Loading…
Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data
With a rich breeding history, Nanyang cattle (NY cattle) have undergone extensive natural and artificial selection, resulting in distinctive traits such as high fertility, excellent meat quality, and disease resistance. This makes them an ideal model for studying the mechanisms of environmental adap...
Saved in:
Published in: | Genes 2024-03, Vol.15 (3), p.351 |
---|---|
Main Authors: | , , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | |
---|---|
cites | cdi_FETCH-LOGICAL-c439t-c6ee0b073626455db824690d38698a5ff8d74c08b2ebafd4b337c3d943cbbbdd3 |
container_end_page | |
container_issue | 3 |
container_start_page | 351 |
container_title | Genes |
container_volume | 15 |
creator | Zhang, Yan Wei, Zhitong Zhang, Man Wang, Shiwei Gao, Tengyun Huang, Hetian Zhang, Tianliu Cai, Hanfang Liu, Xian Fu, Tong Liang, Dong |
description | With a rich breeding history, Nanyang cattle (NY cattle) have undergone extensive natural and artificial selection, resulting in distinctive traits such as high fertility, excellent meat quality, and disease resistance. This makes them an ideal model for studying the mechanisms of environmental adaptability. To assess the population structure and genetic diversity of NY cattle, we performed whole-genome resequencing on 30 individuals. These data were then compared with published whole-genome resequencing data from 432 cattle globally. The results indicate that the genetic structure of NY cattle is significantly different from European commercial breeds and is more similar to North-Central Chinese breeds. Furthermore, among all breeds, NY cattle exhibit the highest genetic diversity and the lowest population inbreeding levels. A genome-wide selection signal analysis of NY cattle and European commercial breeds using Fst, θπ-ratio, and θπ methods revealed significant selection signals in genes associated with reproductive performance and immunity. Our functional annotation analysis suggests that these genes may be responsible for reproduction (
,
, and
), immune response (
,
, and
), and olfaction (
). We provide a comprehensive overview of sequence variations in the NY cattle genome, revealing insights into the population structure and genetic diversity of NY cattle. Additionally, we identify candidate genes associated with important economic traits, offering valuable references for future conservation and breeding efforts of NY cattle. |
doi_str_mv | 10.3390/genes15030351 |
format | article |
fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10970060</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A788247597</galeid><sourcerecordid>A788247597</sourcerecordid><originalsourceid>FETCH-LOGICAL-c439t-c6ee0b073626455db824690d38698a5ff8d74c08b2ebafd4b337c3d943cbbbdd3</originalsourceid><addsrcrecordid>eNptkl1rFDEUhgdRbKm99FYC3ngz9cwkmY8rWVfbCkWFKl6GfJyZZskk6yQj7L83y9baFRNIwslz3uQ9nKJ4WcEFpT28HdFjrDhQoLx6UpzW0NKSsZo_fXQ-Kc5j3EAeDGoA_rw4oR1nwCo4LTZfw3ZxMtngyW2aF52WGYn0htyiQ32I29FLR1Z52UUbSRjIZ-l30o9kLVNySN7LiIZk9MddcFheoQ8TZoWfC3ptM_dBJvmieDZIF_H8fj8rvl9-_La-Lm--XH1ar25KzWifSt0ggsqfb-qGcW5UV7OmB0O7pu8kH4bOtExDp2pUcjBMUdpqanpGtVLKGHpWvDvobhc1odHo0yyd2M52kvNOBGnF8Y23d2IMv0QFfQvQQFZ4c68wh2whJjHZqNE56TEsUVCoGFS05m1GX_-DbsIy50rtKah4TWvgf6lROhTWDyE_rPeiYtV22WDL-73WxX-oPA1OVgePg83xo4TykKDnEOOMw4PJCsS-QcRRg2T-1ePKPNB_2oH-BumDtjA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3001523205</pqid></control><display><type>article</type><title>Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data</title><source>NCBI_PubMed Central(免费)</source><source>Publicly Available Content Database</source><creator>Zhang, Yan ; Wei, Zhitong ; Zhang, Man ; Wang, Shiwei ; Gao, Tengyun ; Huang, Hetian ; Zhang, Tianliu ; Cai, Hanfang ; Liu, Xian ; Fu, Tong ; Liang, Dong</creator><creatorcontrib>Zhang, Yan ; Wei, Zhitong ; Zhang, Man ; Wang, Shiwei ; Gao, Tengyun ; Huang, Hetian ; Zhang, Tianliu ; Cai, Hanfang ; Liu, Xian ; Fu, Tong ; Liang, Dong</creatorcontrib><description>With a rich breeding history, Nanyang cattle (NY cattle) have undergone extensive natural and artificial selection, resulting in distinctive traits such as high fertility, excellent meat quality, and disease resistance. This makes them an ideal model for studying the mechanisms of environmental adaptability. To assess the population structure and genetic