Dissecting disease tolerance in Plasmodium vivax malaria using the systemic degree of inflammatory perturbation
Homeostatic perturbation caused by infection fosters two major defense strategies, resistance and tolerance, which promote the host's survival. Resistance relates to the ability of the host to restrict the pathogen load. Tolerance minimizes collateral tissue damage without directly affecting pa...
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creator | Vinhaes, Caian L Carmo, Thomas A Queiroz, Artur T L Fukutani, Kiyoshi F Araújo-Pereira, Mariana Arriaga, María B Lacerda, Marcus V G Barral-Netto, Manoel Andrade, Bruno B |
description | Homeostatic perturbation caused by infection fosters two major defense strategies, resistance and tolerance, which promote the host's survival. Resistance relates to the ability of the host to restrict the pathogen load. Tolerance minimizes collateral tissue damage without directly affecting pathogen fitness. These concepts have been explored mechanistically in murine models of malaria but only superficially in human disease. Indeed, individuals infected with Plasmodium vivax may present with asymptomatic malaria, only mild symptoms, or be severely ill. We and others have reported a diverse repertoire of immunopathological events that potentially underly susceptibility to disease severity in vivax malaria. Nevertheless, the combined epidemiologic, clinical, parasitological, and immunologic features associated with defining the disease outcomes are still not fully understood. In the present study, we perform an extensive outlining of cytokines and inflammatory proteins in plasma samples from a cohort of individuals from the Brazilian Amazon infected with P. vivax and presenting with asymptomatic (n = 108) or symptomatic (n = 134) disease (106 with mild presentation and 28 with severe malaria), as well as from uninfected endemic controls (n = 128) to elucidate these gaps further. We employ highly multidimensional Systems Immunology analyses using the molecular degree of perturbation to reveal nuances of a unique profile of systemic inflammation and imbalanced immune activation directly linked to disease severity as well as with other clinical and epidemiologic characteristics. Additionally, our findings reveal that the main factor associated with severe cases of P. vivax infection was the number of symptoms, despite of a lower global inflammatory perturbation and parasitemia. In these participants, the number of symptoms directly correlated with perturbation of markers of inflammation and tissue damage. On the other hand, the main factor associated with non-severe infections was the parasitemia values, that correlated only with perturbation of inflammatory markers, such as IL-4 and IL-1β, with a relatively lower number of symptoms. These observations suggest that some persons present severe vivax regardless of pathogen burden and global inflammatory perturbation. Such patients are thus little tolerant to P. vivax infection and show higher susceptibility to disrupt homeostasis and consequently exhibit more clinical manifestations. Other persons are capable to |
doi_str_mv | 10.1371/journal.pntd.0009886 |
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Resistance relates to the ability of the host to restrict the pathogen load. Tolerance minimizes collateral tissue damage without directly affecting pathogen fitness. These concepts have been explored mechanistically in murine models of malaria but only superficially in human disease. Indeed, individuals infected with Plasmodium vivax may present with asymptomatic malaria, only mild symptoms, or be severely ill. We and others have reported a diverse repertoire of immunopathological events that potentially underly susceptibility to disease severity in vivax malaria. Nevertheless, the combined epidemiologic, clinical, parasitological, and immunologic features associated with defining the disease outcomes are still not fully understood. In the present study, we perform an extensive outlining of cytokines and inflammatory proteins in plasma samples from a cohort of individuals from the Brazilian Amazon infected with P. vivax and presenting with asymptomatic (n = 108) or symptomatic (n = 134) disease (106 with mild presentation and 28 with severe malaria), as well as from uninfected endemic controls (n = 128) to elucidate these gaps further. We employ highly multidimensional Systems Immunology analyses using the molecular degree of perturbation to reveal nuances of a unique profile of systemic inflammation and imbalanced immune activation directly linked to disease severity as well as with other clinical and epidemiologic characteristics. Additionally, our findings reveal that the main factor associated with severe cases of P. vivax infection was the number of symptoms, despite of a lower global inflammatory perturbation and parasitemia. In these participants, the number of symptoms directly correlated with perturbation of markers of inflammation and tissue damage. On the other hand, the main factor associated with non-severe infections was the parasitemia values, that correlated only with perturbation of inflammatory markers, such as IL-4 and IL-1β, with a relatively lower number of symptoms. These observations suggest that some persons present severe vivax regardless of pathogen burden and global inflammatory perturbation. Such patients are thus little tolerant to P. vivax infection and show higher susceptibility to disrupt homeostasis and consequently exhibit more clinical manifestations. Other persons are capable to tolerate higher parasitemia with lower inflammatory perturbation and fewer symptoms, developing non-severe malaria. The analytical approach presented here has capability to define in more details the determinants of disease tolerance in vivax malaria.