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| Status |
Public on Dec 10, 2019 |
| Title |
Benchmarking Single-Cell RNA Sequencing Protocols for Cell Atlas Projects (CEL-Seq2) |
| Organisms |
Homo sapiens; Canis lupus familiaris; Mus musculus |
| Experiment type |
Expression profiling by high throughput sequencing
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| Summary |
Single-cell RNA sequencing (scRNA-seq) is the leading technique for charting the molecular properties of individual cells. The latest methods are scalable to thousands of cells, enabling in- depth characterization of sample composition without prior knowledge. However, there are important differences between scRNA-seq techniques, and it remains unclear which are the most suitable protocols for drawing cell atlases of tissues, organs and organisms. We have generated benchmark datasets to systematically evaluate techniques in terms of their power to comprehensively describe cell types and states. We performed a multi-center study comparing 13 commonly used single-cell and single-nucleus RNA-seq protocols using a highly heterogeneous reference sample resource. Comparative and integrative analysis at cell type and state level revealed marked differences in protocol performance, highlighting a series of key features for cell atlas projects. These should be considered when defining guidelines and standards for international consortia, such as the Human Cell Atlas project.
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| Overall design |
The samples consists of two complex tissues (human PBMC and mouse colon) and three cell lines (HEK293-RFP, NIH3T3-GFP, MDCK-Turbo650). The primary PBMC and the colon sample constitute 90% and the cell lines 10%. The sample preparation aims to be standardized for all methods to allow a comparison of library preparation performance (6% HEK293T-RFP, 3% NIH3T3-GFP, 1% MDCK-Turbo650) of the sample content.
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| Contributor(s) |
Heyn H, Lafzi A, Mereu E |
| Citation(s) |
32051003, 32518403 |
| Submission date |
Jun 29, 2019 |
| Last update date |
Jul 29, 2020 |
| Contact name |
Atefeh Lafzi |
| E-mail(s) |
lafzi.a@gmail.com
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| Organization name |
Center for Genomic Regulation
|
| Department |
CNAG
|
| Lab |
Single cell genomics
|
| Street address |
Baldiri Reixac 4
|
| City |
Barcelona |
| ZIP/Postal code |
08028 |
| Country |
Spain |
| |
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| Platforms (1) |
| GPL26864 |
Illumina HiSeq 3000 (Canis lupus familiaris; Homo sapiens; Mus musculus) |
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| Samples (15)
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| This SubSeries is part of SuperSeries: |
| GSE133549 |
Benchmarking Single-Cell RNA Sequencing Protocols for Cell Atlas Projects |
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| Relations |
| BioProject |
PRJNA551749 |
| SRA |
SRP212641 |
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