MetaTranscriptome

Alberto Sola-Leyva, Eduardo Andrés-León*, Nerea M. Molina, Laura Carmen Terrón-Camero, Julio Plaza-Díaz, María José Sáez-Lara, María Carmen Gonzalvo, Rocío Sánchez, Susana Ruiz, Luís Martínez, Signe Altmäe*

Study question: Does endometrium harbour functionally active microorganisms and whether the microbial composition differs between proliferative and mid-secretory phases?
Summary answer: Endometrium harbours functionally alive microorganisms including bacteria, viruses, archaea and fungi whose composition and metabolic functions change along the menstrual cycle.
What is known already: Resident microbes in the endometrium have been detected, where microbial dysfunction has been associated with reproductive health and disease. Nevertheless, the core microorganismal composition in healthy endometrium in not determined and whether the identified bacterial DNA sequences refer to alive/functionally active microbes is not clear. Furthermore, whether there are cyclical changes in the microbial composition remains an open issue.
Study design, size, duration: RNAseq data from 14 endometrial paired samples from healthy women, 7 samples from the mid-secretory phase and 7 samples from the consecutive proliferative phase were analysed for the microbial RNA sequences.
Participants/materials, setting, methods: The raw RNAseq data was converted into FASTQ format using SRA Toolkit. The unmapped reads to human sequences were aligned to the reference database Kraken2 and visualised with Krona software. Menstrual phase taxonomic differences were performed by R package metagenomeSeq. The functional analysis of endometrial microbiota was obtained with HUMANn2 and the comparation between menstrual phases was conducted by one-way ANOVA. Human RNAseq analysis was performed using miARma-Seq and the functional enrichment analysis was carried out using GSEA (HumanCyc). The integration of metabolic pathways between host and microbes was investigated.
Main results and the role of chance: With the novel metatranscriptomic approach we mapped the entire alive microbiota composing of >5,300 microorganisms within the endometrium of healthy women. Microbes such as bacteria, fungi, viruses and archaea were identified. Significant differences in the microbial abundances in the mid-secretory vs. proliferative phases were detected with possible metabolic activity in the host-microbiota crosstalk in receptive phase endometrium, specifically in the prostanoid biosynthesis pathway and L-tryptophan metabolism.
Limitations, reasons for caution: These pioneering results should be confirmed in a bigger sample size.
Wider implications of the findings: Our study confirms the presence of active microbes bacteria, fungi, viruses and archaea in the healthy human endometrium with implications in receptive phase endometrial functions, meaning that microbial dysfunction could impair the metabolic pathways important for endometrial receptivity. The results of the current study contribute to the better understanding of endometrial microbiota composition in healthy women and to its possible role in endometrial functions. In addition, our novel methodological pipeline for analysing alive microbes with transcriptional and metabolic activities could serve to inspire new analysis approaches in reproductive medicine.