</description><identifier>ISSN: 1935-2735</identifier><identifier>ISSN: 1935-2727</identifier><identifier>EISSN: 1935-2735</identifier><identifier>DOI: 10.1371/journal.pntd.0009886</identifier><identifier>PMID: 34727121</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adaptation ; Adult ; Animal models ; Asymptomatic ; Biological markers ; Biology and Life Sciences ; Biomarkers ; Brazil ; Chemokines ; Cohorts ; Creatinine ; Cytokines ; Damage ; Damage tolerance ; Diagnosis ; Diagnostic tests ; Disease susceptibility ; Disease tolerance ; Epidemiology ; Evaluation ; Female ; Health aspects ; Homeostasis ; Human diseases ; Humans ; Identification and classification ; IL-1β ; Immune response ; Immunological tolerance ; Immunology ; Infections ; Inflammation ; Interleukin 4 ; Interleukin-1beta - genetics ; Interleukin-1beta - immunology ; Interleukin-4 - genetics ; Interleukin-4 - immunology ; Laboratories ; Ligands ; Malaria ; Malaria, Vivax - genetics ; Malaria, Vivax - immunology ; Malaria, Vivax - parasitology ; Male ; Markers ; Medicine and Health Sciences ; Microscopy ; Middle Aged ; Parasitemia ; Parasites ; Parasitic diseases ; Pathogens ; Perturbation ; Physiological aspects ; Plasma ; Plasmodium vivax ; Plasmodium vivax - genetics ; Plasmodium vivax - physiology ; Polymerase chain reaction ; Retrospective Studies ; Severity of Illness Index ; Signs and symptoms ; Survival ; Symptoms ; Tissue ; Tissues ; Tolerance ; Tropical diseases ; Tumor necrosis factor-TNF ; Vector-borne diseases ; Young Adult</subject><ispartof>PLoS neglected tropical diseases, 2021-11, Vol.15 (11), p.e0009886-e0009886</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>2021 Vinhaes et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2021 Vinhaes et al 2021 Vinhaes et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c585t-6eaf81b004187c1ea94027edb99065670f49a2cc34390a8ba6a585c5ea1acc6c3</citedby><cites>FETCH-LOGICAL-c585t-6eaf81b004187c1ea94027edb99065670f49a2cc34390a8ba6a585c5ea1acc6c3</cites><orcidid>0000-0001-6883-8422 ; 0000-0002-1141-1580 ; 0000-0001-6833-3811 ; 0000-0003-3374-9985 ; 0000-0002-5823-7903 ; 0000-0001-8458-9315 ; 0000-0003-2223-0918 ; 0000-0003-3370-7128</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589215/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8589215/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79569,79570</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34727121$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vinhaes, Caian L</creatorcontrib><creatorcontrib>Carmo, Thomas A</creatorcontrib><creatorcontrib>Queiroz, Artur T L</creatorcontrib><creatorcontrib>Fukutani, Kiyoshi F</creatorcontrib><creatorcontrib>Araújo-Pereira, Mariana</creatorcontrib><creatorcontrib>Arriaga, María B</creatorcontrib><creatorcontrib>Lacerda, Marcus V G</creatorcontrib><creatorcontrib>Barral-Netto, Manoel</creatorcontrib><creatorcontrib>Andrade, Bruno B</creatorcontrib><title>Dissecting disease tolerance in Plasmodium vivax malaria using the systemic degree of inflammatory perturbation</title><title>PLoS neglected tropical diseases</title><addtitle>PLoS Negl Trop Dis</addtitle><description>Homeostatic perturbation caused by infection fosters two major defense strategies, resistance and tolerance, which promote the host's survival. Resistance relates to the ability of the host to restrict the pathogen load. Tolerance minimizes collateral tissue damage without directly affecting pathogen fitness. These concepts have been explored mechanistically in murine models of malaria but only superficially in human disease. Indeed, individuals infected with Plasmodium vivax may present with asymptomatic malaria, only mild symptoms, or be severely ill. We and others have reported a diverse repertoire of immunopathological events that potentially underly susceptibility to disease severity in vivax malaria. Nevertheless, the combined epidemiologic, clinical, parasitological, and immunologic features associated with defining the disease outcomes are still not fully understood. In the present study, we perform an extensive outlining of cytokines and inflammatory proteins in plasma samples from a cohort of individuals from the Brazilian Amazon infected with P. vivax and presenting with asymptomatic (n = 108) or symptomatic (n = 134) disease (106 with mild presentation and 28 with severe malaria), as well as from uninfected endemic controls (n = 128) to elucidate these