Academic Journal
Kangayam and Tharparkar cattle exhibit higher duplications in innate immune genes compared to Sahiwal, Gir, Karan Fries, and Holstein Friesian: insights from an array comparative genomic hybridization.
| Title: | Kangayam and Tharparkar cattle exhibit higher duplications in innate immune genes compared to Sahiwal, Gir, Karan Fries, and Holstein Friesian: insights from an array comparative genomic hybridization. |
|---|---|
| Authors: | Roshan M; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India., Vats A; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India., Bajwa KK; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India., Sharma S; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India., Thambiraja M; Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, 613401, India., Sodhi M; Animal Biotechnology Division, ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India., Singh D; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India. drdheer.singh@gmail.com., Yennamalli RM; Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, 613401, India. ragothaman@scbt.sastra.ac.in., Onteru SK; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India. suneelvet@gmail.com. |
| Source: | Mammalian genome : official journal of the International Mammalian Genome Society [Mamm Genome] 2025 Sep; Vol. 36 (3), pp. 812-826. Date of Electronic Publication: 2025 May 31. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Language: | English |
| Journal Info: | Publisher: Springer-Verlag Country of Publication: United States NLM ID: 9100916 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1777 (Electronic) Linking ISSN: 09388990 NLM ISO Abbreviation: Mamm Genome Subsets: MEDLINE |
| Imprint Name(s): | Publication: New York, NY : Springer-Verlag Original Publication: New York, NY, USA : Springer International, c1991- |
| MeSH Terms: | Immunity, Innate*/genetics , Comparative Genomic Hybridization* , Gene Duplication*, Cattle/genetics ; Cattle/immunology ; Animals ; DNA Copy Number Variations ; India ; Breeding |
| Abstract: | Innate immunity, the primary defence mechanism, encompasses a range of protective processes like anatomical barriers, cytokine secretion, and the action of various immune cells. Cattle breeds might differ in these processes because of their genetic differences such as copy number variations (CNVs). Therefore, the present investigation employed an array comparative genomic hybridisation (aCGH) approach on breed representative pooled DNA samples to evaluate CNVs across six cattle breeds: four indigenous Indian breeds, Kangayam (KNG), Tharparkar (TP), Sahiwal (SW), Gir (GIR), one crossbred Karan Fries (KF), and one exotic breed, Holstein Friesian (HF). In aCGH, HF DNA was used as control, while test DNA was from the other breeds. Each pooled test DNA sample was a representative of 18 animals belonging to three distinct geographical locations of India. The study using Aberration Detection Method 2 (ADM-2) of Agilent Genomic Workbench revealed the highest number of duplications in KNG (1189 genes), followed by TP (534 genes), and the greatest number of deletions in SW (774 genes). Among these genes, 183 and 76 innate immune genes with hub genes TGF-β1, CD79A, and IL4 showed duplications in KNG and TP, respectively. In SW, 113 innate immune genes with hub genes PSMC5, MAPK1, and AXIN1 showed deletions. In contrast, KF and HF showed no genes with deletions and fewer duplicated innate immunity genes, reflecting either lower genetic variability in their immune gene repertoire or a potential bias due to HF DNA as a control in aCGH. Functional enrichment of innate immune genes revealed duplications in KNG enriched in interleukin-1 receptor (IL1R) activity (p = 9.9 × 10-3) and nucleobase metabolism (p = 2.88 × 10⁻11), while duplications in TP were linked to DNA-binding transcription factor activity (p = 2.34 × 10⁻14). The KEGG pathway analysis highlighted Th17 cell differentiation (p = 1.3 × 10⁻4) in KNG and Hippo signalling (p = 3.7 × 10-2) in TP. Overall, these findings highlight the importance of genetic diversity in shaping innate immunity in indigenous Indian cattle breeds, favouring a balanced crossbreeding to sustain the Indian dairy sector. (© 2025. