Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Vet. Sci., 06 October 2025

Sec. Livestock Genomics

Volume 12 - 2025 | https://doi.org/10.3389/fvets.2025.1662345

This article is part of the Research TopicInsights in Livestock GenomicsView all 14 articles

Deciphering the regulatory role of ELF5 in buffalo lactation

Ruixia Gao,&#x;Ruixia Gao1,2Rongping Wang&#x;Rongping Wang3Lige Huang,Lige Huang1,2Xinyang Fan,Xinyang Fan1,2Lindong QianLindong Qian3Yongwang Miao,
Yongwang Miao1,2*
  • 1Faculty of Animal Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China
  • 2Institute of Animal Genetics and Breeding, Yunnan Agricultural University, Kunming, Yunnan, China
  • 3Faculty of Animal Husbandry and Veterinary Medicine, Yunnan Vocational and Technical College of Agriculture, Kunming, Yunnan, China

E74 Like ETS Transcription Factor 5 (ELF5) has been implicated in milk protein synthesis in various mammals, but its precise roles and mechanisms in buffalo have remained largely unknown. This study successfully isolated and characterized ELF5 from buffalo mammary gland tissues, revealing a 768 bp coding sequence (CDS) that translates into a 255 amino acid protein. Bioinformatics analysis identified a conserved ETS domain within ELF5, crucial for transcriptional regulation, along with several predicted post-translational modification sites, including phosphorylation, N-glycosylation, and N-myristoylation. Molecular docking analysis further showed that ELF5 probably interacts with the STAT5A protein through hydrogen bonds and salt bridges, and forms hydrogen bonds with STAT5B, suggesting potential regulatory interactions with STAT5A and STAT5B. Experimentally, ELF5 was localized to the nucleus and cytoplasm of buffalo mammary epithelial cells (BuMECs). Notably, ELF5 expression was highest in the buffalo mammary gland among the eight tissues and was significantly higher in lactating BuMECs than in non-lactating BuMECs. Functionally, in the BuMECs, overexpression of ELF5 significantly upregulated mRNA and protein levels associated with milk protein synthesis, increased casein concentrations, and enhanced BuMECs metabolic activity associated with proliferation. These effects were mediated through the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways. Conversely, ELF5 knockdown led to the opposite effects. Collectively, these findings provide novel insights into the molecular mechanisms of ELF5-mediated regulation of milk protein synthesis in buffalo, highlighting its potential as a key factor in enhancing milk production.

1 Introduction

Milk is a highly nutritious food, providing essential components like lactose, lipids, proteins, minerals, and water crucial for growth and development (1). Milk proteins are derived from various sources, including blood and cells, and are primarily produced by secretory cells in the mammary glands. This intricate process is genetically regulated: proteins are synthesized in the rough endoplasmic reticulum (RER), undergo post-translational modifications in the Golgi apparatus and secretory vesicles, and are then released into the mammary gland lumen (2). Mammary epithelial cells (MECs) are the functional units of lactation in dairy cows, and their proliferation and milk protein synthesis capabilities directly influence mammary gland development and milk production. Buffalo milk is world-renowned for its excellent quality, rich in essential amino acids such as leucine, lysine, and valine, making it particularly suitable for cheese production (3). The Binglangjiang buffalo, a river buffalo native to western Yunnan Province, China, stands out with its high milk protein content (4.60%) (4, 5). This makes it an ideal model for studying milk production. Consequently, investigating the regulatory mechanisms of milk protein synthesis in buffalo mammary epithelial cells (BuMECs) is vital for enhancing buffalo milk quality.

Milk quality is a complex quantitative trait with moderate heritability, influenced by multiple genes (6, 7). Among these, E74 like ETS transcription factor 5 (ELF5), a member of the E-twenty six transformation-specific (ETS) family, plays a pivotal role in mammary gland development during lactation (8). ELF5 is epithelial-specific and features an N-terminal Pointed (PNT) domain—an 83-amino acid segment with strong transactivation activity, resembling a sterile alpha motif (SAM) domain. This structural characteristic hints at its regulatory significance within mammary epithelial cells (911). However, ELF5 transcript variants exhibit differential expression across various tissues (12, 13). For instance, in humans, one transcript variant is found in normal breast tissue, while others are associated with breast cancer samples (9). In mice, two ELF5 transcript variants have been identified, but only one transcript variant (NM_010125) is in mammary gland (14). Similarly, cattle have two reported transcript variants in the NCBI database, with one (AF049702, 768 bp) being extensively studied (15). Although three ELF5 transcript variants have been reported in buffalo (accession no: XM_044929271.2, XM_025266242.3, XM_006062381.4), the specific ELF5 transcript variant present in buffalo mammary glands remains uncharacterized.

Recent studies have increasingly linked ELF5 to the regulation of milk protein gene expression. For example, ELF5 has been shown to transactivate the Whey Acidic Protein (WAP) promoter in vitro (16). Furthermore, heterozygous ELF5 knockout mice (ELF5+/−) exhibit mammary alveolar hypoplasia and reduced milk production during pregnancy (8). Its importance is further underscored by observations in prolactin receptor knockout mice (PRLR−/−), where ELF5 re-expression rescued alveolar morphogenesis, demonstrating its compensatory role in mammary gland development (15). In goats, a significant association between the g.27147C > G substitution and milk protein yield has also been reported (17). Despite these findings, the precise role of ELF5 in buffalo mammary glands and its impact on lactation remain unclear. Our study aims to address this gap by isolating and characterizing ELF5 transcript variants in buffalo mammary gland tissues. We will also explore the function and molecular mechanisms through which ELF5 regulates milk protein synthesis in BuMECs. The insights gained from this research will significantly deepen our understanding of ELF5’s regulatory role in milk protein synthesis, providing a scientific foundation for improving dairy production.

2 Materials and methods

2.1 Sample collection and ethical approval

Sample collection was conducted in accordance with the Guide for Animal Care and Use of Experimental Animals and approved by Yunnan Agricultural University (No. YNAU2019llwyh019). Tissue samples, including the heart, liver, spleen, lung, kidney, brain, mammary gland and ovary, were collected from five lactating (60 days postpartum) and five non-lactating (60 days pre-partum), 4-year-old, third-parity female Binglangjiang buffalo (river type). Samples were obtained using a puncture technique, as described by Wani (18). All buffalo were maintained under consistent feeding and management conditions.

2.2 Cloning and identification

Total RNA was isolated from tissues and BuMECs using RNAiso Plus (TaKaRa, Dalian, China). The RNA quality was assessed via agarose gel electrophoresis and quantified using a NanoDrop 2000 UV–Vis spectrophotometer (Thermo Fisher Scientific, United States). Complementary DNA (cDNA) synthesis was performed using the M-MLV reverse transcription kit (TaKaRa, Dalian, China), with the resulting cDNA diluted to 300 ng/μL and stored at −80 °C. For cloning and identification of ELF5 transcript variants, the primers were designed based on the reference sequences XM_044929271.2 and XM_025266242.3 for ELF5 amplification (Supplementary Table S1). PCR was performed according to the manufacturer’s instructions for 2×Es Taq Master Mix (CWBIO, Beijing, China). The PCR protocol for ELF5_XM_044929271.2 included an initial denaturation at 95 °C for 3 min, followed by 35 cycles of denaturation at 95 °C for 40 s, annealing at 56 °C for 30 s, and extension at 72 °C for 40 s, with a final extension at 72 °C for 5 min. For ELF5_XM_025266242.3, the only difference was the annealing temperature of 58.5 °C. PCR products were detected via 1.0% agarose gel electrophoresis. Purified PCR products were ligated into the pMD18-T vector (TaKaRa, Dalian, China) at 4 °C for 16 h. The ligated products were transformed into DH5α competent cells, and 10 monoclonal colonies were selected for PCR and bidirectional sequencing by Shanghai Sangon Biotech Co., Ltd.

