Cross-Species Analysis of Transcriptomic Response to Alpha-Herpesvirus Infection in Human, Bovine and Equine Cells.
Abstract: Comparative transcriptomics offers a powerful approach to elucidate host-virus interactions across related pathogens, yet systematic evaluations across species-matched cellular systems remain limited. We performed a cross-species RNA sequencing analysis of respective species' cells infected with three alphaherpesviruses-herpes simplex virus 1 (HSV-1), bovine alphaherpesvirus 1 (BHV-1), and equid alphaherpesvirus 1 (EHV-1)-to dissect conserved and virus-specific transcriptional responses. We show that certain orthologous genes and orthologous pathways are differentially regulated upon infection among the three species like pathways related to translation rRNA processing and TNF-alpha signalling. We find that the earliest sampled timepoint of infection, 2 h post infection (hpi), shows the most commonly enriched pathways among the three species compared to later timepoints. At 6 h and 9 h post infection, BHV-1- and EHV-1 infections have more in common with each other in terms of enriched pathways than with HSV-1 infections. Moreover, we provide a comprehensive analysis of temporal viral gene expression for all three herpesviruses. Together, these findings provide a comparative framework for understanding alphaherpevirus-host interactions and reveal both conserved core responses and species-specific transcriptional signatures. This work establishes a foundation for identifying broadly acting antiviral targets as well as virus-specific vulnerabilities that may inform host-directed therapies and cross-species disease management.
Publication Date: 2026-01-27 PubMed ID: 41683687PubMed Central: PMC12898550DOI: 10.3390/ijms27031261Google Scholar: Lookup
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
- Journal Article
Summary
This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.
Overview
- This study compares how cells from humans, cattle, and horses respond to infection by different but related alphaherpesviruses at the gene expression level.
- The research identifies both shared and unique cellular responses across species and viruses, offering insights into virus-host interactions and potential antiviral strategies.
Introduction to the Study
- Alphaherpesviruses are a group of related viruses that infect different species: HSV-1 in humans, BHV-1 in cattle, and EHV-1 in horses.
- Understanding host responses across species can reveal conserved mechanisms the viruses exploit or trigger and highlight species-specific pathways important for infection outcomes.
- Comparative transcriptomics, the study of gene expression changes across species, helps elucidate these mechanisms but had not been systematically performed using matched cellular models for these viruses before.
Methodology
- Researchers infected species-specific cells (human, bovine, and equine) with their respective alphaherpesvirus (HSV-1, BHV-1, and EHV-1).
- RNA sequencing (RNA-seq) was used to measure changes in the mRNA levels of genes at multiple time points after infection (2 hours, 6 hours, and 9 hours post infection).
- Comparisons were made across the different species to identify orthologous genes (genes in different species that evolved from a common ancestral gene) and pathways responding to infection.
- Temporal viral gene expression was also analyzed to examine differences and similarities in viral activity over time.
Key Findings
- Common Early Response: At the earliest timepoint (2 hours post-infection), many pathways were commonly enriched across all three species, indicating a conserved initial cellular response to alphaherpesvirus infection.
- Pathways Involved: Shared responses involved pathways related to translation (protein synthesis), rRNA processing (important for ribosome function), and TNF-alpha signaling (a key inflammatory response).
- Divergence Over Time: By 6 and 9 hours post-infection, the transcriptional responses diverged, with bovine and equine cells showing more similar pathway enrichment to each other than to human cells.
- Species-Specific Responses: Some genes and pathways were regulated differently depending on the virus and the host species, highlighting unique host-virus dynamics.
- Viral Gene Expression Dynamics: The study also mapped how viral genes progressed over time in infected cells, providing insight into viral life cycles and replication processes in different hosts.
Significance of the Research
- Identifies core, conserved host responses that could serve as broad-spectrum antiviral targets effective against multiple alphaherpesviruses and hosts.
- Sheds light on species-specific viral vulnerabilities which could inform tailored antiviral therapies for different animals, improving disease management across species.
- Offers a valuable comparative framework for future research into alphaherpesvirus biology and host-pathogen interaction mechanisms.
- Supports development of host-directed therapies that modulate the host response rather than targeting the virus directly, potentially reducing resistance.
Cite This Article
APA
Schmitz M, Neugebauer E, Full F, Conn KL.
(2026).
Cross-Species Analysis of Transcriptomic Response to Alpha-Herpesvirus Infection in Human, Bovine and Equine Cells.
