| Name : R-scINSIGHT
| |
| Version : 0.1.4
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp155.7.5
| Date : 2024-09-12 10:59:33
|
| Group : Development/Libraries/Other
| Source RPM : R-scINSIGHT-0.1.4-lp155.7.5.src.rpm
|
| Size : 0.34 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Interpretation of Heterogeneous Single-Cell Gene Expression Data
|
Description :
We develop a novel matrix factorization tool named \'scINSIGHT\' to
jointly analyze multiple single-cell gene expression samples from
biologically heterogeneous sources, such as different disease phases,
treatment groups, or developmental stages. Given multiple gene
expression samples from different biological conditions, \'scINSIGHT\'
simultaneously identifies common and condition-specific gene modules
and quantify their expression levels in each sample in a
lower-dimensional space. With the factorized results, the inferred
expression levels and memberships of common gene modules can be used to
cluster cells and detect cell identities, and the condition-specific
gene modules can help compare functional differences in transcriptomes
from distinct conditions. Please also see Qian K, Fu SW, Li HW, Li WV
(2022) < doi:10.1186/s13059-022-02649-3>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
