Single-Cell Transcriptomic Profiling of Longissimus Dorsi and Biceps Femoris Muscles in Kazakh Horses Reveals Cellular Heterogeneity and Myogenic Regulation.
Abstract: Kazakh horses are renowned for their endurance and adaptability, with distinct muscle groups such as the longissimus dorsi (LD) and biceps femoris (BF) muscles serving specialized functions. However, the molecular mechanisms underlying the functional specialization of these muscles in Kazakh horses remain poorly understood. This study aims to address this gap by utilizing single-cell RNA sequencing (scRNA-seq) to investigate the transcriptomic differences between these muscle groups, with a focus on understanding their molecular adaptations. Our analysis revealed that the BF muscle, specialized for explosive movements, exhibited upregulation of genes associated with anaerobic metabolism, muscle contraction, and oxidative stress response, reflecting its reliance on glycolysis for sustained energy production. In contrast, the LD muscle, primarily responsible for postural support and endurance, showed a metabolic shift toward lipid utilization and energy production. Differential gene expression analysis also revealed distinct enrichment in biological pathways, with LD cells being enriched in pathways related to muscle contraction and calcium signaling, while BF cells were enriched in energy metabolism pathways. These findings provide valuable insights into the molecular adaptations of Kazakh horses' muscle tissues, highlighting the functional specialization of LD and BF muscles and offering a foundation for future research on improving muscle performance and breeding programs in equines.
Publication Date: 2025-09-23 PubMed ID: 41096374PubMed Central: PMC12524056DOI: 10.3390/ani15192778Google 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 research uses single-cell RNA sequencing to profile the transcriptomes of two distinct muscle groups in Kazakh horses—the longissimus dorsi (LD) and biceps femoris (BF)—to uncover cellular heterogeneity and molecular mechanisms behind their functional specialization.
Background and Importance
- Kazakh horses are well-known for their endurance and adaptability, traits closely linked to muscle function.
- The longissimus dorsi (LD) and biceps femoris (BF) muscles have specialized roles: LD supports posture and endurance, while BF is critical for explosive, powerful movements.
- Understanding molecular differences between these muscles can reveal how each is optimized for its specific function, which is important for advancing breeding and performance enhancement strategies.
Methodology
- Single-cell RNA sequencing (scRNA-seq) was employed, allowing analysis of gene expression at the individual cell level to capture cellular heterogeneity within each muscle.
- Transcriptomes from both LD and BF muscles were compared to identify differential gene expression and pathway enrichment that explain their physiological specialization.
Key Findings
- Biceps Femoris (BF) Muscle:
- Highly expressed genes related to anaerobic metabolism, indicating reliance on glycolysis for rapid and sustained energy during explosive movement.
- Upregulation of genes involved in muscle contraction, consistent with its role in fast, forceful movements.
- Activation of oxidative stress response genes, likely due to higher metabolic demands and reactive oxygen species generated during intense exertion.
- Enrichment of energy metabolism pathways, reflecting the need for quick energy mobilization.
- Longissimus Dorsi (LD) Muscle:
- Gene expression profile leaned toward lipid utilization and oxidative phosphorylation, pathways associated with endurance and efficient energy production.
- Enrichment in pathways related to muscle contraction and calcium signaling, supporting sustained muscle tone and postural control.
- Metabolic shift towards lipid metabolism suggests adaptation for long-duration activity with efficient energy use.
Implications and Future Directions
- The identified molecular adaptations clarify how distinct muscle groups specialize to fulfill their roles in movement and endurance in Kazakh horses.
- Understanding these differences at the single-cell level contributes to knowledge about muscle biology and functional heterogeneity in large mammals.
- Findings may guide selective breeding programs to optimize muscle performance by targeting specific metabolic and contractile pathways.
- Future research could explore the regulatory networks controlling these gene expression patterns and investigate how environmental or training factors influence muscle adaptation.
Cite This Article
APA
Wang J, Li Z, Li L, Wang R, Ma S, Su Y, Shan D, Huang Q.
(2025).
Single-Cell Transcriptomic Profiling of Longissimus Dorsi and Biceps Femoris Muscles in Kazakh Horses Reveals Cellular Heterogeneity and Myogenic Regulation.
