Evidence map›Paper›PMID 33314800›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2021

The Pretreatment Gut Microbiome Is Associated With Lack of Response to Methotrexate in New-Onset Rheumatoid Arthritis.

Alejandro Artacho, Sandrine Isaac, Renuka Nayak, Alejandra Flor-Duro, Margaret Alexander, Imhoi Koo, Julia Manasson, Philip B Smith, Pamela Rosenthal, Yamen Homsi and 10 more

Open access · greenAbstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
101citing papers in PubMed, 1 pooled it
13.5field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

101 citing papers in PubMed, 1 synthesis or guideline pooled it, 138 citations in OpenAlex.

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  10. Intestinal microbiota and arthritis.EULAR rheumatology open · 2026
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41 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 8 institutions in 2 countries.

Alejandro ArtachoCenter for Public Health Research, FISABIO, Valencia, Spain.
Sandrine IsaacCenter for Public Health Research, FISABIO, Valencia, Spain.
Renuka NayakUniversity of California, San Francisco.ORCID 0000-0002-1123-4668
Alejandra Flor-DuroCenter for Public Health Research, FISABIO, Valencia, Spain.
Margaret AlexanderUniversity of California, San Francisco.
Imhoi KooPennsylvania State University, University Park.
Julia ManassonNew York University School of Medicine and NYU Langone Orthopedic Hospital, New York.ORCID 0000-0003-3448-5520
Philip B SmithPennsylvania State University, University Park.
Pamela RosenthalNew York University School of Medicine and NYU Langone Orthopedic Hospital, New York.
Yamen HomsiNYU Langone Hospital, Brooklyn, New York.
Percio GulkoMount Sinai School of Medicine, New York, New York.
Javier PonsCenter for Public Health Research, FISABIO, Valencia, Spain.
Leonor Puchades-CarrascoCentro de Investigación Príncipe Felipe and Instituto de Investigación Sanitaria La Fe, Valencia, Spain.
Peter IzmirlyNew York University School of Medicine and NYU Langone Orthopedic Hospital, New York.
Andrew PattersonPennsylvania State University, University Park.
Steven B AbramsonNew York University School of Medicine and NYU Langone Orthopedic Hospital, New York.
Antonio Pineda-LucenaCentro de Investigación Príncipe Felipe and Instituto de Investigación Sanitaria La Fe, Valencia, Spain, and Centro de Investigación Médica Aplicada, Universidad de Navarra, Pamplona, Spain.
Peter J TurnbaughUniversity of California and Chan Zuckerberg Biohub, San Francisco, California.
Carles UbedaCentro Superior de Investigación en Salud Pública, La Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, Valencia, Spain, and CIBERESP, Madrid, Spain.
Jose U ScherNew York University School of Medicine and NYU Langone Orthopedic Hospital, New York.ORCID 0000-0002-1072-6994
Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana · ESNew York University Langone Orthopedic Hospital · USPennsylvania State University · USCentro de Investigacion Principe Felipe · ESUniversity of California, San Francisco · USBrooklyn Hospital Center · USChan Zuckerberg Initiative (United States) · USIcahn School of Medicine at Mount Sinai · US

Funding

NRSA Training CoreTL1TR001871 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI KANAYA, ALKA M., SOMSOUK, MA · 2016 to 2025
$10.1M
Microbial Pathogenesis and Host DefenseT32AI060537 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Joanne N. Engel · 2004 to 2026
$6.5M
ACADEMIC RHEUMATOLOGY AND CLINICAL IMMUNOLOGYT32AR007304 · NIAMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI DAIKH, DAVID I · 1986 to 2018
$6.0M
Predicting and preventing drug metabolism by the human gut microbiomeR01HL122593 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Peter James Turnbaugh · 2016 to 2026
$5.7M
Employing the gut microbiome to accelerate effective initiation of rheumatoid arthritis therapyR01AR074500 · NIAMS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Renuka Rajendra Nayak, Jose U. Scher · 2019 to 2026
$4.1M
The impact of the gut microbiome on rheumatoid arthritis treatmentK08AR073930 · NIAMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NAYAK, RENUKA RAJENDRA · 2018 to 2022
$981k
Human Gut Microbiome as Modulator of Drug Response in Inflammatory ArthritisR03AR072182 · NIAMS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI SCHER, JOSE U. · 2017 to 2018
$170k
National Institute of Allergy and Infectious Diseases R01HL122593NCATS NIH HHS TL1 TR001871NHLBI NIH HHS R01 HL122593NIAID NIH HHS T32 AI060537NIAMS NIH HHS K08 AR073930NIAMS NIH HHS K08AR073930NIAMS NIH HHS R01 AR074500NIAMS NIH HHS R01AR074500NIAMS NIH HHS R03 AR072182NIAMS NIH HHS T32 AR007304
6 · The paper itself

Abstract

objectiveAlthough oral methotrexate (MTX) remains the anchor drug for rheumatoid arthritis (RA), up to 50% of patients do not achieve a clinically adequate outcome. In addition, there is a lack of prognostic tools for treatment response prior to drug initiation. This study was undertaken to investigate whether interindividual differences in the human gut microbiome can aid in the prediction of MTX efficacy in new-onset RA.

methodsWe performed 16S ribosomal RNA gene and shotgun metagenomic sequencing on the baseline gut microbiomes of drug-naive patients with new-onset RA (n = 26). Results were validated in an additional independent cohort (n = 21). To gain insight into potential microbial mechanisms, we conducted ex vivo experiments coupled with metabolomics analysis to evaluate the association between microbiome-driven MTX depletion and clinical response.

resultsOur analysis revealed significant associations of the abundance of gut bacterial taxa and their genes with future clinical response (q < 0.05), including orthologs related to purine and MTX metabolism. Machine learning techniques were applied to the metagenomic data, resulting in a microbiome-based model that predicted lack of response to MTX in an independent group of patients. Finally, MTX levels remaining after ex vivo incubation with distal gut samples from pretreatment RA patients significantly correlated with the magnitude of future clinical response, suggesting a possible direct effect of the gut microbiome on MTX metabolism and treatment outcomes.

conclusionTaken together, these findings are the first step toward predicting lack of response to oral MTX in patients with new-onset RA and support the value of the gut microbiome as a possible prognostic tool and as a potential target in RA therapeutics.

Indexed as

Administration, OralAdultAntirheumatic AgentsArthritis, RheumatoidBacillotaBacteroidetesCohort StudiesEscherichiaEubacterialesEuryarchaeotaFemaleGastrointestinal MicrobiomeHumansMachine LearningMaleMetabolomicsAntirheumatic AgentsMethotrexateRNA, Ribosomal, 16S

Identifiers

PMID33314800
PMCPMC11293279
OpenAlexW3110936506

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.