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Functional transcriptome analysis revealed major changes in pathways affecting systems biology of Tharparkar cattle under seasonal heat stress
Heat stress significantly disturbs the production, reproduction, and systems biology of dairy cattle. A complex interaction among biological systems helps to combat and overcome heat stress. Indicine cattle breed Tharparkar has been well known for its thermal adaptability. Therefore, present investi...
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Published in: | 3 Biotech 2024-07, Vol.14 (7), p.177-177, Article 177 |
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description | Heat stress significantly disturbs the production, reproduction, and systems biology of dairy cattle. A complex interaction among biological systems helps to combat and overcome heat stress. Indicine cattle breed Tharparkar has been well known for its thermal adaptability. Therefore, present investigation considered RNA-seq technology to explore the functional transcriptomics of Tharparkar cattle with the help of samples collected in spring and summer season. Among differentially expressed genes, about 3280 genes were highly dysregulated, in which 1207 gene were upregulated and 2073 genes were downregulated (|log2fold change|≥ 1 and
p
≤ 0.05). Upregulated genes were related to insulin activation, interferons, and potassium ion transport. In contrast, downregulated genes were related to RNA processing, translation, and ubiquitination. Functional annotation revealed that the pathways associated with nervous system (
NPFFR1
,
ROBO3
) and metal ion transport (
KCNG2
,
ATP1A2
) were highly activated while mRNA processing and translation (
EIF4A
,
EIF4B
) and protein processing pathway (
VPS4B
,
PEX13
) were highly downregulated. Protein–protein interactions identified hub genes such as
ATP13A3
,
IFNGR2
,
UBXN7
,
EIF4A2
,
SLC12A8
found to play an important role in immune, ubiquitination, translation and transport function. Co-expression network includes
LYZ
,
PNRC1
,
SQSTM1
,
EIF4AB
and
DDX17
genes which are involved in lysosomal activity, tumor inhibition, ubiquitination, and translation initiation. Chemokine signaling pathway associated with immune response was highly upregulated in cluster analysis. The findings of this study provide insights into transcriptome expression and regulation which may better explain complex thermal resilience mechanism of Tharparkar cattle in heat stress under natural conditions. |
doi_str_mv | 10.1007/s13205-024-04018-2 |
format | article |
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p
≤ 0.05). Upregulated genes were related to insulin activation, interferons, and potassium ion transport. In contrast, downregulated genes were related to RNA processing, translation, and ubiquitination. Functional annotation revealed that the pathways associated with nervous system (
NPFFR1
,
ROBO3
) and metal ion transport (
KCNG2
,
ATP1A2
) were highly activated while mRNA processing and translation (
EIF4A
,
EIF4B
) and protein processing pathway (
VPS4B
,
PEX13
) were highly downregulated. Protein–protein interactions identified hub genes such as
ATP13A3
,
IFNGR2
,
UBXN7
,
EIF4A2
,
SLC12A8
found to play an important role in immune, ubiquitination, translation and transport function. Co-expression network includes
LYZ
,
PNRC1
,
SQSTM1
,
EIF4AB
and
DDX17
