“…Using an expansive literature search we identified a total of 132 autoimmunity studies fulfilling our criteria ( Supplementary Figure 1 ). Following filtering based on unique data, age (2 years or older), metadata and raw file availability and sequencing depth we were able to successfully download raw (FASTQ)16S rRNA and/or shotgun metagenomics data from 42 studies, 30 with 16S rRNA sequencing data ( Hevia et al, 2014 ; Mejía-León et al, 2014 ; Stoll et al, 2014 ; Consolandi et al, 2015 ; Miyake et al, 2015 ; Chen et al, 2016a , b ; Di Paola et al, 2016 ; Dunn et al, 2016 ; Jangi et al, 2016 ; Mar et al, 2016 ; Shaw et al, 2016 ; Tejesvi et al, 2016 ; Bajer et al, 2017 ; Halfvarson et al, 2017 ; Jacob et al, 2017 ; Pascal et al, 2017 ; Goyal et al, 2018 ; Luo et al, 2018 ; Manasson et al, 2018 ; Moris et al, 2018 ; Braun et al, 2019 ; Kozhieva et al, 2019 ; Lee et al, 2019 ; Li et al, 2019 ; Ruff et al, 2019 ; Sprockett et al, 2019 ; Sun et al, 2019 ; Zegarra-Ruiz et al, 2019 ; Choileáin et al, 2020 ) and 9 studies with shotgun metagenomics data ( Lewis et al, 2015 ; Heintz-Buschart et al, 2016 ; Ananthakrishnan et al, 2017 ; Hall et al, 2017 ; Wen et al, 2017 ; Ye et al, 2018 ; Proctor et al, 2019 ; Ventura et al, 2019 ; Zhou et al, 2020 ), and 3 studies with both ( Scher et al, 2013 ; Cekanaviciute et al, 2017 ; Connors et al, 2020 ; Supplementary Table 1 and Supplementary Figure 1 ). These included studies on Inflammatory Bowel Disease (IBD, N = 14 ), Multiple Sclerosis (MS, N = 7 ), Rheumatoid Arthritis (RA, N = 5 ), Juvenile Idiopathic Arthritis (JIA, N = 3 ), Systemic Lupus Erythematosus (SLE, ...…”