Cendron F, Franzoi M, De Marchi M, Rosani U, Penasa M
Department of Agronomy, Food, Natural Resources, Animals and Environment (DAFNAE), University of Padova, 35020 Legnaro (PD), Italy.
Department of Biology (DiBio), University of Padova, 35131 Padova, Italy.
J Dairy Sci. 2025 Mar;108(3):2981-2994. doi: 10.3168/jds.2024-25145. Epub 2024 Dec 6.
MicroRNAs (miRNAs) are short RNA molecules, typically 21 to 25 nucleotides long, synthesized within eukaryotic cells. They play a crucial role in coordinating complex gene expression regulatory networks. The miRNAs are involved in post-transcriptional regulation, either by degrading target mRNA or suppressing their transcription, thereby influencing protein translation. Additionally, characteristics of farm production systems exert a noticeable influence on miRNA profiles, shaping the functional properties of bovine milk. In this study, milk and colostrum samples of Holstein cows (Bos taurus) were collected for RNA extraction and sequencing. Sequencing data underwent quality controls, and short noncoding RNA reads were analyzed to identify and compare miRNA profiles. The sequencing runs yielded 73,567,661 and 44,283,978 reads for milk and colostrum samples, respectively. Following trimming, 8,335,860 and 7,778,212 reads for milk and colostrum samples were retained. A total of 4.3% milk and 37.8% colostrum reads were identified as miRNAs. Overall, 157 miRNAs were common to milk and colostrum, 2 were unique to milk, and 90 were unique to colostrum. After applying a minimal cutoff of 100 reads per miRNA, 146 miRNAs were considered as expressed. In milk, bta-miR-101 was unique; in colostrum, bta-miR-18a, bta-miR-262-3p, bta-miR-130a, and bta-miR-224 were unique; and 141 miRNAs were common to colostrum and milk. Chromosome distribution of these miRNAs varied, with higher representation on autosome 19 and sexual chromosome X. Overall, colostrum contained a greater number of miRNAs, although specific miRNAs such as miR-11-988b, miR-140, and miR-146b were more abundant in milk. Conversely, miRNAs such as miR-7a-5p, let-7e, and miR-16a were more prevalent in colostrum. Validation through quantitative PCR confirmed the expression levels of selected miRNAs from RNA sequencing, establishing concordance between the methods. Analysis of gene regulation by specific miRNAs identified key miRNAs (e.g., miR-223, miR-181a, and miR-155) involved in regulating various genes. Distinct miRNA profiles in milk and colostrum suggest various functionalities, potentially influencing calf development and immune responses. The study unveils a comprehensive map of miRNAs in milk and colostrum and highlights their potential roles in regulating biological processes, as they play an essential role in calf development, disease resistance, and metabolism.
微小RNA(miRNA)是短链RNA分子,通常长度为21至25个核苷酸,在真核细胞内合成。它们在协调复杂的基因表达调控网络中发挥着关键作用。miRNA参与转录后调控,通过降解靶mRNA或抑制其转录来影响蛋白质翻译。此外,农场生产系统的特征对miRNA谱有显著影响,塑造了牛乳的功能特性。在本研究中,采集了荷斯坦奶牛(Bos taurus)的牛奶和初乳样本用于RNA提取和测序。对测序数据进行质量控制,并分析短链非编码RNA读数以鉴定和比较miRNA谱。牛奶和初乳样本的测序分别产生了73,567,661和44,283,978条读数。经过修剪后,牛奶和初乳样本分别保留了8,335,860和7,778,212条读数。分别有4.3%的牛奶读数和37.8%的初乳读数被鉴定为miRNA。总体而言,157种miRNA在牛奶和初乳中共有,2种miRNA仅存在于牛奶中,90种miRNA仅存在于初乳中。在对每个miRNA应用至少100条读数的最小阈值后,146种miRNA被认为是有表达的。在牛奶中,bta-miR-101是独特的;在初乳中,bta-miR-18a、bta-miR-262-3p、bta-miR-130a和bta-miR-224是独特的;141种miRNA在初乳和牛奶中共有。这些miRNA的染色体分布各不相同,在常染色体19和性染色体X上的表现更为突出。总体而言,初乳中miRNA的数量更多,尽管特定的miRNA如miR-11-988b、miR-140和miR-146b在牛奶中更为丰富。相反,miR-7a-5p、let-7e和miR-16a等miRNA在初乳中更为普遍。通过定量PCR进行的验证证实了RNA测序中所选miRNA的表达水平,确定了两种方法之间的一致性。对特定miRNA的基因调控分析确定了参与调控各种基因的关键miRNA(如miR-223、miR-181a和miR-155)。牛奶和初乳中不同的miRNA谱表明其具有多种功能,可能影响犊牛发育和免疫反应。该研究揭示了牛奶和初乳中miRNA的全面图谱,并突出了它们在调节生物过程中的潜在作用,因为它们在犊牛发育、抗病性和新陈代谢中起着至关重要的作用。