genes which are involved in lysosomal activity, tumor inhibition, ubiquitination, and translation initiation. Chemokine signaling pathway associated with immune response was highly upregulated in cluster analysis. The findings of this study provide insights into transcriptome expression and regulation which may better explain complex thermal resilience mechanism of Tharparkar cattle in heat stress under natural conditions.</description><identifier>ISSN: 2190-572X</identifier><identifier>ISSN: 2190-5738</identifier><identifier>EISSN: 2190-5738</identifier><identifier>DOI: 10.1007/s13205-024-04018-2</identifier><identifier>PMID: 38855148</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Adaptability ; Agriculture ; Annotations ; Bioinformatics ; Biology ; Biomaterials ; Biotechnology ; Cancer Research ; Cattle ; Chemistry ; Chemistry and Materials Science ; Chemokines ; Cluster analysis ; dairy cattle ; Down-regulation ; gene expression regulation ; Genes ; Heat stress ; Immune response ; Immune system ; insulin ; Ion transport ; Metal ions ; mRNA processing ; neoplasms ; Nervous system ; Original Article ; potassium ; Protein interaction ; Proteins ; reproduction ; Ribonucleic acid ; RNA ; RNA processing ; sequence analysis ; Signal transduction ; spring ; Stem Cells ; summer ; Temperature effects ; transcriptome ; Transcriptomes ; Transcriptomics ; Translation initiation ; Ubiquitination ; zebu breeds</subject><ispartof>3 Biotech, 2024-07, Vol.14 (7), p.177-177, Article 177</ispartof><rights>King Abdulaziz City for Science and Technology 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c359t-91f74b5d6715e3196259589779bf8031129499a0757ddf7e8d7497eff184d7aa3</cites><orcidid>0000-0001-9163-3724</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38855148$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Singh, Ayushi</creatorcontrib><creatorcontrib>Verma, Archana</creatorcontrib><creatorcontrib>Dutta, Gaurav</creatorcontrib><creatorcontrib>Gowane, Gopal R.</creatorcontrib><creatorcontrib>Ludri, Ashutosh</creatorcontrib><creatorcontrib>Alex, Rani</creatorcontrib><title>Functional transcriptome analysis revealed major changes in pathways affecting systems biology of Tharparkar cattle under seasonal heat stress</title><title>3 Biotech</title><addtitle>3 Biotech</addtitle><addtitle>3 Biotech</addtitle><description>Heat stress significantly disturbs the production, reproduction, and systems biology of dairy cattle. A complex interaction among biological systems helps to combat and overcome heat stress. Indicine cattle breed Tharparkar has been well known for its thermal adaptability. Therefore, present investigation considered RNA-seq technology to explore the functional transcriptomics of Tharparkar cattle with the help of samples collected in spring and summer season. Among differentially expressed genes, about 3280 genes were highly dysregulated, in which 1207 gene were upregulated and 2073 genes were downregulated (|log2fold change|≥ 1 and
p
≤ 0.05). Upregulated genes were related to insulin activation, interferons, and potassium ion transport. In contrast, downregulated genes were related to RNA processing, translation, and ubiquitination. Functional annotation revealed that the pathways associated with nervous system (
NPFFR1
,
ROBO3
) and metal ion transport (
KCNG2
,
ATP1A2
) were highly activated while mRNA processing and translation (
EIF4A
,
EIF4B
) and protein processing pathway (
VPS4B
,
PEX13
) were highly downregulated. Protein–protein interactions identified hub genes such as
ATP13A3
,
IFNGR2
,
UBXN7
,
EIF4A2
,
SLC12A8
found to play an important role in immune, ubiquitination, translation and transport function. Co-expression network includes
LYZ
,
PNRC1
,
SQSTM1
,
EIF4AB
and
DDX17
genes which are involved in lysosomal activity, tumor inhibition, ubiquitination, and translation initiation. Chemokine signaling pathway associated with immune response was highly upregulated in cluster analysis. The findings of this study provide insights into transcriptome expression and regulation which may better explain complex thermal resilience mechanism of Tharparkar cattle in heat stress under natural conditions.