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Page 12 of 15                Ladeira et al. Microbiome Res Rep 2023;2:9  https://dx.doi.org/10.20517/mrr.2023.01

               studied specifically in future studies. Another limitation of this study is that only cross-sectional analysis
               was performed. However, a previous metagenomic analysis revealed that  the B. longum, B. adolescentis, and
                                                                                          [64]
               B. bifidum communities remained stable within individuals over a period of several years , consistent with
                                                                        [65]
               the stability of the genus Bifidobacterium reported in a 10-year study .

               This study is novel in the stratification of the gut microbiome according to specific resident bacterial species
               and the association with ecological features of the gut microbiome and health. These features could be
               applied to other genera. This first such study may provide insights for further investigations of the
               association between partitions and more exhaustive analyses of the host and environmental factors,
               including dietary habits. This exploratory study constitutes a first step towards understanding the ecology
               and variability of Bifidobacterium, with a view to guiding the selection of specific Bifidobacterium strains for
               use in subjects as a function of the partition present.


               DECLARATIONS
               Acknowledgments
               The authors wish to thank Aurélie Cotillard and Matthieu Pichaud for their helpful discussions.

               Authors’ contributions
               Designed the research: Tap J, Derrien M
               Analyzed the data: Tap J, Ladeira R
               Interpreted the results: Ladeira R, Tap J, Derrien M
               Wrote the manuscript: Ladeira R, Tap J, Derrien M


               Availability of data and materials
               All the data used in this study are publicly available. CuratedMetagenomicData is available from https://
               github.com/waldronlab/curatedMetagenomicData.


               Financial support and sponsorship
               This work was funded by Danone Nutricia Research.


               Conflicts of interest
               Julien Tap and Muriel Derrien are employees of Danone Nutricia Research. Ruben Ladeira was an intern at
               Danone Nutricia Research at the time of the analysis.


               Ethical approval and consent to participate
               Not applicable.


               Consent for publication
               Not applicable.


               Copyright
               © The Author(s) 2023.


               REFERENCES
               1.       O'Neill I, Schofield Z, Hall LJ. Exploring the role of the microbiota member Bifidobacterium in modulating immune-linked diseases.
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               2.       Pokusaeva K, Fitzgerald GF, van Sinderen D. Carbohydrate metabolism in Bifidobacteria. Genes Nutr 2011;6:285-306.  DOI  PubMed
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               3.       Rossi M, Amaretti A, Raimondi S. Folate production by probiotic bacteria. Nutrients 2011;3:118-34.  DOI  PubMed  PMC
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