Package: CITMIC 0.1.2

Junwei Han

CITMIC: Estimation of Cell Infiltration Based on Cell Crosstalk

A systematic biology tool was developed to identify cell infiltration via an Individualized Cell crosstalk network. 'CITMIC' first constructed a weighted cell crosstalk network by integrating Cell-target interaction information, biological process data from the Gene Ontology (GO) database, and gene transcriptomic data in a specific sample, and then, it used a network propagation algorithm on the network to identify cell infiltration for the sample. Ultimately, cell infiltration in the patient dataset was obtained by normalizing the centrality scores of the cells.

Authors:Junwei Han [aut, cre, cph], Xilong Zhao [aut]

CITMIC_0.1.2.tar.gz
CITMIC_0.1.2.tar.gz(r-4.5-noble)CITMIC_0.1.2.tar.gz(r-4.4-noble)
CITMIC_0.1.2.tgz(r-4.4-emscripten)CITMIC_0.1.2.tgz(r-4.3-emscripten)
CITMIC.pdf |CITMIC.html
CITMIC/json (API)

# Install 'CITMIC' in R:
install.packages('CITMIC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • CITMIC_Data - An environment variable that includes some example data

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.48 score 5 scripts 192 downloads 2 exports 12 dependencies

Last updated 14 days agofrom:50bba410d4. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 09 2024
R-4.5-linuxOKNov 09 2024

Exports:CITMICGetData_CITMIC

Dependencies:clicpp11fastmatchglueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs

CITMIC User Guide

Rendered fromCITMIC.Rmdusingknitr::rmarkdownon Nov 09 2024.

Last update: 2024-09-18
Started: 2024-06-15