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.) |
| Competing Interests: | Declarations. Competing interest: The authors declare no competing interests. |
| References: | J Cardiovasc Transl Res. 2011 Jun;4(3):271-80. (PMID: 21360310) Cell Signal. 2025 Mar;127:111616. (PMID: 39848456) Fac Rev. 2021 Sep 07;10:71. (PMID: 34557875) Genomics. 2020 Jan;112(1):831-836. (PMID: 31145994) Sci Rep. 2021 Aug 26;11(1):17227. (PMID: 34446770) J Biol Chem. 2017 Jul 7;292(27):11413-11422. (PMID: 28515320) Front Vet Sci. 2023 Mar 31;10:1148070. (PMID: 37065216) Genes (Basel). 2024 Mar 18;15(3):. (PMID: 38540431) Funct Integr Genomics. 2012 Mar;12(1):81-92. (PMID: 21928070) Int J Mol Sci. 2017 Mar 10;18(3):. (PMID: 28287439) Drug Discov Today. 2008 Sep;13(17-18):760-70. (PMID: 18617013) Arch Pathol Lab Med. 2017 Jun;141(6):751-758. (PMID: 28557599) Nucleic Acids Res. 2022 Jul 5;50(W1):W216-W221. (PMID: 35325185) Nucleic Acids Res. 2013 Jan;41(Database issue):D1228-33. (PMID: 23180781) J Allergy Clin Immunol. 2010 Feb;125(2 Suppl 2):S24-32. (PMID: 19932920) Anim Biotechnol. 2023 Dec;34(8):3483-3494. (PMID: 36592947) Signal Transduct Target Ther. 2022 Nov 8;7(1):376. (PMID: 36347846) Front Vet Sci. 2022 Sep 23;9:1008497. (PMID: 36213405) Metabolites. 2023 Sep 19;13(9):. (PMID: 37755303) Front Immunol. 2023 Feb 14;14:1120331. (PMID: 36865539) Exp Parasitol. 2014 Feb;137:25-34. (PMID: 24333790) Nucleic Acids Res. 2023 Jul 5;51(W1):W207-W212. (PMID: 37144459) Front Immunol. 2024 Mar 01;15:1279920. (PMID: 38495890) Front Genet. 2022 Feb 11;12:747431. (PMID: 35222511) Inflamm Res. 2021 Feb;70(2):193-203. (PMID: 33474594) Proc Natl Acad Sci U S A. 2005 Mar 22;102(12):4252-7. (PMID: 15755808) Front Microbiol. 2016 Feb 24;7:183. (PMID: 26941717) Nucleic Acids Res. 2023 Jan 6;51(D1):D638-D646. (PMID: 36370105) Sci Signal. 2016 Jun 21;9(433):ra63. (PMID: 27330190) Semin Cell Dev Biol. 2021 Jul;115:27-36. (PMID: 33386235) Redox Biol. 2020 Oct;37:101759. (PMID: 33086106) Nat Rev Microbiol. 2022 Nov;20(11):657-670. (PMID: 35641670) Front Mol Neurosci. 2024 Jan 11;16:1334370. (PMID: 38273937) Gene. 2022 Jul 1;830:146510. (PMID: 35447249) Animals (Basel). 2023 Aug 03;13(15):. (PMID: 37570321) J Autoimmun. 2015 Jun;60:1-11. (PMID: 25998834) Vet Immunol Immunopathol. 2012 Jul 15;148(1-2):178-89. (PMID: 22482839) Cell Mol Gastroenterol Hepatol. 2023;15(3):689-715. (PMID: 36356835) Front Pharmacol. 2024 Feb 12;15:1274209. (PMID: 38410129) Dis Markers. 2023 Feb 16;2023:7787803. (PMID: 36845015) PLoS One. 2015 Nov 24;10(11):e0142979. (PMID: 26599209) Front Immunol. 2021 Jun 29;12:643206. (PMID: 34267745) Front Vet Sci. 2020 Dec 02;7:609443. (PMID: 33344537) Immunity. 2008 Apr;28(4):454-67. (PMID: 18400188) Front Immunol. 2023 Jun 19;14:1187890. (PMID: 37404813) PLoS One. 2022 Dec 7;17(12):e0278313. (PMID: 36477266) Bioinformatics. 2005 Dec 15;21(24):4378-83. (PMID: 16234321) Front Immunol. 2023 Mar 20;14:1115794. (PMID: 37020554) |
| Grant Information: | F. 572 No. NASF/SUTRA-02/2022-23/50 Indian Council of Agricultural Research-National Agricultural Science Fund (ICAR-NASF) |
| Entry Date(s): | Date Created: 20250531 Date Completed: 20250904 Latest Revision: 20261010 |
