Evidence map›Paper›PMID 37543540›Full record

ArticleCellular and molecular life sciences : CMLS2023

Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study.

Irene Faravelli, Delia Gagliardi, Elena Abati, Megi Meneri, Jessica Ongaro, Francesca Magri, Valeria Parente, Lucia Petrozzi, Giulia Ricci, Fiorenza Farè and 8 more

Open access · hybridAbstract readMulticenter Study
In one paragraph

Article in Cellular and molecular life sciences : CMLS, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 pooled it
5.8field-weighted citation impact, top 4% 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

16 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Review
  4. Longitudinal multi-omics profiling of spinal muscular atrophy.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2026
    Article
  5. Article
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  7. Extracellular Matrix Remodeling in Motor Neuron Diseases.International journal of molecular sciences · 2025
    Review
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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

18 authors at 3 institutions in 1 country.

Irene Faravelli *Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy. irene.faravelli@unimi.it.
Delia Gagliardi *Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Elena AbatiDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Megi MeneriDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Jessica OngaroNeurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Francesca MagriNeurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Valeria ParenteNeurology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Lucia PetrozziDepartment of Clinical and Experimental Medicine, Neurological Clinics, University of Pisa, Pisa, Italy.
Giulia RicciDepartment of Clinical and Experimental Medicine, Neurological Clinics, University of Pisa, Pisa, Italy.
Fiorenza FarèUnitech OMICs, University of Milan, Milan, Italy.
Giulia GarroneUnitech OMICs, University of Milan, Milan, Italy.
Manuela FontanaUnitech OMICs, University of Milan, Milan, Italy.
Donatella CarusoUnitech OMICs, University of Milan, Milan, Italy.
Gabriele SicilianoDepartment of Clinical and Experimental Medicine, Neurological Clinics, University of Pisa, Pisa, Italy.
Giacomo Pietro ComiDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Alessandra GovoniDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy.
Stefania CortiDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy. stefania.corti@unimi.it.ORCID http://orcid.org/0000-0001-5425-969X
Linda OttoboniDepartment of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, University of Milan, Milan, Italy. linda.ottoboni@unimi.it.
University of Milan · ITFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico · ITUniversity of Pisa · IT

Funding

Ministero della Salute RF-2019-12370334Regione Lombardia TRANS-ALS
6 · The paper itself

Abstract

Spinal muscular atrophy (SMA) is a neurodegenerative disorder caused by mutations in the SMN1 gene resulting in reduced levels of the SMN protein. Nusinersen, the first antisense oligonucleotide (ASO) approved for SMA treatment, binds to the SMN2 gene, paralogue to SMN1, and mediates the translation of a functional SMN protein. Here, we used longitudinal high-resolution mass spectrometry (MS) to assess both global proteome and metabolome in cerebrospinal fluid (CSF) from ten SMA type 3 patients, with the aim of identifying novel readouts of pharmacodynamic/response to treatment and predictive markers of treatment response. Patients had a median age of 33.5 [29.5; 38.25] years, and 80% of them were ambulant at time of the enrolment, with a median HFMSE score of 37.5 [25.75; 50.75]. Untargeted CSF proteome and metabolome were measured using high-resolution MS (nLC-HRMS) on CSF samples obtained before treatment (T0) and after 2 years of follow-up (T22). A total of 26 proteins were found to be differentially expressed between T0 and T22 upon VSN normalization and LIMMA differential analysis, accounting for paired replica. Notably, key markers of the insulin-growth factor signaling pathway were upregulated after treatment together with selective modulation of key transcription regulators. Using CombiROC multimarker signature analysis, we suggest that detecting a reduction of SEMA6A and an increase of COL1A2 and GRIA4 might reflect therapeutic efficacy of nusinersen. Longitudinal metabolome profiling, analyzed with paired t-Test, showed a significant shift for some aminoacid utilization induced by treatment, whereas other metabolites were largely unchanged. Together, these data suggest perturbation upon nusinersen treatment still sustained after 22 months of follow-up and confirm the utility of CSF multi-omic profiling as pharmacodynamic biomarker for SMA type 3. Nonetheless, validation studies are needed to confirm this evidence in a larger sample size and to further dissect combined markers of response to treatment.

Indexed as

MultiomicsMuscular Atrophy, SpinalCollagen Type IFollow-Up StudiesHumansOligonucleotidesProteomeRetrospective StudiesCollagen Type ICollagen Type I, alpha2 SubunitnusinersenOligonucleotidesProteomeAntisense oligonucleotidesMetabolomicProteomicSpinal muscular atrophy

Identifiers

PMID37543540
PMCPMC10404194
OpenAlexW4385604060

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.