iPRISM

Intelligent Predicting Response to Cancer Immunotherapy Through Systematic Modeling

v0.1.1 · Jul 14, 2024 · GPL (>= 2)

Description

Immunotherapy has revolutionized cancer treatment, but predicting patient response remains challenging. Here, we presented Intelligent Predicting Response to cancer Immunotherapy through Systematic Modeling (iPRISM), a novel network-based model that integrates multiple data types to predict immunotherapy outcomes. It incorporates gene expression, biological functional network, tumor microenvironment characteristics, immune-related pathways, and clinical data to provide a comprehensive view of factors influencing immunotherapy efficacy. By identifying key genetic and immunological factors, it provides an insight for more personalized treatment strategies and combination therapies to overcome resistance mechanisms.

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	150.2s
r-devel-linux-x86_64-debian-gcc	OK	105.4s
r-devel-linux-x86_64-fedora-clang	OK	234.5s
r-devel-linux-x86_64-fedora-gcc	OK	241.8s
r-devel-windows-x86_64	OK	156s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	117s
r-oldrel-windows-x86_64	OK	196s
r-patched-linux-x86_64	OK	134.2s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	39s
r-release-macos-x86_64	OK	162s
r-release-windows-x86_64	OK	152s

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OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026

ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘Hmisc’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

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Version History

1 tracked

new 0.1.1 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Jul 14, 2024. Releases before tracking aren’t shown.