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gClinBiomarker

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Overview

gClinBiomarker is an R package that contains functions to perform baseline and longitutinal biomarker analyses. This version is wei's private version that fixes bugs and introduces features of critical needs.

Getting the Documentation

Use the command vignette(package = 'gClinBiomarker') to view a list of avaialble vignettes for the gClinBiomarker package. Then use the command vignette(<vignett_name>) to view the relevant documentation.

gClinBiomarker Analysis and Workflows

Analysis

  • 2-arm study: predictive and prognostic biomarker analysis
  • 1-arm study: prognostic biomarker analysis

Workflow

Step 1:

Is your biomarker population your full patient population? Take a look at these functions:

SummaryVars(), CompareKM(), PlotRspBar()

Step 2:

Is your biomarker response a dynamic range? Does it have a skewed distribution? Is it correlated with clinical variables?

PlotProperty(), PlotTabForestMulti()

Step 3:

Is your biomarker response associated with a clinical outcome? Is it prognostic or predictive? Is there an optimal biomarker cutoff with a consistent trend?

PlotTabForestBiomarker(), PlotSTEPP()

Step 4:

Estimate the clinical benefit within a biomarker subgroup.

PlotKM(), PlotLong(), PlotRspBar(), CoxTab(), LogRankTab()

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  • R 95.6%
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