CEL-Seq2: sensitive highly-multiplexed single-cell RNA-Seq.

Abstract:

:Single-cell transcriptomics requires a method that is sensitive, accurate, and reproducible. Here, we present CEL-Seq2, a modified version of our CEL-Seq method, with threefold higher sensitivity, lower costs, and less hands-on time. We implemented CEL-Seq2 on Fluidigm's C1 system, providing its first single-cell, on-chip barcoding method, and we detected gene expression changes accompanying the progression through the cell cycle in mouse fibroblast cells. We also compare with Smart-Seq to demonstrate CEL-Seq2's increased sensitivity relative to other available methods. Collectively, the improvements make CEL-Seq2 uniquely suited to single-cell RNA-Seq analysis in terms of economics, resolution, and ease of use.

journal_name

Genome Biol

journal_title

Genome biology

authors

Hashimshony T,Senderovich N,Avital G,Klochendler A,de Leeuw Y,Anavy L,Gennert D,Li S,Livak KJ,Rozenblatt-Rosen O,Dor Y,Regev A,Yanai I

doi

10.1186/s13059-016-0938-8

subject

Has Abstract

pub_date

2016-04-28 00:00:00

pages

77

eissn

1474-7596

issn

1474-760X

pii

10.1186/s13059-016-0938-8

journal_volume

17

pub_type

杂志文章
  • Comparative sequence analysis reveals an intricate network among REST, CREB and miRNA in mediating neuronal gene expression.

    abstract:BACKGROUND:Two distinct classes of regulators have been implicated in regulating neuronal gene expression and mediating neuronal identity: transcription factors such as REST/NRSF (RE1 silencing transcription factor) and CREB (cAMP response element-binding protein), and microRNAs (miRNAs). How these two classes of regul...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2006-7-9-r85

    authors: Wu J,Xie X

    更新日期:2006-01-01 00:00:00

  • Extensive transcriptomic and epigenomic remodelling occurs during Arabidopsis thaliana germination.

    abstract:BACKGROUND:Seed germination involves progression from complete metabolic dormancy to a highly active, growing seedling. Many factors regulate germination and these interact extensively, forming a complex network of inputs that control the seed-to-seedling transition. Our understanding of the direct regulation of gene e...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-017-1302-3

    authors: Narsai R,Gouil Q,Secco D,Srivastava A,Karpievitch YV,Liew LC,Lister R,Lewsey MG,Whelan J

    更新日期:2017-09-15 00:00:00

  • The WUS homeobox-containing (WOX) protein family.

    abstract::The WOX genes form a plant-specific subclade of the eukaryotic homeobox transcription factor superfamily, which is characterized by the presence of a conserved DNA-binding homeodomain. The analysis of WOX gene expression and function shows that WOX family members fulfill specialized functions in key developmental proc...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/gb-2009-10-12-248

    authors: van der Graaff E,Laux T,Rensing SA

    更新日期:2009-01-01 00:00:00

  • CRISPhieRmix: a hierarchical mixture model for CRISPR pooled screens.

    abstract::Pooled CRISPR screens allow researchers to interrogate genetic causes of complex phenotypes at the genome-wide scale and promise higher specificity and sensitivity compared to competing technologies. Unfortunately, two problems exist, particularly for CRISPRi/a screens: variability in guide efficiency and large rare o...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-018-1538-6

    authors: Daley TP,Lin Z,Lin X,Liu Y,Wong WH,Qi LS

    更新日期:2018-10-08 00:00:00

  • Response to "Variable directionality of gene expression changes across generations does not constitute negative evidence of epigenetic inheritance" Sharma, A. Environmental Epigenetics, 2015, 1-5.

    abstract::Abhay Sharma brings two arguments in favor of transgenerational epigenetic inheritance (TGEI) in mammals when criticizing our work. He uses probability calculations and finds that the probability of obtaining the number of common changes in the in utero-exposed prospermatogonia and the same cells in the next generatio...

    journal_title:Genome biology

    pub_type: 评论,信件

    doi:10.1186/s13059-016-0978-0

    authors: Szabó PE

    更新日期:2016-05-16 00:00:00

  • Host-associated microbiomes are predicted by immune system complexity and climate.

    abstract:BACKGROUND:Host-associated microbiomes, the microorganisms occurring inside and on host surfaces, influence evolutionary, immunological, and ecological processes. Interactions between host and microbiome affect metabolism and contribute to host adaptation to changing environments. Meta-analyses of host-associated bacte...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-019-1908-8

    authors: Woodhams DC,Bletz MC,Becker CG,Bender HA,Buitrago-Rosas D,Diebboll H,Huynh R,Kearns PJ,Kueneman J,Kurosawa E,LaBumbard BC,Lyons C,McNally K,Schliep K,Shankar N,Tokash-Peters AG,Vences M,Whetstone R