2.3 Bioinformatics analysis

Raw sequences were processed using Lasergene 7 software package (v7.1.0) (DNAStar Inc., Madison, WI, United States). Open reading frames (ORFs) were identified using the ORF Finder (last accessed on 10 May 2025),1 and homologous sequences were retrieved using BLAST program in the NCBI database (accessed on 10 May 2025).2 Nucleotide and amino acid sequence comparisons for ELF5 were conducted using Megalign (19), with corresponding sequences information presented in Supplementary Table S2.

To investigate the structures and characteristics of ELF5, bioinformatics analyses were performed. The secondary and three-dimensional structures were predicted using SOPMA (accessed on 10 May 2025)3 and SWISS-MODEL (accessed on 10 May 2025),4 respectively. The transcriptional region structures for ELF5 were visualized using GSDS 2.0 (accessed on 10 Jan 2025).5 Motif compositions and domains were analyzed using MEME suite 5.5.4 (accessed on 10 May 2025)6 and Batch CD-Serach Tool (accessed on 10 May 2025),7 with visualization of using TBtools (20). Signal peptide and transmembrane regions were predicted using SignalP-4.1 (accessed on 10 May 2025),8 and TMHMM-2.0 (accessed on 10 May 2025),9 respectively. Physicochemical characteristics and subcellular localization were predicted using ProtParam (accessed on 10 May 2025)10 and EukmPLoc (accessed on 10 May 2025).11

To elucidate the function of ELF5 gene, functional modification sites, biological processes, molecular functions, and cellular components were predicted using PROSITE (accessed on 10 May 2025)12 and InterProScan (accessed on 10 May 2025).13 The crystal structures of ELF5, STAT5A and STAT5B were retrieved from RSCB PDB database (accessed on 10 May 2025),14 and the protein complexes were constructed using the ZDOCK server (accessed on 10 May 2025).15 Molecular docking sites between the proteins were analyzed using PDBePISA (accessed on 10 May 2025)16 and PyMOL software (21). Gene Ontology (GO) enrichment analysis was performed using DAVID (accessed on 10 May 2025).17

2.4 Tissue differential expression analysis

The differential expression of ELF5 across eight tissues was assessed using real-time quantitative PCR (RT-qPCR). RT-qPCR was performed in accordance with the manufacturer’s instructions for SYBR qPCR SuperMix Plus (dib) on a QuantGene 9,600 quantitative PCR detection system (Bioer Technology, Hangzhou, China). The specific qPCR primers were designed spanning exon-exon junctions, ensuring specific amplification of the ELF5 transcript (Supplementary Table S1). The specificity of the qPCR amplification was confirmed by sequencing the products from several tissues, all of which matched the ELF5 sequence obtained from mammary gland tissue. β-actin (ACTB), glyceraldehyde 3-phosphate dehydrogenase (GAPDH) and ribosomal protein S23 (RPS23) served as reference genes. The geometric mean of the three 2-ΔΔCt values for each gene was calculated to normalize the expression level of ELF5 (22).

2.5 Construction of the ELF5 overexpression vector

To construct the overexpression vector, specific primers containing Hind III and EcoR I restriction sites were designed (forward: 5’ AAGCTTATGTTGGACTCAGTGACACAC 3’, reverse: 5’ GAATTCTAGCTTGTCTTCCTGCCACCCAT 3’). The ELF5_EGFP overexpression plasmid was constructed using the pEGFP-N1 vector (CLONTECH Laboratories, Inc.), and it was verified through bidirectional sequencing.

2.6 Cell culture and transfection

To explore the function of ELF5 at cellular level in vitro, BuMECs were isolated, purified and identified by our group from the mammary gland tissues of lactating Binglangjiang buffalo (60 d postpartum) (23). BuMECs were cultured in DMEM/F12 medium containing 10% fetal bovine serum (FBS, Gibco) and 2% penicillin/streptomycin/amphotericin B (Gibco) at 37 °C in a 5% CO2 atmosphere. When the cells reached 80% confluence, a basal culture medium containing 3 μg/mL prolactin (Sigma, St. Louis, MO, United States) was applied to induce lactation 48 h prior to cell transfection (24). Before transfection, BuMECs were starved with basic DMEM culture medium for 2 h. The pEGFP-N1 vector and negative control small interfering RNA (NC-siRNA) were utilized as negative controls for the overexpression and knockdown of ELF5, respectively. ELF5_EGFP (3 μg) and specific siRNA targeting ELF5 coding sequences (siRNA_ELF5) were transfected into BuMECs in six-well plates, and the cells were harvested 48 h later for further analysis.

The information regarding primers for genes related to milk protein synthesis used in RT-qPCR is provided in Supplementary Table S1, which includes prolactin receptor (PRLR), Janus kinase 2 (JAK2), signal transducer and activator of transcription 5A (STAT5A), signal transducer and activator of transcription 5B (STAT5B), suppressor of cytokine signaling 3 (SOCS3), phosphoinositide 3-kinase (PI3K), AKT serine/threonine kinase 1 (AKT1), mammalian target of rapamycin (mTOR), beta-casein (CSN2), and kappa-casein (CSN3).

2.7 Subcellular localization

To determine the subcellular localization of ELF5, we performed localization experiments. Forty-eight hours after transfection with the ELF5_EGFP plasmid, mitochondria and nuclei were stained using MitoTracker® Red CMXRos (Solarbio, Beijing, China) and DAPI (Solarbio, Beijing, China), respectively. ELF5 localization in BuMECs was then observed using a laser scanning confocal microscope (LSCM, Olympus, Tokyo, Japan).

2.8 Casein assay

To investigate the effects of ELF5 gene overexpression and knockdown on casein levels in BuMECs, we measured the casein concentration. Following the transfection of the overexpression vector and siRNA into BuMECs for 48 h, cells were collected. The total casein concentration was determined according to the manufacturer’s instructions (Bovine Casein ELISA Kit, Mlbio, Shanghai, China).

2.9 Cell proliferation assay based on metabolic activity

Cell proliferation was assessed using the Cell Counting Kit-8 (CCK-8), based on the WST-8 assay. BuMECs were plated in 96-well microtiter plates at a density of 5 × 103 cells per well in 100 μL and incubated at 37 °C in a 5% CO2 atmosphere for 24 h. Following incubation, 10 μL of CCK-8 solution (Sangon Biotech, Shanghai, China) was added, and cells were incubated for an additional 2 h at 37 °C. Absorbance was measured at 450 nm using a microplate reader (Thermo Scientific, Waltham, MA, United States) according to the manufacturer’s protocol. Three biological replicates were performed for each experiment. All data presented are the final results after this background correction has been applied.

2.10 Protein extraction and western blotting

The proteins of treated BuMECs were collected with Cell Lysis Buffer (Affinibody, Wuhan, Hubei, China), and the concentration of total protein was assayed using the BCA assay kit (Beyotime). The equal amounts of protein samples (approximately 30 μg of total protein) were electrophoresed in SDS-PAGE and transferred to 0.45 μm PVDF membranes (Millipore, Burlington, MA, United States). Different proteins were detected using specific primary antibodies, including rabbit anti-JAK2 (1:1,000; A80717, Nature Biosciences, Zhejiang, China), rabbit anti-JAK2 (Y1007 + Y1008; 1:1,000; A24101, Nature Biosciences, Zhejiang, China), rabbit anti-STAT5 (1:1,000; bs-1142R, Bioss, Beijing, China), rabbit anti-Phospho-STAT5 (1:1,000; bs-5619R, Bioss, Beijing, China), rabbit anti-PI3K (1:1,000; bs-10657R, Bioss, Beijing, China), rabbit anti-Phospho-PI3K (1:1,000; bs-6417R, Bioss, Beijing, China), rabbit anti-AKT1 (1:1,000; bs-0115R, Bioss, Beijing, China), rabbit anti-Phospho-AKT1 (1:1,000; bs-10133R, Bioss, Beijing, China), rabbit anti-mTOR (1:1,000; A97175, Nature Biosciences, Zhejiang, China), rabbit anti-Phospho-mTOR (S2481; 1:1,000; A27561, Nature Biosciences, Zhejiang, China), rabbit anti-β-casein (1:1,000; bs-0466R, Bioss, Beijing, China), and monoclonal mouse anti-β-actin (1:6,000; HC201, TransGen Biotech, Beijing, China). The membrane was incubated with the primary antibody overnight at 4 °C. The species reactivity of the antibodies is all for cow. Subsequently, the membranes were further incubated with polyclonal goat anti-rabbit IgG (1:5,000; #2491145, Millipore, United States) and polyclonal goat anti-mouse IgG (1:5,000; #2517746, Millipore). The immunoreactive bands were visualized using the supersensitive ECL detection system (Sunview, Shenzhen, China). The protein abundance was determined by Image lab (Bio-rad, California, United States).

