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Gilbert BTP, Tadeo RYT, Lamacchia C, Studer O, Courvoisier D, Raes J, Finckh A. Gut microbiome and intestinal inflammation in preclinical stages of rheumatoid arthritis. RMD Open 2024; 10:e003589. [PMID: 38296308 PMCID: PMC10836359 DOI: 10.1136/rmdopen-2023-003589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/15/2024] [Indexed: 02/05/2024] Open
Abstract
BACKGROUND Faecal Prevotellaceae, and other microbes, have been associated with rheumatoid arthritis (RA) and preclinical RA. We have performed a quantitative microbiome profiling study in preclinical stages of RA. METHODS First-degree relatives of patients with RA (RA-FDRs) from the SCREEN-RA cohort were categorised into four groups: controls, healthy asymptomatic RA-FDRs; high genetic risk, asymptomatic RA-FDRs with two copies of the shared epitope; autoimmunity, asymptomatic RA-FDRs with RA-associated autoimmunity; and symptomatic, clinically suspect arthralgias or untreated new-onset RA.Faecal samples were collected and frozen. 16S sequencing was performed, processed with DADA2 pipeline and Silva database. Cell counts (cytometry) and faecal calprotectin (enzyme-linked immunosorbent assay, ELISA) were also obtained. Microbial community analyses were conducted using non-parametric tests, such as permutational multivariate analysis of variance (PERMANOVA), Wilcoxon and Kruskal-Wallis, or Aldex2. RESULTS A total of 371 individuals were included and categorised according to their preclinical stage of the disease. Groups had similar age, gender and body mass index. We found no significant differences in the quantitative microbiome profiles by preclinical stages (PERMANOVA, R2=0.00798, p=0.56) and, in particular, no group differences in Prevotellaceae abundance. Results were similar when using relative microbiome profiling data (PERMANOVA, R2=0.0073, p=0.83) or Aldex2 on 16S sequence counts. Regarding faecal calprotectin, we found no differences between groups (p=0.3). CONCLUSIONS We could not identify microbiome profiles associated with preclinical stages of RA. Only in a subgroup of individuals with the most pronounced phenotypes did we modestly retrieve the previously reported associations.
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Affiliation(s)
- Benoît Thomas P Gilbert
- Division of Rheumatology, HUG, Geneva, Switzerland
- Geneva Centre for Inflammation Research, UNIGE, Geneva, Switzerland
| | - Raul Yhossef Tito Tadeo
- KU Leuven, Department of Microbiology, Immunology, and Transplantation, Rega Institute for Medical Research, B-3000 Leuven, Belgium
- VIB, Center for Microbiology, B-3000 Leuven, Belgium
| | - Celine Lamacchia
- Division of Rheumatology, HUG, Geneva, Switzerland
- Geneva Centre for Inflammation Research, UNIGE, Geneva, Switzerland
| | - Olivia Studer
- Division of Rheumatology, HUG, Geneva, Switzerland
- Geneva Centre for Inflammation Research, UNIGE, Geneva, Switzerland
| | - Delphine Courvoisier
- Division of Rheumatology, HUG, Geneva, Switzerland
- Geneva Centre for Inflammation Research, UNIGE, Geneva, Switzerland
| | - Jeroen Raes
- KU Leuven, Department of Microbiology, Immunology, and Transplantation, Rega Institute for Medical Research, B-3000 Leuven, Belgium
- VIB, Center for Microbiology, B-3000 Leuven, Belgium
| | - Axel Finckh
- Division of Rheumatology, HUG, Geneva, Switzerland
- Geneva Centre for Inflammation Research, UNIGE, Geneva, Switzerland
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Zhang L, Valentin EMDS, John TM, Jenq RR, Do KA, Hanna EY, Peterson CB, Reyes-Gibby CC. Influence of oral microbiome on longitudinal patterns of oral mucositis severity in patients with squamous cell carcinoma of the head and neck. Cancer 2024; 130:150-161. [PMID: 37688396 PMCID: PMC10872366 DOI: 10.1002/cncr.35001] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 07/06/2023] [Accepted: 07/26/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND This study investigated the influence of oral microbial features on the trajectory of oral mucositis (OM) in patients with squamous cell carcinoma of the head and neck. METHODS OM severity was assessed and buccal swabs were collected at baseline, at the initiation of cancer treatment, weekly during cancer treatment, at the termination of cancer treatment, and after cancer treatment termination. The oral microbiome was characterized via the 16S ribosomal RNA V4 region with the Illumina platform. Latent class mixed-model analysis was used to group individuals with similar trajectories of OM severity. Locally estimated scatterplot smoothing was used to fit an average trend within each group and to assess the association between the longitudinal OM scores and longitudinal microbial abundances. RESULTS Four latent groups (LGs) with differing patterns of OM severity were identified for 142 subjects. LG1 has an early onset of high OM scores. LGs 2 and 3 begin with relatively low OM scores until the eighth and 11th week, respectively. LG4 has generally flat OM scores. These LGs did not vary by treatment or clinical or demographic variables. Correlation analysis showed that the abundances of Bacteroidota, Proteobacteria, Bacteroidia, Gammaproteobacteria, Enterobacterales, Bacteroidales, Aerococcaceae, Prevotellaceae, Abiotrophia, and Prevotella_7 were positively correlated with OM severity across the four LGs. Negative correlation was observed with OM severity for a few microbial features: Abiotrophia and Aerococcaceae for LGs 2 and 3; Gammaproteobacteria and Proteobacteria for LGs 2, 3, and 4; and Enterobacterales for LGs 2 and 4. CONCLUSIONS These findings suggest the potential to personalize treatment for OM. PLAIN LANGUAGE SUMMARY Oral mucositis (OM) is a common and debilitating after effect for patients treated for squamous cell carcinoma of the head and neck. Trends in the abundance of specific microbial features may be associated with patterns of OM severity over time. Our findings suggest the potential to personalize treatment plans for OM via tailored microbiome interventions.