    更新日期:2020-02-03 00:00:00

  • Network security and data integrity in academia: an assessment and a proposal for large-scale archiving.

    abstract::A direct impediment to the optimal use of online databases is the increasing prevalence, severity, and toll of computer and network security incidents. Funding agencies should set up working groups that can provide essential services such as universal backup, archival storage, and mirroring of community resources, con...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2005-6-9-119

    authors: Smith A,Greenbaum D,Douglas SM,Long M,Gerstein M

    更新日期:2005-01-01 00:00:00

  • Full genome re-sequencing reveals a novel circadian clock mutation in Arabidopsis.

    abstract::Map based cloning in Arabidopsis thaliana can be a difficult and time-consuming process, specifically if the phenotype is subtle and scoring labour intensive. Here, we have re-sequenced the 120-Mb genome of a novel Arabidopsis clock mutant early bird (ebi-1) in Wassilewskija (Ws-2). We demonstrate the utility of seque...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2011-12-3-r28

    authors: Ashelford K,Eriksson ME,Allen CM,D'Amore R,Johansson M,Gould P,Kay S,Millar AJ,Hall N,Hall A

    更新日期:2011-01-01 00:00:00

  • Capture Hi-C identifies a novel causal gene, IL20RA, in the pan-autoimmune genetic susceptibility region 6q23.

    abstract:BACKGROUND:The identification of causal genes from genome-wide association studies (GWAS) is the next important step for the translation of genetic findings into biologically meaningful mechanisms of disease and potential therapeutic targets. Using novel chromatin interaction detection techniques and allele specific as...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-016-1078-x

    authors: McGovern A,Schoenfelder S,Martin P,Massey J,Duffus K,Plant D,Yarwood A,Pratt AG,Anderson AE,Isaacs JD,Diboll J,Thalayasingam N,Ospelt C,Barton A,Worthington J,Fraser P,Eyre S,Orozco G

    更新日期:2016-11-01 00:00:00

  • Statistical tests for differential expression in cDNA microarray experiments.

    abstract::Extracting biological information from microarray data requires appropriate statistical methods. The simplest statistical method for detecting differential expression is the t test, which can be used to compare two conditions when there is replication of samples. With more than two conditions, analysis of variance (AN...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/gb-2003-4-4-210

    authors: Cui X,Churchill GA

    更新日期:2003-01-01 00:00:00

  • NicE-seq: high resolution open chromatin profiling.

    abstract::Open chromatin profiling integrates information across diverse regulatory elements to reveal the transcriptionally active genome. Tn5 transposase and DNase I sequencing-based methods prefer native or high cell numbers. Here, we describe NicE-seq (nicking enzyme assisted sequencing) for high-resolution open chromatin p...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-017-1247-6

    authors: Ponnaluri VKC,Zhang G,Estève PO,Spracklin G,Sian S,Xu SY,Benoukraf T,Pradhan S

    更新日期:2017-06-28 00:00:00

  • MicroRNAs and their isomiRs function cooperatively to target common biological pathways.

    abstract:BACKGROUND:Variants of microRNAs (miRNAs), called isomiRs, are commonly reported in deep-sequencing studies; however, the functional significance of these variants remains controversial. Observational studies show that isomiR patterns are non-random, hinting that these molecules could be regulated and therefore functio...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2011-12-12-r126

    authors: Cloonan N,Wani S,Xu Q,Gu J,Lea K,Heater S,Barbacioru C,Steptoe AL,Martin HC,Nourbakhsh E,Krishnan K,Gardiner B,Wang X,Nones K,Steen JA,Matigian NA,Wood DL,Kassahn KS,Waddell N,Shepherd J,Lee C,Ichikawa J,McKer

    更新日期:2011-12-30 00:00:00

  • Chromatin accessibility reveals insights into androgen receptor activation and transcriptional specificity.

    abstract:BACKGROUND:Epigenetic mechanisms such as chromatin accessibility impact transcription factor binding to DNA and transcriptional specificity. The androgen receptor (AR), a master regulator of the male phenotype and prostate cancer pathogenesis, acts primarily through ligand-activated transcription of target genes. Altho...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2012-13-10-r88

    authors: Tewari AK,Yardimci GG,Shibata Y,Sheffield NC,Song L,Taylor BS,Georgiev SG,Coetzee GA,Ohler U,Furey TS,Crawford GE,Febbo PG