2.11 Statistical analysis

All experiments included three biological replicates, and results are presented as the mean ± standard error of the mean (SEM) for each experimental group. We used a two-tailed Student’s t-test to assess statistical significance between two groups. Data analysis and visualization were performed using GraphPad Prism 5 software (GraphPad Software Inc., La Jolla, CA, United States). A p-value of < 0.05 was considered statistically significant, while p-values of < 0.01 and < 0.001 were regarded as highly statistically significant.

3 Results

3.1 Cloning and identification of ELF5

The ELF5 gene was successfully amplified from both lactating (60 days postpartum) and non-lactating (60 days pre-partum) mammary gland tissues. Using the ORF Finder tool, the open reading frame (ORF) of the obtained sequence was identified. A homology search revealed a high degree of sequence conservation among Bovidae species, with a 97.79% sequence identity. The complete coding sequence (CDS) was determined to be 768 bp in length, encoding a protein consisting of 255 amino acid residues (Supplementary Figure S1). The identified ELF5 CDS has been deposited in the NCBI database under the accession number KF724388.1.

In the buffalo mammary gland, only one transcript (ELF5_X2) was cloned, which aligns with the sequence XM_025266242.3 published in the NCBI database. To investigate the structural characteristics of the buffalo ELF5 transcriptional region, we retrieved the transcript variant sequences of buffalo ELF5, as well as homologous sequences from other Bovidae species, from the NCBI database, and further performed reconstruction and comparative analysis of their transcriptional region structures (Figure 1). In buffalo, three transcript variants of the ELF5 gene were identified in the NCBI database, all exhibiting variations in their 5′ untranslated regions (5′UTRs). The CDSs of ELF5 transcript variant 2 (ELF5_X2, accession number: XM_025266242.3) and transcript variant 3 (ELF5_X3, accession number: XM_006062381.4) were identical, spanning exons 2–7, whereas transcript variant 1 (ELF5_X1, accession number: XM_044929271.2) encompassed exons 1–7 (Supplementary Table S2). In cattle, two transcript variants have been identified: transcript variant 1 (Cattle_X1, accession number: XM_005216386.4) and transcript variant 2 (Cattle_NM, accession number: NM_001024569.1), while both the variants share identical CDSs but have distinct 5’UTRs. In this study, only ELF5_X2, with a CDS length of 768 bp, was successfully isolated and characterized from buffalo mammary gland tissue. Consequently, transcript variant 2 of the ELF5 gene (ELF5_X2), hereafter referred to as ELF5, was the focus of subsequent analyses.

Figure 1
Diagram showing gene structure comparisons across various animal species for the ELF5 gene. Red indicates coding sequences, blue shows untranslated regions, and black lines represent introns. Various species including buffalo, cattle, bison, goat, sheep, yak, and zebu are listed on the left with their respective gene sequences. The layout illustrates differences in gene structure among these species. A scale bar at the bottom represents one kilobase.

Figure 1. Transcriptional region structure of ELF5 in Bovidae species.

3.2 Structural features and physicochemical characteristics of ELF5 protein

To investigate the structural similarities and differences of the ELF5 protein between buffalo and other Bovidae species, secondary and tertiary structural analyses were performed. Bioinformatics predictions revealed that buffalo ELF5 comprises 37.25% α- helices (95 AAs), 47.45% random coils (121 AAs), 9.41% extended chains (24 AAs), and 5.88% β turns (15 AAs) (Supplementary Figure S2). Analysis of the tertiary structure showed more than 99.22% sequence identity and 93.00% coverage between buffalo ELF5 and the homology modeling template (AlphaFold Protein Structure Database for cattle, template Q58DT0) (Supplementary Figure S3).

Comparisons of motifs and conserved domains further highlighted structural conservation and subtle differences of ELF5 between buffalo and other Bovidae species. Among the various transcript variants, motif 8 was unique to buffalo_ELF5_X1, except in goat_ELF5_X1. The ELF5 protein in Bovidae species harbors an ETS domain, a characteristic feature of the winged helix DNA-binding domain superfamily, as well as includes a SAM domain, which is associated with protein–protein interactions (Figure 2). Predictions suggest that buffalo ELF5 lacks both a signal peptide and a transmembrane domain (Supplementary Figure S4). Across Bovidae species, hydrophilicity was a conserved property of ELF5 proteins, with isoelectric points (pI) ranging from 5.41 to 6.30 (Supplementary Table S3). Furthermore, a phylogenetic tree constructed using amino acid sequences of ELF5 proteins revealed that buffalo forms a distinct cluster within a larger branch containing other Bovidae species, indicating the high degree of genetic conservation within Bovidae family (Figure 2).

Figure 2
Phylogenetic tree diagram illustrating relationships among various species, each linked with ELF5 gene accession numbers. Motif and conserved domain analysis are depicted with colored bars representing different motifs. The legend specifies motif colors: red, green, purple, etc. Conserved domains include SAM superfamily (red) and ETS (blue).

Figure 2. Phylogenetic tree, motif composition and conserved domain of ELF5-encoded protein. *Represents the sequence obtained in the study.

3.3 Biological process, molecular function, and cellular components

To further investigate the molecular function and mechanism of ELF5, we performed functional predictions that ELF5 involved in. The results revealed its involvement in several biological processes, including the regulation of DNA-templated transcription (GO:0006355), regulation of transcription by RNA polymerase II (GO:0006357), and cell differentiation (GO:0030154). Its functions were predominantly associated with sequence-specific DNA binding (GO:0043565) and DNA-binding transcription factor activity (GO:0003700). Predictions of cellular component that ELF5 was localized in the nucleus (GO:0005634), while subcellular localization analysis suggested dual localization in both the cytoplasm and nucleus (Supplementary Table S4).

3.4 Tissue-specific differential expression profile of ELF5

With the aim of investigating the tissue-specific expression pattern of ELF5 mRNA in lactating BLJ buffalo and gain insights into its potential function, we analyzed its differential expression across various tissues, including the heart, liver, spleen, lung, kidney, brain, mammary gland, and ovary (Figure 3A). The highest level of ELF5 mRNA was observed in the mammary gland, followed by the brain, kidney, and liver, while the lowest expression was found in the lung. Further analysis in lactating BuMECs revealed significantly higher ELF5 expression compared to non-lactating BuMECs, underscoring its potential role in lactation (Figure 3B).

Figure 3
Bar graphs showing relative mRNA expression. Panel A displays expression across various tissues: liver, brain, and mammary gland have the highest levels, while heart, spleen, lung, kidney, and ovary are lower. Panel B compares lactating versus non-lactating BuMCs, showing higher expression in lactating BuMCs, with a significant difference indicated by an asterisk.

Figure 3. Differential expression of ELF5 across various buffalo tissues (A) and in lactating versus non-lactating BuMECs (B). Data are presented as means ± SEM; *p < 0.05.

3.5 Subcellular localization

To determine the subcellular localization of ELF5, BuMECs were transfected with ELF5_EGFP (Figure 4). Laser scanning confocal microscopy (LSCM) revealed that the green fluorescence overlapped with blue (Figure 4D) and red fluorescence (Figure 4E). These findings suggest that ELF5 is localized in both the nucleus and cytoplasm, aligning with the predicted subcellular localization (Supplementary Table S4).

