Data paper: Dataset describing the effects of environmental enrichment and sows’ characteristics on the peripheral blood mononuclear cell transcriptome

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Abstract

Blood immune cells transcriptome can be used as a tool to investigate molecular mechanisms or identify biomarkers of several physiological processes. Factors such as reproductive status, age, or physical and mental states resulting from social and non-social environmental aspects can influence the activation and phenotype of immune cells. This data paper describes the gene expression levels in peripheral blood mononuclear cells (PBMCs) of multiparous sows, using RNA sequencing. Sows of various parity ranks were housed during gestation in a stable social group either in a conventional environment on a slatted concrete floor (C) or in an enriched environment with deep straw litter and a bigger space allowance (E). Videos were recorded between days 99 and 104 of gestation (G; G99 and G104) to determine the sows’ dominance status. Blood samples were collected at 98 days of gestation (G98) and 12 days of lactation (L12), and the PBMC fraction was isolated. Then, total RNA was extracted from PBMC and submitted to next-generation sequencing using the Illumina NextSeq 2000 system. Quality control, mapping, and annotation were performed using the Dragen RNA v3.8.4 software. The differential analysis was performed using the R package DESeq2. Differentially expressed genes (DEGs) were identified using a criterion of adjusted P-value (p-adj) cut-off <0.1 and fold-change >1.2 or <0.83 to identify up-regulated and down-regulated genes. For each time point (G98 and L12), the following contrasts were used for the differential analysis: sows housed in the enriched environment compared to the conventional environment [E vs C], dominant (Dom) sows compared to subordinate (Sub) sows [Dom vs Sub], and high parity sows (HP: 4th gestation or higher) compared to low parity sows (LP: 2nd and 3rd gestation) [HP vs LP]. The identified DEGs were used for functional analysis using the Database for Annotation, Visualisation, and Integrated Discovery software. To our knowledge, this is the first dataset allowing the investigation of the simultaneous effects of housing environment, dominance status, and parity on the PBMC transcriptome of adult sows. These data could also be used to compare the transcriptomes of pregnant and lactating females.
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数据论文:描述环境富集和母猪特征对外周血单核细胞转录组影响的数据集
血液免疫细胞转录组可作为一种工具,用于研究多种生理过程的分子机制或确定生物标志物。生殖状况、年龄或社会和非社会环境导致的身体和精神状态等因素都会影响免疫细胞的活化和表型。本论文利用 RNA 测序技术描述了多胎母猪外周血单核细胞(PBMC)的基因表达水平。在妊娠期间,不同奇数等级的母猪被饲养在一个稳定的社会群体中,既可饲养在铺有板条的混凝土地板上的传统环境中(C),也可饲养在铺有深稻草垫层和更大空间的富集环境中(E)。在妊娠期第 99 天和 104 天(G;G99 和 G104)录制视频,以确定母猪的优势地位。在妊娠 98 天(G98)和哺乳 12 天(L12)采集血样,并分离出 PBMC 部分。然后,从 PBMC 中提取总 RNA,并使用 Illumina NextSeq 2000 系统进行下一代测序。使用Dragen RNA v3.8.4软件进行质量控制、图谱绘制和注释。差异分析使用 R 软件包 DESeq2 进行。差异表达基因(DEGs)的鉴定标准是调整P值(p-adj)截断值<0.1和折叠变化>1.2或<0.83,以确定上调和下调基因。在每个时间点(G98 和 L12),采用以下对比进行差异分析:饲养在富集环境中的母猪与饲养在常规环境中的母猪进行对比[E vs C];优势母猪(Dom)与劣势母猪(Sub)进行对比[Dom vs Sub];高胎次母猪(HP:第 4 胎或以上)与低胎次母猪(LP:第 2 胎和第 3 胎)进行对比[HP vs LP]。利用注释、可视化和综合发现数据库软件(Database for Annotation, Visualisation, and Integrated Discovery software)对确定的 DEGs 进行了功能分析。据我们所知,这是第一个可以同时研究饲养环境、优势地位和奇偶性对成年母猪PBMC转录组影响的数据集。这些数据还可用于比较怀孕母猪和哺乳母猪的转录组。
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