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本研究以金黄仓鼠(Mesocricetus auratus)为实验动物,对乳脂球和乳腺进行转录组测序(transcriptome sequencing, RNA-seq),研究其基因表达模式的差异和相关性,探讨应用可多次取样的乳脂球作为研究泌乳特征相关基因表达模式的可行性。采用Trizol法提取金黄仓鼠乳腺组织及乳脂球中的总RNA进行转录组测序,并对乳腺组织和乳脂球中的基因表达模式进行对比分析。结果显示,在金黄仓鼠mRNA中共鉴定出了21 360个基因,其中12 624(59%)个基因在乳脂球和乳腺组织共表达,包括7 908个非差异表达基因(non-differentially expressed genes, NDEGs)和3 992个差异表达基因(differentially expressed genes, DEGs)。NDEGs仅占基因总数的37%,说明乳腺组织和乳脂球中的基因表达模式存在较大差异。对NDEGs和DEGs分别进行GO和KEGG富集分析,结果显示NDEGs和DEGs均主要富集在脂质代谢等泌乳功能相关的信号通路。随机选取4个与泌乳性状相关的NDEGs和DEGs通过实时荧光定量PCR分析其表达量,结果显示其表达趋势与RNA-seq相符。综上所述,乳脂球和乳腺组织中的基因表达模式具有较大差异,乳脂球不适宜完全替代乳腺组织作为基因表达相关研究的材料,仅可应用于部分泌乳相关基因表达的研究。本研究为应用乳脂球代替乳腺组织研究哺乳动物泌乳性状相关基因的表达及调控机制提供了新的理解和数据参考。
Abstract:Golden hamsters(Mesocricetus auratus) were used as the experimental animals to perform transcriptome sequencing(RNA-seq) on milk fat globules and mammary gland in this study. The differences and correlation in gene expression patterns have been stu-died to explore the feasibility of applying multiple milk fat globules that can be sampled multiple times to study gene expression patterns related to lactation characteristics. Total RNA from mammary gland and milk fat globules from golden hamsters was extracted for transcriptome sequencing by Trizol, and gene expression patterns in mammary gland and milk fat globules were compared. The results showed that a total of 21 360 genes were identified from golden hamsters mRNA, of which 12 624(59%) genes were co-expressed in milk fat globules and mammary gland, including 7 908 non-differentially expressed genes(NDEGs) and 3 992 differentially expressed genes(DEGs). NDEGs accounted for only 37% of the total number of genes, indicating large differences in gene expression patterns between milk fat globules and mammary gland. GO and KEGG enrichment analysis of the NDEGs and DEGs showed that both NDEGs and DEGs were mainly enriched in the signaling pathways related to the lactation function such as lipid metabolism. Four randomly selected NDEGs and DEGs associated with lactation traits were analyzed by real time quantitative PCR and the results showed that their expression trends were consistent with RNA-seq. In conclusion, the gene expression patterns in milk fat globules and mammary gland are quite different. Milk fat globules are not suitable to completely replace the breast tissue as materials for gene expression-related studies, and can only be applied to the study of partial lactation-related gene expression. This study provides a new understanding and data reference for the application of milk fat globules instead of mammary gland to study the expression and the regulation mechanism of genes related to lactation traits in mammals.
段红娟,孟桂智,刘宝宝,等,2023.mTOR信号通路调控乳成分合成的研究进展.黑龙江畜牧兽医(13):23-28.[DUAN H J,MENG G Z,LIU B B,et al.,2023.Research progress in regulation of milk component synthesis by mTOR signaling pathway.Heilongjiang Animal Science and Veterinary Medicine (13):23-28.]
李茜,李妍,高艳霞,等,2019.基于转录组测序的奶牛泌乳初期与干奶期肝脏差异表达基因分析.中国兽医学报,39(12):2458-2466.[LI Q,LI Y,GAO Y X,et al.,2019.Differentially expressed genes in liver of Chinese Holstein cows between early lactation and dry period based on transcriptomes with high-throughput RNA-seq technology.Chinese Journal of Veterinary Science,39(12):2458-2466.]
张宏道,张英,吕小龙,等,2021.piRNA通路在哺乳动物雌性生殖中具有不可或缺的功能.中国细胞生物学学报,43(12):2277-2283.[ZHANG H D,ZHANG Y,LYU X L,et al.,2021.The piRNA pathway is essential for mammalian female fertility.Chinese Journal of Cell Biology,43(12):2277-2283.]
ARORA R,SHARMA A,SHARMA U,et al.,2019.Buffalo milk transcriptome:a comparative analysis of early,mid and late lactation.Sci.Rep.,9:5993.
BEN CHEDLY H,BOUTINAUD M,BERNIER-DODIER P,et al.,2010.Disruption of cell junctions induces apoptosis and reduces synthetic activity in lactating goat mammary gland.J.Dairy Sci.,93(7):2938-2951.
BISUTTI V,PEGOLO S,GIANNUZZI D,et al.,2022.The β-casein (CSN2) A2 allelic variant alters milk protein profile and slightly worsens coagulation properties in Holstein cows.J.Dairy Sci.,105(5):3794-3809.
BOUTINAUD M,RULQUIN H,KEISLER D H,et al.,2002.Use of somatic cells from goat milk for dynamic studies of gene expression in the mammary gland.J.Anim.Sci.,80(5):1258-1269.
