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Pathogen stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells
Pigs serve as a crucial source of protein in the human diet and play a fundamental role in ensuring food security. However, infectious diseases caused by bacteria or viruses are a major threat to effective global pig farming, jeopardizing human health. Peripheral blood mononuclear cells (PBMCs) are...
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Published in: | BMC genomics 2024-07, Vol.25 (1), p.719-18, Article 719 |
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description | Pigs serve as a crucial source of protein in the human diet and play a fundamental role in ensuring food security. However, infectious diseases caused by bacteria or viruses are a major threat to effective global pig farming, jeopardizing human health. Peripheral blood mononuclear cells (PBMCs) are a mixture of immune cells that play crucial roles in immunity and disease resistance in pigs. Previous studies on the gene expression regulation patterns of PBMCs have concentrated on a single immune stimulus or immune cell subpopulation, which has limited our comprehensive understanding of the mechanisms of the pig immune response.
Here, we integrated and re-analyzed RNA-seq data published online for porcine PBMC stimulated by lipopolysaccharide (LPS), polyinosinic acid (PolyI:C), and various unknown microorganisms (EM). The results revealed that gene expression and its functional characterization are highly specific to the pathogen, identifying 603, 254, and 882 pathogen-specific genes and 38 shared genes, respectively. Notably, LPS and PolyI:C stimulation directly triggered inflammatory and immune-response pathways, while exposure to mixed microbes (EM) enhanced metabolic processes. These pathogen-specific genes were enriched in immune trait-associated quantitative trait loci (QTL) and eGenes in porcine immune tissues and were implicated in specific cell types. Furthermore, we discussed the roles of eQTLs rs3473322705 and rs1109431654 in regulating pathogen- and cell-specific genes CD300A and CD93, using cellular experiments. Additionally, by integrating genome-wide association studies datasets from 33 complex traits and diseases in humans, we found that pathogen-specific genes were significantly enriched for immune traits and metabolic diseases.
We systematically analyzed the gene expression profiles of the three stimulations and demonstrated pathogen-specific and cell-specific gene regulation across different stimulations in porcine PBMCs. These findings enhance our understanding of shared and distinct regulatory mechanisms of genetic variants in pig immune traits. |
doi_str_mv | 10.1186/s12864-024-10603-9 |
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Here, we integrated and re-analyzed RNA-seq data published online for porcine PBMC stimulated by lipopolysaccharide (LPS), polyinosinic acid (PolyI:C), and various unknown microorganisms (EM). The results revealed that gene expression and its functional characterization are highly specific to the pathogen, identifying 603, 254, and 882 pathogen-specific genes and 38 shared genes, respectively. Notably, LPS and PolyI:C stimulation directly triggered inflammatory and immune-response pathways, while exposure to mixed microbes (EM) enhanced metabolic processes. These pathogen-specific genes were enriched in immune trait-associated quantitative trait loci (QTL) and eGenes in porcine immune tissues and were implicated in specific cell types. Furthermore, we discussed the roles of eQTLs rs3473322705 and rs1109431654 in regulating pathogen- and cell-specific genes CD300A and CD93, using cellular experiments. Additionally, by integrating genome-wide association studies datasets from 33 complex traits and diseases in humans, we found that pathogen-specific genes were significantly enriched for immune traits and metabolic diseases.
We systematically analyzed the gene expression profiles of the three stimulations and demonstrated pathogen-specific and cell-specific gene regulation across different stimulations in porcine PBMCs. These findings enhance our understanding of shared and distinct regulatory mechanisms of genetic variants in pig immune traits.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-024-10603-9</identifier><identifier>PMID: 39054472</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Animals ; B cells ; Bacteria ; Blood ; Cell-specific expression ; Chemokines ; Communicable diseases ; Context-dependent transcriptional response ; Cytokines ; Disease ; Disease resistance ; Diseases ; Expression quantitative trait locus ; Food security ; Food sources ; Food supply ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation ; Gene mapping ; Gene regulation ; Genes ; Genetic diversity ; Genetic variance ; Genome-wide association studies ; Genomics ; Hogs ; Immune response ; Immune system ; Infections ; Infectious diseases ; Leukocytes (mononuclear) ; Leukocytes, Mononuclear - immunology ; Leukocytes, Mononuclear - metabolism ; Lipopolysaccharides ; Lipopolysaccharides - pharmacology ; Medical examination ; Medical research ; Medicine, Experimental ; Metabolic disorders ; Microorganisms ; Pathogen stimulations ; Pathogens ; Peripheral blood mononuclear cells ; Poly I-C - pharmacology ; Polyinosinic:polycytidylic acid ; Pork industry ; Protein sources ; Quantitative genetics ; Quantitative Trait Loci ; Regulatory mechanisms (biology) ; RNA ; Security management ; Signal transduction ; Swine ; Transcriptome ; Viral infections</subject><ispartof>BMC genomics, 2024-07, Vol.25 (1), p.719-18, Article 719</ispartof><rights>2024. The Author(s).</rights><rights>COPYRIGHT 2024 BioMed Central Ltd.</rights><rights>2024. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2024 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c479t-22319bc448b7d99bcb43f20a1447043e3e01f5b4161ddb4e1017bfc680e0c5613</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11270792/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3091290559?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39054472$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yang, Jinyan</creatorcontrib><creatorcontrib>Chen, Siqian</creatorcontrib><creatorcontrib>Ma, Fuping</creatorcontrib><creatorcontrib>Ding, Ning</creatorcontrib><creatorcontrib>Mi, Siyuan</creatorcontrib><creatorcontrib>Zhao, Qingyao</creatorcontrib><creatorcontrib>Xing, Yue</creatorcontrib><creatorcontrib>Yang, Ting</creatorcontrib><creatorcontrib>Xing, Kai</creatorcontrib><creatorcontrib>Yu, Ying</creatorcontrib><creatorcontrib>Wang, Chuduan</creatorcontrib><title>Pathogen stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>Pigs serve as a crucial source of protein in the human diet and play a fundamental role in ensuring food security. However, infectious diseases caused by bacteria or viruses are a major threat to effective global pig farming, jeopardizing human health. Peripheral blood mononuclear cells (PBMCs) are a mixture of immune cells that play crucial roles in immunity and disease resistance in pigs. Previous studies on the gene expression regulation patterns of PBMCs have concentrated on a single immune stimulus or immune cell subpopulation, which has limited our comprehensive understanding of the mechanisms of the pig immune response.
