Evidence map›Paper›PMID 38260685›Full record

ArticleResearch square2024

Immune and molecular landscape behind non-response to Mycophenolate Mofetil and Azathioprine in lupus nephritis therapy.

Raúl López-Domínguez, Juan Antonio Villatoro-García, Concepción Marañón, Daniel Goldman, Michelle Petri, Pedro Carmona-Sáez, Marta Alarcón-Riquelme, Daniel Toro-Dominguez

Open access · greenAbstract readPreprint
In one paragraph

Article in Research square, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed, 2 citations in OpenAlex.

No citing paper in PubMed yet.

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

8 authors at 2 institutions in 3 countries.

Raúl López-DomínguezGENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada.ORCID 0000-0001-8634-117X
Juan Antonio Villatoro-GarcíaGENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada.
Concepción MarañónDepartment of Medical Genomics, Center for Genomics and Oncological Research (GENYO).ORCID 0000-0002-7827-6301
Daniel GoldmanJohns Hopkins University.ORCID 0000-0001-5003-3503
Michelle PetriJohns Hopkins University.ORCID 0000-0003-1441-5373
Pedro Carmona-SáezDepartment of Bioinformatics, Center for Genomics and Oncological Research (GENYO).ORCID 0000-0002-6173-7255
Marta Alarcón-RiquelmeDepartment of Medical Genomics, Center for Genomics and Oncological Research (GENYO).ORCID 0000-0002-7632-4154
Daniel Toro-DominguezGENYO. Centre for Genomics and Oncological Research: Pfizer, University of Granada, Andalusian Regional Government, PTS Granada.
Johns Hopkins University · USGenomics Medicine (Ireland) · IE

Funding

Hopkins Lupus CohortR01AR069572 · NIAMS · JOHNS HOPKINS UNIVERSITY · PI PETRI, MICHELLE A · 2016 to 2020
$3.4M
Clinical applications of urine proteomics to lupus nephritisR01DK134625 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI Andrea Fava · 2023 to 2026
$2.8M
NIAMS NIH HHS R01 AR069572NIDDK NIH HHS R01 DK134625
6 · The paper itself

Abstract

Lupus nephritis (LN) represents one of the most severe complications of systemic lupus erythematosus, leading to end-stage kidney disease in worst cases. Current first-line therapies for LN, including mycophenolate mofetil (MMF) and azathioprine (AZA), fail to induce long-term remission in 60-70% of the patients, evidencing the urgent need to delve into the molecular knowledge-gap behind the non-response to these therapies. A longitudinal cohort of treated LN patients including clinical, cellular and transcriptomic data, was analyzed. Gene-expression signatures behind non-response to different drugs were revealed by differential expression analysis. Drug-specific non-response mechanisms and cell proportion differences were identified. Blood cell subsets mediating non-response were described using single-cell RNASeq data. We show that AZA and MMF non-response implicates different cells and regulatory functions. Mechanistic models were used to suggest add-on therapies to improve their current performance. Our results provide new insights into the molecular mechanisms associated with treatment failures in LN.

Identifiers

PMID38260685
PMCPMC10802741
OpenAlexW4390816635

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.