Int J Mol Sci, 27(3), 1261.
https://doi.org/10.3390/ijms27031261 Publication
Researcher Affiliations
- Institute of Virology, Medical Center, University of Freiburg, 79104 Freiburg, Germany.
- Institute of Virology, Medical Center, University of Freiburg, 79104 Freiburg, Germany.
- Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, 79104 Freiburg, Germany.
- Faculty of Biology, University of Freiburg, 79104 Freiburg, Germany.
- Institute of Virology, Medical Center, University of Freiburg, 79104 Freiburg, Germany.
- German Consulting Laboratory for HSV and VZV, Medical Center, University of Freiburg, 79104 Freiburg, Germany.
- Department of Veterinary Microbiology, Western College of Veterinary Medicine, University of Saskatchewan, Saskatoon, SK S7N 5B4, Canada.
MeSH Terms
- Animals
- Cattle
- Horses
- Transcriptome
- Humans
- Herpesviridae Infections / genetics
- Herpesviridae Infections / virology
- Alphaherpesvirinae / genetics
- Gene Expression Profiling
- Host-Pathogen Interactions / genetics
- Herpesvirus 1, Human / genetics
- Herpesvirus 1, Bovine / genetics
- Species Specificity
- Cell Line
- Herpesvirus 1, Equid / genetics
Grant Funding
- BMBF 01KI2017 / Bundesministerium für Forschung, Technologie und Raumfahrt
Conflict of Interest Statement
The authors declare no conflicts of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
References
This article includes 84 references
- Kuny CV, Szpara ML. Alphaherpesvirus Genomics: Past, Present and Future. Curr. Issues Mol. Biol. 2021;42:41–80.
- McGeoch DJ, Cook S, Dolan A, Jamieson FE, Telford EA. Molecular Phylogeny and Evolutionary Timescale for the Family of Mammalian Herpesviruses. J. Mol. Biol. 1995;247:443–458.
- Davison AJ, Eberle R, Ehlers B, Hayward GS, McGeoch DJ, Minson AC, Pellett PE, Roizman B, Studdert MJ, Thiry E. The Order Herpesvirales. Arch. Virol. 2009;154:171–177.
- Tikoo SK, Campos M, Babiuk LA. Bovine Herpesvirus 1 (BHV-1): Biology, Pathogenesis, and Control. Adv. Virus Res. 1995;45:191–223.
- Jones C, Chowdhury S. Bovine Herpesvirus Type 1 (BHV-1) Is an Important Cofactor in the Bovine Respiratory Disease Complex. Vet. Clin. N. Am. Food Anim. Pract. 2010;26:303–321.
- Ackermann M, Engels M. Pro and Contra IBR-Eradication. Vet. Microbiol. 2006;113:293–302.
- Muylkens B, Thiry J, Kirten P, Schynts F, Thiry E. Bovine Herpesvirus 1 Infection and Infectious Bovine Rhinotracheitis. Vet. Res. 2007;38:181–209.
- Griffin D. Bovine Pasteurellosis and Other Bacterial Infections of the Respiratory Tract. Vet. Clin. N. Am. Food Anim. Pract. 2010;26:57–71.
- Kahrs RF. Infectious Bovine Rhinotracheitis: A Review and Update. J. Am. Vet. Med. Assoc. 1977;171:1055–1064.
- Miller JM, van der Maaten MJ. Reproductive Tract Lesions in Heifers after Intrauterine Inoculation with Infectious Bovine Rhinotracheitis Virus. Am. J. Vet. Res. 1984;45:790–794.
- Jones C. Latency of Bovine Herpesvirus 1 (BoHV-1) in Sensory Neurons. .
- van Oirschot JT. Bovine Herpesvirus 1 in Semen of Bulls and the Risk of Transmission: A Brief Review. Vet. Q. 1995;17:29–33.
- Ostler JB, Jones C. The Bovine Herpesvirus 1 Latency-Reactivation Cycle, a Chronic Problem in the Cattle Industry. Viruses 2023;15:552.
- Toomer G, Workman A, Harrison KS, Stayton E, Hoyt PR, Jones C. Stress Triggers Expression of Bovine Herpesvirus 1 Infected Cell Protein 4 (bICP4) RNA during Early Stages of Reactivation from Latency in Pharyngeal Tonsil. J. Virol. 2022;96:e0101022.