Here, we integrated and re-analyzed RNA-seq data published online for porcine PBMC stimulated by lipopolysaccharide (LPS), polyinosinic acid (PolyI:C), and various unknown microorganisms (EM). The results revealed that gene expression and its functional characterization are highly specific to the pathogen, identifying 603, 254, and 882 pathogen-specific genes and 38 shared genes, respectively. Notably, LPS and PolyI:C stimulation directly triggered inflammatory and immune-response pathways, while exposure to mixed microbes (EM) enhanced metabolic processes. These pathogen-specific genes were enriched in immune trait-associated quantitative trait loci (QTL) and eGenes in porcine immune tissues and were implicated in specific cell types. Furthermore, we discussed the roles of eQTLs rs3473322705 and rs1109431654 in regulating pathogen- and cell-specific genes CD300A and CD93, using cellular experiments. Additionally, by integrating genome-wide association studies datasets from 33 complex traits and diseases in humans, we found that pathogen-specific genes were significantly enriched for immune traits and metabolic diseases.
We systematically analyzed the gene expression profiles of the three stimulations and demonstrated pathogen-specific and cell-specific gene regulation across different stimulations in porcine PBMCs. These findings enhance our understanding of shared and distinct regulatory mechanisms of genetic variants in pig immune traits.</description><subject>Analysis</subject><subject>Animals</subject><subject>B cells</subject><subject>Bacteria</subject><subject>Blood</subject><subject>Cell-specific expression</subject><subject>Chemokines</subject><subject>Communicable diseases</subject><subject>Context-dependent transcriptional response</subject><subject>Cytokines</subject><subject>Disease</subject><subject>Disease resistance</subject><subject>Diseases</subject><subject>Expression quantitative trait locus</subject><subject>Food security</subject><subject>Food sources</subject><subject>Food supply</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation</subject><subject>Gene mapping</subject><subject>Gene regulation</subject><subject>Genes</subject><subject>Genetic diversity</subject><subject>Genetic variance</subject><subject>Genome-wide association studies</subject><subject>Genomics</subject><subject>Hogs</subject><subject>Immune response</subject><subject>Immune system</subject><subject>Infections</subject><subject>Infectious diseases</subject><subject>Leukocytes (mononuclear)</subject><subject>Leukocytes, Mononuclear - immunology</subject><subject>Leukocytes, Mononuclear - metabolism</subject><subject>Lipopolysaccharides</subject><subject>Lipopolysaccharides - pharmacology</subject><subject>Medical examination</subject><subject>Medical research</subject><subject>Medicine, Experimental</subject><subject>Metabolic disorders</subject><subject>Microorganisms</subject><subject>Pathogen stimulations</subject><subject>Pathogens</subject><subject>Peripheral blood mononuclear cells</subject><subject>Poly I-C - pharmacology</subject><subject>Polyinosinic:polycytidylic acid</subject><subject>Pork industry</subject><subject>Protein sources</subject><subject>Quantitative genetics</subject><subject>Quantitative Trait Loci</subject><subject>Regulatory mechanisms (biology)</subject><subject>RNA</subject><subject>Security management</subject><subject>Signal transduction</subject><subject>Swine</subject><subject>Transcriptome</subject><subject>Viral 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stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells</title><author>Yang, Jinyan ; Chen, Siqian ; Ma, Fuping ; Ding, Ning ; Mi, Siyuan ; Zhao, Qingyao ; Xing, Yue ; Yang, Ting ; Xing, Kai ; Yu, Ying ; Wang, Chuduan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c479t-22319bc448b7d99bcb43f20a1447043e3e01f5b4161ddb4e1017bfc680e0c5613</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analysis</topic><topic>Animals</topic><topic>B cells</topic><topic>Bacteria</topic><topic>Blood</topic><topic>Cell-specific expression</topic><topic>Chemokines</topic><topic>Communicable diseases</topic><topic>Context-dependent transcriptional response</topic><topic>Cytokines</topic><topic>Disease</topic><topic>Disease resistance</topic><topic>Diseases</topic><topic>Expression quantitative trait 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stimulations</topic><topic>Pathogens</topic><topic>Peripheral blood mononuclear cells</topic><topic>Poly I-C - pharmacology</topic><topic>Polyinosinic:polycytidylic acid</topic><topic>Pork industry</topic><topic>Protein sources</topic><topic>Quantitative genetics</topic><topic>Quantitative Trait