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Frontiers in nutrition2025; 12; 1512669; doi: 10.3389/fnut.2025.1512669

Comparative analysis of proteomics and transcriptomics reveals novel mechanism underlying the antibacterial activity and immune-enhancing properties of horse milk.

Abstract: Horse milk is a highly valuable organic food that is a promising alternative to cow milk, exhibiting plenty of healthy and immune benefits to human. However, identification of proteins associated human wellness and underlying molecular mechanism in horse milk remain unclear. Unassigned: Label-free mass spectrometry-based protein quantification technology was employed to investigate protein composition of animal milk, including cow, goat, camel and horse milk. Prokaryotic expression and disk diffusion assay were applied to acquire and evaluate antimicrobial activity of candidate proteins. RAW264.7 macrophage model cell line was used to validate effect of proteins on cytotoxicity, apoptosis and immune induction. ROS probe detected cell ROS change and RT-qPCR verified expression of immune response genes induced by proteins. Microscopy was used to observe the effects of protein on the morphological characteristics of bacteria, further transcriptome analysis was performed to investigate transcriptional changes of bacteria induced by candidate proteins. Unassigned: A total of 1,335 proteins was identified in cow, goat, camel and horse milk. GO enrichment analysis showed that the proteins related to protein degradation were highly expressed in horse milk compared to other three types of milk, contributing to easier assimilation and palatability. KEGG analysis showed that horse milk contained abundant antimicrobial associated proteins relevant to pathogenic bacterial resistance, leading to the decreased risk of pathogenic diseases. A higher accumulation of proteins associated with caffeine metabolism, amino acid biosynthesis, and glycolysis/gluconeogenesis in horse milk contributes to its distinctive flavor. Notably, highly expressed proteins in horse milk were closely linked to immune signaling pathways, functioning as immune modulators. Importantly, we identified four highly expressed antimicrobial associated proteins in horse milk including LPO, B2M, CD14 and PGL, among them, PGL functioned dually by antibacterial activity and immune activation. Further transcriptome analysis demonstrated that PGL exerted significant transcriptional changes to bacteria. Enrichment analysis showed PGL could inhibit growth of and by repressing the biosynthesis of secondary metabolites. Unassigned: Comparative proteomics revealed immune enhancement and nutrient composition of horse milk compared to cow, goat and camel milk. Identification of PGL showed antibacterial activity and potential medicinal value.
Publication Date: 2025-03-11 PubMed ID: 40135224PubMed Central: PMC11932903DOI: 10.3389/fnut.2025.1512669Google Scholar: Lookup
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Summary

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The research explores the health benefits and immune-boosting properties of horse milk, particularly its protein contents, compared to other animal milks like cow, goat and camel milk. A crucial finding is the identification and analysis of antimicrobial proteins in horse milk, especially one named PGL, which shows both antibacterial activity and immune activation potential.

Study Methods and Analysis

  • The researchers undertook a comparative study of protein composition in cow, goat, camel and horse milk, using label-free mass spectrometry-based protein quantification technology. This method yields detailed insights into the kinds and quantities of proteins present.
  • Prokaryotic expression and disk diffusion assays were used to acquire and evaluate the antimicrobial activity of potential immuno-enhancing proteins found in the milk.
  • The impact of proteins on cytotoxicity, apoptosis and immune induction was validated using a RAW264.7 macrophage model cell line.
  • To detect changes in cell ROS (Reactive Oxygen Species), a ROS probe was employed. RT-qPCR (Real-Time Quantitative Polymerase Chain Reaction) was used to verify the expression of immune response genes prompted by these proteins.
  • Further explorations involved using microscopy to observe the effects of proteins on the morphological characteristics of bacteria, and transcriptome analysis to investigate transcriptional changes of bacteria induced by proteins of interest.

