bos: Bronchiolitis obliterans syndrome after lung transplants

Description Format Details Source References

Description

A dataset containing histories of bronchiolitis obliterans syndrome (BOS) from lung transplant recipients. BOS is a chronic decline in lung function, often observed after lung transplantation.

Format

A data frame containing a sequence of observed or censored transitions to the next stage of severity or death. It is grouped by patient and includes histories of 204 patients. All patients start in state 1 (no BOS) at six months after transplant, and may subsequently develop BOS or die.

bosms3 contains the data for a three-state model: no BOS, BOS or death. bosms4 uses a four-state representation: no BOS, mild BOS, moderate/severe BOS or death.

id (numeric) Patient identification number
from (numeric) Observed starting state of the transition
to (numeric) Observed or potential ending state of the transition
Tstart (numeric) Time at the start of the interval
Tstop (numeric) Time at the end of the interval
time (numeric) Time difference Tstart-Tstop
status (numeric) 1 if the transition to state to was observed, or 0 if the transition to state to was censored (for example, if the patient was observed to move to a competing state)
trans (factor) Number of the transition from-to in the set of all ntrans allowed transitions, numbered from 1 to ntrans.

Details

The entry time of each patient into each stage of BOS was estimated by clinicians, based on their history of lung function measurements and acute rejection and infection episodes. BOS is only assumed to occur beyond six months after transplant. In the first six months the function of each patient's new lung stabilises. Subsequently BOS is diagnosed by comparing the lung function against the "baseline" value.

The same data are provided in the msm package, but in the native format of msm to allow Markov models to be fitted. In flexsurv, much more flexible models can be fitted.

Source

Papworth Hospital, U.K.

References

Heng. D. et al. (1998). Bronchiolitis Obliterans Syndrome: Incidence, Natural History, Prognosis, and Risk Factors. Journal of Heart and Lung Transplantation 17(12)1255–1263.


flexsurv documentation built on Sept. 13, 2021, 5:07 p.m.