# Longitudinal multi-omics profiling of spinal muscular atrophy

**Authors:** 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, Mondher Chouchane, Stéphane Vasseur, Maud Chapart, Stéphane Marret, Susana Quijano Roy, Abdellah Tebani, Soumeya Bekri

PMC · DOI: 10.1016/j.neurot.2026.e00880 · Neurotherapeutics · 2026-03-12

## TL;DR

This study identifies potential biomarkers in blood and spinal fluid for spinal muscular atrophy, which could improve diagnosis and treatment monitoring.

## Contribution

The study discovers novel plasma and CSF biomarkers for SMA diagnosis and monitoring, including proteins and metabolites linked to disease status and SMN2 copy number.

## Key findings

- Elevated acylcarnitines, biogenic amines, and neurology-related proteins were found in SMA plasma samples.
- NEFH and creatinine showed strong diagnostic performance for SMA with AUCs >0.9 in plasma.
- 26 altered neurology-related proteins were identified in SMA cerebrospinal fluid compared to controls.

## 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.

Graphical abstract is created in https://BioRender.com.Image 1

## Linked entities

- **Genes:** SMN1 (survival of motor neuron 1, telomeric) [NCBI Gene 6606], SMN2 (survival of motor neuron 2, centromeric) [NCBI Gene 6607]
- **Proteins:** NEFH (neurofilament heavy chain)
- **Chemicals:** creatinine (PubChem CID 588)
- **Diseases:** spinal muscular atrophy (MONDO:0001516), SMA (MONDO:0019079)