    更新日期:2012-10-03 00:00:00

  • Organizing knowledge to enable personalization of medicine in cancer.

    abstract::Interpretation of the clinical significance of genomic alterations remains the most severe bottleneck preventing the realization of personalized medicine in cancer. We propose a knowledge commons to facilitate collaborative contributions and open discussion of clinical decision-making based on genomic events in cancer...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-014-0438-7

    authors: Good BM,Ainscough BJ,McMichael JF,Su AI,Griffith OL

    更新日期:2014-08-27 00:00:00

  • Supervised harvesting of expression trees.

    abstract:BACKGROUND:We propose a new method for supervised learning from gene expression data. We call it 'tree harvesting'. This technique starts with a hierarchical clustering of genes, then models the outcome variable as a sum of the average expression profiles of chosen clusters and their products. It can be applied to many...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2001-2-1-research0003

    authors: Hastie T,Tibshirani R,Botstein D,Brown P

    更新日期:2001-01-01 00:00:00

  • Quantitative reconstruction of leukocyte subsets using DNA methylation.

    abstract:BACKGROUND:Cell lineage-specific DNA methylation patterns distinguish normal human leukocyte subsets and can be used to detect and quantify these subsets in peripheral blood. We have developed an approach that uses DNA methylation to simultaneously quantify multiple leukocyte subsets, enabling investigation of immune m...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2014-15-3-r50

    authors: Accomando WP,Wiencke JK,Houseman EA,Nelson HH,Kelsey KT

    更新日期:2014-03-05 00:00:00

  • Chromatin Central: towards the comparative proteome by accurate mapping of the yeast proteomic environment.

    abstract:BACKGROUND:Understanding the design logic of living systems requires the understanding and comparison of proteomes. Proteomes define the commonalities between organisms more precisely than genomic sequences. Because uncertainties remain regarding the accuracy of proteomic data, several issues need to be resolved before...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2008-9-11-r167

    authors: Shevchenko A,Roguev A,Schaft D,Buchanan L,Habermann B,Sakalar C,Thomas H,Krogan NJ,Shevchenko A,Stewart AF

    更新日期:2008-01-01 00:00:00

  • Surveying genome replication.

    abstract::Two recent studies have added microarrays to the toolkit used to analyze the origins of replication in yeast chromosomes, providing a fuller picture of how genomic DNA replication is organized. ...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/gb-2002-3-6-reviews1016

    authors: Kearsey S

    更新日期:2002-01-01 00:00:00

  • Single-cell sequencing reveals karyotype heterogeneity in murine and human malignancies.

    abstract:BACKGROUND:Chromosome instability leads to aneuploidy, a state in which cells have abnormal numbers of chromosomes, and is found in two out of three cancers. In a chromosomal instable p53 deficient mouse model with accelerated lymphomagenesis, we previously observed whole chromosome copy number changes affecting all ly...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-016-0971-7

    authors: Bakker B,Taudt A,Belderbos ME,Porubsky D,Spierings DC,de Jong TV,Halsema N,Kazemier HG,Hoekstra-Wakker K,Bradley A,de Bont ES,van den Berg A,Guryev V,Lansdorp PM,Colomé-Tatché M,Foijer F

    更新日期:2016-05-31 00:00:00

  • Serum-dependent transcriptional networks identify distinct functional roles for H-Ras and N-Ras during initial stages of the cell cycle.

    abstract:BACKGROUND:Using oligonucleotide microarrays, we compared transcriptional profiles corresponding to the initial cell cycle stages of mouse fibroblasts lacking the small GTPases H-Ras and/or N-Ras with those of matching, wild-type controls. RESULTS:Serum-starved wild-type and knockout ras fibroblasts had very similar t...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2009-10-11-r123

    authors: Castellano E,Guerrero C,Núñez A,De Las Rivas J,Santos E

    更新日期:2009-01-01 00:00:00

  • PIRCh-seq: functional classification of non-coding RNAs associated with distinct histone modifications.

    abstract::We develop PIRCh-seq, a method which enables a comprehensive survey of chromatin-associated RNAs in a histone modification-specific manner. We identify hundreds of chromatin-associated RNAs in several cell types with substantially less contamination by nascent transcripts. Non-coding RNAs are found enriched on chromat...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/s13059-019-1880-3

    authors: Fang J,Ma Q,Chu C,Huang B,Li L,Cai P,Batista PJ,Tolentino KEM,Xu J,Li R,Du P,Qu K,Chang HY

