Literature DB >> 27339989

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

Blue B Lake1, Rizi Ai2, Gwendolyn E Kaeser3, Neeraj S Salathia4, Yun C Yung5, Rui Liu1, Andre Wildberg2, Derek Gao1, Ho-Lim Fung1, Song Chen1, Raakhee Vijayaraghavan4, Julian Wong5, Allison Chen5, Xiaoyan Sheng5, Fiona Kaper4, Richard Shen4, Mostafa Ronaghi4, Jian-Bing Fan6, Wei Wang7, Jerold Chun8, Kun Zhang9.   

Abstract

The human brain has enormously complex cellular diversity and connectivities fundamental to our neural functions, yet difficulties in interrogating individual neurons has impeded understanding of the underlying transcriptional landscape. We developed a scalable approach to sequence and quantify RNA molecules in isolated neuronal nuclei from a postmortem brain, generating 3227 sets of single-neuron data from six distinct regions of the cerebral cortex. Using an iterative clustering and classification approach, we identified 16 neuronal subtypes that were further annotated on the basis of known markers and cortical cytoarchitecture. These data demonstrate a robust and scalable method for identifying and categorizing single nuclear transcriptomes, revealing shared genes sufficient to distinguish previously unknown and orthologous neuronal subtypes as well as regional identity and transcriptomic heterogeneity within the human brain.
Copyright © 2016, American Association for the Advancement of Science.

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Year:  2016        PMID: 27339989      PMCID: PMC5038589          DOI: 10.1126/science.aaf1204

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


  37 in total

1.  Neuronal DNA content variation (DCV) with regional and individual differences in the human brain.

Authors:  Jurjen W Westra; Richard R Rivera; Diane M Bushman; Yun C Yung; Suzanne E Peterson; Serena Barral; Jerold Chun
Journal:  J Comp Neurol       Date:  2010-10-01       Impact factor: 3.215

2.  Unbiased classification of sensory neuron types by large-scale single-cell RNA sequencing.

Authors:  Dmitry Usoskin; Alessandro Furlan; Saiful Islam; Hind Abdo; Peter Lönnerberg; Daohua Lou; Jens Hjerling-Leffler; Jesper Haeggström; Olga Kharchenko; Peter V Kharchenko; Sten Linnarsson; Patrik Ernfors
Journal:  Nat Neurosci       Date:  2014-11-24       Impact factor: 24.884

3.  Large-scale cellular-resolution gene profiling in human neocortex reveals species-specific molecular signatures.

Authors:  Hongkui Zeng; Elaine H Shen; John G Hohmann; Seung Wook Oh; Amy Bernard; Joshua J Royall; Katie J Glattfelder; Susan M Sunkin; John A Morris; Angela L Guillozet-Bongaarts; Kimberly A Smith; Amanda J Ebbert; Beryl Swanson; Leonard Kuan; Damon T Page; Caroline C Overly; Ed S Lein; Michael J Hawrylycz; Patrick R Hof; Thomas M Hyde; Joel E Kleinman; Allan R Jones
Journal:  Cell       Date:  2012-04-13       Impact factor: 41.582

4.  Lhx6 directly regulates Arx and CXCR7 to determine cortical interneuron fate and laminar position.

Authors:  Daniel Vogt; Robert F Hunt; Shyamali Mandal; Magnus Sandberg; Shanni N Silberberg; Takashi Nagasawa; Zhengang Yang; Scott C Baraban; John L R Rubenstein
Journal:  Neuron       Date:  2014-04-16       Impact factor: 17.173

5.  Somatic mutation in single human neurons tracks developmental and transcriptional history.

Authors:  Michael A Lodato; Mollie B Woodworth; Semin Lee; Gilad D Evrony; Bhaven K Mehta; Amir Karger; Soohyun Lee; Thomas W Chittenden; Alissa M D'Gama; Xuyu Cai; Lovelace J Luquette; Eunjung Lee; Peter J Park; Christopher A Walsh
Journal:  Science       Date:  2015-10-02       Impact factor: 47.728

6.  Full-length mRNA-Seq from single-cell levels of RNA and individual circulating tumor cells.

Authors:  Daniel Ramsköld; Shujun Luo; Yu-Chieh Wang; Robin Li; Qiaolin Deng; Omid R Faridani; Gregory A Daniels; Irina Khrebtukova; Jeanne F Loring; Louise C Laurent; Gary P Schroth; Rickard Sandberg
Journal:  Nat Biotechnol       Date:  2012-08       Impact factor: 54.908