Animals (Basel), 15(19), 2778.
https://doi.org/10.3390/ani15192778 Publication
Researcher Affiliations
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- Xinjiang Key Laboratory of Equine Breeding and Exercise Physiology, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China.
Grant Funding
- XJMFY202406 / Xinjiang Key Laboratory of Equine Breeding and Exercise Physiology
- 2024B02013-3-2 / Key R&D projects of Xinjiang Uygur Autonomous Region
- 2022A02013-1 / Major Science and Technology Special Project of Xinjiang Uygur Autonomous Region
- ZYYD2025JD02 / Central Guidance for Local Science and Technology Development Fund
Conflict of Interest Statement
The authors declare no conflicts of interest.
References
This article includes 44 references
- Maritha V, Harlina PW, Musfiroh I, Muchtaridi M, Rafi M, Geng F, Khan MR, Nawaz A. Lipidomics Analysis for Halal Authentication of Triceps Brachii, Longissimus Dorsi, and Biceps Femoris Meats: Profiling the Lipid Composition.. LWT 2023;185:115187.
- Li J, He B, He X, Han Y, Chen L, Huang Y, Borjigin G. Muscle Fiber and Meat Quality Characteristics of Longissimus Dorsi and Biceps Femoris in Sunit Sheep.. Food Sci 2025;46:22–30.
- Cai C, Yue Y, Yue B. Single-Cell RNA Sequencing in Skeletal Muscle Developmental Biology.. Biomed Pharmacother 2023;162:114631.
- Ma L, Meng Y, An Y, Han P, Zhang C, Yue Y, Wen C, Shi X, Jin J, Yang G. Single-cell RNA-seq Reveals Novel Interaction between Muscle Satellite Cells and Fibro-adipogenic Progenitors Mediated with FGF7 Signalling.. J Cachexia Sarcopenia Muscle 2024;15:1388–1403.
- Xu D, Wan B, Qiu K, Wang Y, Zhang X, Jiao N, Yan E, Wu J, Yu R, Gao S. Single-Cell RNA-Sequencing Provides Insight into Skeletal Muscle Evolution during the Selection of Muscle Characteristics.. Adv Sci 2023;10:2305080.
- Madrigal I, Villar-Vera C, Arca G, Expósito-Escudero J, Rodríguez-Revenga L, Piolatti-Luna A, Muelas N, Vilchez R, Ciutad Celdran M, Codina A. MYL1-Related Congenital Myopathy: Clinical, Genetic and Pathological Insights.. Neuropathol Appl Neurobiol 2025;51:e70025.
- Zhang L, Xin C, Wang S, Zhuo S, Zhu J, Li Z, Liu Y, Yang L, Chen Y. Lactate Transported by MCT1 Plays an Active Role in Promoting Mitochondrial Biogenesis and Enhancing TCA Flux in Skeletal Muscle.. Sci Adv 2024;10:eadn4508.
- Assanbayev T, Akilzhanov R, Sharapatov T, Bektayev R, Samatkyzy D, Karabayev D, Gabdulkayum A, Daniyarov A, Rakhimova S, Kozhamkulov U. Whole Genome Sequencing and de Novo Genome Assembly of the Kazakh Native Horse Zhabe.. Front Genet 2024;15:1466382.
- Wubulikasimu M, Liu J, Yao X, Meng J, Wang J, Zeng Y, Li L, Ren W. Transcriptomic Sequencing and Differential Analysis of Kazakh Horse Muscles from Various Anatomical Locations.. Front Vet Sci 2025;12:1633786.
- Xie Z, Xie H, Xie C, Yang S, Feng Y, Su Z, Tang T, Zhang B, Yang J, Wang Y. A Combined Analysis of Bulk RNA-Seq and scRNA-Seq Was Performed to Investigate the Molecular Mechanisms Associated with the Occurrence of Myocardial Infarction.. BMC Genom 2024;25:921.
- Slovin S, Carissimo A, Panariello F, Grimaldi A, Bouché V, Gambardella G, Cacchiarelli D. Single-Cell RNA Sequencing Analysis: A Step-by-Step Overview.. .
