PSII-5:利用多模态转录组学方法研究产后奶牛子宫内膜上皮的疾病编程

IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Isabella Sellmer Ramos, Joao G N Moraes, Monica O Caldeira, Matthew C Lucy, Amanda L Patterson
{"title":"PSII-5:利用多模态转录组学方法研究产后奶牛子宫内膜上皮的疾病编程","authors":"Isabella Sellmer Ramos, Joao G N Moraes, Monica O Caldeira, Matthew C Lucy, Amanda L Patterson","doi":"10.1093/jas/skaf102.301","DOIUrl":null,"url":null,"abstract":"The productive lifespan of cattle destined to milk production is currently suboptimal in most dairy systems across the US due to the high incidence of health disorders and reproductive failure affecting postpartum lactating cows. Bacterial access to the underlying endometrial stroma, early postpartum, can create a chronic inflammatory state. Chronic endometrial inflammation is linked to metritis, an early postpartum uterine disease affecting approximately 40% of lactating dairy cows and delays the reestablishment of the uterine histoarchitechture. We investigated decreased fertility in lactating dairy cows that experience uterine disease and determined that metritis delays the reestablishment of the endometrial epithelium within the first 30 days postpartum (dpp), with greater impact observed within the epithelium located at the endometrial stratum basalis (closest to myometrium). These findings led us to hypothesize that early postpartum uterine disease prevents the adequate regeneration of the GE through its effect on a population of stem/progenitor cells that may reside within the stratum basalis and potentially give rise to the GE during uterine involution. To test this hypothesis, we used a combined transcriptomic approach to 1) better comprehend the heterogeneity of transcriptional profiles within the regenerating endometrial epithelium using high-resolution single nuclei RNA-seq, 2) to further characterize the spatial distribution of distinct and/or unique epithelial populations within the bovine endometrium using spatial transcriptomics. To test our hypothesis, we utilized the whole tissue Visium technology (10X Genomics) of healthy (n = 3) and snRNA-seq (Chromium Single Cell 3’) of healthy (n =1) and diseased (n = 1) cows slaughtered at 30 dpp. Fresh dissociated endometrial tissue (snRNA-seq) and OCT-fixed cross-sections were processed and sequenced in an Illumina NovaFlowSeq 6000. FASTQ files and respective images (Visium) were processed for each sample and aligned to the Bos taurus reference genome using SpaceRanger or CellRanger countpipelines. Subsequent analyses were conducted through the Seurat package of RStudio. Count matrices were individually normalized using SCTransform, and subsequently integrated (CCAIntegration) separately for Visium and Chromium experiments. Chromium samples were submitted to dimensionality reduction and clustering, and subsequently mapped to Visium objects through anchor-based integration for prediction of cell type spatial distribution. We identified a population of LGR5+ epithelia mapped to the upper stratum basalis, and two populations of N-cadherin (CDH2+) at the lower basalis. At single-nuclei resolution, N-cadherin+ clusters were marked by unique signatures of Wnt signaling (CDH2+LEF1+) and pluripotency (CDH2+KIT+), while the LGR5+ cluster was marked by differential expression of SOX9, suggesting the presence of an epithelial stem/progenitor pool. When stratified by disease status, LGR5 expression levels were lower in the disease when compared to the healthy (Chromium) while CDH2+ populations were scarcer in the metritis dataset, collectively suggesting a putative role of disease in modulating the transcriptional programs of various epithelial phenotypes.","PeriodicalId":14895,"journal":{"name":"Journal of animal science","volume":"15 1","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2025-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"PSII-5 Characterization of the endometrial epithelium of postpartum dairy cows using a multimodal transcriptomic approach to investigate disease programming of fertility\",\"authors\":\"Isabella Sellmer Ramos, Joao G N Moraes, Monica O Caldeira, Matthew C Lucy, Amanda L Patterson\",\"doi\":\"10.1093/jas/skaf102.301\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The productive lifespan of cattle destined to milk production is currently suboptimal in most dairy systems across the US due to the high incidence of health disorders and reproductive failure affecting postpartum lactating cows. Bacterial access to the underlying endometrial stroma, early