- El-Mayet F, Jones C. Stress Can Induce Bovine Alpha-Herpesvirus 1 (BoHV-1) Reactivation from Latency. Viruses 2024;16:1675.
- Pusterla N, Hussey GS, Goehring LS. Equine Herpesvirus-1 Myeloencephalopathy. Vet. Clin. N. Am. Equine Pract. 2022;38:339–362.
- Lunn DP, Burgess BA, Dorman DC, Goehring LS, Gross P, Osterrieder K, Pusterla N, Soboll Hussey G. Updated ACVIM Consensus Statement on Equine Herpesvirus-1. J. Vet. Intern. Med. 2024;38:1290–1299.
- Goehring LS, van Maanen C, Berendsen M, Cullinane A, de Groot RJ, Rottier PJM, Wesselingh JJCM, van Oldruitenborgh-Oosterbaan MMS. Experimental Infection with Neuropathogenic Equid Herpesvirus Type 1 (EHV-1) in Adult Horses. Vet. J. 2010;186:180–187.
- Edington N, Welch HM, Griffiths L. The Prevalence of Latent Equid Herpesviruses in the Tissues of 40 Abattoir Horses. Equine Vet. J. 1994;26:140–142.
- Slater JD, Borchers K, Thackray AM, Field HJ. The Trigeminal Ganglion Is a Location for Equine Herpesvirus 1 Latency and Reactivation in the Horse. J. Gen. Virol. 1994;75:2007–2016.
- Edington N, Bridges CG, Patel JR. Endothelial Cell Infection and Thrombosis in Paralysis Caused by Equid Herpesvirus-1: Equine Stroke. Arch. Virol. 1986;90:111–124.
- Ma G, Azab W, Osterrieder N. Equine Herpesviruses Type 1 (EHV-1) and 4 (EHV-4)--Masters of Co-Evolution and a Constant Threat to Equids and beyond. Vet. Microbiol. 2013;167:123–134.
- Goodman LB, Wagner B, Flaminio MJB, Sussman KH, Metzger SM, Holland R, Osterrieder N. Comparison of the Efficacy of Inactivated Combination and Modified-Live Virus Vaccines against Challenge Infection with Neuropathogenic Equine Herpesvirus Type 1 (EHV-1). Vaccine 2006;24:3636–3645.
- Szpara ML, Gatherer D, Ochoa A, Greenbaum B, Dolan A, Bowden RJ, Enquist LW, Legendre M, Davison AJ. Evolution and Diversity in Human Herpes Simplex Virus Genomes. J. Virol. 2014;88:1209–1227.
- Jiang B, Wang J, Liu W, Cheng J, Xu J, Cao M, Li Y. Comparative Transcriptome Analysis of MDBK Cells Reveals That BoIFN-γ Augmented Host Immune Responses to Bovine Herpesvirus 1 Infection. Front. Microbiol. 2022;13:973278.
- Rutkowski AJ, Erhard F, L’Hernault A, Bonfert T, Schilhabel M, Crump C, Rosenstiel P, Efstathiou S, Zimmer R, Friedel CC. Widespread Disruption of Host Transcription Termination in HSV-1 Infection. Nat. Commun. 2015;6:7126.
- Tombácz D, Balázs Z, Csabai Z, Snyder M, Boldogkői Z. Long-Read Sequencing Revealed an Extensive Transcript Complexity in Herpesviruses. Front. Genet. 2018;9:259.
- Dong K, Chang S, Xie Q, Black-Pyrkosz A, Zhang H. Comparative Transcriptomics of Genetically Divergent Lines of Chickens in Response to Marek’s Disease Virus Challenge at Cytolytic Phase. PLoS ONE 2017;12:e0178923.
- Cheng R, Li Y, Chen Y, Zhang M, Hu Q, Liu Y. Comparative Transcriptomics Analyses Identify DDX43 as a Cellular Regulator Involved in Suppressing HSV-2 Replication. Viruses 2025;17:1366.
- Maróti Z, Tombácz D, Moldován N, Torma G, Jefferson VA, Csabai Z, Gulyás G, Dörmő Á, Boldogkői M, Kalmár T. Time Course Profiling of Host Cell Response to Herpesvirus Infection Using Nanopore and Synthetic Long-Read Transcriptome Sequencing. Sci. Rep. 2021;11:14219.
- Tombácz D, Maróti Z, Oláh P, Dörmő Á, Gulyás G, Kalmár T, Csabai Z, Boldogkői Z. Temporal Transcriptional Profiling of Host Cells Infected by a Veterinary Alphaherpesvirus Using Nanopore Sequencing. Sci. Rep. 2025;15:3247.
