血液mirnaome的分析揭示了miRNAs在饲养场牛各种跛行表型中的潜在调节作用。

IF 3.5 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Zhe Pan, Wentao Li, Sonja Bialobzyski, Yanhong Chen, Eoin O'Hara, Hui-Zeng Sun, Karen Schwartzkopf-Genswein, Le Luo Guan
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引用次数: 0

摘要

背景:跛行是牛多种足部疾病的统称,包括但不限于足腐病(FR)、数字性皮炎(DD)和足尖坏死(TTN),这是一个严重的福利问题。在饲养场的牛跛足的特定表型的诊断是具有挑战性的,主要依赖于视觉评估。然而,不同的跛行表型具有相似的临床症状,并且对与此类疾病相关的潜在生物标志物的了解有限,无法进行进一步的分子诊断。本研究旨在鉴定不同跛行表型的饲养场牛的血液miRNA谱,以及它们是否可以作为区分跛行表型和预测跛行恢复的潜在诊断标记。结果:利用RNA-seq技术,对治疗前第0周(W0)采集的饲养场牛全血样本(n = 106)生成了MicroRNAome图谱,并对W0至W2期间跛行恢复相关的纵向miRNA表达谱(n = 140)进行了分析。选择10个miRNA,使用茎环RT-qPCR验证miRNA测序的准确性。共鉴定出321个mirna在牛血液样本中表达,其中3个(均下调,平均log2倍变化= -1.32),7个(2个下调,平均log2倍变化= -1.15,5个上调,平均log2倍变化= 1.68),6个(3个下调,平均log2倍变化= -1.23,3个上调,平均log2倍变化= 3.31),14个(8个下调,平均log2倍变化= -1.24)。在W0时,与健康对照相比,DD、FR、TTN和FR合并DD (FRDD)中分别有6个mirna上调,平均log2倍变化= 1.26)差异表达(DE) mirna(定义为预处理DE mirna)。经鉴定的DE mirna在不同跛行表型中的预测功能主要与锌指、肌肉细胞发育和宿主炎症反应有关。此外,纵向miRNA表达谱显示,从W0到W2共有8个miRNA发生了变化,其中BTB/ poz样结构域是未恢复和恢复牛的纵向miRNA表达谱中最富集的功能。从W0到W2,有9个mirna(5个下调,平均log2倍变化= -2.4,4个上调,平均log2倍变化= 3.7)在未恢复的牛中与恢复的牛相比存在差异表达,其功能与转录调节和锌指相关。此外,受试者工作特征(ROC)曲线下面积(AUC)显示,预处理DE mirna可以作为区分四种跛行表型中的任何两种的良好诊断标记,其中bta-miR-339b能够区分所有跛行表型。此外,预处理DE mirna还可以预测三种跛行表型(DD, FRDD, TTN)的恢复,具有良好到极好的预测性。结论:我们的研究结果全面评估了血液中mirnaome对各种跛行表型的响应,促进了对饲养场牛跛行mirna调控机制的理解。诊断性miRNA标记也被确定用于区分跛行表型和预测跛行恢复,为准确的农场跛行检测提供了线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Profiling of blood miRNAomes revealed the potential regulatory role of miRNAs in various lameness phenotypes in feedlot cattle.

Background: Lameness is a collective term for multiple foot diseases in cattle including, but not limited to, foot rot (FR), digital dermatitis (DD), and toe tip necrosis (TTN), which is a critical welfare concern. The diagnosis of specific phenotypes of lameness in feedlot cattle is challenging and primarily relies on visual assessments. However, different lameness phenotypes share similar clinical symptoms and there is a limited understanding of potential biomarkers relating to such disease for further molecular diagnosis. This study aimed to identify blood miRNA profiles of feedlot cattle with various lameness phenotypes and whether they could be potential diagnostic markers to differentiate lameness phenotypes and predictive lameness recovery.

Results: MicroRNAome profiles were generated for the whole blood samples collected from feedlot cattle at Week 0 (W0) before treatment (n = 106) and longitudinal miRNA expression profiles relating to lameness recovery from W0 to W2 (n = 140) using RNA-seq. Ten miRNAs were selected to verify miRNA sequencing accuracy using stem-loop RT-qPCR. A total of 321 miRNAs were identified to be expressed in bovine blood samples with three (all downregulated, average log2fold change = -1.32), seven (two downregulated with average log2fold change = -1.15, five upregulated with average log2fold change = 1.68), six (three downregulated with average log2fold change = -1.23, three upregulated with average log2fold change = 3.31), and fourteen (eight downregulated with average log2fold change = -1.24, six upregulated with average log2fold change = 1.26) miRNAs differentially expressed (DE) miRNAs in DD, FR, TTN, and FR combined with DD (FRDD) compared to healthy control at W0 (defined as pre-treatment DE miRNAs), respectively. The predicted functions of identified DE miRNAs among different lameness phenotypes were mainly related to Zinc-finger, muscle cell development, and host inflammatory responses. Furthermore, the longitudinal miRNA expression profiles revealed that a total of eight miRNA changed patterns from W0 to W2, with the BTB/POZ-like domain being the most enriched function by longitudinal miRNA expression profiles in both unrecovered and recovered cattle. A total of nine miRNAs (five downregulated with average log2fold change = -2.4, four upregulated with average log2fold change = 3.7) from W0 to W2 were differentially expressed in unrecovered cattle compared to the recovered cattle, with functions associated with transcription regulation and Zinc-finger. Moreover, the area under the receiver operating characteristics (ROC) curve (AUC) revealed that pre-treatment DE miRNAs could serve as good diagnostic markers to differentiate any two of four phenotypes of lameness, with bta-miR-339b being able to differentiate all lameness phenotypes. Moreover, pre-treatment DE miRNAs could also predict the recovery of three lameness phenotypes (DD, FRDD, TTN) with good to excellent predictiveness.

Conclusion: Our results comprehensively assessed the blood miRNAomes in response to various lameness phenotypes, promoting the understanding of miRNA-regulated mechanisms of lameness in feedlot cattle. The diagnostic miRNA markers were also identified to differentiate within lameness phenotypes and predictive lameness recovery, shedding light on accurate on-farm lameness detection.

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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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