Evidence map›Paper›PMID 34772429›Full record

ArticleMolecular neurodegeneration2021

Small molecule inhibitors of α-synuclein oligomers identified by targeting early dopamine-mediated motor impairment in C. elegans.

Kevin S Chen, Krystal Menezes, Jarlath B Rodgers, Darren M O'Hara, Nhat Tran, Kazuko Fujisawa, Seiya Ishikura, Shahin Khodaei, Hien Chau, Anna Cranston and 16 more

Open access · goldAbstract read
In one paragraph

Article in Molecular neurodegeneration, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
1.7field-weighted citation impact, top 17% 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

19 citing papers in PubMed, 27 citations in OpenAlex.

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  17. Using aPharmaceuticals (Basel, Switzerland) · 2022
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  19. UsingFrontiers in pharmacology · 2022
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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

26 authors at 5 institutions in 4 countries.

Kevin S Chen *Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Krystal Menezes *Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Jarlath B RodgersDonnelly Centre, University of Toronto, Toronto, ON, Canada.
Darren M O'HaraKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Nhat TranKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Kazuko FujisawaKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Seiya IshikuraKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Shahin KhodaeiDonnelly Centre, University of Toronto, Toronto, ON, Canada.
Hien ChauKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Anna CranstonKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Minesh KapadiaKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Grishma PawarKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Susan PingKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Aldis KrizusKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Alix LacosteBenevolentAI, New York, NY, USA.
Scott SpanglerIBM Research-Almaden, San Jose, CA, USA.
Naomi P VisanjiEdmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Division of Neurology, Department of Medicine, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Connie MarrasEdmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Division of Neurology, Department of Medicine, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Nour K MajbourNeurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha, Qatar.
Omar M A El-AgnafNeurological Disorders Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation, Doha, Qatar.
Andres M LozanoKrembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Joseph CulottiLunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.
Satoshi SuoLunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada.
William S RyuDonnelly Centre, University of Toronto, Toronto, ON, Canada.
Suneil K Kalia *Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada.
Lorraine V Kalia *Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada. lorraine.kalia@utoronto.ca.ORCID http://orcid.org/0000-0002-9384-1305
University Health Network · CAUniversity of Toronto · CAHamad bin Khalifa University · QAMount Sinai Hospital · CAIBM Research - Almaden · US

Funding

CIHR MC2-157081
6 · The paper itself

Abstract

backgroundParkinson's disease is a disabling neurodegenerative movement disorder characterized by dopaminergic neuron loss induced by α-synuclein oligomers. There is an urgent need for disease-modifying therapies for Parkinson's disease, but drug discovery is challenged by lack of in vivo models that recapitulate early stages of neurodegeneration. Invertebrate organisms, such as the nematode worm Caenorhabditis elegans, provide in vivo models of human disease processes that can be instrumental for initial pharmacological studies.

methodsTo identify early motor impairment of animals expressing α-synuclein in dopaminergic neurons, we first used a custom-built tracking microscope that captures locomotion of single C. elegans with high spatial and temporal resolution. Next, we devised a method for semi-automated and blinded quantification of motor impairment for a population of simultaneously recorded animals with multi-worm tracking and custom image processing. We then used genetic and pharmacological methods to define the features of early motor dysfunction of α-synuclein-expressing C. elegans. Finally, we applied the C. elegans model to a drug repurposing screen by combining it with an artificial intelligence platform and cell culture system to identify small molecules that inhibit α-synuclein oligomers. Screen hits were validated using in vitro and in vivo mammalian models.

resultsWe found a previously undescribed motor phenotype in transgenic α-synuclein C. elegans that correlates with mutant or wild-type α-synuclein protein levels and results from dopaminergic neuron dysfunction, but precedes neuronal loss. Together with artificial intelligence-driven in silico and in vitro screening, this C. elegans model identified five compounds that reduced motor dysfunction induced by α-synuclein. Three of these compounds also decreased α-synuclein oligomers in mammalian neurons, including rifabutin which has not been previously investigated for Parkinson's disease. We found that treatment with rifabutin reduced nigrostriatal dopaminergic neurodegeneration due to α-synuclein in a rat model.

conclusionsWe identified a C. elegans locomotor abnormality due to dopaminergic neuron dysfunction that models early α-synuclein-mediated neurodegeneration. Our innovative approach applying this in vivo model to a multi-step drug repurposing screen, with artificial intelligence-driven in silico and in vitro methods, resulted in the discovery of at least one drug that may be repurposed as a disease-modifying therapy for Parkinson's disease.

Indexed as

alpha-SynucleinMotor DisordersAnimalsArtificial IntelligenceCaenorhabditis elegansDisease Models, AnimalDopamineDopaminergic NeuronsMammalsRatsalpha-SynucleinDopamineAlpha-synucleinAnimal modelArtificial intelligenceDrug discoveryMachine learningNatural language processingNeurodegenerationOligomersParkinson’s disease

Identifiers

PMID34772429
PMCPMC8588601
OpenAlexW3214442151

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.