Figure 4
Microscopic images of cells shown in six panels. Panel A shows blue-stained nuclei, panel B shows red-stained cell membranes, and panel C shows green fluorescence in some cells. Panels D, E, and F are overlays; D combines blue and green, E combines red and green, and F combines all three colors, illustrating different cellular components. Each panel is labeled and includes a 20-micrometer scale bar.

Figure 4. Subcellular localization of ELF5 in BuMECs, with the nucleus (blue), mitochondria (red), and ELF5_EGFP (green) observed via LSCM. The nucleus (A) and mitochondria (B) were stained with DAPI and MitoTracker, respectively. (C) Green fluorescence represents ELF5_EGFP expression. (D) Merged image of the nucleus and ELF5_EGFP. (E) Merged image of mitochondria and ELF5_EGFP. (F) Merged image of the nucleus, mitochondria and ELF5_EGFP. Scale bar = 20 μm.

3.6 Prediction of functional modification sites and molecular docking of ELF5

To explore the cellular functions of the buffalo ELF5 protein, we predicted its functional modification sites, including N-glycosylation sites, casein kinase II phosphorylation sites, protein kinase C phosphorylation site, N-myristoylation site and tyrosine kinase phosphorylation site 1 (Table 1). These modification sites suggest that ELF5 may be involved in critical cellular processes such as localization, transcriptional regulation and signal transduction (25, 26). Previous studies have shown that ELF5 acts as both an upstream regulator of the STAT5 gene by binding its promoter and as a downstream transcriptional activator of STAT5, indicating a regulatory feedback loop (27). Crystal structures of ELF5 (PDB ID: 1WWX), STAT5A (PDB ID: 1Y1U), and STAT5B (PDB ID: 6MBW) were retrieved from the Protein Data Bank. The complexes ELF5&STAT5A and ELF5&STAT5B were modeled (Figure 5), and the docking sites analyses revealed that ELF5&STAT5A complex is stabilized by hydrogen bonds and salt bridges, while the ELF5&STAT5B complex is primarily stabilized by hydrogen bonds (Supplementary Tables S5, S6).

Table 1
www.frontiersin.org

Table 1. Predicted modification sites of ELF5 in buffalo.

Figure 5
Protein structure representations of STAT5 and ELF5 interactions. (A) Shows STAT5A in cyan interacting with ELF5 in yellow. (B) Displays STAT5B in red also interacting with ELF5 in yellow. (C) Close-up view highlighting specific amino acid interactions between STAT5A and ELF5, with hydrogen bonds and distances labeled.(D) Similar detailed view for STAT5B and ELF5, showing key interacting residues and their spatial relationships.

Figure 5. Crystal complex of STAT5A&ELF5 (A) and STAT5B&ELF5 (B) modeled using the ZDOCK server, and the molecular docking sites for STAT5A&ELF5 (C) and STAT5B&ELF5 (D) analyzed using PyMOL.

3.7 ELF5 promotes milk protein synthesis via JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways, leading to increased casein concentration

To decipher the role of ELF5 in BuMECs, we conducted both overexpression and knockdown experiments. For overexpression studies, we transfected BuMECs with ELF5_EGFP, using EGFP as a negative control. The overexpression efficiency reached 88.4% (Figure 6A). Overexpressing ELF5 significantly increased the mRNA expression of PRLR, JAK2, STAT5A, and STAT5B (all p < 0.05) within the JAK2-STAT5 signaling pathway. Conversely, it downregulated SOCS3 (p < 0.05) in the same pathway. In the PI3K/AKT1/mTOR pathway, ELF5 overexpression led to a significant increase in PI3K mRNA expression (p < 0.05), while AKT1 and mTOR mRNA levels remained unchanged (Figure 6B). Importantly, ELF5 overexpression remarkably upregulated the expression of CSN2 and CSN3 (both p < 0.05), resulting in a significant increase in casein concentration (Figure 6E).

Figure 6
Nine-panel figure showing bar graphs and protein blots detailing mRNA and protein expression levels. (A) Graph displays relative mRNA expression of EGFP-ELF5 versus EGFP, showing higher expression in EGFP-ELF5.(B) Bar graph compares relative mRNA expression of various genes between EGFP and EGFP-ELF5, with significant differences highlighted.(C) Relative mRNA expression comparison between si-NC and si-ELF5, with si-NC showing higher expression.(D) Graph of mRNA expression for genes between si-NC and si-ELF5, indicating significant changes.(E, F) Two graphs showing casein concentration differences between EGFP/ELF5_EGFP and si-NC/si-ELF5 treatments.(G) Protein blots showing expression levels of various proteins for EGFP, ELF5_EGFP, si-NC, and si-ELF5.(H, I) Graphs of relative protein expression, comparing EGFP with ELF5_EGFP and si-NC with si-ELF5, highlighting significant differences.

Figure 6. Effects of ELF5 on milk protein synthesis in BuMECs with PRL. Changes in ELF5 expression for overexpression (A) and knockdown (C). Effects of ELF5_EGFP (B) and si-ELF5 (D) on the expression of genes involved in milk protein synthesis within the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways. Effects of ELF5_EGFP (E) and si-ELF5 (F) on casein concentration. Effect of ELF5_EGFP (G,H) and si-ELF5 (G,I) on protein levels in the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways. Data are presented as means ± SEM from three individual cultures; *p < 0.05, **p < 0.01, ***p < 0.001.

In the knockdown experiments, we achieved an ELF5 knockdown efficiency of 85.6% (Figure 6C). Knockdown of ELF5 significantly down-regulated the mRNA abundance of PRLR (p < 0.05), JAK2 (p < 0.05) and STAT5B (p < 0.05) in the JAK2-STAT5 signaling pathway. Furthermore, it led to decreased expression of PI3K (p < 0.05), AKT1 (p < 0.05), mTOR (p < 0.05), CSN2 (p < 0.001), CSN3 (p < 0.001) (Figure 6D), which in turn caused a significant decrease in casein concentration (Figure 6F). Western blot analysis further corroborated these findings. ELF5 overexpression also significantly promoted the protein expression of JAK2, P-JAK2, STAT5, P-STAT5, AKT1, P-AKT1, mTOR and CSN2. Conversely, ELF5 knockdown yielded the opposite results (Figures 6GI; Supplementary Figures S5, S6). These findings collectively demonstrate that ELF5 promotes milk protein synthesis through the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways.

3.8 ELF5 promotes buffalo mammary epithelial cells metabolic activity

To delve into the role of ELF5 in cell proliferation, we performed CCK-8 assays to assess its impact on BuMECs metabolic activity. The results demonstrated that overexpression of ELF5 significantly enhanced BuMECs metabolic activity (p < 0.001), while knockdown of ELF5 inhibited the BuMECs metabolic activity (p < 0.001) (Figure 7). These findings confirm that ELF5 plays a crucial role in enhancing BuMECs metabolic activity.

Figure 7
Bar graph displaying OD values for CCK-8 across four groups: si-NC, si-ELF5, EGFP, and ELF5_EGFP. OD values are highest for ELF5_EGFP and lowest for si-ELF5. Significant differences (p<0.001) indicated by asterisks.

Figure 7. OD values of BuMECs detected using CCK-8 assays. ***P<0.001.

4 Discussion

Milk is a complex biological fluid essential for nutrition, composed primarily of casein, whey protein, and triglycerides. These components are synthesized and secreted by bovine mammary epithelial cells under intricate autocrine and paracrine hormonal regulation (28). Among these, milk proteins are particularly crucial for both nutritional value and dairy production, drawing significant research attention. The transcription factor ELF5 is highly expressed in mammary gland tissues and is known to regulate cell proliferation, differentiation, and apoptosis, playing a pivotal role in mammary gland development and function. While the role of ELF5 in regulating milk protein synthesis has been established in other mammals, its specific function in buffalo has remained largely unexplored (29, 30).