- Moldován N, Torma G, Gulyás G, Hornyák Á, Zádori Z, Jefferson VA, Csabai Z, Boldogkői M, Tombácz D, Meyer F. Time-Course Profiling of Bovine Alphaherpesvirus 1.1 Transcriptome Using Multiplatform Sequencing. Sci. Rep. 2020;10:20496.
- Tombácz D, Kakuk B, Torma G, Fülöp Á, Dörmő Á, Gulyás G, Csabai Z, Boldogkői Z. Mapping the Temporal Transcriptomic Signature of a Viral Pathogen through CAGE and Nanopore Sequencing. PLoS ONE 2025;20:e0320439.
- Emms DM, Liu Y, Belcher L, Holmes J, Kelly S. OrthoFinder: Scalable Phylogenetic Orthology Inference for Comparative Genomics. bioRxiv 2025.
- Emms DM, Kelly S. OrthoFinder: Phylogenetic Orthology Inference for Comparative Genomics. Genome Biol. 2019;20:238.
- Badia-I-Mompel P, Vélez Santiago J, Braunger J, Geiss C, Dimitrov D, Müller-Dott S, Taus P, Dugourd A, Holland CH, Ramirez Flores RO. decoupleR: Ensemble of Computational Methods to Infer Biological Activities from Omics Data. Bioinform. Adv. 2022;2:vbac016.
- Garcia-Alonso L, Holland CH, Ibrahim MM, Turei D, Saez-Rodriguez J. Benchmark and Integration of Resources for the Estimation of Human Transcription Factor Activities. Genome Res. 2019;29:1363–1375.
- Gimenes-Junior J, Owuar N, Vari HR, Li W, Xander N, Kotnala S, Sajjan US. FOXO3a Regulates Rhinovirus-Induced Innate Immune Responses in Airway Epithelial Cells. Sci. Rep. 2019;9:18180.
- Casey SC, Baylot V, Felsher DW. MYC: Master Regulator of Immune Privilege. Trends Immunol. 2017;38:298–305.
- Ren F-J, Cai X-Y, Yao Y, Fang G-Y. JunB: A Paradigm for Jun Family in Immune Response and Cancer. Front. Cell. Infect. Microbiol. 2023;13:1222265.
- Feng X, Thompson YG, Lewis JB, Caughman GB. Expression and Function of the Equine Herpesvirus 1 Virion-Associated Host Shutoff Homolog. J. Virol. 1996;70:8710–8718.
- Wirth UV, Vogt B, Schwyzer M. The Three Major Immediate-Early Transcripts of Bovine Herpesvirus 1 Arise from Two Divergent and Spliced Transcription Units. J. Virol. 1991;65:195–205.
- Gray WL, Baumann RP, Robertson AT, Caughman GB, O’Callaghan DJ, Staczek J. Regulation of Equine Herpesvirus Type 1 Gene Expression: Characterization of Immediate Early, Early, and Late Transcription. Virology 1987;158:79–87.
- Wirth UV, Fraefel C, Vogt B, Vlcek C, Paces V, Schwyzer M. Immediate-Early RNA 2.9 and Early RNA 2.6 of Bovine Herpesvirus 1 Are 3’ Coterminal and Encode a Putative Zinc Finger Transactivator Protein. J. Virol. 1992;66:2763–2772.
- Bowles DE, Holden VR, Zhao Y, O’Callaghan DJ. The ICP0 Protein of Equine Herpesvirus 1 Is an Early Protein That Independently Transactivates Expression of All Classes of Viral Promoters. J. Virol. 1997;71:4904–4914.
- Zhao Y, Holden VR, Harty RN, O’Callaghan DJ. Identification and Transcriptional Analyses of the UL3 and UL4 Genes of Equine Herpesvirus 1, Homologs of the ICP27 and Glycoprotein K Genes of Herpes Simplex Virus. J. Virol. 1992;66:5363–5372.
- Singh M, Fraefel C, Bello LJ, Lawrence WC, Schwyzer M. Identification and Characterization of BICP27, an Early Protein of Bovine Herpesvirus 1 Which May Stimulate mRNA 3′ Processing. J. Gen. Virol. 1996;77:615–625.
