Initial search phrases included combinations of key words such as “gut microbiome impact on insulin”, “Akkermansia effects on insulin sensitivity”, “microbiome modulation of GLP-1”, and “probiotics in diabetes treatment”. Here, INS is linked to diabetes mellitus.