pathwayTMB
0.1.3Pathway Based Tumor Mutational Burden
Overview
A systematic bioinformatics tool to develop a new pathway-based gene panel for tumor mutational burden (TMB) assessment (pathway-based tumor mutational burden, PTMB), using somatic mutations files in an efficient manner from either The Cancer Genome Atlas sources or any in-house studies as long as the data is in mutation annotation file (MAF) format. Besides, we develop a multiple machine learning method using the sample's PTMB profiles to identify cancer-specific dysfunction pathways, which can be a biomarker of prognostic and predictive for cancer immunotherapy.
Install
Health
CRAN check results are not tracked yet.
Documentation
- Examples that run
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- References docs
- 0%
Downloads
Dependencies
Nothing depends on this yet.
Code & Tests
- Cyclomatic complexity
- 5.0 median / 23 max
Test coverage
Line coverage
–
Expression
–
Tests / Examples
–
Functions
7 7 exported
Complexity
7.1 avg / 23 max
Call network
7 nodes / 0 edges
Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.
Call graph
Open call graph →Lowest coverage
Per-function coverage is not measured for this package yet.
Datasets
| Name | Class | Rows × Cols | Also ships in |
|---|---|---|---|
| PTMB_matrix | data.frame | 27 × 35 | – |
| final_character | vector | – | – |
| sur | data.frame | 110 × 2 | – |
People & History
4 releases. Pick two to compare their code metrics. R releases are shown for context.
- RR 4.6.0 released · 2026-04-24
- archivedRemoved from CRAN2025-09-20errors were not corrected in time
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 0.1.32022-08-09 · diff ↗
- 0.1.22022-05-18 · diff ↗
- unarchivedReturned to CRAN2022-05-18
- archivedRemoved from CRAN2022-05-07calls defunct 'default.stringsAsFactors()'
- RR 4.2.0 released · 2022-04-22
- 0.1.12021-10-10 · diff ↗
- 0.1.02021-07-15
- RR 4.1.0 released · 2021-05-18
Package metadata
- Total releases
- 4
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 4.1.0
- Bundled data
- 184 KB / 6 files
- Download size
- not tracked yet
- Installed size
- not tracked yet
- With dependencies
- not tracked yet