Evidence map›Paper›PMID 37051216›Full record

ArticleFrontiers in medicine2023

Molecular signature of methotrexate response among rheumatoid arthritis patients.

Boel Brynedal, Niyaz Yoosuf, Tinna Bjorg Ulfarsdottir, Daniel Ziemek, Mateusz Maciejewski, Lasse Folkersen, Helga Westerlind, Malin Müller, Peter Sahlström, Scott A Jelinsky and 6 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.2field-weighted citation impact, top 8% 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

6 citing papers in PubMed, 14 citations in OpenAlex.

  1. Association ofPharmaceuticals (Basel, Switzerland) · 2025
    Article
  2. Article
  3. Article
  4. Differences in IDO1Frontiers in immunology · 2024
    Article
  5. Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 4 institutions in 2 countries.

Boel BrynedalTranslational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Niyaz YoosufTranslational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Tinna Bjorg UlfarsdottirTranslational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Daniel ZiemekPfizer, Cambridge, MA, United States.
Mateusz MaciejewskiPfizer, Cambridge, MA, United States.
Lasse FolkersenNucleus Genomics, New York, NY, United States.
Helga WesterlindTranslational Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
Malin MüllerDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Peter SahlströmDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Scott A JelinskyPfizer, Cambridge, MA, United States.
Aase HensvoldDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Leonid PadyukovDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Nancy Vivar PomianoDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Anca CatrinaDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Lars KlareskogDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Louise BergDivision of Rheumatology, Department of Medicine Solna, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden.
Karolinska Institutet · SEKarolinska University Hospital · SEPfizer (United States) · USCentre for Palaeogenetics · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Methotrexate (MTX) is the first line treatment for rheumatoid arthritis (RA), but failure of satisfying treatment response occurs in a significant proportion of patients. Here we present a longitudinal multi-omics study aimed at detecting molecular and cellular processes in peripheral blood associated with a successful methotrexate treatment of rheumatoid arthritis. Methods: Eighty newly diagnosed patients with RA underwent clinical assessment and donated blood before initiation of MTX, and 3 months into treatment. Flow cytometry was used to describe cell types and presence of activation markers in peripheral blood, the expression of 51 proteins was measured in serum or plasma, and RNA sequencing was performed in peripheral blood mononuclear cells (PBMC). Response to treatment after 3 months was determined using the EULAR response criteria. We assessed the changes in biological phenotypes during treatment, and whether these changes differed between responders and non-responders with regression analysis. By using measurements from baseline, we also tried to find biomarkers of future MTX response or, alternatively, to predict MTX response. Results: Among the MTX responders, (Good or Moderate according to EULAR treatment response classification, Conclusion: We conclude that a deep molecular and cellular phenotyping of peripheral blood cells in RA patients treated with methotrexate can reveal previously not recognized differences between responders and non-responders during 3 months of treatment with MTX. This may contribute to the understanding of MTX mode of action and explain non-responsiveness to MTX therapy.

Indexed as

flow cytometrygene expressionmethotrexateplasma proteinsrheumatoid anhritistranscriptomicstreatment response

Identifiers

PMID37051216
PMCPMC10084884
OpenAlexW4360999770

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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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.