- Schwyzer M, Wirth UV, Vogt B, Fraefel C. BICP22 of Bovine Herpesvirus 1 Is Encoded by a Spliced 1.7 Kb RNA Which Exhibits Immediate Early and Late Transcription Kinetics. J. Gen. Virol. 1994;75:1703–1711.
- Holden VR, Caughman GB, Zhao Y, Harty RN, O’Callaghan DJ. Identification and Characterization of the ICP22 Protein of Equine Herpesvirus 1. J. Virol. 1994;68:4329–4340.
- Holden VR, Yalamanchili RR, Harty RN, O’Callaghan DJ. ICP22 Homolog of Equine Herpesvirus 1: Expression from Early and Late Promoters. J. Virol. 1992;66:664–673.
- Pastuzyn ED, Day CE, Kearns RB, Kyrke-Smith M, Taibi AV, McCormick J, Yoder N, Belnap DM, Erlendsson S, Morado DR. The Neuronal Gene Arc Encodes a Repurposed Retrotransposon Gag Protein That Mediates Intercellular RNA Transfer. Cell 2018;172:275–288.e18.
- Kobayashi H, Yasukochi M, Horie M, Orba Y, Sawa H, Fujino K, Taharaguchi S. Neuron-Associated Retroelement-Derived Protein Arc/Arg3.1 Assists in the Early Stages of Alphaherpesvirus Infection in Human Neuronal Cells. PLoS ONE 2024;19:e0314980.
- Chen BPC, Wolfgang CD, Hai T. Analysis of ATF3, a Transcription Factor Induced by Physiological Stresses and Modulated by gadd153/Chop10. Mol. Cell. Biol. 1996;16:1157–1168.
- Zimmermann J, Erdmann D, Lalande I, Grossenbacher R, Noorani M, Fürst P. Proteasome Inhibitor Induced Gene Expression Profiles Reveal Overexpression of Transcriptional Regulators ATF3, GADD153 and MAD1. Oncogene 2000;19:2913–2920.
- Tsujino H, Kondo E, Fukuoka T, Dai Y, Tokunaga A, Miki K, Yonenobu K, Ochi T, Noguchi K. Activating Transcription Factor 3 (ATF3) Induction by Axotomy in Sensory and Motoneurons: A Novel Neuronal Marker of Nerve Injury. Mol. Cell. Neurosci. 2000;15:170–182.
- Jiang H-Y, Wek SA, McGrath BC, Lu D, Hai T, Harding HP, Wang X, Ron D, Cavener DR, Wek RC. Activating Transcription Factor 3 Is Integral to the Eukaryotic Initiation Factor 2 Kinase Stress Response. Mol. Cell. Biol. 2004;24:1365–1377.
- Seijffers R, Mills CD, Woolf CJ. ATF3 Increases the Intrinsic Growth State of DRG Neurons to Enhance Peripheral Nerve Regeneration. J. Neurosci. 2007;27:7911–7920.
- Shu M, Du T, Zhou G, Roizman B. Role of Activating Transcription Factor 3 in the Synthesis of Latency-Associated Transcript and Maintenance of Herpes Simplex Virus 1 in Latent State in Ganglia. Proc. Natl. Acad. Sci. USA 2015;112:E5420–E5426.
- Abernathy E, Mateo R, Majzoub K, van Buuren N, Bird SW, Carette JE, Kirkegaard K. Differential and Convergent Utilization of Autophagy Components by Positive-Strand RNA Viruses. PLoS Biol. 2019;17:e2006926.
- Choi Y, Bowman JW, Jung JU. Autophagy during Viral Infection—A Double-Edged Sword. Nat. Rev. Microbiol. 2018;16:341–354.
- Neugebauer E, Walter S, Tan J, Drayman N, Franke V, van Gent M, Pennisi S, Veratti P, Stein KS, Welker I. Herpesviruses Mimic Zygotic Genome Activation to Promote Viral Replication. Nat. Commun. 2025;16:710.
- Goodman LB, Loregian A, Perkins GA, Nugent J, Buckles EL, Mercorelli B, Kydd JH, Palù G, Smith KC, Osterrieder N. A Point Mutation in a Herpesvirus Polymerase Determines Neuropathogenicity. PLoS Pathog. 2007;3:e160.
- Van de Walle GR, Goupil R, Wishon C, Damiani A, Perkins GA, Osterrieder N. A Single-Nucleotide Polymorphism in a Herpesvirus DNA Polymerase Is Sufficient to Cause Lethal Neurological Disease. J. Infect. Dis. 2009;200:20–25.
