Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells (Q8940)

From MaRDI portal
Dataset published at Zenodo repository.
Language Label Description Also known as
default for all languages
No label defined
    English
    Phospho-seq: Integrated, multi-modal profiling of intracellular protein dynamics in single cells
    Dataset published at Zenodo repository.

      Statements

      0 references
      Datasets to go along with the publication listed:full_object.rds: Brain Organoid Phospho-Seq dataset with ATAC, Protein and imputed RNA datarna_object.rds: Reference whole cell scRNA-Seq object on Brain organoidsmultiome_object.rds: Bridge dataset containing RNA and ATAC modalities for Brain organoidsmetacell_allnorm.rds: Metacell object for finding gene-peak-protein linkages in Brain organoid datasetfullobject_fragments.tsv.gz: fragment file to go with the full objectfullobject_fragments.tsv.gz.tbi:index file for the full object fragment filemultiome_fragments.tsv.gz: fragment file to go with the multiomeobjectmultiome_fragments.tsv.gz.tbi:index file for the multiome object fragment fileK562_Stem.rds : object corresponding to the pilot experiment including K562 cells and iPS cellsK562_stem_fragments.tsv.gz: fragment file to go with the K562_stem objectK562_stem_fragments.tsv.gz.tbi: index file for the K562_stem object fragment fileretina.rds : object corresponding to the retinal organoid phospho-seq experimentretina_fragments.tsv.gz: fragment file to go with the retina objectretina_fragments.tsv.gz.tbi: index file for the retina object fragment fileretina_multi.rds : object corresponding to the retinal organoid phospho-seq-multiome experimentretina_multi_fragments.tsv.gz: fragment file to go with the retina_multi objectretina_multi_fragments.tsv.gz.tbi: index file for the retina_multi object fragment fileTo use the K562, multiome,retina and retina_multiome datasets provided, please use these lines of code to import the object into Signac/Seuratand change the fragmentfile path to the corresponding downloaded fragment file:obj - readRDS("obj.rds") # remove fragment file information Fragments(obj) - NULL # Update the path of the fragment file Fragments(obj) - CreateFragmentObject(path = "download/obj_fragments.tsv.gz", cells = Cells(obj))To use the K562 and multiomedatasets provided, please use these lines of code to import the object into Signac/Seuratand change the fragmentfile path to the corresponding downloaded fragment file:obj - readRDS("obj.rds") # remove fragment file information Fragments(obj) - NULL # Update the path of the fragment file Fragments(obj) - CreateFragmentObject(path = "download/obj_fragments.tsv.gz", cells = Cells(obj))To use the "fullobject" datasetprovided, please use these lines of code to import the object into Signac/Seuratand change the fragmentfile path to the corresponding downloaded fragment file:#load the stringr package library(stringr) #load the object obj - readRDS("obj.rds") # remove fragment file information Fragments(obj) - NULL #Remove unwanted residual information and rename cells obj@reductions$norm.adt.pca - NULL obj@reductions$norm.pca - NULL obj - RenameCells(obj, new.names = str_remove(Cells(obj), "atac_")) # Update the path of the fragment file Fragments(obj) - CreateFragmentObject(path = "download/obj_fragments.tsv.gz", cells = Cells(obj))
      0 references
      16 November 2023
      0 references
      0 references
      0 references
      0 references
      0 references
      0 references
      0 references
      0 references
      0 references

      Identifiers

      0 references