This study addresses this gap by investigating ELF5 in Binglangjiang buffalo, focusing on the critical time points of peak lactation (+60 days) and the dry period (−60 days). A primary finding of this work is the successful isolation and identification of a single ELF5 transcript variant from both lactating and non-lactating buffalo mammary gland tissues. The coding sequence (CDS) of buffalo ELF5 is 768 bp in length, encoding 255 amino acid residues. This observation is particularly significant because bioinformatics analysis of the buffalo genome, supported by entries in the NCBI database, predicts the existence of three distinct transcript variants (ELF5_X1, ELF5_X2, and ELF5_X3), which differ in their 5’ untranslated regions (5’UTRs). Lactation is a dynamic process, and while this study provides a critical snapshot, profiling ELF5 expression across a broader time course, from gestation through involution, would provide a more comprehensive understanding of its dynamic regulation.

The exclusive detection of the ELF5_X2 in mammary tissue suggests its expression is governed by a tissue-specific promoter. The different 5’UTRs of the predicted buffalo ELF5 transcripts imply the existence of alternative promoters at the ELF5 gene locus. The variant identified in this study, ELF5_X2, which spans exons 2 to 7, is likely driven by a promoter that contains response elements for lactogenic hormones, rendering it active in mammary epithelial cells. Conversely, the promoter driving ELF5_X1 (encompassing exons 1–7) is probably silenced in this tissue, potentially through epigenetic mechanisms such as DNA methylation, a known regulator of ELF5 expression in mammary epithelial cell lineages (31). This dual mechanism of selective promoter usage and epigenetic silencing ensures transcriptional precision, a hallmark of tightly controlled biological processes like lactation. This pattern of isoform expression also underscores the species-specific and tissue-specific characteristics of the ELF5 gene, as seen in other studies where ELF5 isoforms exhibit distinct expression profiles in tissues like the kidney and breast, or show differential localization in the blastocysts of cattle versus pigs (9, 11). Notably, the transcriptional region of buffalo ELF5 shares high structural similarity with that of other Bovidae species and contains an ETS domain, critical for binding to specific nucleotide sequences and regulating target gene transcription (32). However, comparative genomic results revealed the differences in the 5’UTR and 3’UTR of the ELF5 gene between buffalo, cattle, and goat, suggesting potential species-specific variations in its transcriptional regulation. These non-coding regions are known to be hotspots for regulatory evolution, containing elements that control mRNA stability, translation efficiency, and localization. This divergence in UTRs may represent a different mechanism, allowing each species to exhibit the unique ELF5 protein expression to meet distinct physiological demands, such as the high-protein, high-fat milk. In goats, transcriptomic studies have identified the ELF5 gene as a candidate marker for milk fat synthesis and highlighted the involvement of the FoxO and MAPK signaling pathways in this process. It is inferred that ELF5 may influence milk fat synthesis by regulating SREBP (33). In dairy cattle, the ELF5 gene, acting as a downstream factor of PRL signaling and a transporter of insulin, positively regulates milk protein synthesis (34). The secondary and tertiary structures of buffalo ELF5 also mirror those of other Bovidae species. Furthermore, buffalo ELF5 is a hydrophilic protein with an isoelectric point (pI) below 7, and it lacks both a signal peptide and a transmembrane domain. These striking structural and physicochemical similarities strongly suggest that ELF5 likely shares conserved functional roles across various Bovidae species.

In the study, the differential expression results revealed that the highest ELF5 expression in the mammary gland, followed by lower levels in the liver, kidney, and brain, and minimal expression in the heart, spleen, lung, and ovary. The high expression of ELF5 in brain, kidney and lung indicated that ELF5 functions in non-mammary tissues. The loss of ETS resulted in the loss of expression of some neural marker genes and the ectopic expression of the epidermal marker gene in brain precursor cells (35). In addition to their roles in normal growth and development, ETS proteins are usually involved in the formation and progression of cancer by regulating cell proliferation. Renal cancer is associated with the absence of ELF5, and the rearrangement of the ELF5 gene has already been described in lung cancer cell lines (9). In goats, ELF5 exhibits the high expression in the mammary gland, with lower levels in the liver, lung, kidney, and uterus, and minimal or undetectable levels in the heart, muscle, oviduct, ovary, and spleen (17), which is consistent with this study. It was reported that ELF5 is primarily expressed in epithelial cells, suggesting its role as an epithelial-specific protein (36). Significantly, ELF5 expression was higher in lactating BuMECs compared to non-lactating BuMECs, underscoring its functional relevance during lactation.

ELF5 is highly expressed in tissues abundant in glandular and secretory epithelia, including the mammary gland, salivary gland, kidney, lung, and stomach. Immunohistochemical results indicated that conditional deletion of ELF5 in the mammary glands of female mice led to defects in lobuloalveolar morphology, failure to maintain ductal characteristics typical under the non-pregnant state, and severely underdeveloped morphological maturation (29, 37). Thus, understanding ELF5’s subcellular localization is crucial for elucidating its functional mechanisms. Previous studies showed various ELF5 localization across species and cell types—predominantly nuclear in virgin mouse mammary luminal epithelial cells and mammary epithelial cells (11, 38). However, ELF5 has been observed in the cytoplasm of human breast carcinoma cells (39). In buffalo, we found that ELF5 is localized in both the nucleus and cytoplasm of BuMECs, indicating its dynamic shuttling between these compartments in response to cellular signals. In the nucleus, ELF5 directly regulates the transcription of key milk protein genes such as WAP and CSN2 (40, 41). Its cytoplasmic distribution may be influenced by post-translational modifications like phosphorylation, N-glycosylation, and N-myristoylation, or by interactions with signaling proteins like STAT5A and STAT5B (4244). Phosphorylation regulates nuclear protein transport through multiple mechanisms. It can inhibit nuclear import by reducing the positive charge of nuclear localization signals (NLSs), thereby impairing their binding to importin proteins. Additionally, phosphorylation facilitates nuclear translocation by inducing conformational changes or disrupting nuclear export signals (NESs) (45). Specific phosphorylation sites, such as those for PKC in cytoplasmic domains, further modulate this process (42). Beyond phosphorylation, N-myristoylation, an important fatty acylation of proteins in eukaryotes, played a critical role in mitochondrial localization (46). N-glycosylation may indirectly affect the localization and transport of proteins within the cell by influencing protein folding, stability, and interactions with other molecules (47). Molecular docking analysis indirectly showed that ELF5 forms complexes with STAT5A and STAT5B via salt bridges and/or hydrogen bonds, suggesting potential protein–protein interactions within these complexes (48). Combined with the molecular docking analysis, it is inferred that the binding of ELF5 to STAT5 may induce conformational changes that expose or mask its nuclear import/export signals, ultimately affecting its subcellular localization and transcriptional activity. It should be noted that the predicted ELF5-STAT5 interaction based on molecular docking, while highly suggestive, requires further validation by co-immunoprecipitation or similar methods in future studies.