- Arbatsky M, Vasilyeva E, Sysoeva V, Semina E, Saveliev V, Rubina K. Seurat Function Argument Values in scRNA-Seq Data Analysis: Potential Pitfalls and Refinements for Biological Interpretation.. Front Bioinform 2025;5:1519468.
- Wu T, Hu E, Xu S, Chen M, Guo P, Dai Z, Feng T, Zhou L, Tang W, Zhan L. clusterProfiler 4.0: A Universal Enrichment Tool for Interpreting Omics Data.. Innovation 2021;2:100141.
- Wickham H. Ggplot2.. Wiley Interdiscip Rev Comput Stat 2011;3:180–185.
- de las Heras-Saldana S, Chung KY, Lee SH, Gondro C. Gene Expression of Hanwoo Satellite Cell Differentiation in Longissimus Dorsi and Semimembranosus.. BMC Genomics 2019;20:156.
- Tubbs RS, Caycedo FJ, Oakes WJ, Salter EG. Descriptive Anatomy of the Insertion of the Biceps Femoris Muscle.. Clin. Anat. 2006;19:517–521.
- Potier TG, Alexander CM, Seynnes OR. Effects of Eccentric Strength Training on Biceps Femoris Muscle Architecture and Knee Joint Range of Movement.. Eur. J. Appl. Physiol. 2009;105:939–944.
- Kellis E, Galanis N, Natsis K, Kapetanos G. Muscle Architecture Variations along the Human Semitendinosus and Biceps Femoris (Long Head) Length.. J. Electromyogr. Kinesiol. 2010;20:1237–1243.
- Rusman, Soeparno, Setiyono, Suzuki A. Characteristics of Biceps Femoris and Longissimus Thoracis Muscles of Five Cattle Breeds Grown in a Feedlot System.. Anim. Sci. J. 2003;74:59–65.
- Kim SM, Park MY, Seo KS, Yoon DH, Lee H-G, Choi YJ, Kim SH. Analysis of Differentially Expressed Proteins in Bovine Longissimus Dorsi and Biceps Femoris Muscles.. Asian-Australas. J. Anim. Sci. 2006;19:1496–1502.
- Schiaffino S, Reggiani C. Fiber Types in Mammalian Skeletal Muscles.. Physiol. Rev. 2011;91:1447–1531.
- MYL1 Upregulated Muscle. Google Scholar. [(accessed on 20 August 2025)]. Available online: https://scholar.google.com/scholar?start=10&q=MYL1++upregulated+++muscle&hl=en&as_sdt=0,5&as_ylo=2024.
- Adekeye TE, Teets EM, Tomak EA, Waterman SL, Sprague KA, White A, Coffin ML, Varga SM, Easterbrooks TE, Shepherd SJ. Fast-Twitch Myofibrils Grow in Proportion to Mylpf Dosage in the Zebrafish Embryo.. bioRxiv 2024.
- Ye Y, Yang F, Gu Z, Li W, Yuan Y, Liu S, Zhou L, Han B, Zheng R, Cao Z. Fibroblast Growth Factor Pathway Promotes Glycolysis by Activating LDHA and Suppressing LDHB in a STAT1-Dependent Manner in Prostate Cancer.. J. Transl. Med. 2024;22:474.
- Kokkinopoulou I, Papadopoulou A. Thioredoxin-Interacting Protein (TXNIP) in Gestational Diabetes Mellitus.. Metabolites 2025;15:351.
- Zhou W, Zhu C, Zhou F. TXNIP Mediated by EZH2 Regulated Osteogenic Differentiation in hBmscs and MC3T3-E1 Cells through the Modulation of Oxidative Stress and PI3K/AKT/Nrf2 Pathway.. Connect. Tissue Res. 2024;65:293–303.
- Choi E-H, Park S-J. TXNIP: A Key Protein in the Cellular Stress Response Pathway and a Potential Therapeutic Target.. Exp. Mol. Med. 2023;55:1348–1356.
- Li R, Zhou C, Ye K, Chen H, Peng M. Identification of Genes Involved in Energy Metabolism in Preeclampsia and Discovery of Early Biomarkers.. Front. Immunol. 2025;16:1496046.
