Package: OncoSimulR 4.7.0
Ramon Diaz-Uriarte
OncoSimulR: Forward Genetic Simulation of Cancer Progression with Epistasis
Functions for forward population genetic simulation in asexual populations, with special focus on cancer progression. Fitness can be an arbitrary function of genetic interactions between multiple genes or modules of genes, including epistasis, order restrictions in mutation accumulation, and order effects. Fitness (including just birth, just death, or both birth and death) can also be a function of the relative and absolute frequencies of other genotypes (i.e., frequency-dependent fitness). Mutation rates can differ between genes, and we can include mutator/antimutator genes (to model mutator phenotypes). Simulating multi-species scenarios and therapeutic interventions, including adaptive therapy, is also possible. Simulations use continuous-time models and can include driver and passenger genes and modules. Also included are functions for: simulating random DAGs of the type found in Oncogenetic Trees, Conjunctive Bayesian Networks, and other cancer progression models; plotting and sampling from single or multiple realizations of the simulations, including single-cell sampling; plotting the parent-child relationships of the clones; generating random fitness landscapes (Rough Mount Fuji, House of Cards, additive, NK, Ising, and Eggbox models) and plotting them.
Authors:
OncoSimulR_4.7.0.tar.gz
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OncoSimulR_4.7.0.tgz(r-4.4-arm64)OncoSimulR_4.7.0.tgz(r-4.4-x86_64)OncoSimulR_4.7.0.tgz(r-4.3-arm64)OncoSimulR_4.7.0.tgz(r-4.3-x86_64)
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OncoSimulR.pdf |OncoSimulR.html✨
OncoSimulR/json (API)
NEWS
| # Install 'OncoSimulR' in R: |
| install.packages('OncoSimulR', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rdiaz02/oncosimul/issues
- atex2b - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- atex4 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- atex5 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- benchmark_1 - Summary results from some benchmarks reported in the vignette.
- benchmark_1_0.05 - Summary results from some benchmarks reported in the vignette.
- benchmark_2 - Summary results from some benchmarks reported in the vignette.
- benchmark_3 - Summary results from some benchmarks reported in the vignette.
- ex_missing_drivers_b11 - An example where there are intermediate missing drivers.
- ex_missing_drivers_b12 - An example where there are intermediate missing drivers.
- examplePosets - Example posets
- examplesFitnessEffects - Examples of fitness effects
- mcfLs - McfLs simulation from the vignette
- osi - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- osi_with_ints - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- s_3_a - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- s_3_b - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- simT2 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- simT3 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- simul_period_1 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- smyelo3v57 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- uvex2 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- uvex3 - Runs from simulations of interventions examples shown in the vignette. Most, but not all, are from intervention examples.
- woAntibS - Runs from simulations of frequency-dependent examples shown in the vignette.
On BioConductor:OncoSimulR-4.7.0(bioc 3.20)OncoSimulR-4.6.0(bioc 3.19)
Last updated 2 months agofrom:c3dd5c64de
Exports:allFitnessEffectsallMutatorEffectscreateInterventionscreateRulescreateUserVarsdiversityLODdiversityPOMevalAllGenotypesevalAllGenotypesFitAndMutevalAllGenotypesMutevalGenotypeevalGenotypeFitAndMutevalGenotypeMutLODMagellan_statsoncoSimulIndivoncoSimulPoponcoSimulSampleOncoSimulWide2LongplotClonePhylogplotFitnessLandscapeplotPosetPOMrfitnesssampledGenotypessamplePopsimOGraphto_Magellan
Dependencies:abindbackportsBiocGenericsbootbroomcarcarDataclicolorspacecowplotcpp11data.tableDerivdoBydplyrfansifarvergenericsggplot2ggrepelgluegraphgtablegtoolsigraphisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6RColorBrewerRcppRcppEigenRgraphvizrlangscalessmatrSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
