BACKGROUND: We aimed to identify combinations of biomarkers to enhance the definition of primary graft dysfunction (PGD) for translational research. METHODS: Biomarkers reflecting lung epithelial injury (soluble receptor for advance glycation end products [sRAGE] and surfactant protein-D [SP-D]), coagulation cascade (plasminogen activator inhibitor-1 [PAI-1] and protein C), and cell adhesion (intracellular adhesion molecule-1 [ICAM-1]) were measured in the plasma of 315 individuals derived from the Lung Transplant Outcomes Group cohort at 6 and 24 hours after transplantation. We assessed biomarker utility in 2 ways: first, we tested the discrimination of grade 3 PGD within 72 hours; second, we tested the predictive utility of plasma biomarkers for 90-day mortality. RESULTS: PGD developed in 86 of 315 individuals (27%). Twenty-patients (8%) died within 90 days of transplantation, of which 16 (70%) had PGD. Biomarkers measured at 24 hours had greater discrimination than at 6 hours. Individually, sRAGE (area under the curve [AUC], 0.71) and PAI-1 (AUC, 0.73) had the best discrimination of PGD. The combinations of sRAGE with PAI-1 (AUC, 0.75), PAI-1 with ICAM-1 (AUC, 0.75), and PAI-1 with SP-D (AUC, 0.76) had the best discrimination. Combinations of greater than 2 biomarkers did not significantly enhance discrimination of PGD. ICAM-1 with PAI-1 (AUC, 0.72) and ICAM-1 with sRAGE (AUC, 0.72) had the best prediction for 90-day mortality. The addition of ICAM-1, PAI-1, or sRAGE to the concurrent clinical PGD grade significantly improved the prediction of 90-day mortality (p < 0.001 each). CONCLUSIONS: Measurement of the combination of a marker of impaired fibrinolysis with an epithelial injury or cell adhesion marker had the best discrimination for PGD and prediction for early death and may provide an alternative outcome useful in future research.
BACKGROUND: We aimed to identify combinations of biomarkers to enhance the definition of primary graft dysfunction (PGD) for translational research. METHODS: Biomarkers reflecting lung epithelial injury (soluble receptor for advance glycation end products [sRAGE] and surfactant protein-D [SP-D]), coagulation cascade (plasminogen activator inhibitor-1 [PAI-1] and protein C), and cell adhesion (intracellular adhesion molecule-1 [ICAM-1]) were measured in the plasma of 315 individuals derived from the Lung Transplant Outcomes Group cohort at 6 and 24 hours after transplantation. We assessed biomarker utility in 2 ways: first, we tested the discrimination of grade 3 PGD within 72 hours; second, we tested the predictive utility of plasma biomarkers for 90-day mortality. RESULTS:PGD developed in 86 of 315 individuals (27%). Twenty-patients (8%) died within 90 days of transplantation, of which 16 (70%) had PGD. Biomarkers measured at 24 hours had greater discrimination than at 6 hours. Individually, sRAGE (area under the curve [AUC], 0.71) and PAI-1 (AUC, 0.73) had the best discrimination of PGD. The combinations of sRAGE with PAI-1 (AUC, 0.75), PAI-1 with ICAM-1 (AUC, 0.75), and PAI-1 with SP-D (AUC, 0.76) had the best discrimination. Combinations of greater than 2 biomarkers did not significantly enhance discrimination of PGD. ICAM-1 with PAI-1 (AUC, 0.72) and ICAM-1 with sRAGE (AUC, 0.72) had the best prediction for 90-day mortality. The addition of ICAM-1, PAI-1, or sRAGE to the concurrent clinical PGD grade significantly improved the prediction of 90-day mortality (p < 0.001 each). CONCLUSIONS: Measurement of the combination of a marker of impaired fibrinolysis with an epithelial injury or cell adhesion marker had the best discrimination for PGD and prediction for early death and may provide an alternative outcome useful in future research.