| Update Code: | 20261010 |
| DOI: | 10.1007/s00335-025-10136-w |
| PMID: | 40448838 |
| Database: | MEDLINE |
| FullText | Links: – Type: other Url: https://resolver.ebsco.com:443/public/rma-ftfapi/ejs/direct?AccessToken=4962AEF3CB77BEB5D8D0&Show=Object Text: Availability: 0 CustomLinks: – Url: https://dx.doi.org/doi:10.1007/s00335-025-10136-w Name: EDS - Springer Nature Journals (s7799221) Category: fullText Text: View record at Springer |
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| Header | DbId: cmedm DbLabel: MEDLINE An: 40448838 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Kangayam and Tharparkar cattle exhibit higher duplications in innate immune genes compared to Sahiwal, Gir, Karan Fries, and Holstein Friesian: insights from an array comparative genomic hybridization. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Roshan+M%22">Roshan M</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India.<br /><searchLink fieldCode="AU" term="%22Vats+A%22">Vats A</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India.<br /><searchLink fieldCode="AU" term="%22Bajwa+KK%22">Bajwa KK</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India.<br /><searchLink fieldCode="AU" term="%22Sharma+S%22">Sharma S</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India.<br /><searchLink fieldCode="AU" term="%22Thambiraja+M%22">Thambiraja M</searchLink>; Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, 613401, India.<br /><searchLink fieldCode="AU" term="%22Sodhi+M%22">Sodhi M</searchLink>; Animal Biotechnology Division, ICAR - National Bureau of Animal Genetic Resources, Karnal, Haryana, 132001, India.<br /><searchLink fieldCode="AU" term="%22Singh+D%22">Singh D</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India. drdheer.singh@gmail.com.<br /><searchLink fieldCode="AU" term="%22Yennamalli+RM%22">Yennamalli RM</searchLink>; Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, 613401, India. ragothaman@scbt.sastra.ac.in.<br /><searchLink fieldCode="AU" term="%22Onteru+SK%22">Onteru SK</searchLink>; Animal Biochemistry Division, Functional Genomics and Systems Biology Laboratory, ICAR - National Dairy Research Institute, Karnal, Haryana, 132001, India. suneelvet@gmail.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229100916%22">Mammalian genome : official journal of the International Mammalian Genome Society</searchLink> [Mamm Genome] 2025 Sep; Vol. 36 (3), pp. 812-826. <i>Date of Electronic Publication: </i>2025 May 31. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, Non-U.S. Gov't – Name: Language Label: Language Group: Lang Data: English – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer-Verlag%22">Springer-Verlag </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9100916 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1777 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209388990%22">09388990 </searchLink><i>NLM ISO Abbreviation: </i>Mamm Genome <i>Subsets: </i>MEDLINE – Name: PublisherInfo Label: Imprint Name(s) Group: PubInfo Data: <i>Publication</i>: New York, NY : Springer-Verlag<br /><i>Original Publication</i>: New York, NY, USA : Springer International, c1991- – Name: SubjectMESH Label: MeSH Terms Group: Su Data: <searchLink fieldCode="MM" term="%22Immunity%2C+Innate%22">Immunity, Innate*</searchLink>/<searchLink fieldCode="MM" term="%22Immunity%2C+Innate+genetics%22">genetics</searchLink> <br /><searchLink fieldCode="MM" term="%22Comparative+Genomic+Hybridization%22">Comparative Genomic Hybridization*</searchLink> <br /><searchLink fieldCode="MM" term="%22Gene+Duplication%22">Gene Duplication*</searchLink><br /><searchLink fieldCode="MH" term="%22Cattle%22">Cattle</searchLink>/<searchLink