Cargando…

Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease

Defining transcriptional profiles of substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) dopamine neurons is critical to understanding their differential vulnerability in Parkinson’s Disease (PD). Here, we determine transcriptomes of human SNc and VTA dopamine neurons using LCM-seq...

Descripción completa

Detalles Bibliográficos
Autores principales: Aguila, Julio, Cheng, Shangli, Kee, Nigel, Cao, Ming, Wang, Menghan, Deng, Qiaolin, Hedlund, Eva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297217/
https://www.ncbi.nlm.nih.gov/pubmed/34305528
http://dx.doi.org/10.3389/fnmol.2021.699562
_version_ 1783725808054960128
author Aguila, Julio
Cheng, Shangli
Kee, Nigel
Cao, Ming
Wang, Menghan
Deng, Qiaolin
Hedlund, Eva
author_facet Aguila, Julio
Cheng, Shangli
Kee, Nigel
Cao, Ming
Wang, Menghan
Deng, Qiaolin
Hedlund, Eva
author_sort Aguila, Julio
collection PubMed
description Defining transcriptional profiles of substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) dopamine neurons is critical to understanding their differential vulnerability in Parkinson’s Disease (PD). Here, we determine transcriptomes of human SNc and VTA dopamine neurons using LCM-seq on a large sample cohort. We apply a bootstrapping strategy as sample input to DESeq2 and identify 33 stably differentially expressed genes (DEGs) between these two subpopulations. We also compute a minimal sample size for identification of stable DEGs, which highlights why previous reported profiles from small sample sizes display extensive variability. Network analysis reveal gene interactions unique to each subpopulation and highlight differences in regulation of mitochondrial stability, apoptosis, neuronal survival, cytoskeleton regulation, extracellular matrix modulation as well as synapse integrity, which could explain the relative resilience of VTA dopamine neurons. Analysis of PD tissues showed that while identified stable DEGs can distinguish the subpopulations also in disease, the SNc markers SLIT1 and ATP2A3 were down-regulated and thus appears to be biomarkers of disease. In summary, our study identifies human SNc and VTA marker profiles, which will be instrumental for studies aiming to modulate dopamine neuron resilience and to validate cell identity of stem cell-derived dopamine neurons.
format Online
Article
Text
id pubmed-8297217
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-82972172021-07-23 Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease Aguila, Julio Cheng, Shangli Kee, Nigel Cao, Ming Wang, Menghan Deng, Qiaolin Hedlund, Eva Front Mol Neurosci Neuroscience Defining transcriptional profiles of substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) dopamine neurons is critical to understanding their differential vulnerability in Parkinson’s Disease (PD). Here, we determine transcriptomes of human SNc and VTA dopamine neurons using LCM-seq on a large sample cohort. We apply a bootstrapping strategy as sample input to DESeq2 and identify 33 stably differentially expressed genes (DEGs) between these two subpopulations. We also compute a minimal sample size for identification of stable DEGs, which highlights why previous reported profiles from small sample sizes display extensive variability. Network analysis reveal gene interactions unique to each subpopulation and highlight differences in regulation of mitochondrial stability, apoptosis, neuronal survival, cytoskeleton regulation, extracellular matrix modulation as well as synapse integrity, which could explain the relative resilience of VTA dopamine neurons. Analysis of PD tissues showed that while identified stable DEGs can distinguish the subpopulations also in disease, the SNc markers SLIT1 and ATP2A3 were down-regulated and thus appears to be biomarkers of disease. In summary, our study identifies human SNc and VTA marker profiles, which will be instrumental for studies aiming to modulate dopamine neuron resilience and to validate cell identity of stem cell-derived dopamine neurons. Frontiers Media S.A. 2021-07-08 /pmc/articles/PMC8297217/ /pubmed/34305528 http://dx.doi.org/10.3389/fnmol.2021.699562 Text en Copyright © 2021 Aguila, Cheng, Kee, Cao, Wang, Deng and Hedlund. 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 Neuroscience
Aguila, Julio
Cheng, Shangli
Kee, Nigel
Cao, Ming
Wang, Menghan
Deng, Qiaolin
Hedlund, Eva
Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title_full Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title_fullStr Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title_full_unstemmed Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title_short Spatial RNA Sequencing Identifies Robust Markers of Vulnerable and Resistant Human Midbrain Dopamine Neurons and Their Expression in Parkinson’s Disease
title_sort spatial rna sequencing identifies robust markers of vulnerable and resistant human midbrain dopamine neurons and their expression in parkinson’s disease
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297217/
https://www.ncbi.nlm.nih.gov/pubmed/34305528
http://dx.doi.org/10.3389/fnmol.2021.699562
work_keys_str_mv AT aguilajulio spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT chengshangli spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT keenigel spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT caoming spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT wangmenghan spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT dengqiaolin spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease
AT hedlundeva spatialrnasequencingidentifiesrobustmarkersofvulnerableandresistanthumanmidbraindopamineneuronsandtheirexpressioninparkinsonsdisease