The molecular mechanisms underlying ELF5’s role in buffalo mammary gland development and function has not been fully elucidated. To address this, we investigated the effects of ELF5 overexpression and knockdown on milk protein synthesis and BuMECs proliferation based on the metabolic activity, focusing on the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways. The JAK2-STAT5 signaling pathway is paramount for mammary epithelial cell proliferation, survival, apoptosis, and milk production (49, 50). Prolactin (PRL), a critical regulator of mammary gland development and lactation, triggers intracellular signaling via its receptor (PRLR) through the JAK2-STAT5 pathway (51). PRL binding to PRLR activates JAK2, which phosphorylates STAT5A and STAT5B, leading to their nuclear translocation and subsequent regulation of milk protein-related gene transcription (52, 53). Our study showed that 3 μg/mL PRL induced lactation in BuMECs. Significantly, ELF5 overexpression upregulated the expression of PRLR, JAK2 and STAT5B, while downregulating SOCS3, a negative regulator of the JAK2-STAT5 pathway. Western blot results further confirmed that ELF5 impacts the protein expression levels of JAK2, P-JAK2, STAT5 and P-STAT5, with ELF5 knockdown having the opposite effect. These findings indicate that ELF5 sensitizes BuMECs to prolactin signaling, creating a positive feedback loop that amplifies the primary lactogenic stimulus (29). Concurrently, ELF5 was found to activate the PI3K/AKT1/mTOR pathway, which is critical for cell growth, proliferation, and overall protein synthesis capacity (54). mTOR directly regulates the protein synthesis in mammals, with AKT acting as a downstream effector kinase of PI3K (55). Our results showed that the overexpression of ELF5 promoted PI3K gene expression, while AKT1 and mTOR remained unchanged. ELF5 overexpression resulted in an increase in PI3K protein, which is sufficient to activate the downstream signaling cascade via post-translational modification, leading to the phosphorylation and activation of AKT1, which in turn phosphorylates and activates mTOR. ELF5 knockdown significantly downregulated the expression of PI3K, AKT1, and mTOR, significantly inhibited the protein expression of PI3K, P-PI3K, AKT1, P-AKT1, and P-mTOR, inferring that ELF5 primarily regulates PI3K transcriptionally and mTOR post-transcriptionally. This mechanism explains a significant change in P-AKT1 and P-mTOR at the protein level while their mRNA levels remained unchanged. Intriguingly, ELF5 overexpression promoted the expression of milk protein-related genes (such as CSN2 and CSN3), increased casein concentration and CSN2 protein level, and enhanced BuMECs metabolic activity strongly associated with cell proliferation. Although the CCK-8 assay results strongly suggest a proliferative role for ELF5, these findings are based on metabolic activity. Future studies will employ more direct measures, such as EdU assays and cell cycle analysis via flow cytometry, to definitively confirm and further clarify its proliferative mechanisms. These findings align with studies in ELF5 knockout mice, where ELF5 deficiency impaired alveolar morphogenesis and prevented milk protein expression in mammary glands (11). Therefore, our study conclusively demonstrates that ELF5 promotes milk protein synthesis, increases casein concentration, and enhances BuMECs metabolic activity through its involvement with both the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways.

5 Conclusion

Our study demonstrates that ELF5 is highly expressed in the lactating mammary gland and is dynamically localized in both the nucleus and cytoplasm of BuMECs, underscoring its crucial role in lactation. We’ve shown that ELF5 promotes both milk protein synthesis and BuMECs proliferation assessed by metabolic activity via influencing the JAK2-STAT5 and PI3K/AKT1/mTOR signaling pathways. These findings offer valuable insights into the structure, characteristics, and functions of ELF5, significantly advancing our understanding of the genetic and molecular mechanisms that governs milk production traits in buffalo.

Data availability statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found at: https://www.ncbi.nlm.nih.gov/, KF724388.1.

Ethics statement

The animal study was approved by Yunnan Agricultural University (No. YNAU2019llwyh019). The study was conducted in accordance with the local legislation and institutional requirements.

Author contributions

RG: Methodology, Writing – original draft, Data curation, Validation. RW: Data curation, Writing – review & editing, Validation. LH: Writing – review & editing, Validation, Software. XF: Conceptualization, Methodology, Writing – review & editing. LQ: Software, Data curation, Writing – review & editing. YM: Writing – review & editing, Funding acquisition, Supervision, Methodology.

Funding

The author(s) declare that financial support was received for the research and/or publication of this article. This research was funded by the National Natural Science Foundation of China (Grant Nos. 32260822, 31760659 and 31460582) and the Natural Science Foundation Key Project of Yunnan Province, China (Grant No. 2014FA032).

Acknowledgments

The authors thank the Institute of Animal Genetics and Breeding at Yunnan Agricultural University for providing the experimental platform and facilities used in this study.

Conflict of interest

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.

Generative AI statement

The authors declare that no Gen AI was used in the creation of this manuscript.

Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fvets.2025.1662345/full#supplementary-material

Footnotes

References

1. Lin, T, Meletharayil, G, Kapoor, R, and Abbaspourrad, A. Bioactives in bovine Milk: chemistry, technology, and applications. Nutr Rev. (2021) 79:48–69. doi: 10.1093/nutrit/nuab099

PubMed Abstract | Crossref Full Text | Google Scholar

2. Larson, BL. Biosynthesis and secretion of Milk proteins: a review. J Dairy Res. (1979) 46:161–74. doi: 10.1017/s002202990001699x

PubMed Abstract | Crossref Full Text | Google Scholar

3. Becskei, Z, Savić, M, Ćirković, D, Rašeta, M, Puvača, N, Pajić, M, et al. Assessment of water buffalo milk and traditional milk products in a sustainable production system. Sustainability. (2020) 12:6616. doi: 10.3390/su12166616

Crossref Full Text | Google Scholar

4. Qu, Z, Li, D, Miao, Y, Shen, X, Yin, Y, and Ai, Y. A survey on the genetic Resourceof Binlangjiang water Buffalo. J Yunnan Agric Univ. (2008) 23:265–9. doi: 10.16211/j.issn.1004-390x(n).2008.02.024

Crossref Full Text | Google Scholar

5. Zhao, Q, Wei, G, Li, K, Duan, S, Ye, R, and Huang, A. Identification and molecular docking of novel Α-glucosidase inhibitory peptides from hydrolysates of Binglangjiang buffalo casein. LWT. (2022):156. doi: 10.1016/j.lwt.2021.113062

Crossref Full Text | Google Scholar

6. Liu, J, Wang, Z, Li, J, Li, H, and Yang, L. Genome-wide identification of diacylglycerol acyltransferases (Dgat) family genes influencing Milk production in Buffalo. BMC Genet. (2020) 21:26. doi: 10.1186/s12863-020-0832-y

PubMed Abstract | Crossref Full Text | Google Scholar

7. de Camargo, GMF, Aspilcueta-Borquis, RR, Fortes, MRS, Porto-Neto, R, Cardoso, DF, Santos, DJA, et al. Prospecting major genes in dairy buffaloes. BMC Genomics. (2015) 16:872–85. doi: 10.1186/s12864-015-1986-2

PubMed Abstract | Crossref Full Text | Google Scholar

8. Zhou, J, Chehab, R, Tkalcevic, J, Naylor, MJ, Harris, J, Wilson, TJ, et al. Elf5 is essential for early embryogenesis and mammary gland development during pregnancy and lactation. EMBO J. (2005) 24:635–44. doi: 10.1038/sj.emboj.7600538

PubMed Abstract | Crossref Full Text | Google Scholar

9. Piggin, CL, Roden, DL, Gallego-Ortega, D, Lee, HJ, Oakes, SR, and Ormandy, CJ. Elf5 isoform expression is tissue-specific and significantly altered in Cancer. Breast Cancer Res. (2016) 18:4. doi: 10.1186/s13058-015-0666-0

PubMed Abstract | Crossref Full Text | Google Scholar

10. Choi, YS, and Sinha, S. Determination of the consensus DNA-binding sequence and a transcriptional activation domain for Ese-2. Biochem J. (2006) 398:497–507. doi: 10.1042/BJ20060375

PubMed Abstract | Crossref Full Text | Google Scholar

11. Lee, HJ, and Ormandy, CJ. Elf5, hormones and cell fate. Trends Endocrinol Metab. (2012) 23:292–8. Epub 2012/04/03. doi: 10.1016/j.tem.2012.02.006

PubMed Abstract | Crossref Full Text | Google Scholar

12. Oikawa, T, and Yamada, T. Molecular biology of the Ets family of transcription factors. Gene. (2003) 303:11–34. doi: 10.1016/S0378-1119(02)01156-3

PubMed Abstract | Crossref Full Text | Google Scholar

13. Oettgen, P, Kas, K, Dube, A, Gu, X, Grall, F, Thamrongsak, U, et al. Characterization of Ese-2, a novel Ese-1-related Ets transcription factor that is restricted to glandular epithelium and differentiated keratinocytes. J Biol Chem. (1999) 274:29439–52. doi: 10.1074/jbc.274.41.29439

PubMed Abstract | Crossref Full Text | Google Scholar

14. Kang, K, Yamaji, D, Yoo, KH, Robinson, GW, and Hennighausen, L. Mammary-specific gene activation is defined by progressive recruitment of Stat5 during pregnancy and the establishment of H3k4me3 Marks. Mol Cel Biol. (2014) 34:464–73. Epub 2013/11/28. doi: 10.1128/MCB.00988-13

PubMed Abstract | Crossref Full Text | Google Scholar

15. Harris, J, Stanford, PM, Sutherland, K, Oakes, SR, Naylor, MJ, Robertson, FG, et al. Socs2 and Elf5 mediate prolactin-induced mammary gland development. Mol Endocrinol. (2006) 20:1177–87. doi: 10.1210/me.2005-0473

PubMed Abstract | Crossref Full Text | Google Scholar

16. Thomas, RS, Ng, ANY, Zhou, J, Tymms, MJ, Doppler, W, and Kola, I. The elf group of Ets-Related Transcription Factors In: JA Mol and RA Clegg, editors. Biology of the mammary gland. Boston, MA: Springer US (2002). 123–8.