diversity of NY cattle, we performed whole-genome resequencing on 30 individuals. These data were then compared with published whole-genome resequencing data from 432 cattle globally. The results indicate that the genetic structure of NY cattle is significantly different from European commercial breeds and is more similar to North-Central Chinese breeds. Furthermore, among all breeds, NY cattle exhibit the highest genetic diversity and the lowest population inbreeding levels. A genome-wide selection signal analysis of NY cattle and European commercial breeds using Fst, θπ-ratio, and θπ methods revealed significant selection signals in genes associated with reproductive performance and immunity. Our functional annotation analysis suggests that these genes may be responsible for reproduction (
,
, and
), immune response (
,
, and
), and olfaction (
). We provide a comprehensive overview of sequence variations in the NY cattle genome, revealing insights into the population structure and genetic diversity of NY cattle. Additionally, we identify candidate genes associated with important economic traits, offering valuable references for future conservation and breeding efforts of NY cattle.</description><identifier>ISSN: 2073-4425</identifier><identifier>EISSN: 2073-4425</identifier><identifier>DOI: 10.3390/genes15030351</identifier><identifier>PMID: 38540410</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Adaptability ; Agricultural production ; Animal genetics ; Animals ; Beef cattle ; Biological diversity ; Cattle ; Cattle - genetics ; Disease resistance ; DNA sequencing ; Fertility ; Genes ; Genetic diversity ; Genetic structure ; Genome - genetics ; Genomes ; Genomics ; HSF1 protein ; Humans ; Immune response ; Inbreeding ; Meat quality ; Nucleotide sequence ; Nucleotide sequencing ; Olfaction ; Pax5 protein ; Phenotype ; Phylogenetics ; Population genetics ; Population structure ; Quality control ; Sequence Analysis, DNA ; Software ; Whole genome sequencing ; Whole Genome Sequencing - methods</subject><ispartof>Genes, 2024-03, Vol.15 (3), p.351</ispartof><rights>COPYRIGHT 2024 MDPI AG</rights><rights>2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2024 by the authors. 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c439t-c6ee0b073626455db824690d38698a5ff8d74c08b2ebafd4b337c3d943cbbbdd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/3001523205/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/3001523205?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38540410$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Yan</creatorcontrib><creatorcontrib>Wei, Zhitong</creatorcontrib><creatorcontrib>Zhang, Man</creatorcontrib><creatorcontrib>Wang, Shiwei</creatorcontrib><creatorcontrib>Gao, Tengyun</creatorcontrib><creatorcontrib>Huang, Hetian</creatorcontrib><creatorcontrib>Zhang, Tianliu</creatorcontrib><creatorcontrib>Cai, Hanfang</creatorcontrib><creatorcontrib>Liu, Xian</creatorcontrib><creatorcontrib>Fu, Tong</creatorcontrib><creatorcontrib>Liang, Dong</creatorcontrib><title>Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data</title><title>Genes</title><addtitle>Genes (Basel)</addtitle><description>With a rich breeding history, Nanyang cattle (NY cattle) have undergone extensive natural and artificial selection, resulting in distinctive traits such as high fertility, excellent meat quality, and disease resistance. This makes them an ideal model for studying the mechanisms of environmental adaptability. To assess the population structure and genetic diversity of NY cattle, we performed whole-genome resequencing on 30 individuals. These data were then compared with published whole-genome resequencing data from 432 cattle globally. The results indicate that the genetic structure of NY cattle is significantly different from European commercial breeds and is more similar to North-Central Chinese breeds. Furthermore, among all breeds, NY cattle exhibit the highest genetic diversity and the lowest population inbreeding levels. A genome-wide selection signal analysis of NY cattle and European commercial breeds using Fst, θπ-ratio, and θπ methods revealed significant selection signals in genes associated with reproductive performance and immunity. Our functional annotation analysis suggests that these genes may be responsible for reproduction (
,
, and
), immune response (
