Case studies_Biometrics & Data Science

Key informationObjectiveThe initial objective was to assess if the study product had an impact on microbiome composition and functionality and if there a difference in microbiome composition between responders and non-responders.Available datasetsData from clinical...

Key informationObjectiveValuing previous data collections to undertand between parameters related to feeding and growth condition leading to maximum food conversion rate with preserved health status.Available datasetsA large panel of different databases from various...

Key informationObjectiveIdentify best biomarkers of efficacy and subject profiles which are more likely to respond to treatment using exploratory data visualizations and machine learning methods.Available datasetsPilot clinical trial with a limited number of patients....

Key informationObjectiveIdentify bacterial taxonomic signatures of the gut microbiota that predict animal survival according to the treatment received using machine learning approaches.Available datasetsMurine models, inoculated with pathogenic bacteria causing severe...

Key informationObjectiveA starter strain used for fermentation does not grow as expected. Could the explanation come from the strain used, testing the hypothesis by comparison of this strain genomic content to a reference. Available datasetsWhole Genome Sequencing...