犬类口腔微生物群与年龄相关的变化

Gregory Kislik, Lin Zhou, L. Rubbi, Matteo Pellegrini
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摘要

犬口腔疾病与口腔微生物组的显著变化有关,而不是与个别物种的存在或缺乏有关。本研究使用霰弹枪全基因测序方法和阿拉丁生物信息学平台对 96 只伴侣犬的微生物组进行分析,并使用 sourmash-zymo 参考数据库进行分类分析。虽然预测年龄与实际年龄之间存在明显的相关性,但根据微生物组的组成,ElasticNet 回归法无法成功预测较年轻犬科动物的年龄。微生物组样本和微生物物种都成功地按年龄组或年龄相关性进行了聚类,这表明年龄与微生物组之间的关系经得起降维处理。研究结果表明,老年犬的微生物组与以往文献中认为患有牙周病的犬的微生物组相似。这表明,衰老过程可能会给犬的口腔疾病带来更大的风险。
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Age-correlated changes in the canine oral microbiome
Canine oral disease has been associated with significant changes in the oral microbiome rather than the presence or absence of individual species. In addition, most studies focus on a single age group of canines and as of yet, the relationship between canine microbiomes and age is poorly understood.This study used a shotgun whole gene sequencing approach in tandem with the Aladdin Bioinformatics platform to profile the microbiomes of 96 companion dogs, with the sourmash-zymo reference database being used to perform taxonomic profiling.Findings showed significant age correlations among 19 species, including positive correlations among several Porphyromonas species and a negative correlation with C. steedae. Although a significant correlation was found between predicted and actual ages, ElasticNet Regression was unable to successfully predict the ages of younger canines based on their microbiome composition. Both microbiome samples and microbial species were successfully clustered by age group or age correlation, showing that the age-microbiome relationship survives dimensionality reduction. Three distinct clusters of microbial species were found, which were characterized by Porphyromonas, Conchiformibius, and Prevotella genera, respectively.Findings showed that the microbiomes of older dogs resembled those that previous literature attributed to dogs with periodontal disease. This suggests that the process of aging may introduce greater risks for canine oral disease.
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