealed novel genes and biological pathways related to immune/inflammatory responses, erythrocyte alteration, and neurodegenerative disorders. Gene expressions of CXCL10, IL12RB2, IL18BP, IL2RA, AXIN2, and NET were significantly lower in CM whereas ARG1 and SLC6A9 were higher in CM compared to UM. Plasma protein levels of IP-10/CXCL10 were significantly lower in CM than in UM while levels of IL-18 were higher. Interestingly, among children with CM, those who died from a complication of malaria tended to have higher concentrations of IP-10/CXCL10 and IFN-γ than those who recovered. Conclusions. This study identified some new factors and mechanisms that play crucial roles in CM and characterized their respective biological pathways as well as some upstream regulators.</abstract><cop>Cairo, Egypt</cop><pub>Hindawi Publishing Corporation</pub><pmid>32801995</pmid><doi>10.1155/2020/3280689</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-7011-6496</orcidid><orcidid>https://orcid.org/0000-0002-5269-8813</orcidid><orcidid>https://orcid.org/0000-0003-1518-4562</orcidid><oa>free_for_read</oa></addata></record> |
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recordid | cdi_doaj_primary_oai_doaj_org_article_f251612bfea643eea0c681ba2ff0b8d7 |
source | Publicly Available Content Database (Proquest) (PQ_SDU_P3); PubMed Central Free; Wiley Online Library Open Access |
subjects | Biomarkers Blood Blood proteins Brain Brain - metabolism Chemokine CXCL10 - blood Children Coma Computational Biology - methods CXCL10 protein Datasets Disease Encephalopathy Erythrocytes - metabolism Ethics Fatalities Gene expression Genes Genomes Hospitals Human health and pathology Humans Inflammation Inflammation - blood Interleukin 1 Interleukin 18 Interleukin 2 receptors Interleukin-18 - blood IP-10 protein Life Sciences Malaria Malaria, Cerebral - genetics Malaria, Cerebral - metabolism Medical research Medicine, Experimental Nervous system diseases Neurodegenerative diseases Oligonucleotide Array Sequence Analysis Plasma levels Reverse Transcriptase Polymerase Chain Reaction Ribonucleic acid RNA Software Transcriptome - genetics Transcriptomics Values γ-Interferon |
title | Understanding Human Cerebral Malaria through a Blood Transcriptomic Signature: Evidences for Erythrocyte Alteration, Immune/Inflammatory Dysregulation, and Brain Dysfunction |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T10%3A50%3A15IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Understanding%20Human%20Cerebral%20Malaria%20through%20a%20Blood%20Transcriptomic%20Signature:%20Evidences%20for%20Erythrocyte%20Alteration,%20Immune/Inflammatory%20Dysregulation,%20and%20Brain%20Dysfunction&rft.jtitle=Mediators%20of%20inflammation&rft.au=Marquet,%20Sandrine&rft.date=2020&rft.volume=2020&rft.issue=2020&rft.spage=1&rft.epage=15&rft.pages=1-15&rft.issn=0962-9351&rft.eissn=1466-1861&rft_id=info:doi/10.1155/2020/3280689&rft_dat=%3Cgale_doaj_%3EA637027249%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c638t-e8ee91fee033ed0ade4c2e214df40c6f24819a64b38c1c31eb93efbe59bf3ec43%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2420062177&rft_id=info:pmid/32801995&rft_galeid=A637027249&rfr_iscdi=true |