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Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons

Subcellular RNAseq promises to dissect transcriptional dynamics but is not well characterized. Furthermore, FACS may introduce bias but has not been benchmarked genome-wide. Finally, D1 and D2 dopamine receptor-expressing medium spiny neurons (MSNs) of the nucleus accumbens (NAc) are fundamental to...

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Autores principales: Kronman, Hope, Richter, Felix, Labonté, Benoit, Chandra, Ramesh, Zhao, Shan, Hoffman, Gabriel, Lobo, Mary Kay, Schadt, Eric E., Nestler, Eric J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554355/
https://www.ncbi.nlm.nih.gov/pubmed/31171808
http://dx.doi.org/10.1038/s41598-019-44798-9
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author Kronman, Hope
Richter, Felix
Labonté, Benoit
Chandra, Ramesh
Zhao, Shan
Hoffman, Gabriel
Lobo, Mary Kay
Schadt, Eric E.
Nestler, Eric J.
author_facet Kronman, Hope
Richter, Felix
Labonté, Benoit
Chandra, Ramesh
Zhao, Shan
Hoffman, Gabriel
Lobo, Mary Kay
Schadt, Eric E.
Nestler, Eric J.
author_sort Kronman, Hope
collection PubMed
description Subcellular RNAseq promises to dissect transcriptional dynamics but is not well characterized. Furthermore, FACS may introduce bias but has not been benchmarked genome-wide. Finally, D1 and D2 dopamine receptor-expressing medium spiny neurons (MSNs) of the nucleus accumbens (NAc) are fundamental to neuropsychiatric traits but have only a short list of canonical surface markers. We address these gaps by systematically comparing nuclear-FACS, whole cell-FACS, and RiboTag affinity purification from D1- and D2-MSNs. Using differential expression, variance partitioning, and co-expression, we identify the following trade-offs for each method. RiboTag-seq best distinguishes D1- and D2-MSNs but has the lowest transcriptome coverage. Nuclear-FACS-seq generates the most differentially expressed genes and overlaps significantly with neuropsychiatric genetic risk loci, but un-annotated genes hamper interpretation. Whole cell-FACS is more similar to nuclear-FACS than RiboTag, but captures aspects of both. Using pan-method approaches, we discover that transcriptional regulation is predominant in D1-MSNs, while D2-MSNs tend towards cytosolic regulation. We are also the first to find evidence for moderate sexual dimorphism in these cell types at baseline. As these results are from 49 mice (n(male) = 39, n(female) = 10), they represent generalizable ground-truths. Together, these results guide RNAseq methods selection, define MSN transcriptomes, highlight neuronal sex differences, and provide a baseline for D1- and D2-MSNs.
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spelling pubmed-65543552019-06-14 Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons Kronman, Hope Richter, Felix Labonté, Benoit Chandra, Ramesh Zhao, Shan Hoffman, Gabriel Lobo, Mary Kay Schadt, Eric E. Nestler, Eric J. Sci Rep Article Subcellular RNAseq promises to dissect transcriptional dynamics but is not well characterized. Furthermore, FACS may introduce bias but has not been benchmarked genome-wide. Finally, D1 and D2 dopamine receptor-expressing medium spiny neurons (MSNs) of the nucleus accumbens (NAc) are fundamental to neuropsychiatric traits but have only a short list of canonical surface markers. We address these gaps by systematically comparing nuclear-FACS, whole cell-FACS, and RiboTag affinity purification from D1- and D2-MSNs. Using differential expression, variance partitioning, and co-expression, we identify the following trade-offs for each method. RiboTag-seq best distinguishes D1- and D2-MSNs but has the lowest transcriptome coverage. Nuclear-FACS-seq generates the most differentially expressed genes and overlaps significantly with neuropsychiatric genetic risk loci, but un-annotated genes hamper interpretation. Whole cell-FACS is more similar to nuclear-FACS than RiboTag, but captures aspects of both. Using pan-method approaches, we discover that transcriptional regulation is predominant in D1-MSNs, while D2-MSNs tend towards cytosolic regulation. We are also the first to find evidence for moderate sexual dimorphism in these cell types at baseline. As these results are from 49 mice (n(male) = 39, n(female) = 10), they represent generalizable ground-truths. Together, these results guide RNAseq methods selection, define MSN transcriptomes, highlight neuronal sex differences, and provide a baseline for D1- and D2-MSNs. Nature Publishing Group UK 2019-06-06 /pmc/articles/PMC6554355/ /pubmed/31171808 http://dx.doi.org/10.1038/s41598-019-44798-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kronman, Hope
Richter, Felix
Labonté, Benoit
Chandra, Ramesh
Zhao, Shan
Hoffman, Gabriel
Lobo, Mary Kay
Schadt, Eric E.
Nestler, Eric J.
Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title_full Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title_fullStr Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title_full_unstemmed Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title_short Biology and Bias in Cell Type-Specific RNAseq of Nucleus Accumbens Medium Spiny Neurons
title_sort biology and bias in cell type-specific rnaseq of nucleus accumbens medium spiny neurons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554355/
https://www.ncbi.nlm.nih.gov/pubmed/31171808
http://dx.doi.org/10.1038/s41598-019-44798-9
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