Cargando…
Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404194/ https://www.ncbi.nlm.nih.gov/pubmed/37543540 http://dx.doi.org/10.1007/s00018-023-04885-7 |
_version_ | 1785085243095515136 |
---|---|
author | Faravelli, Irene Gagliardi, Delia Abati, Elena Meneri, Megi Ongaro, Jessica Magri, Francesca Parente, Valeria Petrozzi, Lucia Ricci, Giulia Farè, Fiorenza Garrone, Giulia Fontana, Manuela Caruso, Donatella Siciliano, Gabriele Comi, Giacomo Pietro Govoni, Alessandra Corti, Stefania Ottoboni, Linda |
author_facet | Faravelli, Irene Gagliardi, Delia Abati, Elena Meneri, Megi Ongaro, Jessica Magri, Francesca Parente, Valeria Petrozzi, Lucia Ricci, Giulia Farè, Fiorenza Garrone, Giulia Fontana, Manuela Caruso, Donatella Siciliano, Gabriele Comi, Giacomo Pietro Govoni, Alessandra Corti, Stefania Ottoboni, Linda |
author_sort | Faravelli, Irene |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00018-023-04885-7. |
format | Online Article Text |
id | pubmed-10404194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-104041942023-08-07 Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study Faravelli, Irene Gagliardi, Delia Abati, Elena Meneri, Megi Ongaro, Jessica Magri, Francesca Parente, Valeria Petrozzi, Lucia Ricci, Giulia Farè, Fiorenza Garrone, Giulia Fontana, Manuela Caruso, Donatella Siciliano, Gabriele Comi, Giacomo Pietro Govoni, Alessandra Corti, Stefania Ottoboni, Linda Cell Mol Life Sci Original Article 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00018-023-04885-7. Springer International Publishing 2023-08-05 2023 /pmc/articles/PMC10404194/ /pubmed/37543540 http://dx.doi.org/10.1007/s00018-023-04885-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Faravelli, Irene Gagliardi, Delia Abati, Elena Meneri, Megi Ongaro, Jessica Magri, Francesca Parente, Valeria Petrozzi, Lucia Ricci, Giulia Farè, Fiorenza Garrone, Giulia Fontana, Manuela Caruso, Donatella Siciliano, Gabriele Comi, Giacomo Pietro Govoni, Alessandra Corti, Stefania Ottoboni, Linda Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title | Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title_full | Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title_fullStr | Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title_full_unstemmed | Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title_short | Multi-omics profiling of CSF from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
title_sort | multi-omics profiling of csf from spinal muscular atrophy type 3 patients after nusinersen treatment: a 2-year follow-up multicenter retrospective study |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404194/ https://www.ncbi.nlm.nih.gov/pubmed/37543540 http://dx.doi.org/10.1007/s00018-023-04885-7 |
work_keys_str_mv | AT faravelliirene multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT gagliardidelia multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT abatielena multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT menerimegi multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT ongarojessica multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT magrifrancesca multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT parentevaleria multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT petrozzilucia multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT riccigiulia multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT farefiorenza multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT garronegiulia multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT fontanamanuela multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT carusodonatella multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT sicilianogabriele multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT comigiacomopietro multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT govonialessandra multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT cortistefania multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy AT ottobonilinda multiomicsprofilingofcsffromspinalmuscularatrophytype3patientsafternusinersentreatmenta2yearfollowupmulticenterretrospectivestudy |