7.  Spatio-temporal transcriptome of the human brain.

Authors:  Hyo Jung Kang; Yuka Imamura Kawasawa; Feng Cheng; Ying Zhu; Xuming Xu; Mingfeng Li; André M M Sousa; Mihovil Pletikos; Kyle A Meyer; Goran Sedmak; Tobias Guennel; Yurae Shin; Matthew B Johnson; Zeljka Krsnik; Simone Mayer; Sofia Fertuzinhos; Sheila Umlauf; Steven N Lisgo; Alexander Vortmeyer; Daniel R Weinberger; Shrikant Mane; Thomas M Hyde; Anita Huttner; Mark Reimers; Joel E Kleinman; Nenad Sestan
Journal:  Nature       Date:  2011-10-26       Impact factor: 49.962

8.  Genomic mosaicism with increased amyloid precursor protein (APP) gene copy number in single neurons from sporadic Alzheimer's disease brains.

Authors:  Diane M Bushman; Gwendolyn E Kaeser; Benjamin Siddoway; Jurgen W Westra; Richard R Rivera; Stevens K Rehen; Yun C Yung; Jerold Chun
Journal:  Elife       Date:  2015-02-04       Impact factor: 8.140

9.  Characterizing transcriptional heterogeneity through pathway and gene set overdispersion analysis.

Authors:  Jean Fan; Neeraj Salathia; Rui Liu; Gwendolyn E Kaeser; Yun C Yung; Joseph L Herman; Fiona Kaper; Jian-Bing Fan; Kun Zhang; Jerold Chun; Peter V Kharchenko
Journal:  Nat Methods       Date:  2016-01-18       Impact factor: 28.547

10.  jvenn: an interactive Venn diagram viewer.

Authors:  Philippe Bardou; Jérôme Mariette; Frédéric Escudié; Christophe Djemiel; Christophe Klopp
Journal:  BMC Bioinformatics       Date:  2014-08-29       Impact factor: 3.169

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  326 in total

Review 1.  Advances in Transcriptomics: Investigating Cardiovascular Disease at Unprecedented Resolution.

Authors:  Robert C Wirka; Milos Pjanic; Thomas Quertermous
Journal:  Circ Res       Date:  2018-04-27       Impact factor: 17.367

Review 2.  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 3.  Single-cell analysis of diversity in human stem cell-derived neurons.

Authors:  Lise J Harbom; Nadine Michel; Michael J McConnell
Journal:  Cell Tissue Res       Date:  2017-11-29       Impact factor: 5.249

4.  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

5.  Spatiotemporal gene expression trajectories reveal developmental hierarchies of the human cortex.

Authors:  Tomasz J Nowakowski; Aparna Bhaduri; Alex A Pollen; Beatriz Alvarado; Mohammed A Mostajo-Radji; Elizabeth Di Lullo; Maximilian Haeussler; Carmen Sandoval-Espinosa; Siyuan John Liu; Dmitry Velmeshev; Johain Ryad Ounadjela; Joe Shuga; Xiaohui Wang; Daniel A Lim; Jay A West; Anne A Leyrat; W James Kent; Arnold R Kriegstein
Journal:  Science       Date:  2017-12-08       Impact factor: 47.728

6.  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

7.  Evolving insights into RNA modifications and their functional diversity in the brain.

Authors:  Sarah Nainar; Paul R Marshall; Christina R Tyler; Robert C Spitale; Timothy W Bredy
Journal:  Nat Neurosci       Date:  2016-09-27       Impact factor: 24.884

Review 8.  Tumour heterogeneity and metastasis at single-cell resolution.

Authors:  Devon A Lawson; Kai Kessenbrock; Ryan T Davis; Nicholas Pervolarakis; Zena Werb
Journal:  Nat Cell Biol       Date:  2018-11-26       Impact factor: 28.824

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.  Revolutionizing Cancer Immunology: The Power of Next-Generation Sequencing Technologies.

Authors:  Meromit Singer; Ana C Anderson
Journal:  Cancer Immunol Res       Date:  2019-02       Impact factor: 11.151

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