Evidence map›Paper›PMID 37947217›Full record

ArticleHuman molecular genetics2024

A transcriptomics-based drug repositioning approach to identify drugs with similar activities for the treatment of muscle pathologies in spinal muscular atrophy (SMA) models.

Joseph M Hoolachan, Eve McCallion, Emma R Sutton, Özge Çetin, Paloma Pacheco-Torres, Maria Dimitriadi, Suat Sari, Gavin J Miller, Magnus Okoh, Lisa M Walter and 4 more

Open access · hybridAbstract read
In one paragraph

Article in Human molecular genetics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.0field-weighted citation impact, top 12% 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

5 citing papers in PubMed, 7 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. Review
  5. 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

14 authors at 4 institutions in 3 countries.

Joseph M HoolachanSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Eve McCallionSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Emma R SuttonSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Özge ÇetinSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Paloma Pacheco-TorresSchool of Life and Medical Sciences, University of Hertfordshire, Hatfield, Hertfordshire, AL910 9AB, United Kingdom.
Maria DimitriadiSchool of Life and Medical Sciences, University of Hertfordshire, Hatfield, Hertfordshire, AL910 9AB, United Kingdom.
Suat SariDepartment of Pharmaceutical Chemistry, Hacettepe University, Ankara, 06100, Turkey.
Gavin J MillerSchool of Chemical and Physical Sciences, Lennard-Jones Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Magnus OkohSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Lisa M WalterSMATHERIA gGmbH - Non-Profit Biomedical Research Institute, Feodor-Lynen-Straße 31, 30625, Hannover, Germany.
Peter ClausSMATHERIA gGmbH - Non-Profit Biomedical Research Institute, Feodor-Lynen-Straße 31, 30625, Hannover, Germany.
Matthew J A WoodDepartment of Paediatrics, University of Oxford, Level 2, Children's Hospital, John Radcliffe, Headington Oxford, OX3 9DU, United Kingdom.
Daniel P TongeSchool of Life Sciences, Huxley Building, Keele University, Staffordshire ST5 5BG, United Kingdom.
Melissa BowermanSchool of Medicine, David Weatherall Building, Keele University, Staffordshire, ST5 5BG, United Kingdom.
Keele University · GBMedizinische Hochschule Hannover · DEUniversity of Hertfordshire · GBJohn Radcliffe Hospital · GB

Funding

Enhancing and expanding the CGC Strain CollectionP40OD010440 · OD · UNIVERSITY OF MINNESOTA · PI Ann E. Rougvie · 2012 to 2026
$7.5M
Academy of Medical Sciences SBF006/1162NIH HHS P40 OD010440ODCDC CDC HHS P40 OD010440Wellcome Trust
6 · The paper itself

Abstract

Spinal muscular atrophy (SMA) is a genetic neuromuscular disorder caused by the reduction of survival of motor neuron (SMN) protein levels. Although three SMN-augmentation therapies are clinically approved that significantly slow down disease progression, they are unfortunately not cures. Thus, complementary SMN-independent therapies that can target key SMA pathologies and that can support the clinically approved SMN-dependent drugs are the forefront of therapeutic development. We have previously demonstrated that prednisolone, a synthetic glucocorticoid (GC) improved muscle health and survival in severe Smn-/-;SMN2 and intermediate Smn2B/- SMA mice. However, long-term administration of prednisolone can promote myopathy. We thus wanted to identify genes and pathways targeted by prednisolone in skeletal muscle to discover clinically approved drugs that are predicted to emulate prednisolone's activities. Using an RNA-sequencing, bioinformatics, and drug repositioning pipeline on skeletal muscle from symptomatic prednisolone-treated and untreated Smn-/-; SMN2 SMA and Smn+/-; SMN2 healthy mice, we identified molecular targets linked to prednisolone's ameliorative effects and a list of 580 drug candidates with similar predicted activities. Two of these candidates, metformin and oxandrolone, were further investigated in SMA cellular and animal models, which highlighted that these compounds do not have the same ameliorative effects on SMA phenotypes as prednisolone; however, a number of other important drug targets remain. Overall, our work further supports the usefulness of prednisolone's potential as a second-generation therapy for SMA, identifies a list of potential SMA drug treatments and highlights improvements for future transcriptomic-based drug repositioning studies in SMA.

Indexed as

Drug RepositioningMuscular Atrophy, SpinalAnimalsDisease Models, AnimalGene Expression ProfilingMiceMuscle, SkeletalPharmaceutical PreparationsPrednisoloneSurvival of Motor Neuron 1 ProteinPharmaceutical PreparationsPrednisoloneSurvival of Motor Neuron 1 Proteinanimal modelsdrug repurposingskeletal musclespinal muscular atrophytranscriptomics

Identifiers

PMID37947217
PMCPMC10877467
OpenAlexW4388557280

What OpenQuestion 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 OpenQuestion graph.