Package: CITMIC 0.1.1

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_0.1.1.tar.gz
CITMIC_0.1.1.zip(r-4.5)CITMIC_0.1.1.zip(r-4.4)CITMIC_0.1.1.zip(r-4.3)
CITMIC_0.1.1.tgz(r-4.5-any)CITMIC_0.1.1.tgz(r-4.4-any)CITMIC_0.1.1.tgz(r-4.3-any)
CITMIC_0.1.1.tar.gz(r-4.5-noble)CITMIC_0.1.1.tar.gz(r-4.4-noble)
CITMIC_0.1.1.tgz(r-4.4-emscripten)CITMIC_0.1.1.tgz(r-4.3-emscripten)
CITMIC.pdf |CITMIC.html
CITMIC/json (API)

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

Bug tracker:https://github.com/hanjunwei-lab/citmic/issues

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

On CRAN:

4.48 score 1 stars 5 scripts 642 downloads 2 exports 12 dependencies

Last updated 5 months agofrom:fc6ea713d9. Checks:1 OK, 7 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 26 2025
R-4.5-winNOTEJan 26 2025
R-4.5-macNOTEJan 26 2025
R-4.5-linuxNOTEJan 26 2025
R-4.4-winNOTEJan 26 2025
R-4.4-macNOTEJan 26 2025
R-4.3-winNOTEJan 26 2025
R-4.3-macNOTEJan 26 2025

Exports:CITMICGetData_CITMIC

Dependencies:clicpp11fastmatchglueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs

CITMIC User Guide

Rendered fromCITMIC.Rmdusingknitr::rmarkdownon Jan 26 2025.

Last update: 2024-09-25
Started: 2024-07-29