postpartum, can create a chronic inflammatory state. Chronic endometrial inflammation is linked to metritis, an early postpartum uterine disease affecting approximately 40% of lactating dairy cows and delays the reestablishment of the uterine histoarchitechture. We investigated decreased fertility in lactating dairy cows that experience uterine disease and determined that metritis delays the reestablishment of the endometrial epithelium within the first 30 days postpartum (dpp), with greater impact observed within the epithelium located at the endometrial stratum basalis (closest to myometrium). These findings led us to hypothesize that early postpartum uterine disease prevents the adequate regeneration of the GE through its effect on a population of stem/progenitor cells that may reside within the stratum basalis and potentially give rise to the GE during uterine involution. To test this hypothesis, we used a combined transcriptomic approach to 1) better comprehend the heterogeneity of transcriptional profiles within the regenerating endometrial epithelium using high-resolution single nuclei RNA-seq, 2) to further characterize the spatial distribution of distinct and/or unique epithelial populations within the bovine endometrium using spatial transcriptomics. To test our hypothesis, we utilized the whole tissue Visium technology (10X Genomics) of healthy (n = 3) and snRNA-seq (Chromium Single Cell 3’) of healthy (n =1) and diseased (n = 1) cows slaughtered at 30 dpp. Fresh dissociated endometrial tissue (snRNA-seq) and OCT-fixed cross-sections were processed and sequenced in an Illumina NovaFlowSeq 6000. FASTQ files and respective images (Visium) were processed for each sample and aligned to the Bos taurus reference genome using SpaceRanger or CellRanger countpipelines. Subsequent analyses were conducted through the Seurat package of RStudio. Count matrices were individually normalized using SCTransform, and subsequently integrated (CCAIntegration) separately for Visium and Chromium experiments. Chromium samples were submitted to dimensionality reduction and clustering, and subsequently mapped to Visium objects through anchor-based integration for prediction of cell type spatial distribution. We identified a population of LGR5+ epithelia mapped to the upper stratum basalis, and two populations of N-cadherin (CDH2+) at the lower basalis. At single-nuclei resolution, N-cadherin+ clusters were marked by unique signatures of Wnt signaling (CDH2+LEF1+) and pluripotency (CDH2+KIT+), while the LGR5+ cluster was marked by differential expression of SOX9, suggesting the presence of an epithelial stem/progenitor pool. When stratified by disease status, LGR5 expression levels were lower in the disease when compared to the healthy (Chromium) while CDH2+ populations were scarcer in the metritis dataset, collectively suggesting a putative role of disease in modulating the transcriptional programs of various epithelial phenotypes.\",\"PeriodicalId\":14895,\"journal\":{\"name\":\"Journal of animal science\",\"volume\":\"15 1\",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of animal science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.1093/jas/skaf102.301\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, DAIRY & ANIMAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of animal science","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1093/jas/skaf102.301","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
引用次数: 0

摘要

由于影响产后哺乳期奶牛的健康疾病和生殖衰竭的高发率,目前在美国大多数乳品系统中,用于产奶的牛的生产寿命都不是最佳的。产后早期,细菌进入子宫内膜基质,可造成慢性炎症状态。慢性子宫内膜炎症与子宫炎有关,子宫炎是一种产后早期子宫疾病,影响约40%的泌乳奶牛,并延迟子宫组织结构的重建。我们研究了经历子宫疾病的泌乳奶牛的生育能力下降,并确定子宫炎延迟了产后30天内子宫内膜上皮的重建(dpp),位于子宫内膜基底层(最靠近子宫肌层)的上皮受到的影响更大。这些发现使我们假设,产后早期子宫疾病通过影响可能存在于基底层的干细胞/祖细胞群,从而阻止GE的充分再生,并可能在子宫复旧期间引起GE。为了验证这一假设,我们使用了一种联合转录组学方法,1)使用高分辨率单核RNA-seq更好地理解再生子宫内膜上皮内转录谱的异质性,2)使用空间转录组学进一步表征牛子宫内膜内不同和/或独特上皮群体的空间分布。为了验证我们的假设,我们使用了健康奶牛(n = 3)的全组织Visium技术(10X Genomics)和健康奶牛(n =1)和患病奶牛(n =1)的snRNA-seq(铬单细胞3 ')。新鲜分离的子宫内膜组织(snRNA-seq)和oct固定的横切面在Illumina NovaFlowSeq 6000上进行处理和测序。对每个样品处理FASTQ文件和相应的图像(Visium),并使用SpaceRanger或CellRanger countpipelines与Bos taurus参考基因组对齐。随后的分析是通过RStudio的Seurat包进行的。计数矩阵分别使用SCTransform归一化,然后分别集成(ccainintegration)用于Visium和Chromium实验。将铬样品进行降维聚类,然后通过基于锚点的集成映射到Visium对象上,预测细胞类型的空间分布。我们确定了一个LGR5+上皮群体定位于上层基底,两个n -钙粘蛋白(CDH2+)群体定位于下层基底。在单核分辨率下,N-cadherin+簇具有独特的Wnt信号(CDH2+LEF1+)和多能性(CDH2+KIT+)特征,而LGR5+簇具有SOX9的差异表达特征,表明存在上皮干/祖细胞池。当按疾病状态分层时,与健康(Chromium)相比,LGR5在疾病中的表达水平较低,而CDH2+群体在metritis数据集中更少,共同表明疾病在调节各种上皮表型的转录程序中的假定作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PSII-5 Characterization of the endometrial epithelium of postpartum dairy cows using a multimodal transcriptomic approach to investigate disease programming of fertility
