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Analysis of miRNAs in milk of four livestock species
Milk is essential for mammalian nutrition because it provides vital nutrients for growth and development. Milk composition, which is influenced by genetic and environmental factors, supports lactation, a complex process crucial for milk production and quality. Recent research has focused on noncodin...
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Published in: | BMC genomics 2024-09, Vol.25 (1), p.859-15, Article 859 |
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description | Milk is essential for mammalian nutrition because it provides vital nutrients for growth and development. Milk composition, which is influenced by genetic and environmental factors, supports lactation, a complex process crucial for milk production and quality. Recent research has focused on noncoding RNAs, particularly microRNAs (miRNAs), which are present in body fluids and regulate gene expression post-transcriptionally. This study comprehensively characterizes miRNAs in milk of four livestock species, namely Bubalus bubalis, Capra hircus, Equus asinus, and Ovis aries and identifies potential target genes.
High-throughput sequencing of milk RNA resulted in distinct read counts across species: B. bubalis (8,790,441 reads), C. hircus (12,976,275 reads), E. asinus (9,385,067 reads), and O. aries (7,295,297 reads). E. asinus had the highest RNA mapping rate (94.6%) and O. aries the lowest (84.8%). A substantially greater proportion of miRNAs over other small RNAs was observed for the donkey milk sample (7.74%) compared to buffalo (0.87%), goat (1.57%), and sheep (1.12%). Shared miRNAs, which included miR-200a, miR-200b, miR-200c, and miR-23a among others, showed varying expression levels across species, confirmed by qPCR analysis. Functional annotation of predicted miRNA target genes highlighted diverse roles, with an enrichment in functions linked to metabolism and immunity. Pathway analysis identified immune response pathways as significant, with several miRNAs targeting specific genes across species, suggesting their regulatory function in milk.
Both conserved and species-specific miRNAs were detected in milk of the investigated species. The identified target genes of these miRNAs have important roles in neonatal development, adaptation, growth, and immune response. Furthermore, they influence milk and meat production traits in livestock. |
doi_str_mv | 10.1186/s12864-024-10783-4 |
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High-throughput sequencing of milk RNA resulted in distinct read counts across species: B. bubalis (8,790,441 reads), C. hircus (12,976,275 reads), E. asinus (9,385,067 reads), and O. aries (7,295,297 reads). E. asinus had the highest RNA mapping rate (94.6%) and O. aries the lowest (84.8%). A substantially greater proportion of miRNAs over other small RNAs was observed for the donkey milk sample (7.74%) compared to buffalo (0.87%), goat (1.57%), and sheep (1.12%). Shared miRNAs, which included miR-200a, miR-200b, miR-200c, and miR-23a among others, showed varying expression levels across species, confirmed by qPCR analysis. Functional annotation of predicted miRNA target genes highlighted diverse roles, with an enrichment in functions linked to metabolism and immunity. Pathway analysis identified immune response pathways as significant, with several miRNAs targeting specific genes across species, suggesting their regulatory function in milk.
Both conserved and species-specific miRNAs were detected in milk of the investigated species. The identified target genes of these miRNAs have important roles in neonatal development, adaptation, growth, and immune response. Furthermore, they influence milk and meat production traits in livestock.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-024-10783-4</identifier><identifier>PMID: 39277740</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Animals ; Annotations ; Biomarkers ; Body fluids ; Bubalus bubalis ; Buffalo ; Capra hircus ; Composition ; Donkey ; Donkeys ; Environmental factors ; Equus asinus ; Female ; Functionals ; Gene expression ; Gene Expression Profiling ; Gene sequencing ; Genes ; Genetic analysis ; Genetic aspects ; Genetic transcription ; Genomes ; Goat ; Goats ; Goats - genetics ; High-Throughput Nucleotide Sequencing ; Immune response ; Immune system ; Kinases ; Lactation ; Livestock ; Livestock - genetics ; Measurement ; Meat production ; MicroRNA ; MicroRNAs ; MicroRNAs - genetics ; Milk ; Milk - metabolism ; Milk production ; miRNA ; ncRNAs ; Neonates ; Next-generation sequencing ; Nutrients ; Ovis aries ; Physiological aspects ; Physiology ; Post-transcription ; Proteins ; Ribonucleic acid ; RNA ; Sequence Analysis, RNA ; Sheep ; Sheep - genetics ; Species Specificity ; Target detection ; Water buffalo ; Wildlife conservation</subject><ispartof>BMC genomics, 2024-09, Vol.25 (1), p.859-15, Article 859</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><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c423t-4cf66dc2e498accfa1ba9850978f1cbcc0894b2d45dedb79594da98ec79a637d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.proquest.com/docview/3115121362?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,37013,44590</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39277740$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cendron, Filippo</creatorcontrib><creatorcontrib>Rosani, Umberto</creatorcontrib><creatorcontrib>Franzoi, Marco</creatorcontrib><creatorcontrib>Boselli, Carlo</creatorcontrib><creatorcontrib>Maggi, Flavio</creatorcontrib><creatorcontrib>De Marchi, Massimo</creatorcontrib><creatorcontrib>Penasa, Mauro</creatorcontrib><title>Analysis of miRNAs in milk of four livestock species</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>Milk is essential for mammalian nutrition because it provides vital nutrients for growth and development. Milk composition, which is influenced by genetic and environmental factors, supports lactation, a complex process crucial for milk production and quality. Recent research has focused on noncoding RNAs, particularly microRNAs (miRNAs), which are present in body fluids and regulate gene expression post-transcriptionally. This study comprehensively characterizes miRNAs in milk of four livestock species, namely Bubalus bubalis, Capra hircus, Equus asinus, and Ovis aries and identifies potential target genes.