- Du P, Zhang X, Zhu Y, Wang Z, Si X, Zhang H, Huang Y, Chen W. FKBP5 as a Key Regulator of Metabolic Processes in Birds: Insights from Chicken Pectoral Muscle.. Poult. Sci. 2025;104:104657.
- . The Effect of Dietary Carbohydrate Restriction and Aerobic Exercise on Retinol Binding Protein 4 (RBP4) and Fatty Acid Binding Protein 5 (FABP5) in Middle-Aged Men with Metabolic Syndrome.. British Journal of Nutrition .
- Jin R, Hao J, Yu J, Wang P, Sauter ER, Li B. Role of FABP5 in T Cell Lipid Metabolism and Function in the Tumor Microenvironment. Cancers 2023;15:657.
- Memetimin H, Zhu B, Lee S, Katz WS, Kern PA, Finlin BS. Improved β-Cell Function Leads to Improved Glucose Tolerance in a Transgenic Mouse Expressing Lipoprotein Lipase in Adipocytes. Sci. Rep. 2022;12:22291.
- McLaren J, Gao X, Ghouri N, Freeman DJ, Richardson J, Sattar N, Gill JMR. Weight Gain Leads to Greater Adverse Metabolic Responses in South Asian Compared with White European Men: The GlasVEGAS Study. Nat. Metab. 2024;6:1632–1645.
- Wang J, Ren W, Sun Z, Han Z, Zeng Y, Meng J, Yao X. Comparative Transcriptome Analysis of Slow-Twitch and Fast-Twitch Muscles in Kazakh Horses. Meat Sci. 2024;216:109582.
- Wang YL, Hou YH, Ling ZJ, Zhao HL, Zheng XR, Zhang XD, Yin ZJ, Ding YY. RNA Sequencing Analysis of the Longissimus Dorsi to Identify Candidate Genes Underlying the Intramuscular Fat Content in Anqing Six-End-White Pigs. Anim. Genet. 2023;54:315–327.
- Kramer HF, Goodyear LJ. Exercise, MAPK, and NF-κB Signaling in Skeletal Muscle. J. Appl. Physiol. 2007;103:388–395.
- Tidball JG. Mechanical Signal Transduction in Skeletal Muscle Growth and Adaptation. J. Appl. Physiol. 2005;98:1900–1908.
- Clerk A, Cullingford TE, Fuller SJ, Giraldo A, Markou T, Pikkarainen S, Sugden PH. Signaling Pathways Mediating Cardiac Myocyte Gene Expression in Physiological and Stress Responses. J. Cell. Physiol. 2007;212:311–322.
- Powers SK, Duarte J, Kavazis AN, Talbert EE. Reactive Oxygen Species Are Signalling Molecules for Skeletal Muscle Adaptation. Exp. Physiol. 2010;95:1–9.
- Osiak-Wicha C, Kras K, Arciszewski MB. Comparative Analysis of Muscle Fibers in Selected Muscles of Working and Companion Dog Breeds. Animals 2024;14:3576.
- Liufu S, Lan Q, Liu X, Chen B, Xu X, Ai N, Li X, Yu Z, Ma H. Transcriptome Analysis Reveals the Age-Related Developmental Dynamics Pattern of the Longissimus Dorsi Muscle in Ningxiang Pigs. Genes 2023;14:1050.
- Muñoz M, Fernández-Barroso MA, López-García A, Caraballo C, Nuñez Y, Óvilo C, González E, García-Casco JM. Consequences of a Low Protein Diet on the Liver and Longissimus Dorsi Transcriptome of Duroc × Iberian Crossbred Pigs. Animal 2021;15:100408.
- Yang EJ. Protective Effects of a Combined Herbal Medicine against Amyotrophic Lateral Sclerosis-Associated Inflammation and Oxidative Stress. Appl. Sci. 2024;14:5386.
- Martin LJ, Koh SJ, Price A, Park D, Kim BW. Nuclear Localization of Human SOD1 in Motor Neurons in Mouse Model and Patient Amyotrophic Lateral Sclerosis: Possible Links to Cholinergic Phenotype, NADPH Oxidase, Oxidative Stress, and DNA Damage. Int. J. Mol. Sci. 2024;25:9106.
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