Literature DB >> 28798132

Single-cell methylomes identify neuronal subtypes and regulatory elements in mammalian cortex.

Chongyuan Luo1,2, Christopher L Keown3, Laurie Kurihara4, Jingtian Zhou1,5, Yupeng He1,5, Junhao Li3, Rosa Castanon1, Jacinta Lucero6, Joseph R Nery1, Justin P Sandoval1, Brian Bui6, Terrence J Sejnowski2,6,7, Timothy T Harkins4, Eran A Mukamel8, M Margarita Behrens9, Joseph R Ecker10,2.   

Abstract

The mammalian brain contains diverse neuronal types, yet we lack single-cell epigenomic assays that are able to identify and characterize them. DNA methylation is a stable epigenetic mark that distinguishes cell types and marks regulatory elements. We generated >6000 methylomes from single neuronal nuclei and used them to identify 16 mouse and 21 human neuronal subpopulations in the frontal cortex. CG and non-CG methylation exhibited cell type-specific distributions, and we identified regulatory elements with differential methylation across neuron types. Methylation signatures identified a layer 6 excitatory neuron subtype and a unique human parvalbumin-expressing inhibitory neuron subtype. We observed stronger cross-species conservation of regulatory elements in inhibitory neurons than in excitatory neurons. Single-nucleus methylomes expand the atlas of brain cell types and identify regulatory elements that drive conserved brain cell diversity.
Copyright © 2017 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.

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Year:  2017        PMID: 28798132      PMCID: PMC5570439          DOI: 10.1126/science.aan3351

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  36 in total

1.  Genome-wide atlas of gene expression in the adult mouse brain.

Authors:  Ed S Lein; Michael J Hawrylycz; Nancy Ao; Mikael Ayres; Amy Bensinger; Amy Bernard; Andrew F Boe; Mark S Boguski; Kevin S Brockway; Emi J Byrnes; Lin Chen; Li Chen; Tsuey-Ming Chen; Mei Chi Chin; Jimmy Chong; Brian E Crook; Aneta Czaplinska; Chinh N Dang; Suvro Datta; Nick R Dee; Aimee L Desaki; Tsega Desta; Ellen Diep; Tim A Dolbeare; Matthew J Donelan; Hong-Wei Dong; Jennifer G Dougherty; Ben J Duncan; Amanda J Ebbert; Gregor Eichele; Lili K Estin; Casey Faber; Benjamin A Facer; Rick Fields; Shanna R Fischer; Tim P Fliss; Cliff Frensley; Sabrina N Gates; Katie J Glattfelder; Kevin R Halverson; Matthew R Hart; John G Hohmann; Maureen P Howell; Darren P Jeung; Rebecca A Johnson; Patrick T Karr; Reena Kawal; Jolene M Kidney; Rachel H Knapik; Chihchau L Kuan; James H Lake; Annabel R Laramee; Kirk D Larsen; Christopher Lau; Tracy A Lemon; Agnes J Liang; Ying Liu; Lon T Luong; Jesse Michaels; Judith J Morgan; Rebecca J Morgan; Marty T Mortrud; Nerick F Mosqueda; Lydia L Ng; Randy Ng; Geralyn J Orta; Caroline C Overly; Tu H Pak; Sheana E Parry; Sayan D Pathak; Owen C Pearson; Ralph B Puchalski; Zackery L Riley; Hannah R Rockett; Stephen A Rowland; Joshua J Royall; Marcos J Ruiz; Nadia R Sarno; Katherine Schaffnit; Nadiya V Shapovalova; Taz Sivisay; Clifford R Slaughterbeck; Simon C Smith; Kimberly A Smith; Bryan I Smith; Andy J Sodt; Nick N Stewart; Kenda-Ruth Stumpf; Susan M Sunkin; Madhavi Sutram; Angelene Tam; Carey D Teemer; Christina Thaller; Carol L Thompson; Lee R Varnam; Axel Visel; Ray M Whitlock; Paul E Wohnoutka; Crissa K Wolkey; Victoria Y Wong; Matthew Wood; Murat B Yaylaoglu; Rob C Young; Brian L Youngstrom; Xu Feng Yuan; Bin Zhang; Theresa A Zwingman; Allan R Jones
Journal:  Nature       Date:  2006-12-06       Impact factor: 49.962

Review 2.  Neuronal subtype specification in the cerebral cortex.

Authors:  Bradley J Molyneaux; Paola Arlotta; Joao R L Menezes; Jeffrey D Macklis
Journal:  Nat Rev Neurosci       Date:  2007-06       Impact factor: 34.870

3.  A statistical framework for SNP calling, mutation discovery, association mapping and population genetical parameter estimation from sequencing data.

