McGettigan P A, Browne J A, Carrington S D, Crowe M A, Fair T, Forde N, Loftus B J, Lohan A, Lonergan P, Pluta K, Mamo S, Murphy A, Roche J, Walsh S W, Creevey C J, Earley B, Keady S, Kenny D A, Matthews D, McCabe M, Morris D, O'Loughlin A, Waters S, Diskin M G, Evans A C O
School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland.
School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland.
Reprod Fertil Dev. 2016;28(1-2):11-24. doi: 10.1071/RD15354.
To compare gene expression among bovine tissues, large bovine RNA-seq datasets were used, comprising 280 samples from 10 different bovine tissues (uterine endometrium, granulosa cells, theca cells, cervix, embryos, leucocytes, liver, hypothalamus, pituitary, muscle) and generating 260 Gbases of data. Twin approaches were used: an information-theoretic analysis of the existing annotated transcriptome to identify the most tissue-specific genes and a de-novo transcriptome annotation to evaluate general features of the transcription landscape. Expression was detected for 97% of the Ensembl transcriptome with at least one read in one sample and between 28% and 66% at a level of 10 tags per million (TPM) or greater in individual tissues. Over 95% of genes exhibited some level of tissue-specific gene expression. This was mostly due to different levels of expression in different tissues rather than exclusive expression in a single tissue. Less than 1% of annotated genes exhibited a highly restricted tissue-specific expression profile and approximately 2% exhibited classic housekeeping profiles. In conclusion, it is the combined effects of the variable expression of large numbers of genes (73%-93% of the genome) and the specific expression of a small number of genes (<1% of the transcriptome) that contribute to determining the outcome of the function of individual tissues.
为了比较牛组织之间的基因表达,使用了大型牛RNA测序数据集,该数据集包含来自10种不同牛组织(子宫内膜、颗粒细胞、卵泡膜细胞、子宫颈、胚胎、白细胞、肝脏、下丘脑、垂体、肌肉)的280个样本,并产生了260千兆碱基的数据。采用了两种方法:对现有的注释转录组进行信息论分析,以识别最具组织特异性的基因;进行从头转录组注释,以评估转录图谱的一般特征。在至少一个样本中有至少一条读数的情况下,检测到97%的Ensembl转录组有表达,在单个组织中,百万标签数(TPM)为10或更高水平时,检测到的表达率在28%至66%之间。超过95%的基因表现出一定程度的组织特异性基因表达。这主要是由于不同组织中表达水平不同,而不是在单一组织中特异性表达。不到1%的注释基因表现出高度受限的组织特异性表达谱,约2%表现出经典的管家基因表达谱。总之,是大量基因(基因组的73%-93%)的可变表达和少量基因(转录组的<1%)的特异性表达共同作用,决定了各个组织功能的结果。