fieldCode="MH" term="%22Cattle+genetics%22">genetics</searchLink> ; <searchLink fieldCode="MH" term="%22Cattle%22">Cattle</searchLink>/<searchLink fieldCode="MH" term="%22Cattle+immunology%22">immunology</searchLink> ; <searchLink fieldCode="MH" term="%22Animals%22">Animals</searchLink> ; <searchLink fieldCode="MH" term="%22DNA+Copy+Number+Variations%22">DNA Copy Number Variations</searchLink> ; <searchLink fieldCode="MH" term="%22India%22">India</searchLink> ; <searchLink fieldCode="MH" term="%22Breeding%22">Breeding</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Innate immunity, the primary defence mechanism, encompasses a range of protective processes like anatomical barriers, cytokine secretion, and the action of various immune cells. Cattle breeds might differ in these processes because of their genetic differences such as copy number variations (CNVs). Therefore, the present investigation employed an array comparative genomic hybridisation (aCGH) approach on breed representative pooled DNA samples to evaluate CNVs across six cattle breeds: four indigenous Indian breeds, Kangayam (KNG), Tharparkar (TP), Sahiwal (SW), Gir (GIR), one crossbred Karan Fries (KF), and one exotic breed, Holstein Friesian (HF). In aCGH, HF DNA was used as control, while test DNA was from the other breeds. Each pooled test DNA sample was a representative of 18 animals belonging to three distinct geographical locations of India. The study using Aberration Detection Method 2 (ADM-2) of Agilent Genomic Workbench revealed the highest number of duplications in KNG (1189 genes), followed by TP (534 genes), and the greatest number of deletions in SW (774 genes). Among these genes, 183 and 76 innate immune genes with hub genes TGF-β1, CD79A, and IL4 showed duplications in KNG and TP, respectively. In SW, 113 innate immune genes with hub genes PSMC5, MAPK1, and AXIN1 showed deletions. In contrast, KF and HF showed no genes with deletions and fewer duplicated innate immunity genes, reflecting either lower genetic variability in their immune gene repertoire or a potential bias due to HF DNA as a control in aCGH. Functional enrichment of innate immune genes revealed duplications in KNG enriched in interleukin-1 receptor (IL1R) activity (p = 9.9 × 10<superscript>-3</superscript>) and nucleobase metabolism (p = 2.88 × 10⁻<superscript>11</superscript>), while duplications in TP were linked to DNA-binding transcription factor activity (p = 2.34 × 10⁻<superscript>14</superscript>). The KEGG pathway analysis highlighted Th17 cell differentiation (p = 1.3 × 10⁻<superscript>4</superscript>) in KNG and Hippo signalling (p = 3.7 × 10<superscript>-2</superscript>) in TP. Overall, these findings highlight the importance of genetic diversity in shaping innate immunity in indigenous Indian cattle breeds, favouring a balanced crossbreeding to sustain the Indian dairy sector.<br /> (© 2025. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.) – Name: Abstract Label: Competing Interests Group: Ab Data: Declarations. Competing interest: The authors declare no competing interests. – Name: Ref Label: References Group: RefInfo Data: J Cardiovasc Transl Res. 2011 Jun;4(3):271-80. (PMID: <searchLink fieldCode="PM" term="%2221360310%22">21360310)</searchLink><br />Cell Signal. 2025 Mar;127:111616. (PMID: <searchLink fieldCode="PM" term="%2239848456%22">39848456)</searchLink><br />Fac Rev. 2021 Sep 07;10:71. (PMID: <searchLink fieldCode="PM" term="%2234557875%22">34557875)</searchLink><br />Genomics. 