BOUTINAUD M,HERVE L,LOLLIVIER V,2015.Mammary epithelial cells isolated from milk are a valuable,non-invasive source of mammary transcripts.Front.Genet.,6:323.
CAVALETTO M,GIVONETTI A,CATTANEO C,2022.The immunological role of milk fat globule membrane.Nutrients,14(21):4574.
CHEN Q M,WU Y J,ZHANG M Y,et al.,2016.Milk fat globule is an alternative to mammary epithelial cells for gene expression analysis in buffalo.J.Dairy Res.,83(2):202-208.
HERVE L,QUESNEL H,LOLLIVIER V,et al.,2016.Regulation of cell number in the mammary gland by controlling the exfoliation process in milk in ruminants.J.Dairy Sci.,99(1):854-863.
HOU Y L,XIE Y,YANG S H,et al.,2021.EEF1D facilitates milk lipid synthesis by regulation of PI3K-Akt signaling in mammals.FASEB J.,35(5):e21455.
KOTHAPALLI K S D,PARK H G,GUO X X,et al.,2018.A novel FADS2 isoform identified in human milk fat globule suppresses FADS2 mediated Δ6-desaturation of omega-3 fatty acids.Prostaglandins Leukot.Essent.Fatty Acids,138:52-59.
KRAPPMANN K,WEIKARD R,KüHN C,2012.Evaluation of a replacement method for mammary gland biopsies by comparing gene expression in udder tissue and mammary epithelial cells isolated from milk.Res.Vet.Sci.,93(2):970-974.
LI C M,LI L,ALI I,et al.,2021.UFL1 regulates milk protein and fat synthesis-related gene expression of bovine mammary epithelial cells probably via the mTOR signaling pathway.In Vitro Cell.Dev.Biol.Anim.,57(5):550-559.
LIU J J,LIANG A X,CAMPANILE G,et al.,2018.Genome-wide association studies to identify quantitative trait loci affecting milk production traits in water buffalo.J.Dairy Sci.,101(1):433-444.
MATHER I H,KEENAN T W,1998.Origin and secretion of milk lipids.J.Mammary Gland Biol.Neoplasia,3(3):259-273.
MOHAMMAD M A,HADSELL D L,HAYMOND M W,2012.Gene regulation of UDP-galactose synthesis and transport:potential rate-limiting processes in initiation of milk production in humans.Am.J.Physiol.Endocrinol.Metab.,303(3):E365-E376.
MOHAMMAD M A,HAYMOND M W,2013.Regulation of lipid synthesis genes and milk fat production in human mammary epithelial cells during secretory activation.Am.J.Physiol.Endocrinol.Metab.,305(6):E700-E716.
SORG D,POTZEL A,BECK M,et al.,2012.Effects of cell culture techniques on gene expression and cholesterol efflux in primary bovine mammary epithelial cells derived from milk and tissue.In Vitro Cell.Dev.Biol.Anim.,48(9):550-553.
SU M,PAN T,CHEN Q Z,et al.,2022.Data analysis guidelines for single-cell RNA-seq in biomedical studies and clinical applications.Mil.Med.Res.,9(1):68.
THUM C,ROY N C,EVERETT D W,et al.,2023.Variation in milk fat globule size and composition:a source of bioactives for human health.Crit.Rev.Food Sci.Nutr.,63(1):87-113.
TZIRKEL-HANCOCK N,SHARABI L,ARGOV-ARGAMAN N,2023.Milk fat globule size:unraveling the intricate relationship between metabolism,homeostasis,and stress signaling.Biochimie,215:4-11.
WANG C N,ZHAO R,ZHAO Z X,et al.,2023.Proteomic characterization and comparison of milk fat globule membrane proteins of Saanen goat milk from 3 habitats in China using SWATH-MS technique.J.Dairy Sci.,106(4):2289-2302.
WU X L,DING X D,ZHAO Y X,et al.,2023.Editorial:lactation genomics and phenomics in farm animals:where are we at?.Front.Genet.,14:1173595.
WU Z,SUN S R,FAN R,et al.,2022.Tubulin alpha 1c promotes aerobic glycolysis and cell growth through upregulation of yes association protein expression in breast cancer.Anticancer Drugs,33(2):132-141.
XUAN R,WANG J M,ZHAO X D,et al.,2022.Transcriptome analysis of goat mammary gland tissue reveals the adaptive strategies and molecular mechanisms of lactation and involution.Int.J.Mol.Sci.,23(22):14424.
YANG J,JIANG J C,LIU X,et al.,2016.Differential expression of genes in milk of dairy cattle during lactation.Anim.Genet.,47(2):174-180.
ZHOU F T,TENG X H,WANG P,et al.,2020.Isolation,identification,expression and subcellular localization of PPARG gene in buffalo mammary gland.Gene,759:144981.
基本信息:
DOI:10.13417/j.gab.043.001575
中图分类号:S813
引用信息:
[1]李玉洁,蒋晗偲,徐晓晛,等.金黄仓鼠乳脂球与乳腺组织转录谱的比较分析[J].基因组学与应用生物学,2024,43(Z1):1575-1585.DOI:10.13417/j.gab.043.001575.
基金信息:
广西科技重大专项项目(AA22068099); 广西自然科学基金项目(2021GXNSFBA196036); 广西大学“大学生创新创业训练计划”资助项目(S202210593337)共同资助
2024-10-25
2024-10-25