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Affiliation(s)
- Liangliang Zhang
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Population and Quantitative Health Sciences, School of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
| | - Erin Marie D. San Valentin
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Teny M. John
- Department of Infectious Diseases, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Robert R. Jenq
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ehab Y. Hanna
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Christine B. Peterson
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Cielito C. Reyes-Gibby
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Essex M, Rios Rodriguez V, Rademacher J, Proft F, Löber U, Markó L, Pleyer U, Strowig T, Marchand J, Kirwan JA, Siegmund B, Forslund SK, Poddubnyy D. Shared and Distinct Gut Microbiota in Spondyloarthritis, Acute Anterior Uveitis, and Crohn's Disease. Arthritis Rheumatol 2024; 76:48-58. [PMID: 37471465 DOI: 10.1002/art.42658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 06/26/2023] [Accepted: 07/13/2023] [Indexed: 07/22/2023]
Abstract
OBJECTIVE Spondyloarthritis (SpA) is a group of immune-mediated diseases highly concomitant with nonmusculoskeletal inflammatory disorders, such as acute anterior uveitis (AAU) and Crohn's disease (CD). The gut microbiome represents a promising avenue to elucidate shared and distinct underlying pathophysiology. METHODS We performed 16S ribosomal RNA sequencing on stool samples of 277 patients (72 CD, 103 AAU, and 102 SpA) included in the German Spondyloarthritis Inception Cohort and 62 back pain controls without any inflammatory disorder. Discriminatory statistical methods were used to disentangle microbial disease signals from one another and a wide range of potential confounders. Patients were naive to or had not received treatment with biological disease-modifying antirheumatic drugs (DMARDs) for >3 months before enrollment, providing a better approximation of a true baseline disease signal. RESULTS We identified a shared, immune-mediated disease signal represented by low abundances of Lachnospiraceae taxa relative to controls, most notably Fusicatenibacter, which was most abundant in controls receiving nonsteroidal antiinflammatory drug monotherapy and implied to partially mediate higher serum C-reactive protein. Patients with SpA showed an enrichment of Collinsella, whereas human leukocyte antigen (HLA)-B27+ individuals displayed enriched Faecalibacterium. CD patients had higher abundances of a Ruminococcus taxon, and previous conventional/synthetic DMARD therapy was associated with increased Akkermansia. CONCLUSION Our work supports the existence of a common gut dysbiosis in SpA and related inflammatory pathologies. We reveal shared and disease-specific microbial associations and suggest potential mediators of disease activity. Validation studies are needed to clarify the role of Fusicatenibacter in gut-joint inflammation, and metagenomic resolution is needed to understand the relationship between Faecalibacterium commensals and HLA-B27.
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Affiliation(s)
- Morgan Essex
- Experimental and Clinical Research Center (ECRC; a cooperation of the Max Delbrück Center and Charité-Universitätsmedizin), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), and Charité-Universitätsmedizin Berlin (a corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin), Berlin, Germany
| | - Valeria Rios Rodriguez
- Medical Department of Gastroenterology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Judith Rademacher
- Medical Department of Gastroenterology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, and Berlin Institute of Health (BIH) at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Fabian Proft
- Medical Department of Gastroenterology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ulrike Löber
- ECRC, MDC, Charité-Universitätsmedizin Berlin and German Center for Cardiovascular Research (DZHK), Berlin, Germany
| | - Lajos Markó
- ECRC, MDC, Charité-Universitätsmedizin Berlin and German Center for Cardiovascular Research (DZHK), Berlin, Germany
| | - Uwe Pleyer
- Department of Ophthalmology, Campus Virchow, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Till Strowig
- Helmholtz Center for Infection Research, Braunschweig, Germany, and Cluster of Excellence RESIST (EXC 2155), Hannover Medical School and Center for Individualized Infection Medicine (CiiM; a joint venture between the Helmholtz Center for Infection Research and the Hannover Medical School), Hannover, Germany
| | - Jérémy Marchand
- MDC and BIH Metabolomics Platform at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Jennifer A Kirwan
- MDC and BIH Metabolomics Platform at Charité-Universitätsmedizin Berlin, Berlin, Germany, and University of Nottingham School of Veterinary Medicine and Science, Loughborough, UK
| | - Britta Siegmund
- Medical Department of Gastroenterology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Sofia K Forslund
- ECRC, MDC, Charité-Universitätsmedizin Berlin, and DZHK, Berlin, and Structural and Computational Biology Unit, EMBL, Heidelberg, Germany
| | - Denis Poddubnyy
- Department of Gastroentergology, Infectiology and Rheumatology, Campus Benjamin Franklin, Charité-Universitätsmedizin Berlin and German Rheumatism Research Center (DRFZ), Berlin, Germany
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