gaps further. We employ highly multidimensional Systems Immunology analyses using the molecular degree of perturbation to reveal nuances of a unique profile of systemic inflammation and imbalanced immune activation directly linked to disease severity as well as with other clinical and epidemiologic characteristics. Additionally, our findings reveal that the main factor associated with severe cases of P. vivax infection was the number of symptoms, despite of a lower global inflammatory perturbation and parasitemia. In these participants, the number of symptoms directly correlated with perturbation of markers of inflammation and tissue damage. On the other hand, the main factor associated with non-severe infections was the parasitemia values, that correlated only with perturbation of inflammatory markers, such as IL-4 and IL-1β, with a relatively lower number of symptoms. These observations suggest that some persons present severe vivax regardless of pathogen burden and global inflammatory perturbation. Such patients are thus little tolerant to P. vivax infection and show higher susceptibility to disrupt homeostasis and consequently exhibit more clinical manifestations. Other persons are capable to tolerate higher parasitemia with lower inflammatory perturbation and fewer symptoms, developing non-severe malaria. The analytical approach presented here has capability to define in more details the determinants of disease tolerance in vivax malaria.</description><subject>Adaptation</subject><subject>Adult</subject><subject>Animal models</subject><subject>Asymptomatic</subject><subject>Biological markers</subject><subject>Biology and Life Sciences</subject><subject>Biomarkers</subject><subject>Brazil</subject><subject>Chemokines</subject><subject>Cohorts</subject><subject>Creatinine</subject><subject>Cytokines</subject><subject>Damage</subject><subject>Damage tolerance</subject><subject>Diagnosis</subject><subject>Diagnostic tests</subject><subject>Disease susceptibility</subject><subject>Disease tolerance</subject><subject>Epidemiology</subject><subject>Evaluation</subject><subject>Female</subject><subject>Health aspects</subject><subject>Homeostasis</subject><subject>Human diseases</subject><subject>Humans</subject><subject>Identification and classification</subject><subject>IL-1β</subject><subject>Immune response</subject><subject>Immunological tolerance</subject><subject>Immunology</subject><subject>Infections</subject><subject>Inflammation</subject><subject>Interleukin 4</subject><subject>Interleukin-1beta - genetics</subject><subject>Interleukin-1beta - immunology</subject><subject>Interleukin-4 - genetics</subject><subject>Interleukin-4 - immunology</subject><subject>Laboratories</subject><subject>Ligands</subject><subject>Malaria</subject><subject>Malaria, Vivax - genetics</subject><subject>Malaria, Vivax - immunology</subject><subject>Malaria, Vivax - parasitology</subject><subject>Male</subject><subject>Markers</subject><subject>Medicine and Health Sciences</subject><subject>Microscopy</subject><subject>Middle Aged</subject><subject>Parasitemia</subject><subject>Parasites</subject><subject>Parasitic diseases</subject><subject>Pathogens</subject><subject>Perturbation</subject><subject>Physiological aspects</subject><subject>Plasma</subject><subject>Plasmodium vivax</subject><subject>Plasmodium vivax - genetics</subject><subject>Plasmodium vivax - physiology</subject><subject>Polymerase chain reaction</subject><subject>Retrospective Studies</subject><subject>Severity of Illness Index</subject><subject>Signs and symptoms</subject><subject>Survival</subject><subject>Symptoms</subject><subject>Tissue</subject><subject>Tissues</subject><subject>Tolerance</subject><subject>Tropical diseases</subject><subject>Tumor necrosis factor-TNF</subject><subject>Vector-borne diseases</subject><subject>Young 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disease tolerance in Plasmodium vivax malaria using the systemic degree of inflammatory perturbation</title><author>Vinhaes, Caian L ; Carmo, Thomas A ; Queiroz, Artur T L ; Fukutani, Kiyoshi F ; Araújo-Pereira, Mariana ; Arriaga, María B ; Lacerda, Marcus V G ; Barral-Netto, Manoel ; Andrade, Bruno B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c585t-6eaf81b004187c1ea94027edb99065670f49a2cc34390a8ba6a585c5ea1acc6c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adaptation</topic><topic>Adult</topic><topic>Animal models</topic><topic>Asymptomatic</topic><topic>Biological markers</topic><topic>Biology and Life Sciences</topic><topic>Biomarkers</topic><topic>Brazil</topic><topic>Chemokines</topic><topic>Cohorts</topic><topic>Creatinine</topic><topic>Cytokines</topic><topic>Damage</topic><topic>Damage tolerance</topic><topic>Diagnosis</topic><topic>Diagnostic 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B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dissecting disease tolerance in Plasmodium vivax malaria using the systemic degree of inflammatory perturbation</atitle><jtitle>PLoS neglected tropical diseases</jtitle><addtitle>PLoS Negl Trop