High-throughput sequencing of milk RNA resulted in distinct read counts across species: B. bubalis (8,790,441 reads), C. hircus (12,976,275 reads), E. asinus (9,385,067 reads), and O. aries (7,295,297 reads). E. asinus had the highest RNA mapping rate (94.6%) and O. aries the lowest (84.8%). A substantially greater proportion of miRNAs over other small RNAs was observed for the donkey milk sample (7.74%) compared to buffalo (0.87%), goat (1.57%), and sheep (1.12%). Shared miRNAs, which included miR-200a, miR-200b, miR-200c, and miR-23a among others, showed varying expression levels across species, confirmed by qPCR analysis. Functional annotation of predicted miRNA target genes highlighted diverse roles, with an enrichment in functions linked to metabolism and immunity. Pathway analysis identified immune response pathways as significant, with several miRNAs targeting specific genes across species, suggesting their regulatory function in milk.
Both conserved and species-specific miRNAs were detected in milk of the investigated species. The identified target genes of these miRNAs have important roles in neonatal development, adaptation, growth, and immune response. Furthermore, they influence milk and meat production traits in livestock.</description><subject>Analysis</subject><subject>Animals</subject><subject>Annotations</subject><subject>Biomarkers</subject><subject>Body fluids</subject><subject>Bubalus bubalis</subject><subject>Buffalo</subject><subject>Capra hircus</subject><subject>Composition</subject><subject>Donkey</subject><subject>Donkeys</subject><subject>Environmental factors</subject><subject>Equus asinus</subject><subject>Female</subject><subject>Functionals</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Genetic analysis</subject><subject>Genetic aspects</subject><subject>Genetic transcription</subject><subject>Genomes</subject><subject>Goat</subject><subject>Goats</subject><subject>Goats - genetics</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Immune response</subject><subject>Immune system</subject><subject>Kinases</subject><subject>Lactation</subject><subject>Livestock</subject><subject>Livestock - genetics</subject><subject>Measurement</subject><subject>Meat production</subject><subject>MicroRNA</subject><subject>MicroRNAs</subject><subject>MicroRNAs - genetics</subject><subject>Milk</subject><subject>Milk - metabolism</subject><subject>Milk production</subject><subject>miRNA</subject><subject>ncRNAs</subject><subject>Neonates</subject><subject>Next-generation sequencing</subject><subject>Nutrients</subject><subject>Ovis aries</subject><subject>Physiological aspects</subject><subject>Physiology</subject><subject>Post-transcription</subject><subject>Proteins</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Sequence Analysis, RNA</subject><subject>Sheep</subject><subject>Sheep - genetics</subject><subject>Species Specificity</subject><subject>Target detection</subject><subject>Water buffalo</subject><subject>Wildlife conservation</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkltv1DAQhSMEoqXwB3hAK_ECDykee-LL46rislIFUoFny_Fl5W0SL3FS0X-P0y2FRcgPHo2-M6M5OlX1Esg5gOTvMlDJsSYUayBCshofVaeAAmoKHB__VZ9Uz3LeEQJC0uZpdcIUFUIgOa1wPZjuNse8SmHVx6vP67yKQ6m666UT0jyuunjj85Ts9SrvvY0-P6-eBNNl_-L-P6u-f3j_7eJTffnl4-ZifVlbpGyq0QbOnaUelTTWBgOtUbIhSsgAtrWWSIUtddg471qhGoWuAN4KZTgTjp1Vm8Ncl8xO78fYm_FWJxP1XSONW23GKdrOa05D0zrPBAJBRaCsYdgE4ThaDsGWWW8Os_Zj-jGXe3Qfs_VdZwaf5qwZkAZV8bUp6Ot_0F2xofi0UNAABcbpH2pryv44hDSNxi5D9VoSKSiRuFDn_6HKc76PNg0-xNI_Erw9EhRm8j-nrZlz1puvV8csPbB2TDmPPjx4BEQvEdGHiOgSEX0XEY1F9Or-urntvXuQ_M4E-wVxH7GC</recordid><startdate>20240914</startdate><enddate>20240914</enddate><creator>Cendron, Filippo</creator><creator>Rosani, Umberto</creator><creator>Franzoi, Marco</creator><creator>Boselli, Carlo</creator><creator>Maggi, Flavio</creator><creator>De Marchi, Massimo</creator><creator>Penasa, Mauro</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><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>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>DOA</scope></search><sort><creationdate>20240914</creationdate><title>Analysis of miRNAs in milk of four livestock species</title><author>Cendron, Filippo ; Rosani, Umberto ; Franzoi, Marco ; Boselli, Carlo ; Maggi, Flavio ; De Marchi, Massimo ; Penasa, Mauro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c423t-4cf66dc2e498accfa1ba9850978f1cbcc0894b2d45dedb79594da98ec79a637d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analysis</topic><topic>Animals</topic><topic>Annotations</topic><topic>Biomarkers</topic><topic>Body fluids</topic><topic>Bubalus bubalis</topic><topic>Buffalo</topic><topic>Capra hircus</topic><topic>Composition</topic><topic>Donkey</topic><topic>Donkeys</topic><topic>Environmental