2020 Jan;112(1):831-836. (PMID: <searchLink fieldCode="PM" term="%2231145994%22">31145994)</searchLink><br />Sci Rep. 2021 Aug 26;11(1):17227. (PMID: <searchLink fieldCode="PM" term="%2234446770%22">34446770)</searchLink><br />J Biol Chem. 2017 Jul 7;292(27):11413-11422. (PMID: <searchLink fieldCode="PM" term="%2228515320%22">28515320)</searchLink><br />Front Vet Sci. 2023 Mar 31;10:1148070. (PMID: <searchLink fieldCode="PM" term="%2237065216%22">37065216)</searchLink><br />Genes (Basel). 2024 Mar 18;15(3):. (PMID: <searchLink fieldCode="PM" term="%2238540431%22">38540431)</searchLink><br />Funct Integr Genomics. 2012 Mar;12(1):81-92. (PMID: <searchLink fieldCode="PM" term="%2221928070%22">21928070)</searchLink><br />Int J Mol Sci. 2017 Mar 10;18(3):. (PMID: <searchLink fieldCode="PM" term="%2228287439%22">28287439)</searchLink><br />Drug Discov Today. 2008 Sep;13(17-18):760-70. (PMID: <searchLink fieldCode="PM" term="%2218617013%22">18617013)</searchLink><br />Arch Pathol Lab Med. 2017 Jun;141(6):751-758. (PMID: <searchLink fieldCode="PM" term="%2228557599%22">28557599)</searchLink><br />Nucleic Acids Res. 2022 Jul 5;50(W1):W216-W221. (PMID: <searchLink fieldCode="PM" term="%2235325185%22">35325185)</searchLink><br />Nucleic Acids Res. 2013 Jan;41(Database issue):D1228-33. (PMID: <searchLink fieldCode="PM" term="%2223180781%22">23180781)</searchLink><br />J Allergy Clin Immunol. 2010 Feb;125(2 Suppl 2):S24-32. (PMID: <searchLink fieldCode="PM" term="%2219932920%22">19932920)</searchLink><br />Anim Biotechnol. 2023 Dec;34(8):3483-3494. (PMID: <searchLink fieldCode="PM" term="%2236592947%22">36592947)</searchLink><br />Signal Transduct Target Ther. 2022 Nov 8;7(1):376. (PMID: <searchLink fieldCode="PM" term="%2236347846%22">36347846)</searchLink><br />Front Vet Sci. 2022 Sep 23;9:1008497. (PMID: <searchLink fieldCode="PM" term="%2236213405%22">36213405)</searchLink><br />Metabolites. 2023 Sep 19;13(9):. (PMID: <searchLink fieldCode="PM" term="%2237755303%22">37755303)</searchLink><br />Front Immunol. 2023 Feb 14;14:1120331. (PMID: <searchLink fieldCode="PM" term="%2236865539%22">36865539)</searchLink><br />Exp Parasitol. 2014 Feb;137:25-34. (PMID: <searchLink fieldCode="PM" term="%2224333790%22">24333790)</searchLink><br />Nucleic Acids Res. 2023 Jul 5;51(W1):W207-W212. (PMID: <searchLink fieldCode="PM" term="%2237144459%22">37144459)</searchLink><br />Front Immunol. 2024 Mar 01;15:1279920. (PMID: <searchLink fieldCode="PM" term="%2238495890%22">38495890)</searchLink><br />Front Genet. 2022 Feb 11;12:747431. (PMID: <searchLink fieldCode="PM" term="%2235222511%22">35222511)</searchLink><br />Inflamm Res. 2021 Feb;70(2):193-203. (PMID: <searchLink fieldCode="PM" term="%2233474594%22">33474594)</searchLink><br />Proc Natl Acad Sci U S A. 2005 Mar 22;102(12):4252-7. (PMID: <searchLink fieldCode="PM" term="%2215755808%22">15755808)</searchLink><br />Front Microbiol. 2016 Feb 24;7:183. (PMID: <searchLink fieldCode="PM" term="%2226941717%22">26941717)</searchLink><br />Nucleic Acids Res. 2023 Jan 6;51(D1):D638-D646. (PMID: <searchLink fieldCode="PM" term="%2236370105%22">36370105)</searchLink><br />Sci Signal. 2016 Jun 21;9(433):ra63. (PMID: <searchLink fieldCode="PM" term="%2227330190%22">27330190)</searchLink><br />Semin Cell Dev Biol. 2021 Jul;115:27-36. (PMID: <searchLink fieldCode="PM" term="%2233386235%22">33386235)</searchLink><br />Redox Biol. 2020 Oct;37:101759. (PMID: <searchLink fieldCode="PM" term="%2233086106%22">33086106)</searchLink><br />Nat Rev Microbiol. 2022 Nov;20(11):657-670. (PMID: <searchLink fieldCode="PM" term="%2235641670%22">35641670)</searchLink><br />Front Mol Neurosci. 2024 Jan 11;16:1334370. (PMID: <searchLink fieldCode="PM" term="%2238273937%22">38273937)</searchLink><br />Gene. 2022 Jul 1;830:146510. (PMID: <searchLink fieldCode="PM" term="%2235447249%22">35447249)</searchLink><br />Animals (Basel). 