Evidence map›Paper›PMID 41825231›Full record

ArticleNeurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics2026

Longitudinal multi-omics profiling of spinal muscular atrophy.

Ivana Dabaj, Thi Hai Yen Nguyen, Emmanuelle Lagrue, Franklin Ducatez, Stéphane Allouche, Jérôme Ausseil, Andreea Seferian, Marta Gomez-Garcia de la Banda, Audrey Benezit, Aurélie Phelep and 7 more

Abstract read
In one paragraph

Article in Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

17 authors.

Ivana DabajNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Neonatalogy, Pediatric Intensive Care and Neuropediatrics, Referal Center for Neuromuscular Diseases, Referal Center for Lysosomal Diseases, 76000 Rouen, France; Normandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: ivana.dabaj@chu-rouen.fr.
Thi Hai Yen NguyenNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: thi-hai-yen.nguyen@chu-rouen.fr.
Emmanuelle LagrueInstitut I-MOTION, Hôpital Armand Trousseau, Paris cedex 12, 75571, Paris, France. Electronic address: lagrue@univ-tours.fr.
Franklin DucatezNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Neonatalogy, Pediatric Intensive Care and Neuropediatrics, Referal Center for Neuromuscular Diseases, Referal Center for Lysosomal Diseases, 76000 Rouen, France; Normandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: franklin.ducatez@chu-rouen.fr.
Stéphane AlloucheDepartment of Biochemistry, University Hospital of Caen, Physiopathology and Imaging of Neurological Disorders, UMRS 1237, University of Caen Normandie, Caen, France. Electronic address: allouche-s@chu-caen.fr.
Jérôme AusseilService de Biochimie, Institut Fédératif de Biologie, Centre Hospitalier Universitaire de Toulouse, Toulouse, France. Electronic address: jerome.ausseil@inserm.fr.
Andreea SeferianInstitut I-MOTION, Hôpital Armand Trousseau, Paris cedex 12, 75571, Paris, France. Electronic address: a.seferian@institut-myologie.org.
Marta Gomez-Garcia de la BandaAPHP Université Paris-Saclay, Pediatric Neuromuscular Unit, Hôpital Universitaire Raymond-Poincaré, Université de Versailles Saint-Quentin-en-Yvelines, Garches, France. Electronic address: marta.gomezgarciadelabanda@aphp.fr.
Audrey BenezitAPHP Université Paris-Saclay, Pediatric Neuromuscular Unit, Hôpital Universitaire Raymond-Poincaré, Université de Versailles Saint-Quentin-en-Yvelines, Garches, France. Electronic address: audrey.benezit@aphp.fr.
Aurélie PhelepInstitut I-MOTION, Hôpital Armand Trousseau, Paris cedex 12, 75571, Paris, France. Electronic address: a.phelep@institut-myologie.org.
Mondher ChouchaneDepartment of Pediatric Neurology, French Competence Center for Neuromuscular Diseases, Dijon University Hospital Center, Hôpital d'Enfants, 14 rue Paul Gaffarel, 21079, Dijon, France. Electronic address: mondher.chouchane@chu-dijon.fr.
Stéphane VasseurMyoBank AFM-Institut de Myologie, Paris, France. Electronic address: s.vasseur@institut-myologie.org.
Maud ChapartMyoBank AFM-Institut de Myologie, Paris, France. Electronic address: m.chapart@institut-myologie.org.
Stéphane MarretNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Neonatalogy, Pediatric Intensive Care and Neuropediatrics, Referal Center for Neuromuscular Diseases, Referal Center for Lysosomal Diseases, 76000 Rouen, France; Normandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: stephane.marret@chu-rouen.fr.
Susana Quijano RoyAPHP Université Paris-Saclay, Pediatric Neuromuscular Unit, Hôpital Universitaire Raymond-Poincaré, Université de Versailles Saint-Quentin-en-Yvelines, Garches, France. Electronic address: susana.quijano-roy@aphp.fr.
Abdellah TebaniNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: abdellah.tebani@chu-rouen.fr.
Soumeya BekriNormandie Univ, UNIROUEN, AIMS, SysMedLab, CHUROUEN, Department of Metabolic Biochemistry, Referal Center for Lysosomal Diseases, Referal Center for Neuromuscular Diseases Nord-Est-Ile-de-France, 76000 Rouen, France. Electronic address: soumeya.bekri@chu-rouen.fr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Spinal muscular atrophy (SMA) is an autosomal recessive neuromuscular disorder caused by SMN1 gene variants, leading to the degeneration of anterior horn cells in the spinal cord. It is a disabling disease with varying severity. Nusinersen, the first approved in France, has dramatically transformed SMA management. However, the significant variability in patient response and disease progression highlights a critical need for objective, measurable indicators. This study aims to identify biomarkers in cerebrospinal fluid (CSF) and plasma associated with the clinical status of treatment-naive patients and their disease progression during therapy. We performed targeted metabolomics and proteomics analyses on plasma and CSF samples from SMA patients before and after six months of treatment, along with controls. The differential analysis was carried out to discover the SMA biomarkers. We found that levels of acylcarnitines, biogenic amines, and neurology-related proteins were mainly elevated, while glycerophospholipids primarily decreased in SMA plasma samples compared to controls. The biomarkers showed good performance in distinguishing SMA from controls with plasma AUCs >0.9. NEFH and creatinine were among the most prominent biomarkers for SMA diagnosis. Besides, 26 neurology-related proteins were found to be altered in patient CSF compared to controls. Furthermore, 11 potential proteins were identified to distinguish patients with 2 copies of SMN2 from those with 3 or 4 copies using plasma. By unveiling specific biomarkers, this study offers valuable insights for accurate disease diagnosis and monitoring treatment effectiveness. This enables personalized SMA management and accelerates the development of targeted therapies.

Indexed as

Muscular Atrophy, SpinalBiomarkersChild, PreschoolFemaleHumansInfantLongitudinal StudiesMaleMetabolomicsMultiomicsOligonucleotidesProteomicsBiomarkersnusinersenOligonucleotidesBiomarkersMetabolomicsNusinersenProteomicsSpinal muscular atrophySystems biology

Identifiers

PMID41825231
PMCPMC12996660

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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.