</description><subject>Adaptability</subject><subject>Agriculture</subject><subject>Annotations</subject><subject>Bioinformatics</subject><subject>Biology</subject><subject>Biomaterials</subject><subject>Biotechnology</subject><subject>Cancer Research</subject><subject>Cattle</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Chemokines</subject><subject>Cluster analysis</subject><subject>dairy cattle</subject><subject>Down-regulation</subject><subject>gene expression regulation</subject><subject>Genes</subject><subject>Heat stress</subject><subject>Immune response</subject><subject>Immune system</subject><subject>insulin</subject><subject>Ion transport</subject><subject>Metal ions</subject><subject>mRNA processing</subject><subject>neoplasms</subject><subject>Nervous system</subject><subject>Original Article</subject><subject>potassium</subject><subject>Protein interaction</subject><subject>Proteins</subject><subject>reproduction</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA processing</subject><subject>sequence analysis</subject><subject>Signal transduction</subject><subject>spring</subject><subject>Stem Cells</subject><subject>summer</subject><subject>Temperature effects</subject><subject>transcriptome</subject><subject>Transcriptomes</subject><subject>Transcriptomics</subject><subject>Translation initiation</subject><subject>Ubiquitination</subject><subject>zebu breeds</subject><issn>2190-572X</issn><issn>2190-5738</issn><issn>2190-5738</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkc1u1DAURiMEolXbF2CBLLFhE_BPHNtLVFFAqsSmldhFd5LrmQxJHHwdqrwEz4w7U4rEgnpjyz7fd2Wdongl-DvBuXlPQkmuSy6rkldc2FI-K06lcLzURtnnj2f57aS4INrzvLTQTvCXxYmyVmtR2dPi19UytakPEwwsRZiojf2cwogM8tVKPbGIPxEG7NgI-xBZu4Npi8T6ic2QdnewEgPvMbdMW0YrJRyJbfowhO3Kgmc3O4gzxO-Qs5DSgGyZOoyMEOgwd4eQGKWIROfFCw8D4cXDflbcXn28ufxcXn_99OXyw3XZKu1S6YQ31UZ3tREalXC11E5bZ4zbeMuVENJVzgE32nSdN2g7UzmD3gtbdQZAnRVvj71zDD8WpNSMPbU4DDBhWKhRQqu6rjmvn0Z5XSvlnHQZffMPug9LzF88UFqpmluVKXmk2hiIIvpmjv0IcW0Eb-7dNke3TXbbHNw2ModeP1QvmxG7x8gfkxlQR4DyUxYU_87-T-1vK8OwYg</recordid><startdate>20240701</startdate><enddate>20240701</enddate><creator>Singh, Ayushi</creator><creator>Verma, Archana</creator><creator>Dutta, Gaurav</creator><creator>Gowane, Gopal R.</creator><creator>Ludri, Ashutosh</creator><creator>Alex, Rani</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0001-9163-3724</orcidid></search><sort><creationdate>20240701</creationdate><title>Functional transcriptome analysis revealed major changes in pathways affecting systems biology of Tharparkar cattle under seasonal heat stress</title><author>Singh, Ayushi ; Verma, Archana ; Dutta, Gaurav ; Gowane, Gopal R. ; Ludri, Ashutosh ; Alex, Rani</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-91f74b5d6715e3196259589779bf8031129499a0757ddf7e8d7497eff184d7aa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adaptability</topic><topic>Agriculture</topic><topic>Annotations</topic><topic>Bioinformatics</topic><topic>Biology</topic><topic>Biomaterials</topic><topic>Biotechnology</topic><topic>Cancer Research</topic><topic>Cattle</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Chemokines</topic><topic>Cluster analysis</topic><topic>dairy cattle</topic><topic>Down-regulation</topic><topic>gene expression regulation</topic><topic>Genes</topic><topic>Heat stress</topic><topic>Immune response</topic><topic>Immune system</topic><topic>insulin</topic><topic>Ion transport</topic><topic>Metal ions</topic><topic>mRNA processing</topic><topic>neoplasms</topic><topic>Nervous system</topic><topic>Original Article</topic><topic>potassium</topic><topic>Protein interaction</topic><topic>Proteins</topic><topic>reproduction</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA processing</topic><topic>sequence analysis</topic><topic>Signal transduction</topic><topic>spring</topic><topic>Stem Cells</topic><topic>summer</topic><topic>Temperature effects</topic><topic>transcriptome</topic><topic>Transcriptomes</topic><topic>Transcriptomics</topic><topic>Translation initiation</topic><topic>Ubiquitination</topic><topic>zebu breeds</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Singh, Ayushi</creatorcontrib><creatorcontrib>Verma, Archana</creatorcontrib><creatorcontrib>Dutta, Gaurav</creatorcontrib><creatorcontrib>Gowane, Gopal R.