Key Results and Findings

  • A total of 1,335 proteins were found in samples of cow, goat, camel and horse milk. The researchers also noted that proteins related to protein degradation were more highly expressed in horse milk than in the other three types of milk, suggesting easier assimilation and palatability for consumers.
  • KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis highlighted that horse milk contained a large number of antimicrobial proteins, contributing to a reduced risk of pathogenic diseases for consumers and revealing a distinct advantage over the other types of milk analysed.
  • A higher level of protein accumulation related to caffeine metabolism, amino acid biosynthesis, and glycolysis/gluconeogenesis was discovered in horse milk, contributing to its unique flavor profile.
  • Highly expressed proteins identified in horse milk were particularly linked to immune signaling pathways, making them plausible immune modulators.
  • Notably, the researchers identified four highly expressed antimicrobial proteins in horse milk, namely LPO, B2M, CD14 and PGL. Particularly, PGL stood out due to its dual functionality – offering both antibacterial activity and immune activation.
  • Transcriptome analysis and enrichment analysis also demonstrated that the protein PGL could inhibit the growth of particular bacteria by suppressing their biosynthesis of secondary metabolites.

Research Implications and Conclusion

  • The findings of this study illuminate the unique health benefits and immune-enhancing properties of horse milk when compared to cow, goat and camel milk.
  • The research also reveals the medicinal value of antimicrobial proteins present in horse milk that can inhibit bacterial growth and boost immunity, namely the protein PGL.
  • The researchers concluded that these results demonstrate the promising potential of horse milk as an alternative to other types of milk, and potentially as a source of medicinally valuable proteins.

Cite This Article

APA
Chen X, Gulbahar K, Ding H, Nie C, Gao X. (2025). Comparative analysis of proteomics and transcriptomics reveals novel mechanism underlying the antibacterial activity and immune-enhancing properties of horse milk. Front Nutr, 12, 1512669. https://doi.org/10.3389/fnut.2025.1512669

Publication

ISSN: 2296-861X
NlmUniqueID: 101642264
Country: Switzerland
Language: English
Volume: 12
Pages: 1512669
PII: 1512669

Researcher Affiliations

Chen, Xueshan
  • School of Pharmacy, Xinjiang Medical University, Xinjiang, China.
Gulbahar, Kawuli
  • School of Pharmacy, Xinjiang Medical University, Xinjiang, China.
  • Engineering Research Center of Xinjiang and Central Asian Medicine Resources, Ministry of Education, Xinjiang Medical University, Xinjiang, China.
Ding, Haiyan
  • School of Pharmacy, Xinjiang Medical University, Xinjiang, China.
Nie, Changhong
  • School of Pharmacy, Xinjiang Medical University, Xinjiang, China.
  • Engineering Research Center of Xinjiang and Central Asian Medicine Resources, Ministry of Education, Xinjiang Medical University, Xinjiang, China.
Gao, Xiaoli
  • School of Pharmacy, Xinjiang Medical University, Xinjiang, China.
  • Engineering Research Center of Xinjiang and Central Asian Medicine Resources, Ministry of Education, Xinjiang Medical University, Xinjiang, China.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

