Background & Aims: Sarcopenia in liver transplantation (LT) cirrhotic candidates has been connected with higher dropouts and graft losses after transplant. The study aims to create an ‘urgency’ model combining sarcopenia and Model for End-stage Liver Disease Sodium (MELDNa) to predict the risk of dropout and identify an appropriate threshold of post-LT futility. Methods: A total of 1087 adult cirrhotic patients were listed for a first LT during January 2012 to December 2018. The study population was split into a training (n = 855) and a validation set (n = 232). Results: Using a competing-risk analysis of cause-specific hazards, we created the Sarco-Model2. According to the model, one extra point of MELDNa was added for each 0.5 cm2/m2 reduction of total psoas area (TPA) < 6.0 cm2/m2. At external validation, the Sarco-Model2 showed the best diagnostic ability for predicting the risk of 3-month dropout in patients with MELDNa < 20 (area under the curve [AUC] = 0.93; P =.003). Using the net reclassification improvement, 14.3% of dropped-out patients were correctly reclassified using the Sarco-Model2. As for the futility threshold, transplanted patients with TPA < 6.0 cm2/m2 and MELDNa 35-40 (n = 16/833, 1.9%) had the worse results (6-month graft loss = 25.5%). Conclusions: In sarcopenic patients with MELDNa < 20, the ‘urgency’ Sarco-Model2 should be used to prioritize the list, while MELDNa value should be preferred in patients with MELDNa ≥ 20. The Sarco-Model2 played a role in more than 30% of the cases in the investigated allocation scenario. In sarcopenic patients with a MELDNa value of 35-40, ‘futile’ transplantation should be considered.

Sarco-Model: a score to predict the dropout risk in the perspective of organ allocation in patients awaiting liver transplantation / Lai, Q.; Magistri, P.; Lionetti, R.; Avolio, A. W.; Lenci, I.; Giannelli, V.; Pecchi, A.; Ferri, F.; Marrone, G.; Angelico, M.; Milana, M.; Schinnina, V.; Menozzi, R.; Di Martino, M.; Grieco, A.; Manzia, T. M.; Tisone, G.; Agnes, S.; Rossi, M.; Di Benedetto, F.; Ettorre, G. M.; Curci, F. P.; Giovanardi, F.; Mennini, G.; Ginanni Corradini, S.; Merli, M.; Guidetti, C.; Assirati, G.; Po, L.; Prampolini, F.; De Maria, N.; D'Offizi, G.; Cina, A.; Barbieri, P.; Biolato, M.; Pascale, M. M.; Pellicelli, A.; Falasca, F.; Colasanti, M.; Levi Sandri, G. B.. - In: LIVER INTERNATIONAL. - ISSN 1478-3223. - 41:7(2021), pp. 1629-1640. [10.1111/liv.14889]

Sarco-Model: a score to predict the dropout risk in the perspective of organ allocation in patients awaiting liver transplantation

Lai Q.
Primo
;
Magistri P.
Secondo
;
Giannelli V.;Ferri F.;Di Martino M.;Rossi M.;Curci F. P.;Giovanardi F.;Mennini G.;Ginanni Corradini S.;Merli M.;De Maria N.;Falasca F.;Levi Sandri G. B.
Ultimo
2021

Abstract

Background & Aims: Sarcopenia in liver transplantation (LT) cirrhotic candidates has been connected with higher dropouts and graft losses after transplant. The study aims to create an ‘urgency’ model combining sarcopenia and Model for End-stage Liver Disease Sodium (MELDNa) to predict the risk of dropout and identify an appropriate threshold of post-LT futility. Methods: A total of 1087 adult cirrhotic patients were listed for a first LT during January 2012 to December 2018. The study population was split into a training (n = 855) and a validation set (n = 232). Results: Using a competing-risk analysis of cause-specific hazards, we created the Sarco-Model2. According to the model, one extra point of MELDNa was added for each 0.5 cm2/m2 reduction of total psoas area (TPA) < 6.0 cm2/m2. At external validation, the Sarco-Model2 showed the best diagnostic ability for predicting the risk of 3-month dropout in patients with MELDNa < 20 (area under the curve [AUC] = 0.93; P =.003). Using the net reclassification improvement, 14.3% of dropped-out patients were correctly reclassified using the Sarco-Model2. As for the futility threshold, transplanted patients with TPA < 6.0 cm2/m2 and MELDNa 35-40 (n = 16/833, 1.9%) had the worse results (6-month graft loss = 25.5%). Conclusions: In sarcopenic patients with MELDNa < 20, the ‘urgency’ Sarco-Model2 should be used to prioritize the list, while MELDNa value should be preferred in patients with MELDNa ≥ 20. The Sarco-Model2 played a role in more than 30% of the cases in the investigated allocation scenario. In sarcopenic patients with a MELDNa value of 35-40, ‘futile’ transplantation should be considered.
2021
allocation; cirrhosis; dropout; futility; malnutrition; MELD; MELDNa; sarcopenia; adult; humans; liver cirrhosis; prognosis; severity of illness index; waiting lists; end stage liver disease; liver transplantation
01 Pubblicazione su rivista::01a Articolo in rivista
Sarco-Model: a score to predict the dropout risk in the perspective of organ allocation in patients awaiting liver transplantation / Lai, Q.; Magistri, P.; Lionetti, R.; Avolio, A. W.; Lenci, I.; Giannelli, V.; Pecchi, A.; Ferri, F.; Marrone, G.; Angelico, M.; Milana, M.; Schinnina, V.; Menozzi, R.; Di Martino, M.; Grieco, A.; Manzia, T. M.; Tisone, G.; Agnes, S.; Rossi, M.; Di Benedetto, F.; Ettorre, G. M.; Curci, F. P.; Giovanardi, F.; Mennini, G.; Ginanni Corradini, S.; Merli, M.; Guidetti, C.; Assirati, G.; Po, L.; Prampolini, F.; De Maria, N.; D'Offizi, G.; Cina, A.; Barbieri, P.; Biolato, M.; Pascale, M. M.; Pellicelli, A.; Falasca, F.; Colasanti, M.; Levi Sandri, G. B.. - In: LIVER INTERNATIONAL. - ISSN 1478-3223. - 41:7(2021), pp. 1629-1640. [10.1111/liv.14889]
File allegati a questo prodotto
File Dimensione Formato  
Lai_Sarco-Model_2021.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.41 MB
Formato Adobe PDF
1.41 MB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1570350
Citazioni
  • ???jsp.display-item.citation.pmc??? 7
  • Scopus 21
  • ???jsp.display-item.citation.isi??? 19
social impact