Package: PANACEA
Title: Personalized Network-Based Anti-Cancer Therapy Evaluation
Version: 1.0.1
Authors@R: 
    person(given = "Ege",
           family = "Ulgen",
           role = c("aut", "cre", "cph"),
           email = "egeulgen@gmail.com",
           comment = c(ORCID = "0000-0003-2090-3621"))
Maintainer: Ege Ulgen <egeulgen@gmail.com>
Description: Identification of the most appropriate pharmacotherapy for each 
    patient based on genomic alterations is a major challenge in personalized 
    oncology. 'PANACEA' is a collection of personalized anti-cancer drug 
    prioritization approaches utilizing network methods. The methods utilize 
    personalized "driverness" scores from 'driveR' to rank drugs, mapping these
    onto a protein-protein interaction network. The "distance-based" method 
    scores each drug based on these scores and distances between drugs and genes
    to rank given drugs. The "RWR" method propagates these scores via a 
    random-walk with restart framework to rank the drugs. The methods are 
    described in detail in Ulgen E, Ozisik O, Sezerman OU. 2023. PANACEA: 
    network-based methods for pharmacotherapy prioritization in personalized 
    oncology. Bioinformatics <doi:10.1093/bioinformatics/btad022>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.2.3
URL: https://github.com/egeulgen/PANACEA,
        https://egeulgen.github.io/PANACEA/
BugReports: https://github.com/egeulgen/PANACEA/issues
biocViews:
Imports: org.Hs.eg.db, DBI, igraph, reshape2
Suggests: rmarkdown, knitr, testthat (>= 3.0.0), covr
Config/testthat/edition: 3
Depends: R (>= 4.0)
LazyData: true
LazyDataCompression: xz
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2023-08-19 12:57:02 UTC; egeulgen
Author: Ege Ulgen [aut, cre, cph] (<https://orcid.org/0000-0003-2090-3621>)
Repository: CRAN
Date/Publication: 2023-08-19 13:22:36 UTC
Built: R 4.4.3; x86_64-w64-mingw32; 2025-12-19 03:54:39 UTC; windows
Archs: x64