This article includes 54 references
  1. Moubareck CA. Human milk microbiota and oligosaccharides: a glimpse into benefits, diversity, and correlations.. Nutrients (2021) 13:1123.
    doi: 10.3390/nጄ1123pmc: PMC8067037pubmed: 33805503google scholar: lookup
  2. Quigley L, O’Sullivan O, Stanton C, Beresford TP, Ross RP, Fitzgerald GF. The complex microbiota of raw milk.. FEMS Microbiol Rev (2013) 37:664–98.
    doi: 10.1111/1574-6976.12030pubmed: 23808865google scholar: lookup
  3. Food and Agriculture Organization of the United Nations (FAO) . (2025). About FAO. Available online at: http://www.fao.org/about/zh/ (Accessed May 28, 2024).
  4. Pereira PC. Milk nutritional composition and its role in human health.. Nutrition (2014) 30:619–27.
    doi: 10.1016/j.nut.2013.10.011pubmed: 24800664google scholar: lookup
  5. Scholz-Ahrens KE, Ahrens F, Barth CA. Nutritional and health attributes of milk and milk imitations.. Eur J Nutr (2020) 59:19–34.
    doi: 10.1007/s00394-019-01936-3pubmed: 30937581google scholar: lookup
  6. Flis Z, Molik E. Importance of bioactive substances in sheep’s milk in human health.. Int J Mol Sci (2021) 22:4364.
    doi: 10.3390/ijms22094364pmc: PMC8122369pubmed: 33921992google scholar: lookup
  7. Hao M, Jiang J, Zhang Y, Wang S, Fu G, Zou F. Transcriptional profiling of buffalo mammary gland with different milk fat contents.. Gene (2021) 802:145864.
    doi: 10.1016/j.gene.2021.145864pubmed: 34352300google scholar: lookup
  8. Ho TM, Zou Z, Bansal N. Camel milk: a review of its nutritional value, heat stability, and potential food products.. Food Res Int (2022) 153:110870.
    doi: 10.1016/j.foodres.2021.110870pubmed: 35227464google scholar: lookup
  9. Li N, Xie Q, Chen Q, Evivie SE, Liu D, Dong J. Cow, goat, and mare milk diets differentially modulated the immune system and gut microbiota of mice colonized by healthy infant feces.. J Agric Food Chem (2020) 68:15345–57.
    doi: 10.1021/acs.jafc.0c06039pubmed: 33300339google scholar: lookup
  10. Hachana Y, Nasraoui C, Frija I, Fortina R. Arabian mare’s milk characterization and clotting ability.. J Food Sci Technol (2022) 59:1840–6.
    doi: 10.1007/s13197-021-05196-0pmc: PMC9046472pubmed: 35531404google scholar: lookup
  11. Czyżak-Runowska G, Wójtowski JA, Danków R, Stanisławski D. Mare’s milk from a small polish specialized farm—basic chemical composition, fatty acid profile, and healthy lipid indices.. Animals (2021) 11:1590.
    doi: 10.3390/ani11061590pmc: PMC8227068pubmed: 34071465google scholar: lookup
  12. Deng L, Yang Y, Li Z, Li J, Zhu Y, Meng Q. Impact of different dietary regimens on the lipidomic profile of mare’s milk.. Food Res Int (2022) 156:111305.
    doi: 10.1016/j.foodres.2022.111305pubmed: 35651065google scholar: lookup
  13. Hsu YJ, Jhang WL, Lee MC, Bat-Otgon B, Narantungalag E, Huang CC. Lactose-riched Mongolian mare’s milk improves physical fatigue and exercise performance in mice.. Int J Med Sci (2021) 18:564–74.
    doi: 10.7150/ijms.53098pmc: PMC7757156pubmed: 33390826google scholar: lookup
  14. Jaiswal L, Worku M. Recent perspective on cow’s milk allergy and dairy nutrition.. Crit Rev Food Sci Nutr (2022) 62:7503–17.
    doi: 10.1080/10408398.2021.1915241pubmed: 33983082google scholar: lookup
  15. Martuzzi F, Franceschi P, Formaggioni P. Fermented mare milk and its microorganisms for human consumption and health.. Food Secur (2024) 13:493.