    更新日期:2019-12-20 00:00:00

  • Current status and applications of genome-scale metabolic models.

    abstract::Genome-scale metabolic models (GEMs) computationally describe gene-protein-reaction associations for entire metabolic genes in an organism, and can be simulated to predict metabolic fluxes for various systems-level metabolic studies. Since the first GEM for Haemophilus influenzae was reported in 1999, advances have be...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/s13059-019-1730-3

    authors: Gu C,Kim GB,Kim WJ,Kim HU,Lee SY

    更新日期:2019-06-13 00:00:00

  • Ancient DNA and the rewriting of human history: be sparing with Occam's razor.

    abstract::Ancient DNA research is revealing a human history far more complex than that inferred from parsimonious models based on modern DNA. Here, we review some of the key events in the peopling of the world in the light of the findings of work on ancient DNA. ...

    journal_title:Genome biology

    pub_type: 历史文章,杂志文章,评审

    doi:10.1186/s13059-015-0866-z

    authors: Haber M,Mezzavilla M,Xue Y,Tyler-Smith C

    更新日期:2016-01-11 00:00:00

  • DarkHorse: a method for genome-wide prediction of horizontal gene transfer.

    abstract::A new approach to rapid, genome-wide identification and ranking of horizontal transfer candidate proteins is presented. The method is quantitative, reproducible, and computationally undemanding. It can be combined with genomic signature and/or phylogenetic tree-building procedures to improve accuracy and efficiency. T...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2007-8-2-r16

    authors: Podell S,Gaasterland T

    更新日期:2007-01-01 00:00:00

  • To be or not to be a piRNA: genomic origin and processing of piRNAs.

    abstract::Piwi-interacting RNAs (piRNAs) originate from genomic regions dubbed piRNA clusters. How cluster transcripts are selected for processing into piRNAs is not understood. We discuss evidence for the involvement of chromatin structure and maternally inherited piRNAs in determining their fate. ...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/gb4154

    authors: Le Thomas A,Tóth KF,Aravin AA

    更新日期:2014-01-27 00:00:00

  • Mapping-by-sequencing accelerates forward genetics in barley.

    abstract::Mapping-by-sequencing has emerged as a powerful technique for genetic mapping in several plant and animal species. As this resequencing-based method requires a reference genome, its application to complex plant genomes with incomplete and fragmented sequence resources remains challenging. We perform exome sequencing o...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2014-15-6-r78

    authors: Mascher M,Jost M,Kuon JE,Himmelbach A,Aßfalg A,Beier S,Scholz U,Graner A,Stein N

    更新日期:2014-06-10 00:00:00

  • Inferring protein domain interactions from databases of interacting proteins.

    abstract::We describe domain pair exclusion analysis (DPEA), a method for inferring domain interactions from databases of interacting proteins. DPEA features a log odds score, Eij, reflecting confidence that domains i and j interact. We analyzed 177,233 potential domain interactions underlying 26,032 protein interactions. In to...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2005-6-10-r89

    authors: Riley R,Lee C,Sabatti C,Eisenberg D

    更新日期:2005-01-01 00:00:00

  • Why genomics is more than genomes.

    abstract::A report on the 2004 meeting on Molecular Genetics of Bacteria and Bacteriophages, Cold Spring Harbor, USA, 25-29 August 2004. ...

    journal_title:Genome biology

    pub_type:

    doi:10.1186/gb-2004-5-12-357

    authors: Lawrence JG

    更新日期:2004-01-01 00:00:00

  • A computational framework for boosting confidence in high-throughput protein-protein interaction datasets.

    abstract::Improving the quality and coverage of the protein interactome is of tantamount importance for biomedical research, particularly given the various sources of uncertainty in high-throughput techniques. We introduce a structure-based framework, Coev2Net, for computing a single confidence score that addresses both false-p...

    journal_title:Genome biology

    pub_type: 杂志文章

    doi:10.1186/gb-2012-13-8-r76

    authors: Hosur R,Peng J,Vinayagam A,Stelzl U,Xu J,Perrimon N,Bienkowska J,Berger B

    更新日期:2012-08-31 00:00:00

  • Chemical genomics in yeast.

    abstract::Many drugs have unknown, controversial or multiple mechanisms of action. Four recent 'chemical genomic' studies, using genome-scale collections of yeast gene deletions that were either arrayed or barcoded, have presented complementary approaches to identifying gene-drug and pathway-drug interactions. ...

    journal_title:Genome biology

    pub_type: 杂志文章,评审

    doi:10.1186/gb-2004-5-9-240

    authors: Brenner C

    更新日期:2004-01-01 00:00:00