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Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation.

Publication ,  Journal Article
Weiss, ES; Allen, JG; Kilic, A; Russell, SD; Baumgartner, WA; Conte, JV; Shah, AS
Published in: J Heart Lung Transplant
March 2012

BACKGROUND: No standard index based on donor factors exists for predicting mortality after orthotopic heart transplantation (OHT). We utilized United Network for Organ Sharing (UNOS) data to develop a quantitative donor risk score for OHT. METHODS: We examined a prospectively collected open cohort of 22,252 patients who underwent primary OHT (1996 to 2007). Of the 284 donor-specific variables, those associated with 1-year (year) mortality (exploratory p-value < 0.2) were incorporated into a multivariate (MV) logistic regression model. The final model contained donor factors that improved the explanatory power (by pseudo-R2, area under the curve and likelihood ratio test). A quantitative donor risk score was created using odds ratios (ORs) from the final model. For external validity, a cross-validation strategy was employed whereby the score was generated using a randomly generated subset of cases (n = 17,788) and then independently validated on the remaining patients (n = 4,464). RESULTS: A 15-point scoring system incorporated 4 variables: ischemic time; donor age; race mismatching; and blood urea nitrogen (BUN)/creatinine ratio. Derivation and validation cohort scores ranged from 1 to 15 and 1 to 12, respectively (mean 4.0 ± 2.1 for each). Each increase of 1 point increased the risk of 1-year death by 9% (OR = 0.09 [1.07 to 0.12]) in the derivation cohort and 13% (OR = 0.13 [1.08 to 0.18]) in the validation cohort (each p < 0.001). The odds of 1-year mortality by increments of 3 points were: 0 to 2 points (reference); 3 to 5 points (OR = 0.25 [1.12 to 0.40], p < 0.001); 6 to 8 pts (OR = 0.77 [1.56 to 2.02], p < 0.001); and 9 to 15 points (OR = 1.92 [1.54 to 2.39], p < 0.001). Donor risk score was predictive for 30-day mortality (OR = 0.11 [1.08 to 0.14], p < 0.001) and 5-year cumulative mortality (OR = 0.11 [1.09 to 0.13], p < 0.001). CONCLUSIONS: We present a novel donor risk index for OHT predicting short- and long-term mortality. This donor risk score may prove valuable for donor heart allocation and prognosis after OHT.

Duke Scholars

Published In

J Heart Lung Transplant

DOI

EISSN

1557-3117

Publication Date

March 2012

Volume

31

Issue

3

Start / End Page

266 / 273

Location

United States

Related Subject Headings

  • Tissue Donors
  • Survival Rate
  • Surgery
  • Risk Management
  • Risk Assessment
  • Retrospective Studies
  • Prospective Studies
  • Prognosis
  • Models, Statistical
  • Middle Aged
 

Citation

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Weiss, E. S., Allen, J. G., Kilic, A., Russell, S. D., Baumgartner, W. A., Conte, J. V., & Shah, A. S. (2012). Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation. J Heart Lung Transplant, 31(3), 266–273. https://doi.org/10.1016/j.healun.2011.10.004
Weiss, Eric S., Jeremiah G. Allen, Arman Kilic, Stuart D. Russell, William A. Baumgartner, John V. Conte, and Ashish S. Shah. “Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation.J Heart Lung Transplant 31, no. 3 (March 2012): 266–73. https://doi.org/10.1016/j.healun.2011.10.004.
Weiss ES, Allen JG, Kilic A, Russell SD, Baumgartner WA, Conte JV, et al. Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation. J Heart Lung Transplant. 2012 Mar;31(3):266–73.
Weiss, Eric S., et al. “Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation.J Heart Lung Transplant, vol. 31, no. 3, Mar. 2012, pp. 266–73. Pubmed, doi:10.1016/j.healun.2011.10.004.
Weiss ES, Allen JG, Kilic A, Russell SD, Baumgartner WA, Conte JV, Shah AS. Development of a quantitative donor risk index to predict short-term mortality in orthotopic heart transplantation. J Heart Lung Transplant. 2012 Mar;31(3):266–273.
Journal cover image

Published In

J Heart Lung Transplant

DOI

EISSN

1557-3117

Publication Date

March 2012

Volume

31

Issue

3

Start / End Page

266 / 273

Location

United States

Related Subject Headings

  • Tissue Donors
  • Survival Rate
  • Surgery
  • Risk Management
  • Risk Assessment
  • Retrospective Studies
  • Prospective Studies
  • Prognosis
  • Models, Statistical
  • Middle Aged