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Modeling the circadian regulation of the immune system: Sexually dimorphic effects of shift work
The circadian clock exerts significance influence on the immune system and disruption of circadian rhythms has been linked to inflammatory pathologies. Shift workers often experience circadian misalignment as their irregular work schedules disrupt the natural light-dark cycle, which in turn can caus...
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Published in: | PLoS computational biology 2021-03, Vol.17 (3), p.e1008514-e1008514 |
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description | The circadian clock exerts significance influence on the immune system and disruption of circadian rhythms has been linked to inflammatory pathologies. Shift workers often experience circadian misalignment as their irregular work schedules disrupt the natural light-dark cycle, which in turn can cause serious health problems associated with alterations in genetic expressions of clock genes. In particular, shift work is associated with impairment in immune function, and those alterations are sex-specific. The goal of this study is to better understand the mechanisms that explain the weakened immune system in shift workers. To achieve that goal, we have constructed a mathematical model of the mammalian pulmonary circadian clock coupled to an acute inflammation model in the male and female rats. Shift work was simulated by an 8h-phase advance of the circadian system with sex-specific modulation of clock genes. The model reproduces the clock gene expression in the lung and the immune response to various doses of lipopolysaccharide (LPS). Under normal conditions, our model predicts that a host is more sensitive to LPS at circadian time (CT) CT12 versus CT0 due to a dynamic change of Interleukin 10 (IL-10), an anti-inflammatory cytokine. We identify REV-ERB as a key modulator of IL-10 activity throughout the circadian day. The model also predicts a reversal of the times of lowest and highest sensitivity to LPS, with males and females exhibiting an exaggerated response to LPS at CT0, which is countered by a blunted immune response at CT12. Overall, females produce fewer pro-inflammatory cytokines than males, but the extent of sequelae experienced by males and females varies across the circadian day. This model can serve as an essential component in an integrative model that will yield mechanistic understanding of how shift work-mediated circadian disruptions affect the inflammatory and other physiological responses. |
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Shift workers often experience circadian misalignment as their irregular work schedules disrupt the natural light-dark cycle, which in turn can cause serious health problems associated with alterations in genetic expressions of clock genes. In particular, shift work is associated with impairment in immune function, and those alterations are sex-specific. The goal of this study is to better understand the mechanisms that explain the weakened immune system in shift workers. To achieve that goal, we have constructed a mathematical model of the mammalian pulmonary circadian clock coupled to an acute inflammation model in the male and female rats. Shift work was simulated by an 8h-phase advance of the circadian system with sex-specific modulation of clock genes. The model reproduces the clock gene expression in the lung and the immune response to various doses of lipopolysaccharide (LPS). Under normal conditions, our model predicts that a host is more sensitive to LPS at circadian time (CT) CT12 versus CT0 due to a dynamic change of Interleukin 10 (IL-10), an anti-inflammatory cytokine. We identify REV-ERB as a key modulator of IL-10 activity throughout the circadian day. The model also predicts a reversal of the times of lowest and highest sensitivity to LPS, with males and females exhibiting an exaggerated response to LPS at CT0, which is countered by a blunted immune response at CT12. Overall, females produce fewer pro-inflammatory cytokines than males, but the extent of sequelae experienced by males and females varies across the circadian day. This model can serve as an essential component in an integrative model that will yield mechanistic understanding of how shift work-mediated circadian disruptions affect the inflammatory and other physiological responses.</description><identifier>ISSN: 1553-7358</identifier><identifier>ISSN: 1553-734X</identifier><identifier>EISSN: 1553-7358</identifier><identifier>DOI: 10.1371/JOURNAL.PCBI.1008514</identifier><identifier>PMID: 33788832</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Accessibility ; Animal behavior ; Animals ; Anti-inflammatory agents ; Binding sites ; Biological clocks ; Biological control systems ; Biology and Life Sciences ; BMAL1 protein ; Circadian Clocks - genetics ; Circadian Rhythm ; Circadian rhythms ; Cortisol ; Coupling ; Cytokines ; Cytokines - metabolism ; Demographic aspects ; Downstream effects ; Endotoxins ; Female ; Gene expression ; Hormones ; Immune response ; Immune system ; Immune System - physiology ; Inactivation ; Inflammation ; Interleukin 10 ; Interleukin 6 ; Jet lag ; Leukocytes (neutrophilic) ; Lung - physiopathology ; Male ; Mammals ; Mathematical models ; Medicine and Health Sciences ; Mice ; Mice, Knockout ; Model testing ; Monocytes ; Phagocytes ; Physiological aspects ; Proteins ; Rats ; Sex Characteristics ; Sexual dimorphism ; Shift work ; Transforming growth factor-b1 ; Tumor necrosis factor-α</subject><ispartof>PLoS computational biology, 2021-03, Vol.17 (3), p.e1008514-e1008514</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>2021 Abo, Layton. 