</creatorcontrib><creatorcontrib>Ludri, Ashutosh</creatorcontrib><creatorcontrib>Alex, Rani</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>3 Biotech</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Singh, Ayushi</au><au>Verma, Archana</au><au>Dutta, Gaurav</au><au>Gowane, Gopal R.</au><au>Ludri, Ashutosh</au><au>Alex, Rani</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional transcriptome analysis revealed major changes in pathways affecting systems biology of Tharparkar cattle under seasonal heat stress</atitle><jtitle>3 Biotech</jtitle><stitle>3 Biotech</stitle><addtitle>3 Biotech</addtitle><date>2024-07-01</date><risdate>2024</risdate><volume>14</volume><issue>7</issue><spage>177</spage><epage>177</epage><pages>177-177</pages><artnum>177</artnum><issn>2190-572X</issn><issn>2190-5738</issn><eissn>2190-5738</eissn><abstract>Heat stress significantly disturbs the production, reproduction, and systems biology of dairy cattle. A complex interaction among biological systems helps to combat and overcome heat stress. Indicine cattle breed Tharparkar has been well known for its thermal adaptability. Therefore, present investigation considered RNA-seq technology to explore the functional transcriptomics of Tharparkar cattle with the help of samples collected in spring and summer season. Among differentially expressed genes, about 3280 genes were highly dysregulated, in which 1207 gene were upregulated and 2073 genes were downregulated (|log2fold change|≥ 1 and
p
≤ 0.05). Upregulated genes were related to insulin activation, interferons, and potassium ion transport. In contrast, downregulated genes were related to RNA processing, translation, and ubiquitination. Functional annotation revealed that the pathways associated with nervous system (
NPFFR1
,
ROBO3
) and metal ion transport (
KCNG2
,
ATP1A2
) were highly activated while mRNA processing and translation (
EIF4A
,
EIF4B
) and protein processing pathway (
VPS4B
,
PEX13
) were highly downregulated. Protein–protein interactions identified hub genes such as
ATP13A3
,
IFNGR2
,
UBXN7
,
EIF4A2
,
SLC12A8
found to play an important role in immune, ubiquitination, translation and transport function. Co-expression network includes
LYZ
,
PNRC1
,
SQSTM1
,
EIF4AB
and
DDX17
genes which are involved in lysosomal activity, tumor inhibition, ubiquitination, and translation initiation. Chemokine signaling pathway associated with immune response was highly upregulated in cluster analysis. The findings of this study provide insights into transcriptome expression and regulation which may better explain complex thermal resilience mechanism of Tharparkar cattle in heat stress under natural conditions.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>38855148</pmid><doi>10.1007/s13205-024-04018-2</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-9163-3724</orcidid></addata></record> |
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subjects | Adaptability Agriculture Annotations Bioinformatics Biology Biomaterials Biotechnology Cancer Research Cattle Chemistry Chemistry and Materials Science Chemokines Cluster analysis dairy cattle Down-regulation gene expression regulation Genes Heat stress Immune response Immune system insulin Ion transport Metal ions mRNA processing neoplasms Nervous system Original Article potassium Protein interaction Proteins reproduction Ribonucleic acid RNA RNA processing sequence analysis Signal transduction spring Stem Cells summer Temperature effects transcriptome Transcriptomes Transcriptomics Translation initiation Ubiquitination zebu breeds |
title | Functional transcriptome analysis revealed major changes in pathways affecting systems biology of Tharparkar cattle under seasonal heat stress |
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