Loci</topic><topic>Regulatory mechanisms (biology)</topic><topic>RNA</topic><topic>Security management</topic><topic>Signal transduction</topic><topic>Swine</topic><topic>Transcriptome</topic><topic>Viral infections</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Jinyan</creatorcontrib><creatorcontrib>Chen, Siqian</creatorcontrib><creatorcontrib>Ma, Fuping</creatorcontrib><creatorcontrib>Ding, Ning</creatorcontrib><creatorcontrib>Mi, Siyuan</creatorcontrib><creatorcontrib>Zhao, Qingyao</creatorcontrib><creatorcontrib>Xing, Yue</creatorcontrib><creatorcontrib>Yang, Ting</creatorcontrib><creatorcontrib>Xing, 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Journals</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Jinyan</au><au>Chen, Siqian</au><au>Ma, Fuping</au><au>Ding, Ning</au><au>Mi, Siyuan</au><au>Zhao, Qingyao</au><au>Xing, Yue</au><au>Yang, Ting</au><au>Xing, Kai</au><au>Yu, Ying</au><au>Wang, Chuduan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pathogen stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2024-07-25</date><risdate>2024</risdate><volume>25</volume><issue>1</issue><spage>719</spage><epage>18</epage><pages>719-18</pages><artnum>719</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>Pigs serve as a crucial source of protein in the human diet and play a fundamental role in ensuring food security. However, infectious diseases caused by bacteria or viruses are a major threat to effective global pig farming, jeopardizing human health. Peripheral blood mononuclear cells (PBMCs) are a mixture of immune cells that play crucial roles in immunity and disease resistance in pigs. Previous studies on the gene expression regulation patterns of PBMCs have concentrated on a single immune stimulus or immune cell subpopulation, which has limited our comprehensive understanding of the mechanisms of the pig immune response.
Here, we integrated and re-analyzed RNA-seq data published online for porcine PBMC stimulated by lipopolysaccharide (LPS), polyinosinic acid (PolyI:C), and various unknown microorganisms (EM). The results revealed that gene expression and its functional characterization are highly specific to the pathogen, identifying 603, 254, and 882 pathogen-specific genes and 38 shared genes, respectively. Notably, LPS and PolyI:C stimulation directly triggered inflammatory and immune-response pathways, while exposure to mixed microbes (EM) enhanced metabolic processes. These pathogen-specific genes were enriched in immune trait-associated quantitative trait loci (QTL) and eGenes in porcine immune tissues and were implicated in specific cell types. Furthermore, we discussed the roles of eQTLs rs3473322705 and rs1109431654 in regulating pathogen- and cell-specific genes CD300A and CD93, using cellular experiments. Additionally, by integrating genome-wide association studies datasets from 33 complex traits and diseases in humans, we found that pathogen-specific genes were significantly enriched for immune traits and metabolic diseases.
We systematically analyzed the gene expression profiles of the three stimulations and demonstrated pathogen-specific and cell-specific gene regulation across different stimulations in porcine PBMCs. These findings enhance our understanding of shared and distinct regulatory mechanisms of genetic variants in pig immune traits.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>39054472</pmid><doi>10.1186/s12864-024-10603-9</doi><tpages>18</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Animals B cells Bacteria Blood Cell-specific expression Chemokines Communicable diseases Context-dependent transcriptional response Cytokines Disease Disease resistance Diseases Expression quantitative trait locus Food security Food sources Food supply Gene expression Gene Expression Profiling Gene Expression Regulation Gene mapping Gene regulation Genes Genetic diversity Genetic variance Genome-wide association studies Genomics Hogs Immune response Immune system Infections Infectious diseases Leukocytes (mononuclear) Leukocytes, Mononuclear - immunology Leukocytes, Mononuclear - metabolism Lipopolysaccharides Lipopolysaccharides - pharmacology Medical examination Medical research Medicine, Experimental Metabolic disorders Microorganisms Pathogen stimulations Pathogens Peripheral blood mononuclear cells Poly I-C - pharmacology Polyinosinic:polycytidylic acid Pork industry Protein sources Quantitative genetics Quantitative Trait Loci Regulatory mechanisms (biology) RNA Security management Signal transduction Swine Transcriptome Viral infections |
title | Pathogen stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells |
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