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. 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Shift workers often experience circadian misalignment as their irregular work schedules disrupt the natural light-dark cycle, which in turn can cause serious health problems associated with alterations in genetic expressions of clock genes. In particular, shift work is associated with impairment in immune function, and those alterations are sex-specific. The goal of this study is to better understand the mechanisms that explain the weakened immune system in shift workers. To achieve that goal, we have constructed a mathematical model of the mammalian pulmonary circadian clock coupled to an acute inflammation model in the male and female rats. Shift work was simulated by an 8h-phase advance of the circadian system with sex-specific modulation of clock genes. The model reproduces the clock gene expression in the lung and the immune response to various doses of lipopolysaccharide (LPS). Under normal conditions, our model predicts that a host is more sensitive to LPS at circadian time (CT) CT12 versus CT0 due to a dynamic change of Interleukin 10 (IL-10), an anti-inflammatory cytokine. We identify REV-ERB as a key modulator of IL-10 activity throughout the circadian day. The model also predicts a reversal of the times of lowest and highest sensitivity to LPS, with males and females exhibiting an exaggerated response to LPS at CT0, which is countered by a blunted immune response at CT12. Overall, females produce fewer pro-inflammatory cytokines than males, but the extent of sequelae experienced by males and females varies across the circadian day. 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PLoS computational biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Abo, Stéphanie M C</au><au>Layton, Anita T</au><au>Csikász-Nagy, Attila</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling the circadian regulation of the immune system: Sexually dimorphic effects of shift work</atitle><jtitle>PLoS computational biology</jtitle><addtitle>PLoS Comput Biol</addtitle><date>2021-03-31</date><risdate>2021</risdate><volume>17</volume><issue>3</issue><spage>e1008514</spage><epage>e1008514</epage><pages>e1008514-e1008514</pages><issn>1553-7358</issn><issn>1553-734X</issn><eissn>1553-7358</eissn><abstract>The circadian clock exerts significance influence on the immune system and disruption of circadian rhythms has been linked to inflammatory pathologies. Shift workers often experience circadian misalignment as their irregular work schedules disrupt the natural light-dark cycle, which in turn can cause serious health problems associated with alterations in genetic expressions of clock genes. In particular, shift work is associated with impairment in immune function, and those alterations are sex-specific. The goal of this study is to better understand the mechanisms that explain the weakened immune system in shift workers. To achieve that goal, we have constructed a mathematical model of the mammalian pulmonary circadian clock coupled to an acute inflammation model in the male and female rats. Shift work was simulated by an 8h-phase advance of the circadian system with sex-specific modulation of clock genes. The model reproduces the clock gene expression in the lung and the immune response to various doses of lipopolysaccharide (LPS). Under normal conditions, our model predicts that a host is more sensitive to LPS at circadian time (CT) CT12 versus CT0 due to a dynamic change of Interleukin 10 (IL-10), an anti-inflammatory cytokine. We identify REV-ERB as a key modulator of IL-10 activity throughout the circadian day. The model also predicts a reversal of the times of lowest and highest sensitivity to LPS, with males and females exhibiting an exaggerated response to LPS at CT0, which is countered by a blunted immune response at CT12. Overall, females produce fewer pro-inflammatory cytokines than males, but the extent of sequelae experienced by males and females varies across the circadian day. This model can serve as an essential component in an integrative model that will yield mechanistic understanding of how shift work-mediated circadian disruptions affect the inflammatory and other physiological responses.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>33788832</pmid><doi>10.1371/JOURNAL.PCBI.1008514</doi><orcidid>https://orcid.org/0000-0002-1753-4063</orcidid><orcidid>https://orcid.org/0000-0002-8176-9609</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accessibility Animal behavior Animals Anti-inflammatory agents Binding sites Biological clocks Biological control systems Biology and Life Sciences BMAL1 protein Circadian Clocks - genetics Circadian Rhythm Circadian rhythms Cortisol Coupling Cytokines Cytokines - metabolism Demographic aspects Downstream effects Endotoxins Female Gene expression Hormones Immune response Immune system Immune System - physiology Inactivation Inflammation Interleukin 10 Interleukin 6 Jet lag Leukocytes (neutrophilic) Lung - physiopathology Male Mammals Mathematical models Medicine and Health Sciences Mice Mice, Knockout Model testing Monocytes Phagocytes Physiological aspects Proteins Rats Sex Characteristics Sexual dimorphism Shift work Transforming growth factor-b1 Tumor necrosis factor-α |
title | Modeling the circadian regulation of the immune system: Sexually dimorphic effects of shift work |
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