Google Scholar

17. Hou, JX, An, XP, Wang, JG, Song, YX, and Cao, BY. Expression of caprine E74-like factor 5 gene and associations of polymorphisms with milk production traits. Small Rumin Res. (2014) 121:193–9. doi: 10.1016/j.smallrumres.2014.06.003

Crossref Full Text | Google Scholar

18. Wani, N, Wani, G, Khan, M, and Salahudin, SJSRR. Effect of oocyte harvesting techniques on in vitro maturation and in vitro fertilization in sheep. Small Rumin Res. (2000) 36:63–7. doi: 10.1016/S0921-4488(99)00097-8

Crossref Full Text | Google Scholar

19. Clewley, JP, and Arnold, C. Megalign. In: SR Swindell, editor. Sequence data analysis guidebook. Totowa, NJ: Springer New York (1997). p. 119–29.

Google Scholar

20. Chen, C, Chen, H, Zhang, Y, Thomas, HR, Frank, MH, He, Y, et al. Tbtools: An integrative toolkit developed for interactive analyses of big biological data. Mol Plant. (2020) 13:1194–202. doi: 10.1016/j.molp.2020.06.009

PubMed Abstract | Crossref Full Text | Google Scholar

21. Mallikaratchy, P, Oliveira, R, Pinho, E, Sousa, AL, Dias, Ó, Azevedo, NF, et al. Modelling aptamers with nucleic acid mimics (NAM): from sequence to three-dimensional docking. PLoS One. (2022) 17:e0264701. doi: 10.1371/journal.pone.0264701

Crossref Full Text | Google Scholar

22. Livak, KJ, and Schmittgen, TD. Analysis of relative gene expression data using real-time quantitative Pcr and the 2−Δδct method. Methods. (2001) 25:402–8. doi: 10.1006/meth.2001.1262

PubMed Abstract | Crossref Full Text | Google Scholar

23. Fan, X, Qiu, L, Zhu, W, Huang, L, Tu, X, and Miao, Y. Cebpa-regulated expression of Socs1 suppresses Milk protein synthesis through Mtor and Jak2-Stat5 signaling pathways in Buffalo mammary epithelial cells. Foods. (2023) 12:708. doi: 10.3390/foods12040708

PubMed Abstract | Crossref Full Text | Google Scholar

24. Gao, R, Zhu, Q, Huang, L, Fan, X, Teng, X, and Miao, Y. Lep gene promotes Milk fat synthesis via the Jak2-Stat3 and Mtor signaling pathways in Buffalo mammary epithelial cells. Animals. (2024) 14:2446. doi: 10.3390/ani14162446

PubMed Abstract | Crossref Full Text | Google Scholar

25. Bai, B, Wang, X-F, Zhang, M, Na, L, Zhang, X, Zhang, H, et al. The N-glycosylation of equine Tetherin affects antiviral activity by regulating its subcellular localization. Viruses. (2020) 12:220. doi: 10.3390/v12020220

PubMed Abstract | Crossref Full Text | Google Scholar

26. Graczyk, D, Dębski, J, Muszyńska, G, Bretner, M, Lefebvre, O, and Boguta, M. Casein kinase ii-mediated phosphorylation of general repressor Maf1 triggers Rna polymerase iii activation. Proc Natl Acad Sci. (2011) 108:4926–31. doi: 10.1073/pnas.1010010108

PubMed Abstract | Crossref Full Text | Google Scholar

27. Kalyuga, M. Exploration of the role of the Ets transcription factor Ese2 in breast Cancer. Sydney, NSW: The University of New South Wales (2011).

Google Scholar

28. Kwon, HC, Jung, HS, Kim, DH, Han, JH, and Han, SG. The role of progesterone in Elf5 activation and Milk component synthesis for cell-cultured Milk production in mac-T cells. Animals. (2024) 14:642. doi: 10.3390/ani14040642

PubMed Abstract | Crossref Full Text | Google Scholar

29. Choi, YS, Chakrabarti, R, Escamilla-Hernandez, R, and Sinha, S. Elf5 conditional knockout mice reveal its role as a master regulator in mammary alveolar development: failure of Stat5 activation and functional differentiation in the absence of Elf5. Dev Biol. (2009) 329:227–41. doi: 10.1016/j.ydbio.2009.02.032

PubMed Abstract | Crossref Full Text | Google Scholar

30. Oakes, SR, Naylor, MJ, Asselin-Labat, M-L, Blazek, KD, Gardiner-Garden, M, Hilton, HN, et al. The Ets transcription factor Elf5 specifies mammary alveolar cell fate. Genes Dev. (2008) 22:581–6. doi: 10.1101/gad.1614608

PubMed Abstract | Crossref Full Text | Google Scholar

31. Lee, HJ, Hinshelwood, RA, Bouras, T, Gallego-Ortega, D, Valdés-Mora, F, Blazek, K, et al. Lineage specific methylation of the Elf5 promoter in mammary epithelial cells. Stem Cells. (2011) 29:1611–9. doi: 10.1002/stem.706

PubMed Abstract | Crossref Full Text | Google Scholar

32. Mavrothalassitis, G, and Ghysdael, J. Proteins of the Ets family with transcriptional repressor activity. Oncogene. (2000) 19:6524–32. doi: 10.1038/sj.onc.1204045

PubMed Abstract | Crossref Full Text | Google Scholar

33. Ma, C, Guo, Y, Tu, T, Cui, S, Zhong, J, Zhang, Y, et al. Elf5 gene promotes Milk lipid synthesis in goat mammary epithelial cells by transcriptomic analysis. Genomics. (2025) 117:111023. doi: 10.1016/j.ygeno.2025.111023

PubMed Abstract | Crossref Full Text | Google Scholar

34. Sigl, T, Meyer, HHD, and Wiedemann, S. Gene expression analysis of protein synthesis pathways in bovine mammary epithelial cells purified from milk during lactation and short-term restricted feeding. J Anim Physiol Anim Nutr. (2013) 98:84–95. doi: 10.1111/jpn.12039

PubMed Abstract | Crossref Full Text | Google Scholar

35. Akanuma, T, and Nishida, H. Ets-mediated brain induction in embryos of the ascidian Halocynthia roretzi. Dev Genes Evol. (2003) 214:1–9. doi: 10.1007/s00427-003-0368-y

PubMed Abstract | Crossref Full Text | Google Scholar

36. Lapinskas, EJ, Palmer, J, Ricardo, S, Hertzog, PJ, Hammacher, A, and Pritchard, MA. A major site of expression of the Ets transcription factor Elf5 is epithelia of exocrine glands. Histochem Cell Biol. (2004) 122:521–6. doi: 10.1007/s00418-004-0713-x

PubMed Abstract | Crossref Full Text | Google Scholar

37. Chakrabarti, R, Wei, Y, Romano, R-A, DeCoste, C, Kang, Y, and Sinha, S. Elf5 regulates mammary gland stem/progenitor cell fate by influencing notch signaling. Stem Cells. (2012) 30:1496–508. doi: 10.1002/stem.1112

PubMed Abstract | Crossref Full Text | Google Scholar

38. Kim, U, Kim, S, Kim, N, and Shin, HY. Mammary-enriched transcription factors synergize to activate the Wap super-enhancer for mammary gland development. Int J Mol Sci. (2022) 23:11680. doi: 10.3390/ijms231911680

PubMed Abstract | Crossref Full Text | Google Scholar

39. Hynes, N, Gallego-Ortega, D, Ledger, A, Roden, DL, Law, AMK, Magenau, A, et al. Elf5 drives lung metastasis in luminal breast cancer through recruitment of Gr1+ Cd11b+ myeloid-derived suppressor cells. PLoS Biol. (2015) 13:e1002330. doi: 10.1371/journal.pbio.1002330

Crossref Full Text | Google Scholar

40. Wellberg, E, Metz, RP, Parker, C, and Porter, WW. The Bhlh/pas transcription factor Singleminded 2s promotes mammary gland lactogenic differentiation. Development. (2010) 137:945–52. doi: 10.1242/dev.041657

PubMed Abstract | Crossref Full Text | Google Scholar

41. Hilton, HN. Investigation of the role of novel hormone regulated genes in mammary gland development and carcinogenesis. Sydney, NSW: The University of New South Wales (2009).