Authors: Jason D Christie; Leah B Edwards; Anna Y Kucheryavaya; Paul Aurora; Fabienne Dobbels; Richard Kirk; Axel O Rahmel; Josef Stehlik; Marshall I Hertz Journal: J Heart Lung Transplant Date: 2010-10 Impact factor: 10.247
Authors: Payam Nahid; Jussi Saukkonen; William R Mac Kenzie; John L Johnson; Patrick P J Phillips; Janet Andersen; Erin Bliven-Sizemore; John T Belisle; W Henry Boom; Annie Luetkemeyer; Thomas B Campbell; Kathleen D Eisenach; Richard Hafner; Jeffrey L Lennox; Mamodikoe Makhene; Susan Swindells; M Elsa Villarino; Marc Weiner; Constance Benson; William Burman Journal: Am J Respir Crit Care Med Date: 2011-10-15 Impact factor: 21.405
Authors: Jason D Christie; Scarlett Bellamy; Lorraine B Ware; David Lederer; Denis Hadjiliadis; James Lee; Nancy Robinson; A Russell Localio; Keith Wille; Vibha Lama; Scott Palmer; Jonathan Orens; Ann Weinacker; Maria Crespo; Ejigaehu Demissie; Stephen E Kimmel; Steven M Kawut Journal: J Heart Lung Transplant Date: 2010-07-22 Impact factor: 10.247
Authors: Jason D Christie; Robert M Kotloff; Alberto Pochettino; Selim M Arcasoy; Bruce R Rosengard; J Richard Landis; Stephen E Kimmel Journal: Chest Date: 2003-10 Impact factor: 9.410
Authors: R J Shah; N Wickersham; D J Lederer; S M Palmer; E Cantu; J M Diamond; S M Kawut; V N Lama; S Bhorade; M Crespo; E Demissie; J Sonett; K Wille; J Orens; A Weinacker; P Shah; S Arcasoy; D S Wilkes; J D Christie; L B Ware Journal: Am J Transplant Date: 2014-01-08 Impact factor: 8.086
Authors: Michaela R Anderson; Jayaram K Udupa; Ethan Edwin; Joshua M Diamond; Jonathan P Singer; Jasleen Kukreja; Steven R Hays; John R Greenland; Anthony Ferrante; Matthew Lippel; Tatiana Blue; Amika McBurnie; Michelle Oyster; Laurel Kalman; Melanie Rushefski; Caiyun Wu; Gargi Pednekar; Wen Liu; Selim Arcasoy; Joshua Sonett; Frank D'Ovidio; Matthew Bacchetta; John D Newell; Drew Torigian; Edward Cantu; Donna L Farber; Jon T Giles; Yubing Tong; Scott Palmer; Lorraine B Ware; Wayne W Hancock; Jason D Christie; David J Lederer Journal: J Heart Lung Transplant Date: 2019-08-10 Impact factor: 10.247
Authors: Joshua M Diamond; Tatiana Akimova; Altaf Kazi; Rupal J Shah; Edward Cantu; Rui Feng; Matthew H Levine; Steven M Kawut; Nuala J Meyer; James C Lee; Wayne W Hancock; Richard Aplenc; Lorraine B Ware; Scott M Palmer; Sangeeta Bhorade; Vibha N Lama; Ann Weinacker; Jonathan Orens; Keith Wille; Maria Crespo; David J Lederer; Selim Arcasoy; Ejigayehu Demissie; Jason D Christie Journal: Am J Respir Crit Care Med Date: 2014-03-01 Impact factor: 21.405
Authors: Barbara C S Hamilton; Gabriela R Dincheva; Hanjing Zhuo; Jeffrey A Golden; Marek Brzezinski; Jonathan P Singer; Michael A Matthay; Jasleen Kukreja Journal: Clin Transplant Date: 2018-02-23 Impact factor: 2.863
Authors: E Cantu; Y Suzuki; J M Diamond; J Ellis; J Tiwari; B Beduhn; J R Nellen; R Shah; N J Meyer; D J Lederer; S M Kawut; S M Palmer; L D Snyder; M G Hartwig; V N Lama; S Bhorade; M Crespo; E Demissie; K Wille; J Orens; P D Shah; A Weinacker; D Weill; D Wilkes; D Roe; L B Ware; F Wang; R Feng; J D Christie Journal: Am J Transplant Date: 2015-12-10 Impact factor: 8.086
Authors: Edward Cantu; Joshua M Diamond; Yoshikazu Suzuki; Jared Lasky; Christian Schaufler; Brian Lim; Rupal Shah; Mary Porteous; David J Lederer; Steven M Kawut; Scott M Palmer; Laurie D Snyder; Matthew G Hartwig; Vibha N Lama; Sangeeta Bhorade; Christian Bermudez; Maria Crespo; John McDyer; Keith Wille; Jonathan Orens; Pali D Shah; Ann Weinacker; David Weill; David Wilkes; David Roe; Chadi Hage; Lorraine B Ware; Scarlett L Bellamy; Jason D Christie Journal: Am J Respir Crit Care Med Date: 2018-01-15 Impact factor: 30.528