,
, and
), and olfaction (
). We provide a comprehensive overview of sequence variations in the NY cattle genome, revealing insights into the population structure and genetic diversity of NY cattle. Additionally, we identify candidate genes associated with important economic traits, offering valuable references for future conservation and breeding efforts of NY cattle.</description><subject>Adaptability</subject><subject>Agricultural production</subject><subject>Animal genetics</subject><subject>Animals</subject><subject>Beef cattle</subject><subject>Biological diversity</subject><subject>Cattle</subject><subject>Cattle - genetics</subject><subject>Disease resistance</subject><subject>DNA sequencing</subject><subject>Fertility</subject><subject>Genes</subject><subject>Genetic diversity</subject><subject>Genetic structure</subject><subject>Genome - genetics</subject><subject>Genomes</subject><subject>Genomics</subject><subject>HSF1 protein</subject><subject>Humans</subject><subject>Immune response</subject><subject>Inbreeding</subject><subject>Meat quality</subject><subject>Nucleotide sequence</subject><subject>Nucleotide sequencing</subject><subject>Olfaction</subject><subject>Pax5 protein</subject><subject>Phenotype</subject><subject>Phylogenetics</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Quality control</subject><subject>Sequence Analysis, DNA</subject><subject>Software</subject><subject>Whole genome sequencing</subject><subject>Whole Genome Sequencing - methods</subject><issn>2073-4425</issn><issn>2073-4425</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNptkl1rFDEUhgdRbKm99FYC3ngz9cwkmY8rWVfbCkWFKl6GfJyZZskk6yQj7L83y9baFRNIwslz3uQ9nKJ4WcEFpT28HdFjrDhQoLx6UpzW0NKSsZo_fXQ-Kc5j3EAeDGoA_rw4oR1nwCo4LTZfw3ZxMtngyW2aF52WGYn0htyiQ32I29FLR1Z52UUbSRjIZ-l30o9kLVNySN7LiIZk9MddcFheoQ8TZoWfC3ptM_dBJvmieDZIF_H8fj8rvl9-_La-Lm--XH1ar25KzWifSt0ggsqfb-qGcW5UV7OmB0O7pu8kH4bOtExDp2pUcjBMUdpqanpGtVLKGHpWvDvobhc1odHo0yyd2M52kvNOBGnF8Y23d2IMv0QFfQvQQFZ4c68wh2whJjHZqNE56TEsUVCoGFS05m1GX_-DbsIy50rtKah4TWvgf6lROhTWDyE_rPeiYtV22WDL-73WxX-oPA1OVgePg83xo4TykKDnEOOMw4PJCsS-QcRRg2T-1ePKPNB_2oH-BumDtjA</recordid><startdate>20240311</startdate><enddate>20240311</enddate><creator>Zhang, Yan</creator><creator>Wei, Zhitong</creator><creator>Zhang, Man</creator><creator>Wang, Shiwei</creator><creator>Gao, Tengyun</creator><creator>Huang, Hetian</creator><creator>Zhang, Tianliu</creator><creator>Cai, Hanfang</creator><creator>Liu, Xian</creator><creator>Fu, Tong</creator><creator>Liang, Dong</creator><general>MDPI AG</general><general>MDPI</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>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20240311</creationdate><title>Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data</title><author>Zhang, Yan ; Wei, Zhitong ; Zhang, Man ; Wang, Shiwei ; Gao, Tengyun ; Huang, Hetian ; Zhang, Tianliu ; Cai, Hanfang ; Liu, Xian ; Fu, Tong ; Liang, Dong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c439t-c6ee0b073626455db824690d38698a5ff8d74c08b2ebafd4b337c3d943cbbbdd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adaptability</topic><topic>Agricultural production</topic><topic>Animal genetics</topic><topic>Animals</topic><topic>Beef cattle</topic><topic>Biological diversity</topic><topic>Cattle</topic><topic>Cattle - genetics</topic><topic>Disease resistance</topic><topic>DNA sequencing</topic><topic>Fertility</topic><topic>Genes</topic><topic>Genetic diversity</topic><topic>Genetic structure</topic><topic>Genome - genetics</topic><topic>Genomes</topic><topic>Genomics</topic><topic>HSF1 protein</topic><topic>Humans</topic><topic>Immune response</topic><topic>Inbreeding</topic><topic>Meat quality</topic><topic>Nucleotide sequence</topic><topic>Nucleotide sequencing</topic><topic>Olfaction</topic><topic>Pax5 protein</topic><topic>Phenotype</topic><topic>Phylogenetics</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Quality control</topic><topic>Sequence Analysis, DNA</topic><topic>Software</topic><topic>Whole genome sequencing</topic><topic>Whole Genome Sequencing - methods</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Yan</creatorcontrib><creatorcontrib>Wei, Zhitong</creatorcontrib><creatorcontrib>Zhang, Man</creatorcontrib><creatorcontrib>Wang, Shiwei</creatorcontrib><creatorcontrib>Gao, Tengyun</creatorcontrib><creatorcontrib>Huang, Hetian</creatorcontrib><creatorcontrib>Zhang, Tianliu</creatorcontrib><creatorcontrib>Cai, Hanfang</creatorcontrib><creatorcontrib>Liu, Xian</creatorcontrib><creatorcontrib>Fu, Tong</creatorcontrib><creatorcontrib>Liang, Dong</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</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>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>ProQuest Biological Science Journals</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genes</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Yan</au><au>Wei, Zhitong</au><au>Zhang, Man</au><au>Wang, Shiwei</au><au>Gao, Tengyun</au><au>Huang, Hetian</au><au>Zhang, Tianliu</au><au>Cai, Hanfang</au><au>Liu, Xian</au><au>Fu, Tong</au><au>Liang, Dong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data</atitle><jtitle>Genes</jtitle><addtitle>Genes (Basel)</addtitle><date>2024-03-11</date><risdate>2024</risdate><volume>15</volume><issue>3</issue><spage>351</spage><pages>351-</pages><issn>2073-4425</issn><eissn>2073-4425</eissn><abstract>With a rich breeding history, Nanyang cattle (NY cattle) have undergone extensive natural and artificial selection, resulting in distinctive traits such as high fertility, excellent meat quality, and disease resistance. This makes them an ideal model for studying the mechanisms of environmental adaptability. To assess the population structure and genetic diversity of NY cattle, we performed whole-genome resequencing on 30 individuals. These data were then compared with published whole-genome resequencing data from 432 cattle globally. The results indicate that the genetic structure of NY cattle is significantly different from European commercial breeds and is more similar to North-Central Chinese breeds. Furthermore, among all breeds, NY cattle exhibit the highest genetic diversity and the lowest population inbreeding levels. A genome-wide selection signal analysis of NY cattle and European commercial breeds using Fst, θπ-ratio, and θπ methods revealed significant selection signals in genes associated with reproductive performance and immunity. Our functional annotation analysis suggests that these genes may be responsible for reproduction (
,
, and
), immune response (
,
, and
), and olfaction (
). We provide a comprehensive overview of sequence variations in the NY cattle genome, revealing insights into the population structure and genetic diversity of NY cattle. Additionally, we identify candidate genes associated with important economic traits, offering valuable references for future conservation and breeding efforts of NY cattle.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>38540410</pmid><doi>10.3390/genes15030351</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2073-4425 |
ispartof | Genes, 2024-03, Vol.15 (3), p.351 |
issn | 2073-4425 2073-4425 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10970060 |
source | NCBI_PubMed Central(免费); Publicly Available Content Database |
subjects | Adaptability Agricultural production Animal genetics Animals Beef cattle Biological diversity Cattle Cattle - genetics Disease resistance DNA sequencing Fertility Genes Genetic diversity Genetic structure Genome - genetics Genomes Genomics HSF1 protein Humans Immune response Inbreeding Meat quality Nucleotide sequence Nucleotide sequencing Olfaction Pax5 protein Phenotype Phylogenetics Population genetics Population structure Quality control Sequence Analysis, DNA Software Whole genome sequencing Whole Genome Sequencing - methods |
title | Population Structure and Selection Signal Analysis of Nanyang Cattle Based on Whole-Genome Sequencing Data |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-25T08%3A42%3A42IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Population%20Structure%20and%20Selection%20Signal%20Analysis%20of%20Nanyang%20Cattle%20Based%20on%20Whole-Genome%20Sequencing%20Data&rft.jtitle=Genes&rft.au=Zhang,%20Yan&rft.date=2024-03-11&rft.volume=15&rft.issue=3&rft.spage=351&rft.pages=351-&rft.issn=2073-4425&rft.eissn=2073-4425&rft_id=info:doi/10.3390/genes15030351&rft_dat=%3Cgale_pubme%3EA788247597%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c439t-c6ee0b073626455db824690d38698a5ff8d74c08b2ebafd4b337c3d943cbbbdd3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3001523205&rft_id=info:pmid/38540410&rft_galeid=A788247597&rfr_iscdi=true |