Google Scholar

42. Gruss, OJ, Feick, P, Frank, R, and Dobberstein, B. Phosphorylation of components of the ER translocation site. Eur J Biochem. (2001) 260:785–93. doi: 10.1046/j.1432-1327.1999.00215.x

Crossref Full Text | Google Scholar

43. Chavan, M, and Lennarz, W. The molecular basis of coupling of translocation and N-glycosylation. Trends Biochem Sci. (2006) 31:17–20. doi: 10.1016/j.tibs.2005.11.010

PubMed Abstract | Crossref Full Text | Google Scholar

44. Yuan, M, Song, Z-h, Ying, M-d, Zhu, H, He, Q-j, Yang, B, et al. N-myristoylation: from cell biology to translational medicine. Acta Pharmacol Sin. (2020) 41:1005–15. doi: 10.1038/s41401-020-0388-4

PubMed Abstract | Crossref Full Text | Google Scholar

45. Xu, S, Suttapitugsakul, S, Tong, M, and Wu, R. Systematic analysis of the impact of phosphorylation and O-Glcnacylation on protein subcellular localization. Cell Rep. (2023) 42:112796. doi: 10.1016/j.celrep.2023.112796

PubMed Abstract | Crossref Full Text | Google Scholar

46. Harada, H, Moriya, K, Kobuchi, H, Ishihara, N, and Utsumi, T. Protein N-Myristoylation plays a critical role in the mitochondrial localization of human mitochondrial complex I accessory subunit Ndufb7. Sci Rep. (2023) 13:22991. doi: 10.1038/s41598-023-50390-z

PubMed Abstract | Crossref Full Text | Google Scholar

47. Pasala, C, Sharma, S, Roychowdhury, T, Moroni, E, Colombo, G, and Chiosis, G. N-glycosylation as a modulator of protein conformation and assembly in disease. Biomolecules. (2024) 14:282. doi: 10.3390/biom14030282

PubMed Abstract | Crossref Full Text | Google Scholar

48. Xu, D, Tsai, C-J, and Nussinov, R. Hydrogen bonds and salt bridges across protein-protein interfaces. Protein Eng. (1997) 10:999–1012. doi: 10.1093/protein/10.9.999

PubMed Abstract | Crossref Full Text | Google Scholar

49. Liu, Y, Zhen, H, Wu, X, Wang, J, Luo, Y, Hu, J, et al. Molecular characteristics of Jak2 and its effect on the Milk fat and casein synthesis of ovine mammary epithelial cells. Int J Mol Sci. (2024) 25:4027. doi: 10.3390/ijms25074027

PubMed Abstract | Crossref Full Text | Google Scholar

50. Khan, MZ, Khan, A, Xiao, J, Ma, Y, Ma, J, Gao, J, et al. Role of the Jak-stat pathway in bovine mastitis and Milk production. Animals. (2020) 10:2107. doi: 10.3390/ani10112107

PubMed Abstract | Crossref Full Text | Google Scholar

51. Kelly, PA, Bachelot, A, Kedzia, C, Hennighausen, L, Ormandy, CJ, Kopchick, JJ, et al. The role of prolactin and growth hormone in mammary gland development. Mol Cell Endocrinol. (2002) 197:127–31. doi: 10.1016/S0303-7207(02)00286-1

PubMed Abstract | Crossref Full Text | Google Scholar

52. Liu, XF, Li, M, Li, QZ, Lu, LM, Tong, HL, and Gao, XJ. Stat5a increases lactation of dairy cow mammary gland epithelial cells cultured in vitro. In Vitro Cell Dev Biol - Anim. (2012) 48:554–61. doi: 10.1007/s11626-012-9545-5

PubMed Abstract | Crossref Full Text | Google Scholar

53. Wheeler, TT, Broadhurst, MK, Sadowski, HB, Farr, VC, and Prosser, CG. Stat5 phosphorylation status and DNA-binding activity in the bovine and murine mammary glands. Mol Cell Endocrinol. (2001) 176:39–48. doi: 10.1016/S0303-7207(01)00481-6

PubMed Abstract | Crossref Full Text | Google Scholar

54. Kamal, A, Lakshma Nayak, V, Nagesh, N, Vishnuvardhan, MVPS, and Subba Reddy, NV. Benzo[B]furan derivatives induces apoptosis by targeting the Pi3k/Akt/Mtor signaling pathway in human breast Cancer cells. Bioorg Chem. (2016) 66:124–31. doi: 10.1016/j.bioorg.2016.04.004

PubMed Abstract | Crossref Full Text | Google Scholar

55. Ma, XM, and Blenis, J. Molecular mechanisms of Mtor-mediated translational control. Nat Rev Mol Cell Biol. (2009) 10:307–18. doi: 10.1038/nrm2672

PubMed Abstract | Crossref Full Text | Google Scholar

Glossary

ACTB - β-actin

AA - Amino Acid

AKT1 - AKT Serine/Threonine Kinase 1

BuMECs - Buffalo Mammary Epithelial Cells

CSN2 - Beta-Casein

CSN3 - Kappa-Casein

CCK-8 - Cell Counting Kit-8

ORF - Open Reading Frame

CDS - Coding Sequence

ELF5 - E74 Like ETS Transcription Factor 5

ETS - E-Twenty Six Transformation-Specific

GAPDH - Glyceraldehyde 3-Phosphate Dehydrogenase

JAK2 - Janus Kinase 2

LSCM - Laser Scanning Confocal Microscope

mTOR - Mammalian Target Of Rapamycin

NC - Negative Control

pI - Isoelectric Points

PI3K - Phosphoinositide 3-Kinase

PRLR - Prolactin Receptor

RT-qPCR - Real-Time Quantitative PCR

RPS23 - Ribosomal Protein S23

SAM - Sterile Alpha Motif

siRNA - Small Interfering RNA

STAT5A - Signal Transducer And Activator Of Transcription 5A

STAT5B - Signal Transducer And Activator Of Transcription 5B

SOCS3 - Suppressor Of Cytokine Signaling 3

5’UTR - 5’ Untranslated Regions

Keywords: buffalo, ELF5 gene, overexpression and knockdown, gene function, milk protein synthesis

Citation: Gao R, Wang R, Huang L, Fan X, Qian L and Miao Y (2025) Deciphering the regulatory role of ELF5 in buffalo lactation. Front. Vet. Sci. 12:1662345. doi: 10.3389/fvets.2025.1662345

Received: 09 July 2025; Accepted: 19 September 2025;
Published: 06 October 2025.

Edited by:

Shi-Yi Chen, Sichuan Agricultural University, China

Reviewed by:

Xiaogang Cui, Shanxi University, China
Liu Yayi, Northwest A&F University Hospital, China

Copyright © 2025 Gao, Wang, Huang, Fan, Qian and Miao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Yongwang Miao, eW9uZ3dhbmdtaWFvMUAxMjYuY29t

These authors have contributed equally to this work and share first authorship

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.