    doi: 10.3390/foods13030493pmc: PMC10855475pubmed: 38338628google scholar: lookup
  16. Pietrzak-Fiećko R, Kamelska-Sadowska AM. The comparison of nutritional value of human milk with other mammals’ milk.. Nutrients (2020) 12:1404.
    doi: 10.3390/nህ1404pmc: PMC7284997pubmed: 32422857google scholar: lookup
  17. Pyles MB, Brock K, Schendel RR, Lawrence LM. Improved methods for mare milk analysis: extraction and quantification of mare milk carbohydrates and assessment of FTIR-based macronutrient quantification.. Front Nutr (2023) 10:1066463.
    doi: 10.3389/fnut.2023.1066463pmc: PMC9892553pubmed: 36742429google scholar: lookup
  18. Mena-Sánchez G, Becerra-Tomás N, Babio N, Salas-Salvadó J. Dairy product consumption in the prevention of metabolic syndrome: a systematic review and meta-analysis of prospective cohort studies.. Adv Nutr (2019) 10:S144–53.
    doi: 10.1093/advances/nmy083pmc: PMC6518129pubmed: 31089736google scholar: lookup
  19. Fontecha J, Calvo MV, Juarez M, Gil A, Martínez-Vizcaino V. Milk and dairy product consumption and cardiovascular diseases: an overview of systematic reviews and meta-analyses.. Adv Nutr (2019) 10:S164–89.
    doi: 10.1093/advances/nmy099pmc: PMC6518146pubmed: 31089735google scholar: lookup
  20. Alvarez-Bueno C, Cavero-Redondo I, Martinez-Vizcaino V, Sotos-Prieto M, Ruiz JR, Gil A. Effects of milk and dairy product consumption on type 2 diabetes: overview of systematic reviews and meta-analyses.. Adv Nutr (2019) 10:S154–63.
    doi: 10.1093/advances/nmy107pmc: PMC6518137pubmed: 31089734google scholar: lookup
  21. Cuesta-Triana F, Verdejo-Bravo C, Fernández-Pérez C, Martín-Sánchez FJ. Effect of milk and other dairy products on the risk of frailty, sarcopenia, and cognitive performance decline in the elderly: a systematic review.. Adv Nutr (2019) 10:S105–19.
    doi: 10.1093/advances/nmy105pmc: PMC6518150pubmed: 31089731google scholar: lookup
  22. Badawy AA, El-Hofey SM, Shaban AM, Orif SE, Uyanıkgil Y, El-Magd MA. Camel milk extracellular vesicles/exosomes: a fascinating frontier in isolation and therapeutic potential.. Food Funct (2025) 16:344–65.
    doi: 10.1039/d4fo04331fpubmed: 39714264google scholar: lookup
  23. Ibrahim HM, Mohammed-Geba K, Tawfic AA, El-Magd MA. Camel milk exosomes modulate cyclophosphamide-induced oxidative stress and immuno-toxicity in rats.. Food Funct (2019) 10:7523–32.
    doi: 10.1039/c9fo01914fpubmed: 31674611google scholar: lookup
  24. Shaban AM, Raslan M, Sharawi ZW, Abdelhameed MS, Hammouda O, El-Masry HM. Antibacterial, antifungal, and anticancer effects of camel milk exosomes: an in vitro study.. Vet Sci (2023) 10:124.
    doi: 10.3390/vetsci10020124pmc: PMC9963947pubmed: 36851428google scholar: lookup
  25. Sedykh SE, Purvinish LV, Monogarov AS, Burkova EE, Grigor’eva AE, Bulgakov DV. Purified horse milk exosomes contain an unpredictable small number of major proteins.. Bioch Open (2017) 4:61–72.
  26. Geiger T, Wehner A, Schaab C, Cox J, Mann M. Comparative proteomic analysis of eleven common cell lines reveals ubiquitous but varying expression of most proteins.. Mol Cell Proteomics (2012) 11:M111.014050.
    doi: 10.1074/mcp.M111.014050pmc: PMC3316730pubmed: 22278370google scholar: lookup
