PSAProstateCancer_df: Factors associated with prostate specific antigen

In OncoDataSets: A Comprehensive Collection of Cancer Types and Cancer-Related Datasets

Factors associated with prostate specific antigen

Description

This dataset, PSAProstateCancer_df, is a data frame containing data from a study by Stamey et al. (1989) to examine the association between prostate specific antigen (PSA) and several clinical measures in men about to receive a radical prostatectomy. The dataset includes 97 observations and 9 variables, each representing a factor potentially associated with PSA.

Usage

data(PSAProstateCancer_df)

Format

A data frame with 97 observations and 9 variables:

lcavol

Logarithm of cancer volume (numeric).

lweight

Logarithm of prostate weight (numeric).

age

Age of the patient in years (integer).

lbph

Logarithm of benign prostatic hyperplasia (numeric).

svi

Seminal vesicle invasion (integer).

lcp

Logarithm of cancer perineural invasion (numeric).

gleason

Gleason score (integer).

pgg45

Percentage of cancerous tissue with Gleason score 4 or 5 (integer).

lpsa

Logarithm of prostate specific antigen (PSA) (numeric).

Details

The dataset name has been kept as 'PSAProstateCancer_df' to avoid confusion with other datasets in the R ecosystem. This naming convention helps distinguish this dataset as part of the OncoDataSets package and assists users in identifying its specific characteristics. The suffix '_df' indicates that the dataset is a data frame. The original content has not been modified in any way.

Source

Data taken from the ncvreg package. Based on data from Stamey et al. (1989), which examined the association between prostate specific antigen (PSA) and several clinical measures potentially associated with PSA in men about to receive a radical prostatectomy.

OncoDataSets documentation built on April 3, 2025, 6:08 p.m.