Unleashing the potential of mRNA-seq to uncover the microbiome structure and their crosstalk with host cells: the vulvar ecosystem.

IF 12.7 1区 生物学 Q1 MICROBIOLOGY
Emanuele Monteleone, Marco Amato Cianci, Alessia Albano, Federica Loperfido, Gloria Griffante, Luna Brasi, Fulvio Borella, Niccolò Gallio, Mario Preti, Alessandra Marchi, Barbara Gardella, Ivan Molineris, Giacomo Donati, Valentina Proserpio
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引用次数: 0

Abstract

Background: To describe both host gene expression and microbiome composition in a single sample, parallel experimental and computational workflows (mRNA-sequencing and either 16S rRNA gene or metagenomics) have been traditionally applied. The vulvar milieu represents an area of emerging research for its role in health and disease. Located at the interface between the vagina and the perineum, the vulvar microbiome displays an intermediate signature, with influx from both ecosystems.

Results: Following validation of the reliability of poly(A)-enriched mRNA-sequencing in reconstructing the microbiota composition using both a quantitative microbial standard (mock) and metagenomic analysis, we analyze a full cohort of 30 healthy vulvar samples. Crucially, the analysis of the entire cohort relies solely on mRNA-sequencing without the use of parallel DNA metagenomics. This unified approach allows us to analyze not only the vulvar cell transcriptome, but also the composition and dynamics of microbial communities, including the microbial gene expression signatures. This three-level analysis (host-mRNA, individual bacterial species, bacterial gene pathways) on the very same specimens further enables a gene-level exploration of host-microbe molecular crosstalk. Using this unified framework, we reveal marked heterogeneity and high inter-individual variability in the vulvar microbiota, identifying community state types that mirror those described in the vagina. Importantly, we show that distinct microbial configurations are associated with specific host transcriptional programs: Lactobacillus crispatus correlates with epithelial differentiation and barrier integrity, whereas communities enriched in Gardnerella vaginalis, or other taxa associated with dysbiosis, exhibit transcriptional signatures linked to inflammation. Interestingly, Lactobacillus gasseri, which has been associated with lower protection, shows an intermediate effect on vulvar cells.

Conclusions: Beyond providing new biological insights into an understudied anatomical niche, our study introduces a broadly applicable strategy with substantial impact for the field. With tens of thousands of human RNA-seq datasets already available in public repositories, our approach enables retrospective extraction of microbiome information and host-microbe interaction signals from existing transcriptomic data, without the need for additional sequencing or specialized microbiome protocols. This unlocks a powerful and cost-effective opportunity to revisit archived RNA-seq studies across tissues, diseases, and low-biomass environments, revealing previously inaccessible layers of host-microbiome crosstalk and maximizing the scientific value of published data. Video Abstract.

释放mRNA-seq的潜力,揭示微生物组结构及其与宿主细胞的串扰:外阴生态系统。
背景:为了在单个样本中描述宿主基因表达和微生物组组成,传统上采用了并行的实验和计算工作流程(mrna测序和16S rRNA基因或宏基因组学)。外阴环境代表了其在健康和疾病中的作用的新兴研究领域。外阴微生物群位于阴道和会阴的交界处,表现出一种中间特征,来自两个生态系统。结果:在使用定量微生物标准(模拟)和宏基因组分析验证了poly(A)富集mrna测序在重建微生物群组成方面的可靠性之后,我们分析了30个健康外阴样本的完整队列。至关重要的是,整个队列的分析完全依赖于mrna测序,而不使用平行DNA宏基因组学。这种统一的方法使我们不仅可以分析外阴细胞转录组,还可以分析微生物群落的组成和动态,包括微生物基因表达特征。这种在同一标本上的三水平分析(宿主- mrna,单个细菌物种,细菌基因途径)进一步使宿主-微生物分子串扰的基因水平探索成为可能。使用这个统一的框架,我们揭示了外阴微生物群的显著异质性和高度个体间变异性,确定了反映阴道中描述的群落状态类型。重要的是,我们发现不同的微生物结构与特定的宿主转录程序相关:crispatus乳杆菌与上皮分化和屏障完整性相关,而阴道加德纳菌或其他与生态失调相关的分类群丰富的群落表现出与炎症相关的转录特征。有趣的是,与低保护相关的乳酸杆菌对外阴细胞显示出中间效应。结论:除了为未充分研究的解剖学生态位提供新的生物学见解外,我们的研究还引入了一种广泛适用的策略,对该领域具有重大影响。在公共数据库中已经有成千上万的人类RNA-seq数据集,我们的方法可以从现有的转录组数据中回顾性地提取微生物组信息和宿主-微生物相互作用信号,而不需要额外的测序或专门的微生物组协议。这为重新审视组织、疾病和低生物量环境中存档的RNA-seq研究提供了一个强大且具有成本效益的机会,揭示了以前无法进入的宿主-微生物组串扰层,并最大限度地提高了已发表数据的科学价值。视频摘要。
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来源期刊
Microbiome
Microbiome MICROBIOLOGY-
CiteScore
21.90
自引率
2.60%
发文量
198
审稿时长
4 weeks
期刊介绍: Microbiome is a journal that focuses on studies of microbiomes in humans, animals, plants, and the environment. It covers both natural and manipulated microbiomes, such as those in agriculture. The journal is interested in research that uses meta-omics approaches or novel bioinformatics tools and emphasizes the community/host interaction and structure-function relationship within the microbiome. Studies that go beyond descriptive omics surveys and include experimental or theoretical approaches will be considered for publication. The journal also encourages research that establishes cause and effect relationships and supports proposed microbiome functions. However, studies of individual microbial isolates/species without exploring their impact on the host or the complex microbiome structures and functions will not be considered for publication. Microbiome is indexed in BIOSIS, Current Contents, DOAJ, Embase, MEDLINE, PubMed, PubMed Central, and Science Citations Index Expanded.
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