  27. Renzone G, Arena S, Scaloni A. Proteomic characterization of intermediate and advanced glycation end-products in commercial milk samples.. J Proteome (2015) 117:12–23.
    doi: 10.1016/j.jprot.2014.12.021pubmed: 25638024google scholar: lookup
  28. Zou Z, Duley JA, Cowley DM, Reed S, Arachchige BJ, Shaw PN. Comprehensive biochemical and proteomic characterization of seasonal Australian camel milk.. Food Chem (2022) 381:132297: 132297.
  29. Cox J, Mann M. MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification.. Nat Biotechnol (2008) 26:1367–72.
    doi: 10.1038/nbt.1511pubmed: 19029910google scholar: lookup
  30. Jia H, Du Y, Liu Y, Wang S, Wang Y, Noorin S. Transcriptional activation of MdDEF30 by MdWRKY75 enhances apple resistance to Cytospora canker.. J Integr Agric (2024):132297.
    doi: 10.1016/j.jia.2024.06.001google scholar: lookup
  31. Ma H, Yu H, Li Z, Cao Z, Du Y, Dai J. β-Carboline dimers inhibit the tumor proliferation by the cell cycle arrest of sarcoma through intercalating to cyclin-A2.. Front Immunol (2022) 13:922183.
    doi: 10.3389/fimmu.2022.922183pmc: PMC9618858pubmed: 36325324google scholar: lookup
  32. Xiao X, Wang W, Li Y, Yang D, Li X, Shen C. HSP90AA1-mediated autophagy promotes drug resistance in osteosarcoma.. J Exp Clin Cancer Res (2018) 37:201.
    doi: 10.1186/s13046-018-0880-6pmc: PMC6114771pubmed: 30153855google scholar: lookup
  33. Zheng Z, Zhong Q, Yan X. YWHAE/14-3-3ε crotonylation regulates leucine deprivation-induced autophagy.. Autophagy (2023) 19:2401–2.
  34. Lanfranco MF, Sepulveda J, Kopetsky G, Rebeck GW. Expression and secretion of apoE isoforms in astrocytes and microglia during inflammation.. Glia (2021) 69:1478–93.
    doi: 10.1002/glia.23974pmc: PMC8717762pubmed: 33556209google scholar: lookup
  35. Christofides A, Konstantinidou E, Jani C, Boussiotis VA. The role of peroxisome proliferator-activated receptors (PPAR) in immune responses.. Metabolism (2021) 114:154338.
  36. Ke Q, Costa M. Hypoxia-inducible factor-1 (HIF-1).. Mol Pharmacol (2006) 70:1469–80.
    doi: 10.1124/mol.106.027029pubmed: 16887934google scholar: lookup
  37. Kerber EL, Padberg C, Koll N, Schuetzhold V, Fandrey J, Winning S. The importance of hypoxia-inducible factors (HIF-1 and HIF-2) for the pathophysiology of inflammatory bowel disease.. Int J Mol Sci (2020) 21:8551.
    doi: 10.3390/ijms21228551pmc: PMC7697655pubmed: 33202783google scholar: lookup
  38. Xu C, Liu Z, Xiao J. Ferroptosis: a double-edged sword in gastrointestinal disease.. Int J Mol Sci (2021) 22:12403.
    doi: 10.3390/ijms222212403pmc: PMC8620748pubmed: 34830285google scholar: lookup
  39. Guri A, Paligot M, Crèvecoeur S, Piedboeuf B, Claes J, Daube G. In vitro screening of mare’s milk antimicrobial effect and antiproliferative activity.. FEMS Microbiol Lett (2016) 363:fnv 234.
    doi: 10.1093/femsle/fnv234pubmed: 26656278google scholar: lookup
  40. Spada V, Ferranti P, Chianese L, Salimei E, Addeo F, Picariello G. Antibacterial potential of donkey’s milk disclosed by untargeted proteomics.. J Proteome (2021) 231:104007.
    doi: 10.1016/j.jprot.2020.104007pubmed: 33038512google scholar: lookup
  41. Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O. Highly accurate protein structure prediction with AlphaFold.. Nature (2021) 596:583–9.
    doi: 10.1038/s41586-021-03819-2pmc: PMC8371605pubmed: 34265844google scholar: lookup