- Conn KL. Equine Histones Are Mobilized within Equid Alphaherpesvirus 1 (EHV1) Replication Compartments. J. Virol. 2025;99:e0158925.
- Bhardwaj V, Heyne S, Sikora K, Rabbani L, Rauer M, Kilpert F, Richter AS, Ryan DP, Manke T. snakePipes: Facilitating Flexible, Scalable and Integrative Epigenomic Analysis. Bioinformatics 2019;35:4757–4759.
- Krueger F, James F, Ewels P, Afyounian E, Weinstein M, Schuster-Boeckler B, Hulselmans G, Sclamons. FelixKrueger/TrimGalore: V0.6.10—Add Default Decompression Path. Zenodo Geneva, Switzerland: 2023.
- Dobin A, Davis CA, Schlesinger F, Drenkow J, Zaleski C, Jha S, Batut P, Chaisson M, Gingeras TR. STAR: Ultrafast Universal RNA-Seq Aligner. Bioinformatics 2013;29:15–21.
- Liao Y, Smyth GK, Shi W. featureCounts: An Efficient General Purpose Program for Assigning Sequence Reads to Genomic Features. Bioinformatics 2014;30:923–930.
- Ramírez F, Ryan DP, Grüning B, Bhardwaj V, Kilpert F, Richter AS, Heyne S, Dündar F, Manke T. deepTools2: A next Generation Web Server for Deep-Sequencing Data Analysis. Nucleic Acids Res 2016;44:W160–W165.
- Love MI, Huber W, Anders S. Moderated Estimation of Fold Change and Dispersion for RNA-Seq Data with DESeq2. Genome Biol 2014;15:550.
- Wang L, Wang S, Li W. RSeQC: Quality Control of RNA-Seq Experiments. Bioinformatics 2012;28:2184–2185.
- Wickham H, François R, Henry L, Müller K, Vaughan D. Dplyr: A Grammar of Data Manipulation. Posit Boston, MA, USA: 2025. version 1.1.4.
- Posit Team. RStudio: Integrated Development Environment for R. Posit Boston, MA, USA: 2025.
- R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna, Austria: 2025. version 4.5.2.
- Kolde R. Pheatmap: Pretty Heatmaps. Comprehensive R Archive Network (CRAN) Vienna, Austria: 2025. version 1.0.13.
- Durinck S, Spellman PT, Birney E, Huber W. Mapping Identifiers for the Integration of Genomic Datasets with the R/Bioconductor Package biomaRt. Nat. Protoc. 2009;4:1184–1191.
- Wickham H. ggplot2: Elegant Graphics for Data Analysis. Springer Berlin/Heidelberg, Germany: 2016.
- Dolgalev I. Msigdbr: MSigDB Gene Sets for Multiple Organisms in a Tidy Data Format. Comprehensive R Archive Network (CRAN) Vienna, Austria: 2025. version 25.1.1.
- Milacic M, Beavers D, Conley P, Gong C, Gillespie M, Griss J, Haw R, Jassal B, Matthews L, May B. The Reactome Pathway Knowledgebase 2024. Nucleic Acids Res 2024;52:D672–D678.
- Eyre TA, Wright MW, Lush MJ, Bruford EA. HCOP: A Searchable Database of Human Orthology Predictions. Brief. Bioinform. 2007;8:2–5.
- Babelgene. [(accessed on 4 December 2025)]. Available online: https://igordot.github.io/babelgene/
- Korotkevich G, Sukhov V, Budin N, Shpak B, Artyomov MN, Sergushichev A. Fast Gene Set Enrichment Analysis. bioRxiv 2021.
- Yu G, Wang L-G, Han Y, He Q-Y. clusterProfiler: An R Package for Comparing Biological Themes among Gene Clusters. OMICS 2012;16:284–287.
- Benjamini Y, Hochberg Y. Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing. J. R. Stat. Soc. 1995;57:289–300.
Citations
This article has been cited 0 times.Use Nutrition Calculator
Check if your horse's diet meets their nutrition requirements with our easy-to-use tool Check your horse's diet with our easy-to-use tool
Talk to a Nutritionist
Discuss your horse's feeding plan with our experts over a free phone consultation Discuss your horse's diet over a phone consultation
Submit Diet Evaluation
Get a customized feeding plan for your horse formulated by our equine nutritionists Get a custom feeding plan formulated by our nutritionists