factors</topic><topic>Equus asinus</topic><topic>Female</topic><topic>Functionals</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene sequencing</topic><topic>Genes</topic><topic>Genetic analysis</topic><topic>Genetic aspects</topic><topic>Genetic transcription</topic><topic>Genomes</topic><topic>Goat</topic><topic>Goats</topic><topic>Goats - genetics</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Immune response</topic><topic>Immune system</topic><topic>Kinases</topic><topic>Lactation</topic><topic>Livestock</topic><topic>Livestock - genetics</topic><topic>Measurement</topic><topic>Meat production</topic><topic>MicroRNA</topic><topic>MicroRNAs</topic><topic>MicroRNAs - genetics</topic><topic>Milk</topic><topic>Milk - metabolism</topic><topic>Milk production</topic><topic>miRNA</topic><topic>ncRNAs</topic><topic>Neonates</topic><topic>Next-generation sequencing</topic><topic>Nutrients</topic><topic>Ovis aries</topic><topic>Physiological aspects</topic><topic>Physiology</topic><topic>Post-transcription</topic><topic>Proteins</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Sequence Analysis, RNA</topic><topic>Sheep</topic><topic>Sheep - genetics</topic><topic>Species Specificity</topic><topic>Target detection</topic><topic>Water buffalo</topic><topic>Wildlife conservation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cendron, Filippo</creatorcontrib><creatorcontrib>Rosani, Umberto</creatorcontrib><creatorcontrib>Franzoi, Marco</creatorcontrib><creatorcontrib>Boselli, Carlo</creatorcontrib><creatorcontrib>Maggi, Flavio</creatorcontrib><creatorcontrib>De Marchi, Massimo</creatorcontrib><creatorcontrib>Penasa, Mauro</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>ProQuest_Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest Biological Science Journals</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest - 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Milk composition, which is influenced by genetic and environmental factors, supports lactation, a complex process crucial for milk production and quality. Recent research has focused on noncoding RNAs, particularly microRNAs (miRNAs), which are present in body fluids and regulate gene expression post-transcriptionally. This study comprehensively characterizes miRNAs in milk of four livestock species, namely Bubalus bubalis, Capra hircus, Equus asinus, and Ovis aries and identifies potential target genes.
High-throughput sequencing of milk RNA resulted in distinct read counts across species: B. bubalis (8,790,441 reads), C. hircus (12,976,275 reads), E. asinus (9,385,067 reads), and O. aries (7,295,297 reads). E. asinus had the highest RNA mapping rate (94.6%) and O. aries the lowest (84.8%). A substantially greater proportion of miRNAs over other small RNAs was observed for the donkey milk sample (7.74%) compared to buffalo (0.87%), goat (1.57%), and sheep (1.12%). Shared miRNAs, which included miR-200a, miR-200b, miR-200c, and miR-23a among others, showed varying expression levels across species, confirmed by qPCR analysis. Functional annotation of predicted miRNA target genes highlighted diverse roles, with an enrichment in functions linked to metabolism and immunity. Pathway analysis identified immune response pathways as significant, with several miRNAs targeting specific genes across species, suggesting their regulatory function in milk.
Both conserved and species-specific miRNAs were detected in milk of the investigated species. The identified target genes of these miRNAs have important roles in neonatal development, adaptation, growth, and immune response. Furthermore, they influence milk and meat production traits in livestock.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>39277740</pmid><doi>10.1186/s12864-024-10783-4</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Animals Annotations Biomarkers Body fluids Bubalus bubalis Buffalo Capra hircus Composition Donkey Donkeys Environmental factors Equus asinus Female Functionals Gene expression Gene Expression Profiling Gene sequencing Genes Genetic analysis Genetic aspects Genetic transcription Genomes Goat Goats Goats - genetics High-Throughput Nucleotide Sequencing Immune response Immune system Kinases Lactation Livestock Livestock - genetics Measurement Meat production MicroRNA MicroRNAs MicroRNAs - genetics Milk Milk - metabolism Milk production miRNA ncRNAs Neonates Next-generation sequencing Nutrients Ovis aries Physiological aspects Physiology Post-transcription Proteins Ribonucleic acid RNA Sequence Analysis, RNA Sheep Sheep - genetics Species Specificity Target detection Water buffalo Wildlife conservation |
title | Analysis of miRNAs in milk of four livestock species |
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