Carl Basbas, Adriana Garzon, Cory Schlesener, Machteld van Heule, Rodrigo Profeta, Bart C Weimer, Noelia Silva-Del-Rio, Barbara A Byrne, Betsy Karle, Sharif S Aly, Fabio S Lima, Richard V Pereira
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Cows within 21 days post-partum were categorized into one of three clinical groups during sample collection: control (CT, n = 32), defined as cows with either no vaginal discharge or a clear, non-purulent mucus vaginal discharge; metritis (MET, n = 33), defined as a cow with watery, red or brown colored, and fetid vaginal discharge; and purulent discharge cows (PUS, n = 31), defined as a non-fetid purulent or mucopurulent vaginal discharge.</p><p><strong>Results: </strong>All three clinical groups (CT, MET, and PUS) were highly diverse, with the top 12 most abundant genera accounting for 10.3%, 8.8%, and 10.1% of mean relative abundance, respectively. The α diversity indices revealed a lower diversity from samples collected from MET and PUS when compared to CT cows. PERMANOVA statistical testing revealed a significant difference (P adjusted < 0.01) in the diversity of genera between CT and MET samples (R2 = 0.112, P = 0.003) and a non-significant difference between MET and PUS samples (R2 = 0.036, P = 0.046). ANCOM-BC analysis revealed that from the top 12 most abundant genera, seven genera were increased in the natural log fold change (LFC) of abundance in MET when compared to CT samples: Bacteroides, Clostridium, Fusobacterium, Phocaeicola, Porphyromonas, Prevotella, and Streptococcus. Two genera, Dietzia and Microbacterium, were decreased in natural LFC of abundance when comparing MET (regardless of treatment) and CT, while no changes in natural LFC of abundance were observed for Escherichia, Histophilus, and Trueperella.</p><p><strong>Conclusions: </strong>The results presented here, are the current deepest shotgun metagenomic analyses conducted on the bovine uterine microbiome to date (mean of 256,425 genus-level reads per sample). 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引用次数: 0
摘要
背景:本研究的目的是利用霰弹枪宏基因组学评估来自加州24个商业奶牛场的患有和不患有子宫炎的产后奶牛子宫中的微生物生态和多样性。从先前收集的307个奶牛个体样本中选取95个子宫内拭子样本,检测与子宫炎相关的α和β多样性和差异丰度。在采集样本时,将产后21天内的奶牛分为三组:对照组(CT, n = 32),定义为没有阴道分泌物或阴道分泌物清澈、无脓性粘液的奶牛;子宫炎(metritis, n = 33),定义为阴道分泌物呈水样、红色或棕色且恶臭;脓性分泌物奶牛(脓,n = 31),定义为无恶臭的脓性或粘脓性阴道分泌物。结果:CT、MET和PUS三个临床组均具有高度多样性,前12个丰度最高的属分别占平均相对丰度的10.3%、8.8%和10.1%。与CT奶牛相比,MET奶牛和PUS奶牛的α多样性指数较低。结论:本文提出的结果是迄今为止对牛子宫微生物组进行的最深入的鸟枪宏基因组分析(平均每个样本256,425个属水平读取)。我们的研究结果支持,与子宫炎或脓肿奶牛相比,无子宫炎奶牛的子宫样本α-多样性增加,β-多样性减少,这是一种生态失调的特征。总之,我们的研究结果强调,与CT和脓液相比,MET奶牛的拟杆菌、卟啉单胞菌和梭杆菌的丰度增加,并支持进一步研究以更好地了解它们在子宫炎发病机制中的潜在因果作用。
Unveiling the microbiome during post-partum uterine infection: a deep shotgun sequencing approach to characterize the dairy cow uterine microbiome.
Background: The goal of this study was to assess the microbial ecology and diversity present in the uterus of post-partum dairy cows with and without metritis from 24 commercial California dairy farms using shotgun metagenomics. A set subset of 95 intrauterine swab samples, taken from a larger selection of 307 individual cow samples previously collected, were examined for α and β diversity and differential abundance associated with metritis. Cows within 21 days post-partum were categorized into one of three clinical groups during sample collection: control (CT, n = 32), defined as cows with either no vaginal discharge or a clear, non-purulent mucus vaginal discharge; metritis (MET, n = 33), defined as a cow with watery, red or brown colored, and fetid vaginal discharge; and purulent discharge cows (PUS, n = 31), defined as a non-fetid purulent or mucopurulent vaginal discharge.
Results: All three clinical groups (CT, MET, and PUS) were highly diverse, with the top 12 most abundant genera accounting for 10.3%, 8.8%, and 10.1% of mean relative abundance, respectively. The α diversity indices revealed a lower diversity from samples collected from MET and PUS when compared to CT cows. PERMANOVA statistical testing revealed a significant difference (P adjusted < 0.01) in the diversity of genera between CT and MET samples (R2 = 0.112, P = 0.003) and a non-significant difference between MET and PUS samples (R2 = 0.036, P = 0.046). ANCOM-BC analysis revealed that from the top 12 most abundant genera, seven genera were increased in the natural log fold change (LFC) of abundance in MET when compared to CT samples: Bacteroides, Clostridium, Fusobacterium, Phocaeicola, Porphyromonas, Prevotella, and Streptococcus. Two genera, Dietzia and Microbacterium, were decreased in natural LFC of abundance when comparing MET (regardless of treatment) and CT, while no changes in natural LFC of abundance were observed for Escherichia, Histophilus, and Trueperella.
Conclusions: The results presented here, are the current deepest shotgun metagenomic analyses conducted on the bovine uterine microbiome to date (mean of 256,425 genus-level reads per sample). Our findings support that uterine samples from cows without metritis (CT) had increased α-diversity but decreased β-diversity when compared to metritis or PUS cows, characteristic of dysbiosis. In summary, our findings highlight that MET cows have an increased abundance of Bacteroides, Porphyromonas, and Fusobacterium when compared to CT and PUS, and support the need for further studies to better understand their potential causal role in metritis pathogenesis.