  42. Shi F, Sun L, Kaptoge S. Association of beta-2-microglobulin and cardiovascular events and mortality: a systematic review and meta-analysis.. Atherosclerosis (2021) 320:70–8.
  43. Flemmig J, Gau J, Schlorke D, Arnhold J. Lactoperoxidase as a potential drug target.. Expert Opin Ther Targets (2016) 20:447–61.
    doi: 10.1517/14728222.2016.1112378pubmed: 26558497google scholar: lookup
  44. López-Arvizu A, Rocha-Mendoza D, Farrés A, Ponce-Alquicira E, García-Cano I. Improved antimicrobial spectrum of the N-acetylmuramoyl-L-alanine amidase from Latilactobacillus sakei upon LysM domain deletion.. World J Microbiol Biotechnol (2021) 37:196.
    doi: 10.1007/s11274-021-03169-1pubmed: 34654973google scholar: lookup
  45. Wu Z, Zhang Z, Lei Z, Lei P. CD14: biology and role in the pathogenesis of disease.. Cytokine Growth Factor Rev (2019) 48:24–31.
    doi: 10.1016/j.cytogfr.2019.06.003pubmed: 31296363google scholar: lookup
  46. Miraglia N, Salimei E, Fantuz F. Equine milk production and valorization of marginal areas—a review.. Animals (2020) 10:353.
    doi: 10.3390/ani10020353pmc: PMC7070972pubmed: 32098374google scholar: lookup
  47. Barone G, O’Regan J, Kelly AL, O’Mahony JA. Interactions between whey proteins and calcium salts and implications for the formulation of dairy protein-based nutritional beverage products: a review.. Compr Rev Food Sci Food Saf (2022) 21:1254–74.
    doi: 10.1111/1541-4337.12884pubmed: 35075762google scholar: lookup
  48. He M, Sun J, Jiang ZQ, Yang YX. Effects of cow’s milk beta-casein variants on symptoms of milk intolerance in Chinese adults: a multicentre, randomised controlled study.. Nutr J (2017) 16:72.
    doi: 10.1186/s12937-017-0275-0pmc: PMC5657040pubmed: 29070042google scholar: lookup
  49. Kuellenberg de Gaudry D, Lohner S, Bischoff K, Schmucker C, Hoerrlein S, Roeger C. A1- and A2 beta-casein on health-related outcomes: a scoping review of animal studies.. Eur J Nutr (2022) 61:1–21.
    doi: 10.1007/s00394-021-02551-xpmc: PMC8783860pubmed: 34075432google scholar: lookup
  50. Reiter AS, Reed SA. Lactation in horses.. Anim Front (2023) 13:103–7.
    doi: 10.1093/af/vfad003pmc: PMC10266743pubmed: 37324210google scholar: lookup
  51. Anjum J, Mitra S, Das R, Alam R, Mojumder A, Emran TB. A renewed concept on the MAPK signaling pathway in cancers: polyphenols as a choice of therapeutics.. Pharmacol Res (2022) 184:106398.
    doi: 10.1016/j.phrs.2022.106398pubmed: 35988867google scholar: lookup
  52. Zhai YJ, Feng Y, Ma X, Ma F. Defensins: defenders of human reproductive health.. Hum Reprod Update (2023) 29:126–54.
    doi: 10.1093/humupd/dmac032pmc: PMC9825273pubmed: 36130055google scholar: lookup
  53. Cieslak J, Wodas L, Borowska A, Sadoch J, Pawlak P, Puppel K. Variability of lysozyme and lactoferrin bioactive protein concentrations in equine milk in relation to LYZ and LTF gene polymorphisms and expression.. J Sci Food Agric (2017) 97:2174–81.
    doi: 10.1002/jsfa.8026pubmed: 27611486google scholar: lookup
  54. Wang H, Hussain T, Yao J, Li J, Sabir N, Liao Y. Koumiss promotes Mycobacterium bovis infection by disturbing intestinal flora and inhibiting endoplasmic reticulum stress.. FASEB J (2021) 35:e21777.
    doi: 10.1096/fj.202002485RRpubmed: 34403519google scholar: lookup

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