Evidence map›Paper›PMID 33987813›Full record

ArticleNeurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics2021

Drug Repurposing: A Network-based Approach to Amyotrophic Lateral Sclerosis.

Giulia Fiscon, Federica Conte, Susanna Amadio, Cinzia Volonté, Paola Paci

Open access · bronzeAbstract read
In one paragraph

Article in Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
3.6field-weighted citation impact, top 6% 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

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Validation in Drosophila of the in silico predicted clomipramine as repurposable for SOD1-ALS.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2026
    Article
  4. Article
  5. Article
  6. Drug repurposing in amyotrophic lateral sclerosis (ALS).Expert opinion on drug discovery · 2025
    Review
  7. Article
  8. Article
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  12. Article
  13. A Closer Look at Histamine inInternational journal of molecular sciences · 2024
    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

5 authors at 3 institutions in 2 countries.

Giulia FisconInstitute for Systems Analysis and Computer Science "A. Ruberti", National Research Council (IASI-CNR), Via Dei Taurini 19, 00185, Rome, Italy.ORCID http://orcid.org/0000-0002-3354-8203
Federica ConteInstitute for Systems Analysis and Computer Science "A. Ruberti", National Research Council (IASI-CNR), Via Dei Taurini 19, 00185, Rome, Italy.ORCID http://orcid.org/0000-0003-0427-1476
Susanna AmadioIRCCS Santa Lucia Foundation, Preclinical Neuroscience, Via Del Fosso di Fiorano 65, 00143, Rome, Italy.ORCID http://orcid.org/0000-0002-9266-4597
Cinzia VolontéInstitute for Systems Analysis and Computer Science "A. Ruberti", National Research Council (IASI-CNR), Via Dei Taurini 19, 00185, Rome, Italy. cinzia.volonte@cnr.it.ORCID http://orcid.org/0000-0001-7362-8307
Paola PaciInstitute for Systems Analysis and Computer Science "A. Ruberti", National Research Council (IASI-CNR), Via Dei Taurini 19, 00185, Rome, Italy.ORCID http://orcid.org/0000-0002-9393-2047
Institute for Systems Analysis · RUFondazione Santa Lucia · ITGruppo Italiano per lo Studio dei Carcinomi dell’Apparato Digerente · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The continuous adherence to the conventional "one target, one drug" paradigm has failed so far to provide effective therapeutic solutions for heterogeneous and multifactorial diseases as amyotrophic lateral sclerosis (ALS), a rare progressive and chronic, debilitating neurological disease for which no cure is available. The present study is aimed at finding innovative solutions and paradigms for therapy in ALS pathogenesis, by exploiting new insights from Network Medicine and drug repurposing strategies. To identify new drug-ALS disease associations, we exploited SAveRUNNER, a recently developed network-based algorithm for drug repurposing, which quantifies the proximity of disease-associated genes to drug targets in the human interactome. We prioritized 403 SAveRUNNER-predicted drugs according to decreasing values of network similarity with ALS. Among catecholamine, dopamine, serotonin, histamine, and GABA receptor modulators, as well as angiotensin-converting enzymes, cyclooxygenase isozymes, and serotonin transporter inhibitors, we found some interesting no customary ALS drugs, including amoxapine, clomipramine, mianserin, and modafinil. Furthermore, we strengthened the SAveRUNNER predictions by a gene set enrichment analysis that confirmed modafinil as a drug with the highest score among the 121 identified drugs with a score > 0. Our results contribute to gathering further proofs of innovative solutions for therapy in ALS pathogenesis.

Indexed as

AlgorithmsAmyotrophic Lateral SclerosisCentral Nervous System StimulantsDrug RepositioningGene Regulatory NetworksHumansProtein Interaction Domains and MotifsProtein Kinase InhibitorsCentral Nervous System StimulantsProtein Kinase InhibitorsAmyotrophic lateral sclerosisDrug repositioningHistaminergic drugsModafinilNetwork Medicine

Identifiers

PMID33987813
PMCPMC8609089
OpenAlexW3160377079

What OpenQuestion holds

Textmetadata
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.