## Full-text entities

- **Genes:** EIF4B (eukaryotic translation initiation factor 4B) [NCBI Gene 1975] {aka EIF-4B, PRO1843}, SMN2 (survival of motor neuron 2, centromeric) [NCBI Gene 6607] {aka BCD541, C-BCD541, GEMIN1, SMNC, TDRD16B}, CD302 (CD302 molecule) [NCBI Gene 9936] {aka BIMLEC, CLEC13A, DCL-1, DCL1}, PFDN2 (prefoldin subunit 2) [NCBI Gene 5202] {aka PFD2}, IFI30 (IFI30 lysosomal thiol reductase) [NCBI Gene 10437] {aka GILT, IFI-30, IP-30, IP30}, APOA1 (apolipoprotein A1) [NCBI Gene 335] {aka AMYLD3, HPALP2, apo(a)}, PRTFDC1 (phosphoribosyl transferase domain containing 1) [NCBI Gene 56952] {aka HHGP}, TTR (transthyretin) [NCBI Gene 7276] {aka AMYLD1, ATTR, CTS, CTS1, HEL111, HsT2651}, SEMA6A (semaphorin 6A) [NCBI Gene 57556] {aka HT018, SEMA, SEMA6A1, SEMAQ, VIA}, EIF3A (eukaryotic translation initiation factor 3 subunit A) [NCBI Gene 8661] {aka EIF3, EIF3S10, P167, TIF32, eIF3-p170, eIF3-theta}, PLA2G1B (phospholipase A2 group IB) [NCBI Gene 5319] {aka PLA2, PLA2A, PPLA2}, PLS3 (plastin 3) [NCBI Gene 5358] {aka BMND18, DIH5, T-plastin}, CEACAM3 (CEA cell adhesion molecule 3) [NCBI Gene 1084] {aka CD66D, CEA, CGM1, CGM1a, W264, W282}, PARK7 (Parkinsonism associated deglycase) [NCBI Gene 11315] {aka DJ-1, DJ1, GATD2, HEL-S-67p}, KIRREL2 (kirre like nephrin family adhesion molecule 2) [NCBI Gene 84063] {aka FILTRIN, NEPH3, NLG1}, SFRP1 (secreted frizzled related protein 1) [NCBI Gene 6422] {aka FRP, FRP-1, FRP1, FrzA, SARP2}, ENTPD2 (ectonucleoside triphosphate diphosphohydrolase 2) [NCBI Gene 954] {aka CD39L1, NTPDase-2}, AKT1S1 (AKT1 substrate 1) [NCBI Gene 84335] {aka Lobe, PRAS40}, ISLR2 (immunoglobulin superfamily containing leucine rich repeat 2) [NCBI Gene 57611] {aka LINX}, ADGRB3 (adhesion G protein-coupled receptor B3) [NCBI Gene 577] {aka BAI3}, NEFH (neurofilament heavy chain) [NCBI Gene 4744] {aka CMT2CC, NFH}, APOE (apolipoprotein E) [NCBI Gene 348] {aka AD2, APO-E, ApoE4, LDLCQ5, LPG}, NAA10 (N-alpha-acetyltransferase 10, NatA catalytic subunit) [NCBI Gene 8260] {aka ARD1, ARD1A, ARD1P, DXS707, LZMS, MAA}, GRIA4 (glutamate ionotropic receptor AMPA type subunit 4) [NCBI Gene 2893] {aka GLUR4, GLUR4C, GLURD, GluA4, GluA4-ATD, NEDSGA}, SMN1 (survival of motor neuron 1, telomeric) [NCBI Gene 6606] {aka BCD541, GEMIN1, SMA, SMA1, SMA2, SMA3}, TNFRSF13C (TNF receptor superfamily member 13C) [NCBI Gene 115650] {aka BAFF-R, BAFFR, BROMIX, CD268, CVID4, prolixin}, NXPH1 (neurexophilin 1) [NCBI Gene 30010] {aka NPH1, Nbla00697}, NEFL (neurofilament light chain) [NCBI Gene 4747] {aka CMT1F, CMT2E, CMTDIG, NF-L, NF68, NFL}, TNFSF13B (TNF superfamily member 13b) [NCBI Gene 10673] {aka BAFF, BLYS, CD257, TALL-1, TALL1, THANK}, CTSD (cathepsin D) [NCBI Gene 1509] {aka CLN10, CPSD, HEL-S-130P}, PLAAT1 (phospholipase A and acyltransferase 1) [NCBI Gene 57110] {aka A-C1, H-REV107, HRASLS, HRASLS1, HRSL1, HSD28}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, CDH15 (cadherin 15) [NCBI Gene 1013] {aka CDH14, CDH3, CDHM, MCAD, MRD3}, PMVK (phosphomevalonate kinase) [NCBI Gene 10654] {aka HUMPMKI, PMK, PMKA, PMKASE, POROK1}, FGFR2 (fibroblast growth factor receptor 2) [NCBI Gene 2263] {aka BBDS, BEK, BFR-1, CD332, CEK3, CFD1}, ARSB (arylsulfatase B) [NCBI Gene 411] {aka ASB, G4S, MPS6}
- **Diseases:** neuroinflammation (MESH:D000090862), Alzheimer's disease (MESH:D000544), muscle wasting (MESH:D009133), PTS (MESH:C535325), Parkinson's disease (MESH:D010300), immune dysregulation (OMIM:614878), glucose tolerance impairment (MESH:D018149), neurology (MESH:D009461), muscular weakness (MESH:D018908), of muscle (MESH:D019042), liver steatosis (MESH:D005234), neurodegeneration (MESH:D019636), mitochondrial defects (MESH:C565376), neurological diseases (MESH:D020271), degeneration of anterior horn cells (MESH:D016472), ALS (MESH:D000690), mitochondrial dysfunction (MESH:D028361), axonal degeneration (MESH:D009410), SMN deficiency (MESH:D007153), SMA type I (MESH:D014897), SMA (MESH:D009134), Metabolic abnormalities (MESH:D008659), muscle mass loss (MESH:C536030), dyslipidemia (MESH:D050171), axonal damage (MESH:D001480), muscle deterioration (MESH:D009135), autosomal recessive neuromuscular disorder (MESH:D009468), death (MESH:D003643), hypoxia (MESH:D000860)
- **Chemicals:** Acylcarnitines (MESH:C116917), ATP (MESH:D000255), C26:0 (MESH:C017364), sphingomyelins (MESH:D013109), hexoses (MESH:D006601), oligonucleotide (MESH:D009841), biogenic amines (MESH:D001679), methylthioadenosine (MESH:C008500), dioleoylphosphatidylcholine (MESH:C017251), Risdiplam (MESH:C000629884), lipid (MESH:D008055), NaCl (MESH:D012965), 4-chlorophenylacetic acid (MESH:C029716), nitrogen (MESH:D009584), ammonium acetate (MESH:C018824), glycerophospholipids (MESH:D020404), Nusinersen (MESH:C000590926), CaCl2 (MESH:D002122), Creatinine (MESH:D003404), PC (MESH:D010713), C16:1 (-), cholesterol (MESH:D002784), mevalonate-5-phosphate (MESH:C045038), phospholipids (MESH:D010743), carnitine (MESH:D002331), cis-4-Hydroxyproline (MESH:D006909), LysoPC (MESH:C006065), arachidonic acid (MESH:D016718), C2 (MESH:C023714), Cinobufagin (MESH:C002471), Amino acids (MESH:D000596), phenylisothiocyanate (MESH:C005441), isoprenoid (MESH:D013729), methanol (MESH:D000432), fatty acid (MESH:D005227)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

50 references — full list in the complete paper: https://tomesphere.com/paper/PMC12996660/full.md

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Source: https://tomesphere.com/paper/PMC12996660