TY - JOUR
T1 - Survival in pulmonary arterial hypertension patients awaiting lung transplantation
AU - Gomberg-Maitland, Mardi
AU - Glassner-Kolmin, Cherylanne
AU - Watson, Sydeaka
AU - Frantz, Robert
AU - Park, Myung
AU - Frost, Adaani
AU - Benza, Raymond L.
AU - Torres, Fernando
N1 - Funding Information:
The data reported herein were supplied by the Minneapolis Medical Research Foundation as the contractor for the Scientific Registry of Transplant Recipients (SRTR). The interpretation and reporting of these data are the responsibility of the authors and in no way should be seen as an official policy of or interpretation by the SRTR or the U.S. Government. Dr. Gomberg-Maitland reports that Actelion, Gilead, Medtronic, Novartis and Ventripoint have provided funding to the University of Chicago to support conduct of clinical trials. M.G.-M. has served as a consultant for Actelion, Gilead, Merck, Medtronic and Pfizer as a member of steering committees and DSMB/event committees. She is on the grant review committee for Entelligence young investigator awards, which are funded by grants from Actelion. R.F. reports that United Therapeutics has provided funding to Mayo Clinic to support his conduct of clinical trials. He has served as a consultant for Actelion, Gilead, Pfizer and United Therapeutics as a member of steering committees and DSMB/event committees. A.F. has undertaken randomized FDA-approved clinical trials funded by Actelion, Bayer, Gilead, GSK, Novartis, AIRES, United Therapeutics, Lung LLC, Pfizer and Lilly. She has served on the speaker bureau for Gilead, Lung LLC, Pfizer and United Therapeutics; has participated in advisory boards funded by Actelion, Gilead, Bayer and Cardiomems, and participates as a steering committee member in REVEAL. She is on the grant review committee for Entelligence young investigator awards, which are funded by grants from Actelion. R.L.B. reports that Actelion, Gilead, GSK, IKARIA and United Therapeutics have provided funding to the WPAHS to support his conduct of clinical trials. He has served as a consultant for Actelion, United Therapeutics and IKARIA as a member of steering committees and DSMB/event committees. F.T. reports that Actelion, Bayer, GeNO, Gilead, GSK, Medtronic, Novartis, Aires and United Therapeutics have provided funding to University of Texas Southwestern to support his conduct of clinical trials. He has served as a consultant/speaker for Actelion, Gilead, Medtronic, Novartis Pfizer, and United Therapeutics. The other authors have no conflicts of interest to disclose. M.G.-M., R.F., M.P., A.F., R.L.B. and F.T. are members of the ISHLT Scientific Council on Pulmonary Hypertension. This manuscript was prepared on behalf of the International Society for Heart and Lung Transplantation Scientific Council on Pulmonary Hypertension.
PY - 2013/12
Y1 - 2013/12
N2 - Pulmonary arterial hypertension (PAH) is a progressive disease with lung transplantation as the only option for those patients refractory to medical therapy. Although several equations have been developed to predict PAH patient survival, it is unclear whether they can predict survival for patients awaiting transplantation. Methods Data were analyzed on 827 patients listed since 1991 on the Scientific Registry of Transplant Recipients. Overall survival and survival for patients listed prior to and after January 1, 2006 was estimated using the Kaplan-Meier (K-M) method and compared with predicted survival from the pulmonary hypertension connection (PHC) and lung allocation system (LAS) equations. A new equation using a novel model selection algorithm for correlated covariates and missing data was developed using clinical factors and variables in the LAS score. Model validation statistics were calculated and averaged across 500 bootstrap resamples within each of 5 imputation data sets. K-M with 95% confidence intervals and receiver-operator characteristic (ROC) curves assessed model performance. Results PHC predicted overall survival but underestimated and overestimated survival for those listed pre- and post-2006, respectively. The best model included baseline 6-minute walk distance (6MWD), invasive cardiac output and resting oxygen requirement (O2). Factors associated with 1-year waitlist survival included: resting O2 amount; invasive hemodynamics; 6MWD; and functional class. The new equation by ROC analysis outperformed the LAS and PHC equations. Conclusions Current prediction models overestimate survival for PAH patients listed for transplant in the LAS era. This new survival equation can help guide clinicians caring for PAH patients with progression of disease requiring transplant.
AB - Pulmonary arterial hypertension (PAH) is a progressive disease with lung transplantation as the only option for those patients refractory to medical therapy. Although several equations have been developed to predict PAH patient survival, it is unclear whether they can predict survival for patients awaiting transplantation. Methods Data were analyzed on 827 patients listed since 1991 on the Scientific Registry of Transplant Recipients. Overall survival and survival for patients listed prior to and after January 1, 2006 was estimated using the Kaplan-Meier (K-M) method and compared with predicted survival from the pulmonary hypertension connection (PHC) and lung allocation system (LAS) equations. A new equation using a novel model selection algorithm for correlated covariates and missing data was developed using clinical factors and variables in the LAS score. Model validation statistics were calculated and averaged across 500 bootstrap resamples within each of 5 imputation data sets. K-M with 95% confidence intervals and receiver-operator characteristic (ROC) curves assessed model performance. Results PHC predicted overall survival but underestimated and overestimated survival for those listed pre- and post-2006, respectively. The best model included baseline 6-minute walk distance (6MWD), invasive cardiac output and resting oxygen requirement (O2). Factors associated with 1-year waitlist survival included: resting O2 amount; invasive hemodynamics; 6MWD; and functional class. The new equation by ROC analysis outperformed the LAS and PHC equations. Conclusions Current prediction models overestimate survival for PAH patients listed for transplant in the LAS era. This new survival equation can help guide clinicians caring for PAH patients with progression of disease requiring transplant.
KW - Lung allocation score
KW - Lung transplant
KW - Pulmonary arterial hypertension
KW - Survival prediction model
KW - Waitlist
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U2 - 10.1016/j.healun.2013.08.016
DO - 10.1016/j.healun.2013.08.016
M3 - Article
C2 - 24074527
AN - SCOPUS:84887999813
SN - 1053-2498
VL - 32
SP - 1179
EP - 1186
JO - Journal of Heart and Lung Transplantation
JF - Journal of Heart and Lung Transplantation
IS - 12
ER -