The productive lifespan of cattle destined to milk production is currently suboptimal in most dairy systems across the US due to the high incidence of health disorders and reproductive failure affecting postpartum lactating cows. Bacterial access to the underlying endometrial stroma, early postpartum, can create a chronic inflammatory state. Chronic endometrial inflammation is linked to metritis, an early postpartum uterine disease affecting approximately 40% of lactating dairy cows and delays the reestablishment of the uterine histoarchitechture. We investigated decreased fertility in lactating dairy cows that experience uterine disease and determined that metritis delays the reestablishment of the endometrial epithelium within the first 30 days postpartum (dpp), with greater impact observed within the epithelium located at the endometrial stratum basalis (closest to myometrium). These findings led us to hypothesize that early postpartum uterine disease prevents the adequate regeneration of the GE through its effect on a population of stem/progenitor cells that may reside within the stratum basalis and potentially give rise to the GE during uterine involution. To test this hypothesis, we used a combined transcriptomic approach to 1) better comprehend the heterogeneity of transcriptional profiles within the regenerating endometrial epithelium using high-resolution single nuclei RNA-seq, 2) to further characterize the spatial distribution of distinct and/or unique epithelial populations within the bovine endometrium using spatial transcriptomics. To test our hypothesis, we utilized the whole tissue Visium technology (10X Genomics) of healthy (n = 3) and snRNA-seq (Chromium Single Cell 3’) of healthy (n =1) and diseased (n = 1) cows slaughtered at 30 dpp. Fresh dissociated endometrial tissue (snRNA-seq) and OCT-fixed cross-sections were processed and sequenced in an Illumina NovaFlowSeq 6000. FASTQ files and respective images (Visium) were processed for each sample and aligned to the Bos taurus reference genome using SpaceRanger or CellRanger countpipelines. Subsequent analyses were conducted through the Seurat package of RStudio. Count matrices were individually normalized using SCTransform, and subsequently integrated (CCAIntegration) separately for Visium and Chromium experiments. Chromium samples were submitted to dimensionality reduction and clustering, and subsequently mapped to Visium objects through anchor-based integration for prediction of cell type spatial distribution. We identified a population of LGR5+ epithelia mapped to the upper stratum basalis, and two populations of N-cadherin (CDH2+) at the lower basalis. At single-nuclei resolution, N-cadherin+ clusters were marked by unique signatures of Wnt signaling (CDH2+LEF1+) and pluripotency (CDH2+KIT+), while the LGR5+ cluster was marked by differential expression of SOX9, suggesting the presence of an epithelial stem/progenitor pool. When stratified by disease status, LGR5 expression levels were lower in the disease when compared to the healthy (Chromium) while CDH2+ populations were scarcer in the metritis dataset, collectively suggesting a putative role of disease in modulating the transcriptional programs of various epithelial phenotypes.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of animal science
Journal of animal science 农林科学-奶制品与动物科学
CiteScore
4.80
自引率
12.10%
发文量
1589
审稿时长
3 months
期刊介绍: The Journal of Animal Science (JAS) is the premier journal for animal science and serves as the leading source of new knowledge and perspective in this area. JAS publishes more than 500 fully reviewed research articles, invited reviews, technical notes, and letters to the editor each year. Articles published in JAS encompass a broad range of research topics in animal production and fundamental aspects of genetics, nutrition, physiology, and preparation and utilization of animal products. Articles typically report research with beef cattle, companion animals, goats, horses, pigs, and sheep; however, studies involving other farm animals, aquatic and wildlife species, and laboratory animal species that address fundamental questions related to livestock and companion animal biology will be considered for publication.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信