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Title:
Design and computational analysis of single-cell RNA-sequencing experiments | Genome Biology
Description:
Single-cell RNA-sequencing (scRNA-seq) has emerged as a revolutionary tool that allows us to address scientific questions that eluded examination just a few years ago. With the advantages of scRNA-seq come computational challenges that are just beginning to be addressed. In this article, we highlight the computational methods available for the design and analysis of scRNA-seq experiments, their advantages and disadvantages in various settings, the open questions for which novel methods are needed, and expected future developments in this exciting area.
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pubmed, article, singlecell, google, scholar, cells, expression, data, cell, methods, rnaseq, central, cas, genes, analysis, sequencing, scrnaseq, bulk, normalization, reads, experiments, gene, rna, variation, nat, samples, quality, technical, genome, number, spikeins, computational, biological, differences, identify, design, studies, depth, developed, bioinformatics, approaches, single, biol, content, individual, million, zeros, variability, control, counts,
Topics {βοΈ}
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- Specifically, what proportion of low-quality reads is considered unusually high?
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WebPage:
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headline:Design and computational analysis of single-cell RNA-sequencing experiments
description:Single-cell RNA-sequencing (scRNA-seq) has emerged as a revolutionary tool that allows us to address scientific questions that eluded examination just a few years ago. With the advantages of scRNA-seq come computational challenges that are just beginning to be addressed. In this article, we highlight the computational methods available for the design and analysis of scRNA-seq experiments, their advantages and disadvantages in various settings, the open questions for which novel methods are needed, and expected future developments in this exciting area.
datePublished:2016-04-07T00:00:00Z
dateModified:2016-04-07T00:00:00Z
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Drosophila Genetic Reference Panel
Share Nearest Neighbor
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headline:Design and computational analysis of single-cell RNA-sequencing experiments
description:Single-cell RNA-sequencing (scRNA-seq) has emerged as a revolutionary tool that allows us to address scientific questions that eluded examination just a few years ago. With the advantages of scRNA-seq come computational challenges that are just beginning to be addressed. In this article, we highlight the computational methods available for the design and analysis of scRNA-seq experiments, their advantages and disadvantages in various settings, the open questions for which novel methods are needed, and expected future developments in this exciting area.
datePublished:2016-04-07T00:00:00Z
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Differentially Express
Sequencing Depth
Average Sequencing Depth
Drosophila Genetic Reference Panel
Share Nearest Neighbor
Animal Genetics and Genomics
Human Genetics
Plant Genetics and Genomics
Microbial Genetics and Genomics
Bioinformatics
Evolutionary Biology
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