TY - JOUR
T1 - Microbiome Analytics of the Gut Microbiota in Patients With Juvenile Idiopathic Arthritis
T2 - A Longitudinal Observational Cohort Study
AU - van Dijkhuizen, E. H.Pieter
AU - Del Chierico, Federica
AU - Malattia, Clara
AU - Russo, Alessandra
AU - Pires Marafon, Denise
AU - ter Haar, Nienke M.
AU - Magni-Manzoni, Silvia
AU - Vastert, Sebastiaan J.
AU - Dallapiccola, Bruno
AU - Prakken, Berent
AU - Martini, Alberto
AU - De Benedetti, Fabrizio
AU - Putignani, Lorenza
N1 - © 2018 The Authors. Arthritis & Rheumatology published by Wiley Periodicals, Inc. on behalf of American College of Rheumatology.
PY - 2019/6/1
Y1 - 2019/6/1
N2 - OBJECTIVE: To assess the composition of gut microbiota in Italian and Dutch patients with juvenile idiopathic arthritis (JIA) at baseline, with inactive disease, and with persistent activity compared to healthy controls.METHODS: In a multicenter, prospective, observational cohort study, fecal samples were collected at baseline from 78 Italian and 21 Dutch treatment-naive JIA patients with <6 months of disease duration and compared to 107 geographically matched samples from healthy children. Forty-four follow-up samples from patients with inactive disease and 25 follow-up samples from patients with persistent activity were analyzed. Gut microbiota composition was determined by 16S ribosomal RNA-based metagenomics. Alpha- and β-diversity were computed, and log ratios of relative abundance were compared between patients and healthy controls using random forest models and logistic regression.RESULTS: Baseline samples from Italian patients showed reduced richness compared to healthy controls (P < 0.001). Random forest models distinguished between Italian patient baseline samples and healthy controls and suggested differences between Dutch patient samples and healthy controls (areas under the curve >0.99 and 0.71, respectively). The operational taxonomic units (OTUs) of Erysipelotrichaceae (increased in patients), Allobaculum (decreased in patients), and Faecalibacterium prausnitzii (increased in patients) showed different relative abundance in Italian patient baseline samples compared to controls after controlling for multiple comparisons. Some OTUs differed between Dutch patient samples and healthy controls, but no evidence remained after controlling for multiple comparisons. No differences were found in paired analysis between Italian patient baseline and inactive disease samples.CONCLUSION: Our findings show evidence for dysbiosis in JIA patients. Only patient/control status, age, and geographic origin appear to be drivers of the microbiota profiles, regardless of disease activity stage, inflammation, and markers of autoimmunity.
AB - OBJECTIVE: To assess the composition of gut microbiota in Italian and Dutch patients with juvenile idiopathic arthritis (JIA) at baseline, with inactive disease, and with persistent activity compared to healthy controls.METHODS: In a multicenter, prospective, observational cohort study, fecal samples were collected at baseline from 78 Italian and 21 Dutch treatment-naive JIA patients with <6 months of disease duration and compared to 107 geographically matched samples from healthy children. Forty-four follow-up samples from patients with inactive disease and 25 follow-up samples from patients with persistent activity were analyzed. Gut microbiota composition was determined by 16S ribosomal RNA-based metagenomics. Alpha- and β-diversity were computed, and log ratios of relative abundance were compared between patients and healthy controls using random forest models and logistic regression.RESULTS: Baseline samples from Italian patients showed reduced richness compared to healthy controls (P < 0.001). Random forest models distinguished between Italian patient baseline samples and healthy controls and suggested differences between Dutch patient samples and healthy controls (areas under the curve >0.99 and 0.71, respectively). The operational taxonomic units (OTUs) of Erysipelotrichaceae (increased in patients), Allobaculum (decreased in patients), and Faecalibacterium prausnitzii (increased in patients) showed different relative abundance in Italian patient baseline samples compared to controls after controlling for multiple comparisons. Some OTUs differed between Dutch patient samples and healthy controls, but no evidence remained after controlling for multiple comparisons. No differences were found in paired analysis between Italian patient baseline and inactive disease samples.CONCLUSION: Our findings show evidence for dysbiosis in JIA patients. Only patient/control status, age, and geographic origin appear to be drivers of the microbiota profiles, regardless of disease activity stage, inflammation, and markers of autoimmunity.
KW - Arthritis, Juvenile/epidemiology
KW - Case-Control Studies
KW - Child
KW - Child, Preschool
KW - Cohort Studies
KW - Comorbidity
KW - Dysbiosis/epidemiology
KW - Faecalibacterium prausnitzii
KW - Female
KW - Firmicutes
KW - Gastrointestinal Microbiome/genetics
KW - Humans
KW - Italy/epidemiology
KW - Logistic Models
KW - Longitudinal Studies
KW - Male
KW - Metagenomics
KW - Netherlands/epidemiology
KW - RNA, Ribosomal, 16S
KW - Severity of Illness Index
UR - http://www.scopus.com/inward/record.url?scp=85065181017&partnerID=8YFLogxK
U2 - 10.1002/art.40827
DO - 10.1002/art.40827
M3 - Article
C2 - 30592383
SN - 2326-5191
VL - 71
SP - 1000
EP - 1010
JO - Arthritis & Rheumatology
JF - Arthritis & Rheumatology
IS - 6
ER -