Authors:  Heng Li
Journal:  Bioinformatics       Date:  2011-09-08       Impact factor: 6.937

4.  Neuronal subtypes and diversity revealed by single-nucleus RNA sequencing of the human brain.

Authors:  Blue B Lake; Rizi Ai; Gwendolyn E Kaeser; Neeraj S Salathia; Yun C Yung; Rui Liu; Andre Wildberg; Derek Gao; Ho-Lim Fung; Song Chen; Raakhee Vijayaraghavan; Julian Wong; Allison Chen; Xiaoyan Sheng; Fiona Kaper; Richard Shen; Mostafa Ronaghi; Jian-Bing Fan; Wei Wang; Jerold Chun; Kun Zhang
Journal:  Science       Date:  2016-06-24       Impact factor: 47.728

5.  Cerebral Organoids Recapitulate Epigenomic Signatures of the Human Fetal Brain.

Authors:  Chongyuan Luo; Madeline A Lancaster; Rosa Castanon; Joseph R Nery; Juergen A Knoblich; Joseph R Ecker
Journal:  Cell Rep       Date:  2016-12-20       Impact factor: 9.423

6.  RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome.

Authors:  Bo Li; Colin N Dewey
Journal:  BMC Bioinformatics       Date:  2011-08-04       Impact factor: 3.307

7.  Improved regulatory element prediction based on tissue-specific local epigenomic signatures.

Authors:  Yupeng He; David U Gorkin; Diane E Dickel; Joseph R Nery; Rosa G Castanon; Ah Young Lee; Yin Shen; Axel Visel; Len A Pennacchio; Bing Ren; Joseph R Ecker
Journal:  Proc Natl Acad Sci U S A       Date:  2017-02-13       Impact factor: 11.205

8.  Epigenomic Signatures of Neuronal Diversity in the Mammalian Brain.

Authors:  Alisa Mo; Eran A Mukamel; Fred P Davis; Chongyuan Luo; Gilbert L Henry; Serge Picard; Mark A Urich; Joseph R Nery; Terrence J Sejnowski; Ryan Lister; Sean R Eddy; Joseph R Ecker; Jeremy Nathans
Journal:  Neuron       Date:  2015-06-17       Impact factor: 17.173

9.  Contribution of NMDA receptor hypofunction in prefrontal and cortical excitatory neurons to schizophrenia-like phenotypes.

Authors:  Gregory R Rompala; Veronika Zsiros; Shuqin Zhang; Stefan M Kolata; Kazu Nakazawa
Journal:  PLoS One       Date:  2013-04-16       Impact factor: 3.240

10.  TFClass: an expandable hierarchical classification of human transcription factors.

Authors:  Edgar Wingender; Torsten Schoeps; Jürgen Dönitz
Journal:  Nucleic Acids Res       Date:  2012-11-24       Impact factor: 16.971

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  158 in total

Review 1.  Epigenetic Regulation in Neurodegenerative Diseases.

Authors:  Amit Berson; Raffaella Nativio; Shelley L Berger; Nancy M Bonini
Journal:  Trends Neurosci       Date:  2018-06-07       Impact factor: 13.837

Review 2.  Perspectives on defining cell types in the brain.

Authors:  Eran A Mukamel; John Ngai
Journal:  Curr Opin Neurobiol       Date:  2018-12-06       Impact factor: 6.627

3.  Single-Cell Multi-omic Integration Compares and Contrasts Features of Brain Cell Identity.

Authors:  Joshua D Welch; Velina Kozareva; Ashley Ferreira; Charles Vanderburg; Carly Martin; Evan Z Macosko
Journal:  Cell       Date:  2019-06-06       Impact factor: 41.582

Review 4.  Mapping chromatin modifications at the single cell level.

Authors:  Connor H Ludwig; Lacramioara Bintu
Journal:  Development       Date:  2019-06-27       Impact factor: 6.868

Review 5.  Promoter DNA hypermethylation - Implications for Alzheimer's disease.

Authors:  Yiyuan Liu; Minghui Wang; Edoardo M Marcora; Bin Zhang; Alison M Goate
Journal:  Neurosci Lett       Date:  2019-07-24       Impact factor: 3.046

Review 6.  Disentangling chromatin architecture to gain insights into the etiology of brain disorders.

Authors:  Janine M Lamonica; Zhaolan Zhou
Journal:  Curr Opin Genet Dev       Date:  2019-07-16       Impact factor: 5.578

7.  Neuronal brain-region-specific DNA methylation and chromatin accessibility are associated with neuropsychiatric trait heritability.

Authors:  Lindsay F Rizzardi; Peter F Hickey; Varenka Rodriguez DiBlasi; Rakel Tryggvadóttir; Colin M Callahan; Adrian Idrizi; Kasper D Hansen; Andrew P Feinberg
Journal:  Nat Neurosci       Date:  2019-01-14       Impact factor: 24.884

8.  Developmental changes and sex differences in DNA methylation and demethylation in hypothalamic regions of the mouse brain.

Authors:  Carla D Cisternas; Laura R Cortes; Emily C Bruggeman; Bing Yao; Nancy G Forger
Journal:  Epigenetics       Date:  2019-08-03       Impact factor: 4.528

9.  A Single-Cell Atlas of In Vivo Mammalian Chromatin Accessibility.

Authors:  Darren A Cusanovich; Andrew J Hill; Delasa Aghamirzaie; Riza M Daza; Hannah A Pliner; Joel B Berletch; Galina N Filippova; Xingfan Huang; Lena Christiansen; William S DeWitt; Choli Lee; Samuel G Regalado; David F Read; Frank J Steemers; Christine M Disteche; Cole Trapnell; Jay Shendure
Journal:  Cell       Date:  2018-08-02       Impact factor: 41.582

Review 10.  Activity-Regulated Transcription: Bridging the Gap between Neural Activity and Behavior.

Authors:  Ee-Lynn Yap; Michael E Greenberg
Journal:  Neuron       Date:  2018-10-24       Impact factor: 17.173

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