메뉴 건너뛰기




Volumn 19, Issue 1, 2018, Pages

dropEst: Pipeline for accurate estimation of molecular counts in droplet-based single-cell RNA-seq experiments

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ANIMAL CELL; ARTICLE; BONE MARROW DERIVED MONONUCLEAR CELL; CELL SIZE; CELLULAR BARCODE; CELLULAR DISTRIBUTION; CELLULAR PARAMETERS; CONTROLLED STUDY; HUMAN; HUMAN CELL; MALE; MEASUREMENT ACCURACY; MICROFLUIDICS; MOLECULAR LIBRARY; MOUSE; NONHUMAN; PERIPHERAL BLOOD MONONUCLEAR CELL; POLYMERASE CHAIN REACTION; RNA SEQUENCE; SCORING SYSTEM; SINGLE CELL RNA SEQUENCE; ANIMAL; C57BL MOUSE; DNA BARCODING; GENE EXPRESSION PROFILING; GENETICS; HIGH THROUGHPUT SEQUENCING; K-562 CELL LINE; PROCEDURES; SEQUENCE ANALYSIS; SINGLE CELL ANALYSIS; SOFTWARE; TUMOR CELL LINE;

EID: 85048936988     PISSN: 14747596     EISSN: 1474760X     Source Type: Journal    
DOI: 10.1186/s13059-018-1449-6     Document Type: Article
Times cited : (120)