2023 Aug 03;13(15):. (PMID: <searchLink fieldCode="PM" term="%2237570321%22">37570321)</searchLink><br />J Autoimmun. 2015 Jun;60:1-11. (PMID: <searchLink fieldCode="PM" term="%2225998834%22">25998834)</searchLink><br />Vet Immunol Immunopathol. 2012 Jul 15;148(1-2):178-89. (PMID: <searchLink fieldCode="PM" term="%2222482839%22">22482839)</searchLink><br />Cell Mol Gastroenterol Hepatol. 2023;15(3):689-715. (PMID: <searchLink fieldCode="PM" term="%2236356835%22">36356835)</searchLink><br />Front Pharmacol. 2024 Feb 12;15:1274209. (PMID: <searchLink fieldCode="PM" term="%2238410129%22">38410129)</searchLink><br />Dis Markers. 2023 Feb 16;2023:7787803. (PMID: <searchLink fieldCode="PM" term="%2236845015%22">36845015)</searchLink><br />PLoS One. 2015 Nov 24;10(11):e0142979. (PMID: <searchLink fieldCode="PM" term="%2226599209%22">26599209)</searchLink><br />Front Immunol. 2021 Jun 29;12:643206. (PMID: <searchLink fieldCode="PM" term="%2234267745%22">34267745)</searchLink><br />Front Vet Sci. 2020 Dec 02;7:609443. (PMID: <searchLink fieldCode="PM" term="%2233344537%22">33344537)</searchLink><br />Immunity. 2008 Apr;28(4):454-67. (PMID: <searchLink fieldCode="PM" term="%2218400188%22">18400188)</searchLink><br />Front Immunol. 2023 Jun 19;14:1187890. (PMID: <searchLink fieldCode="PM" term="%2237404813%22">37404813)</searchLink><br />PLoS One. 2022 Dec 7;17(12):e0278313. (PMID: <searchLink fieldCode="PM" term="%2236477266%22">36477266)</searchLink><br />Bioinformatics. 2005 Dec 15;21(24):4378-83. (PMID: <searchLink fieldCode="PM" term="%2216234321%22">16234321)</searchLink><br />Front Immunol. 2023 Mar 20;14:1115794. (PMID: <searchLink fieldCode="PM" term="%2237020554%22">37020554)</searchLink> – Name: GrantInfo Label: Grant Information Group: Grant Data: F. 572 No. NASF/SUTRA-02/2022-23/50 Indian Council of Agricultural Research-National Agricultural Science Fund (ICAR-NASF) – Name: DateEntry Label: Entry Date(s) Group: Date Data: <i>Date Created: </i>20250531 <i>Date Completed: </i>20250904 <i>Latest Revision: </i>20261010 – Name: DateUpdate Label: Update Code Group: Date Data: 20261010 – Name: DOI Label: DOI Group: ID Data: 10.1007/s00335-025-10136-w – Name: AN Label: PMID Group: ID Data: 40448838 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00335-025-10136-w Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 812 Subjects: – SubjectFull: Cattle genetics Type: general – SubjectFull: Cattle immunology Type: general – SubjectFull: Animals Type: general – SubjectFull: DNA Copy Number Variations Type: general – SubjectFull: India Type: general – SubjectFull: Breeding Type: general – SubjectFull: Immunity, Innate genetics Type: general – SubjectFull: Comparative Genomic Hybridization Type: general – SubjectFull: Gene Duplication Type: general Titles: – TitleFull: Kangayam and Tharparkar cattle exhibit higher duplications in innate immune genes compared to Sahiwal, Gir, Karan Fries, and Holstein Friesian: insights from an array comparative genomic hybridization. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Roshan M – PersonEntity: Name: NameFull: Vats A – PersonEntity: Name: NameFull: Bajwa KK – PersonEntity: Name: NameFull: Sharma S – PersonEntity: Name: NameFull: Thambiraja M – PersonEntity: Name: NameFull: Sodhi M – PersonEntity: Name: NameFull: Singh D – PersonEntity: Name: NameFull: Yennamalli RM – PersonEntity: Name: NameFull: Onteru SK IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 09 Text: 2025 Sep Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1432-1777 Numbering: – Type: volume Value: 36 – Type: issue Value: 3 Titles: – TitleFull: Mammalian genome : official journal of the International Mammalian Genome Society Type: main |
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