Cargando…
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets
Parkinson’s disease (PD) is the second most common neurodegenerative disorder with prominent dopamine (DA) neuron degeneration. PD affects millions of people worldwide, but currently available therapies are limited to temporary relief of symptoms. As an effort to discover disease-modifying therapeut...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971663/ https://www.ncbi.nlm.nih.gov/pubmed/35370735 http://dx.doi.org/10.3389/fphar.2022.837756 |
_version_ | 1784679684160618496 |
---|---|
author | Kim, Gha-hyun J. Mo, Han Liu, Harrison Okorie, Meri Chen, Steven Zheng, Jiashun Li, Hao Arkin, Michelle Huang, Bo Guo, Su |
author_facet | Kim, Gha-hyun J. Mo, Han Liu, Harrison Okorie, Meri Chen, Steven Zheng, Jiashun Li, Hao Arkin, Michelle Huang, Bo Guo, Su |
author_sort | Kim, Gha-hyun J. |
collection | PubMed |
description | Parkinson’s disease (PD) is the second most common neurodegenerative disorder with prominent dopamine (DA) neuron degeneration. PD affects millions of people worldwide, but currently available therapies are limited to temporary relief of symptoms. As an effort to discover disease-modifying therapeutics, we have conducted a screen of 1,403 bioactive small molecule compounds using an in vivo whole organism screening assay in transgenic larval zebrafish. The transgenic model expresses the bacterial enzyme nitroreductase (NTR) driven by the tyrosine hydroxylase (th) promotor. NTR converts the commonly used antibiotic pro-drug metronidazole (MTZ) to the toxic nitroso radical form to induce DA neuronal loss. 57 compounds were identified with a brain health score (BHS) that was significantly improved compared to the MTZ treatment alone after FDR adjustment (padj<0.05). Independently, we curated the high throughput screening (HTS) data by annotating each compound with pharmaceutical classification, known mechanism of action, indication, IC50, and target. Using the Reactome database, we performed pathway analysis, which uncovered previously unknown pathways in addition to validating previously known pathways associated with PD. Non-topology-based pathway analysis of the screening data further identified apoptosis, estrogen hormone, dipeptidyl-peptidase 4, and opioid receptor Mu1 to be potentially significant pathways and targets involved in neuroprotection. A total of 12 compounds were examined with a secondary assay that imaged DA neurons before and after compound treatment. The z’-factor of this secondary assay was determined to be 0.58, suggesting it is an excellent assay for screening. Etodolac, nepafenac, aloperine, protionamide, and olmesartan showed significant neuroprotection and was also validated by blinded manual DA neuronal counting. To determine whether these compounds are broadly relevant for neuroprotection, we tested them on a conduritol-b-epoxide (CBE)-induced Gaucher disease (GD) model, in which the activity of glucocerebrosidase (GBA), a commonly known genetic risk factor for PD, was inhibited. Aloperine, olmesartan, and nepafenac showed significant protection of DA neurons in this assay. Together, this work, which combines high content whole organism in vivo imaging-based screen and bioinformatic pathway analysis of the screening dataset, delineates a previously uncharted approach for identifying hit-to-lead candidates and for implicating previously unknown pathways and targets involved in DA neuron protection. |
format | Online Article Text |
id | pubmed-8971663 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89716632022-04-02 In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets Kim, Gha-hyun J. Mo, Han Liu, Harrison Okorie, Meri Chen, Steven Zheng, Jiashun Li, Hao Arkin, Michelle Huang, Bo Guo, Su Front Pharmacol Pharmacology Parkinson’s disease (PD) is the second most common neurodegenerative disorder with prominent dopamine (DA) neuron degeneration. PD affects millions of people worldwide, but currently available therapies are limited to temporary relief of symptoms. As an effort to discover disease-modifying therapeutics, we have conducted a screen of 1,403 bioactive small molecule compounds using an in vivo whole organism screening assay in transgenic larval zebrafish. The transgenic model expresses the bacterial enzyme nitroreductase (NTR) driven by the tyrosine hydroxylase (th) promotor. NTR converts the commonly used antibiotic pro-drug metronidazole (MTZ) to the toxic nitroso radical form to induce DA neuronal loss. 57 compounds were identified with a brain health score (BHS) that was significantly improved compared to the MTZ treatment alone after FDR adjustment (padj<0.05). Independently, we curated the high throughput screening (HTS) data by annotating each compound with pharmaceutical classification, known mechanism of action, indication, IC50, and target. Using the Reactome database, we performed pathway analysis, which uncovered previously unknown pathways in addition to validating previously known pathways associated with PD. Non-topology-based pathway analysis of the screening data further identified apoptosis, estrogen hormone, dipeptidyl-peptidase 4, and opioid receptor Mu1 to be potentially significant pathways and targets involved in neuroprotection. A total of 12 compounds were examined with a secondary assay that imaged DA neurons before and after compound treatment. The z’-factor of this secondary assay was determined to be 0.58, suggesting it is an excellent assay for screening. Etodolac, nepafenac, aloperine, protionamide, and olmesartan showed significant neuroprotection and was also validated by blinded manual DA neuronal counting. To determine whether these compounds are broadly relevant for neuroprotection, we tested them on a conduritol-b-epoxide (CBE)-induced Gaucher disease (GD) model, in which the activity of glucocerebrosidase (GBA), a commonly known genetic risk factor for PD, was inhibited. Aloperine, olmesartan, and nepafenac showed significant protection of DA neurons in this assay. Together, this work, which combines high content whole organism in vivo imaging-based screen and bioinformatic pathway analysis of the screening dataset, delineates a previously uncharted approach for identifying hit-to-lead candidates and for implicating previously unknown pathways and targets involved in DA neuron protection. Frontiers Media S.A. 2022-03-18 /pmc/articles/PMC8971663/ /pubmed/35370735 http://dx.doi.org/10.3389/fphar.2022.837756 Text en Copyright © 2022 Kim, Mo, Liu, Okorie, Chen, Zheng, Li, Arkin, Huang and Guo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Kim, Gha-hyun J. Mo, Han Liu, Harrison Okorie, Meri Chen, Steven Zheng, Jiashun Li, Hao Arkin, Michelle Huang, Bo Guo, Su In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title |
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title_full |
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title_fullStr |
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title_full_unstemmed |
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title_short |
In Vivo Dopamine Neuron Imaging-Based Small Molecule Screen Identifies Novel Neuroprotective Compounds and Targets |
title_sort | in vivo dopamine neuron imaging-based small molecule screen identifies novel neuroprotective compounds and targets |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971663/ https://www.ncbi.nlm.nih.gov/pubmed/35370735 http://dx.doi.org/10.3389/fphar.2022.837756 |
work_keys_str_mv | AT kimghahyunj invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT mohan invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT liuharrison invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT okoriemeri invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT chensteven invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT zhengjiashun invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT lihao invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT arkinmichelle invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT huangbo invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets AT guosu invivodopamineneuronimagingbasedsmallmoleculescreenidentifiesnovelneuroprotectivecompoundsandtargets |