Dis</addtitle><date>2021-11-01</date><risdate>2021</risdate><volume>15</volume><issue>11</issue><spage>e0009886</spage><epage>e0009886</epage><pages>e0009886-e0009886</pages><issn>1935-2735</issn><issn>1935-2727</issn><eissn>1935-2735</eissn><abstract>Homeostatic perturbation caused by infection fosters two major defense strategies, resistance and tolerance, which promote the host's survival. Resistance relates to the ability of the host to restrict the pathogen load. Tolerance minimizes collateral tissue damage without directly affecting pathogen fitness. These concepts have been explored mechanistically in murine models of malaria but only superficially in human disease. Indeed, individuals infected with Plasmodium vivax may present with asymptomatic malaria, only mild symptoms, or be severely ill. We and others have reported a diverse repertoire of immunopathological events that potentially underly susceptibility to disease severity in vivax malaria. Nevertheless, the combined epidemiologic, clinical, parasitological, and immunologic features associated with defining the disease outcomes are still not fully understood. In the present study, we perform an extensive outlining of cytokines and inflammatory proteins in plasma samples from a cohort of individuals from the Brazilian Amazon infected with P. vivax and presenting with asymptomatic (n = 108) or symptomatic (n = 134) disease (106 with mild presentation and 28 with severe malaria), as well as from uninfected endemic controls (n = 128) to elucidate these gaps further. We employ highly multidimensional Systems Immunology analyses using the molecular degree of perturbation to reveal nuances of a unique profile of systemic inflammation and imbalanced immune activation directly linked to disease severity as well as with other clinical and epidemiologic characteristics. Additionally, our findings reveal that the main factor associated with severe cases of P. vivax infection was the number of symptoms, despite of a lower global inflammatory perturbation and parasitemia. In these participants, the number of symptoms directly correlated with perturbation of markers of inflammation and tissue damage. On the other hand, the main factor associated with non-severe infections was the parasitemia values, that correlated only with perturbation of inflammatory markers, such as IL-4 and IL-1β, with a relatively lower number of symptoms. These observations suggest that some persons present severe vivax regardless of pathogen burden and global inflammatory perturbation. Such patients are thus little tolerant to P. vivax infection and show higher susceptibility to disrupt homeostasis and consequently exhibit more clinical manifestations. Other persons are capable to tolerate higher parasitemia with lower inflammatory perturbation and fewer symptoms, developing non-severe malaria. The analytical approach presented here has capability to define in more details the determinants of disease tolerance in vivax malaria.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>34727121</pmid><doi>10.1371/journal.pntd.0009886</doi><orcidid>https://orcid.org/0000-0001-6883-8422</orcidid><orcidid>https://orcid.org/0000-0002-1141-1580</orcidid><orcidid>https://orcid.org/0000-0001-6833-3811</orcidid><orcidid>https://orcid.org/0000-0003-3374-9985</orcidid><orcidid>https://orcid.org/0000-0002-5823-7903</orcidid><orcidid>https://orcid.org/0000-0001-8458-9315</orcidid><orcidid>https://orcid.org/0000-0003-2223-0918</orcidid><orcidid>https://orcid.org/0000-0003-3370-7128</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1935-2735 |
ispartof | PLoS neglected tropical diseases, 2021-11, Vol.15 (11), p.e0009886-e0009886 |
issn | 1935-2735 1935-2727 1935-2735 |
language | eng |
recordid | cdi_plos_journals_2610942574 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; PubMed Central Open Access; Public Library of Science (PLoS) |
subjects | Adaptation Adult Animal models Asymptomatic Biological markers Biology and Life Sciences Biomarkers Brazil Chemokines Cohorts Creatinine Cytokines Damage Damage tolerance Diagnosis Diagnostic tests Disease susceptibility Disease tolerance Epidemiology Evaluation Female Health aspects Homeostasis Human diseases Humans Identification and classification IL-1β Immune response Immunological tolerance Immunology Infections Inflammation Interleukin 4 Interleukin-1beta - genetics Interleukin-1beta - immunology Interleukin-4 - genetics Interleukin-4 - immunology Laboratories Ligands Malaria Malaria, Vivax - genetics Malaria, Vivax - immunology Malaria, Vivax - parasitology Male Markers Medicine and Health Sciences Microscopy Middle Aged Parasitemia Parasites Parasitic diseases Pathogens Perturbation Physiological aspects Plasma Plasmodium vivax Plasmodium vivax - genetics Plasmodium vivax - physiology Polymerase chain reaction Retrospective Studies Severity of Illness Index Signs and symptoms Survival Symptoms Tissue Tissues Tolerance Tropical diseases Tumor necrosis factor-TNF Vector-borne diseases Young Adult |
title | Dissecting disease tolerance in Plasmodium vivax malaria using the systemic degree of inflammatory perturbation |
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