References (33)
  • 1
    • 84929684998 scopus 로고    scopus 로고
    • Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells
    • Klein AM, et al. Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells. Cell. 2015;161(5):1187-201.
    • (2015) Cell , vol.161 , Issue.5 , pp. 1187-1201
    • Klein, A.M.1
  • 2
    • 84929684999 scopus 로고    scopus 로고
    • Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets
    • Macosko EZ, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets. Cell. 2015;161(5):1202-14.
    • (2015) Cell , vol.161 , Issue.5 , pp. 1202-1214
    • Macosko, E.Z.1
  • 3
    • 79959327151 scopus 로고    scopus 로고
    • Counting individual DNA molecules by the stochastic attachment of diverse labels
    • Fu GK, et al. Counting individual DNA molecules by the stochastic attachment of diverse labels. Proc Natl Acad Sci U S A. 2011;108(22):9026-31.
    • (2011) Proc Natl Acad Sci U S A , vol.108 , Issue.22 , pp. 9026-9031
    • Fu, G.K.1
  • 4
    • 84895069488 scopus 로고    scopus 로고
    • Quantitative single-cell RNA-seq with unique molecular identifiers
    • Islam S, et al. Quantitative single-cell RNA-seq with unique molecular identifiers. Nat Methods. 2014;11(2):163-6.
    • (2014) Nat Methods , vol.11 , Issue.2 , pp. 163-166
    • Islam, S.1
  • 5
    • 84939162152 scopus 로고    scopus 로고
    • Scalable microfluidics for single-cell RNA printing and sequencing
    • Bose S, et al. Scalable microfluidics for single-cell RNA printing and sequencing. Genome Biol. 2015;16:120.
    • (2015) Genome Biol , vol.16 , pp. 120
    • Bose, S.1
  • 6
    • 85016502865 scopus 로고    scopus 로고
    • UMI-tools: modeling sequencing errors in Unique Molecular Identifiers to improve quantification accuracy
    • Smith TA, et al. UMI-tools: modeling sequencing errors in Unique Molecular Identifiers to improve quantification accuracy. Genome Res. 2017;27(3):491-9.
    • (2017) Genome Res , vol.27 , Issue.3 , pp. 491-499
    • Smith, T.A.1
  • 7
    • 85009446777 scopus 로고    scopus 로고
    • Massively parallel digital transcriptional profiling of single cells
    • Zheng GX, et al. Massively parallel digital transcriptional profiling of single cells. Nat Commun. 2017;8:14049.
    • (2017) Nat Commun , vol.8 , pp. 14049
    • Zheng, G.X.1
  • 8
    • 85048936801 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng, G.X., et al. AML035 Post-transplant BMMCs. 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/aml035_post_transplant. [cited 2018 11 March].
    • (2016) AML035 Post-transplant BMMCs
    • Zheng, G.X.1
  • 9
    • 84958058589 scopus 로고    scopus 로고
    • Classification of low quality cells from single-cell RNA-seq data
    • Ilicic T, et al. Classification of low quality cells from single-cell RNA-seq data. Genome Biol. 2016;17:29.
    • (2016) Genome Biol , vol.17 , pp. 29
    • Ilicic, T.1
  • 11
    • 85048939854 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng GX, et al. 33k PBMCs from a healthy donor. 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/pbmc33k. [cited 2018 11 March].
    • (2016) 33k PBMCs from a healthy donor
    • Zheng, G.X.1
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L. Random forests. Mach Learn. 2001;45(1):5-32.
    • (2001) Mach Learn , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 14
    • 58349104814 scopus 로고    scopus 로고
    • Outlier robust gaussian process classification
    • In: da Vitoria Lobo N, et al., editors SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Berlin, Heidelberg: Springer Berlin Heidelberg;
    • Kim H-C, Ghahramani Z. Outlier robust gaussian process classification. In: da Vitoria Lobo N, et al., editors. Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Berlin, Heidelberg: Springer Berlin Heidelberg; 2008. p. 896-905.
    • (2008) Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop , pp. 896-905
    • Kim, H.-C.1    Ghahramani, Z.2
  • 15
    • 84994641696 scopus 로고    scopus 로고
    • A single-cell transcriptomic map of the human and mouse pancreas reveals inter- and intra-cell population structure
    • Baron M, et al. A single-cell transcriptomic map of the human and mouse pancreas reveals inter- and intra-cell population structure. Cell Syst. 2016;3(4):346-60. e4.
    • (2016) Cell Syst , vol.3 , Issue.4 , pp. 346-360
    • Baron, M.1
  • 16
    • 84871809302 scopus 로고    scopus 로고
    • STAR: ultrafast universal RNA-seq aligner
    • Dobin A, et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics. 2013;29(1):15-21.
    • (2013) Bioinformatics , vol.29 , Issue.1 , pp. 15-21
    • Dobin, A.1
  • 17
    • 84876996918 scopus 로고    scopus 로고
    • TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions
    • Kim D, et al. TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions. Genome Biol. 2013;14(4):R36.
    • (2013) Genome Biol , vol.14 , Issue.4 , pp. R36
    • Kim, D.1
  • 18
    • 79958151996 scopus 로고    scopus 로고
    • BamTools: a C++ API and toolkit for analyzing and managing BAM files
    • Barnett DW, et al. BamTools: a C++ API and toolkit for analyzing and managing BAM files. Bioinformatics. 2011;27(12):1691-2.
    • (2011) Bioinformatics , vol.27 , Issue.12 , pp. 1691-1692
    • Barnett, D.W.1
  • 19
    • 0034069495 scopus 로고    scopus 로고
    • Gene ontology: tool for the unification of biology. The Gene Ontology Consortium
    • Ashburner M, et al. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet. 2000;25(1):25-9.
    • (2000) Nat Genet , vol.25 , Issue.1 , pp. 25-29
    • Ashburner, M.1
  • 20
    • 84946735654 scopus 로고    scopus 로고
    • Gene Ontology Consortium: going forward
    • Database issue
    • Gene Ontology C. Gene Ontology Consortium: going forward. Nucleic Acids Res. 2015;43(Database issue):D1049-56.
    • (2015) Nucleic Acids Res , vol.43 , pp. D1049-D1056
    • Gene Ontology, C.1
  • 22
    • 79952576786 scopus 로고    scopus 로고
    • Asymptotics for general multivariate kernel density derivative estimators
    • Chacon JE, Duong T, Wand MP. Asymptotics for general multivariate kernel density derivative estimators. Stat Sin. 2011;21(2):807-40.
    • (2011) Stat Sin , vol.21 , Issue.2 , pp. 807-840
    • Chacon, J.E.1    Duong, T.2    Wand, M.P.3
  • 23
    • 84912106045 scopus 로고    scopus 로고
    • [cited 2017 30 July].
    • Duong, T. Package 'ks'. 2014. Available from: http://cran.r-project.org/web/packages/ks/ks.pdf. [cited 2017 30 July].
    • (2014) Package 'ks'
    • Duong, T.1
  • 24
    • 84878601316 scopus 로고    scopus 로고
    • Robust sparse principal component analysis
    • Croux C, Filzmoser P, Fritz H. Robust sparse principal component analysis. Technometrics. 2013;55(2):202-14.
    • (2013) Technometrics , vol.55 , Issue.2 , pp. 202-214
    • Croux, C.1    Filzmoser, P.2    Fritz, H.3
  • 25
    • 84929151009 scopus 로고    scopus 로고
    • Spatial reconstruction of single-cell gene expression data
    • Satija R, et al. Spatial reconstruction of single-cell gene expression data. Nat Biotechnol. 2015;33(5):495-502.
    • (2015) Nat Biotechnol , vol.33 , Issue.5 , pp. 495-502
    • Satija, R.1
  • 26
    • 85010710363 scopus 로고    scopus 로고
    • Single-cell barcoding and sequencing using droplet microfluidics
    • Zilionis R, et al. Single-cell barcoding and sequencing using droplet microfluidics. Nat Protoc. 2017;12(1):44-73.
    • (2017) Nat Protoc , vol.12 , Issue.1 , pp. 44-73
    • Zilionis, R.1
  • 27
    • 85048929273 scopus 로고    scopus 로고
    • [cited 2018 11 March]
    • Zheng, G.X., et al. Frozen PBMCs (donor A). 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/frozen_pbmc_donor_a. [cited 2018 11 March]
    • (2016) Frozen PBMCs (donor A)
    • Zheng, G.X.1
  • 28
    • 85048936801 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng GX, et al. AML035 pre-transplant BMMCs. 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/aml035_post_transplant. [cited 2018 11 March].
    • (2016) AML035 pre-transplant BMMCs
    • Zheng, G.X.1
  • 29
    • 85048935450 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng GX, et al. Frozen BMMCs (healthy control 1). 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/frozen_bmmc_healthy_donor1. [cited 2018 11 March].
    • (2016) Frozen BMMCs (healthy control 1)
    • Zheng, G.X.1
  • 30
    • 85048938554 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng, G.X., et al. CD34+. 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/cd34. [cited 2018 11 March].
    • (2016) CD34+
    • Zheng, G.X.1
  • 31
    • 85048933801 scopus 로고    scopus 로고
    • [cited 2018 11 March].
    • Zheng GX, et al. 8k PBMCs from a healthy donor. 2016. Available from: https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.3.0/pbmc8k. [cited 2018 11 March].
    • (2016) 8k PBMCs from a healthy donor
    • Zheng, G.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.