Artificial Intelligence for Prediction of Donor Liver Allograft Steatosis and Early Post-Transplantation Graft Failure

HPB ◽  
2021 ◽  
Author(s):  
Raja R. Narayan ◽  
Natasha Abadilla ◽  
Linfeng Yang ◽  
Simon B. Chen ◽  
Mac Klinkachron ◽  
...  
2021 ◽  
pp. 152692482110028
Author(s):  
Theodore Zhang ◽  
Brian Hickner ◽  
Ronald Cotton ◽  
Nhu Thao Nguyen Galvan ◽  
John M Vierling ◽  
...  

Introduction: The disparity between the number of individuals on the wait list and available liver allografts creates the need for a system that maximizes donor liver utilization and predicts graft failure. Research Question: This study aimed to determine the relationship between donor Gamma-Glutamyl Transferase (GGT), liver discard, and graft failure. Design: Through multivariate analysis from 53 966 deceased liver donors, we adjusted for donor clinical and demographic characteristics and compared donor GGT with allograft discard. We compared donor GGT ranges with graft failure and analyzed data from 47 269 liver recipients. Results: After adjusting for other factors, donor GGT was significantly associated with liver discard, with GGT over 200 U/L being most significant (OR 2.74, CI 2.51-2.99). Donor GGT under 20 U/L was also found to be a protective factor for post-transplant graft failure (HR 0.91, CI 0.83 – 1.00). Conclusion: Going forward, GGT should be included among other characteristics associated with allograft discard considered during the procurement process.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Juhan Lee ◽  
Eun Jin Kim ◽  
Jae Geun Lee ◽  
Beom Seok Kim ◽  
Kyu Ha Huh ◽  
...  

AbstractSerum bilirubin, a potent endogenous antioxidant, has been associated with decreased risks of cardiovascular disease, diabetes, and kidney disease. However, the effects of serum bilirubin on kidney transplant outcomes remain undetermined. We analyzed 1628 patients who underwent kidney transplantations between 2003 and 2017. Patients were grouped into sex-specific quartiles according to mean serum bilirubin levels, 3–12 months post-transplantation. Median bilirubin levels were 0.66 mg/dL in males and 0.60 mg/dL in females. The intra-individual variability of serum bilirubin levels was low (9%). Serum bilirubin levels were inversely associated with graft loss, death-censored graft failure, and all-cause mortality, independent of renal function, donor status, and transplant characteristics. Multivariable analysis revealed that the lowest serum bilirubin quartile was associated with increased risk of graft loss (HR 2.64, 95% CI 1.67–4.18, P < 0.001), death-censored graft failure (HR 2.97, 95% CI 1.63–5.42, P < 0.001), and all-cause mortality (HR 2.07, 95% CI 1.01–4.22, P = 0.046). Patients with lower serum bilirubin were also at greater risk of rejection and exhibited consistently lower glomerular filtration rates than those with higher serum bilirubin. Serum bilirubin levels were significantly associated with transplantation outcomes, suggesting that bilirubin could represent a therapeutic target for improving long-term transplant outcomes.


2010 ◽  
Vol 42 (5) ◽  
pp. 1970-1972 ◽  
Author(s):  
L. Sibulesky ◽  
R. Satyanarayana ◽  
D. Menke ◽  
J.H. Nguyen

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