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Update scRNA-Seq information in the readme
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Anthony authored Mar 2, 2021
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Expand Up @@ -25,8 +25,15 @@ Prerequisites are listed in `enviro.yaml` file. They can be installed using `con

The single-cell RNA-Seq data is available at GEO SRA under project number [GSE146773](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE146773).

The cell cycle phase and FACS intensity data for these ~1,000 cells are contained in the [input folder](https://drive.google.com/file/d/1mdQbYcDPqiTOHeiYbv_4RtrxrmlhYMNl/view?usp=sharing) within the file `ProteinData/WellPlatePhasesLogNormIntensities.csv`:
* The column "Well_Plate" (e.g., A10_355) corresponds to the sample title within GEO SRA (e.g., "Single U2OS cell A10_355").
* The column "Stage" corresponds to the phase assigned by FACS gating.
* The "Green530" and "Red585" columns correspond to the log-intensities for the red (CDT1) and green (GMNN) FUCCI markers for the individual cells.

The `snakemake` workflow used to analyze the scRNA-Seq dataset, including RNA velocity calculations and louvain unsupervised clustering, can be found in this repository: https://github.com/CellProfiling/FucciSingleCellSeqPipeline.

The `loom` file containing the results of RNA velocity analysis, including spliced and unspliced counts, can be found in the [input folder](https://drive.google.com/file/d/1mdQbYcDPqiTOHeiYbv_4RtrxrmlhYMNl/view?usp=sharing) under `RNAData/a.loom`, and the observation names used for each cell that match the "Well_Plate" identifiers can be found in `RNAData/a.obs_names.csv`.

## Citation

Mahdessian, D.\*; Cesnik, A. J.\*; Gnann, C.; Danielsson, F.; Stenström, L.; Arif, M.; Zhang, C.; Le, T.; Johansson, F.; Shutten, R.; Bäckström, A.; Axelsson, U.; Thul, P.; Cho, N. H.; Carja, O.; Uhlén, M.; Mardinoglu, A.; Stadler, C.; Lindskog, C.; Ayoglu, B.; Leonetti, M. D.; Pontén, F.; Sullivan, D. P.; Lundberg, E. “Spatiotemporal dissection of the cell cycle with single cell proteogenomics.” Nature, 2021, 590, 649–654. \*Contributed equally. https://www.nature.com/articles/s41586-021-03232-9

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