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Integrative Single-cell Analysis of Transcriptional and Epigenetic States in the Human Adult Brain

Overview
Journal Nat Biotechnol
Specialty Biotechnology
Date 2017 Dec 12
PMID 29227469
Citations 474
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Abstract

Detailed characterization of the cell types in the human brain requires scalable experimental approaches to examine multiple aspects of the molecular state of individual cells, as well as computational integration of the data to produce unified cell-state annotations. Here we report improved high-throughput methods for single-nucleus droplet-based sequencing (snDrop-seq) and single-cell transposome hypersensitive site sequencing (scTHS-seq). We used each method to acquire nuclear transcriptomic and DNA accessibility maps for >60,000 single cells from human adult visual cortex, frontal cortex, and cerebellum. Integration of these data revealed regulatory elements and transcription factors that underlie cell-type distinctions, providing a basis for the study of complex processes in the brain, such as genetic programs that coordinate adult remyelination. We also mapped disease-associated risk variants to specific cellular populations, which provided insights into normal and pathogenic cellular processes in the human brain. This integrative multi-omics approach permits more detailed single-cell interrogation of complex organs and tissues.

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References
1.
Angerer P, Haghverdi L, Buttner M, Theis F, Marr C, Buettner F . destiny: diffusion maps for large-scale single-cell data in R. Bioinformatics. 2015; 32(8):1241-3. DOI: 10.1093/bioinformatics/btv715. View

2.
Mensch S, Baraban M, Almeida R, Czopka T, Ausborn J, El Manira A . Synaptic vesicle release regulates myelin sheath number of individual oligodendrocytes in vivo. Nat Neurosci. 2015; 18(5):628-30. PMC: 4427868. DOI: 10.1038/nn.3991. View

3.
Grindberg R, Yee-Greenbaum J, McConnell M, Novotny M, OShaughnessy A, Lambert G . RNA-sequencing from single nuclei. Proc Natl Acad Sci U S A. 2013; 110(49):19802-7. PMC: 3856806. DOI: 10.1073/pnas.1319700110. View

4.
Choi J, Gardell S, Herr D, Rivera R, Lee C, Noguchi K . FTY720 (fingolimod) efficacy in an animal model of multiple sclerosis requires astrocyte sphingosine 1-phosphate receptor 1 (S1P1) modulation. Proc Natl Acad Sci U S A. 2010; 108(2):751-6. PMC: 3021041. DOI: 10.1073/pnas.1014154108. View

5.
Finzsch M, Stolt C, Lommes P, Wegner M . Sox9 and Sox10 influence survival and migration of oligodendrocyte precursors in the spinal cord by regulating PDGF receptor alpha expression. Development. 2008; 135(4):637-46. DOI: 10.1242/dev.010454. View