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Browsing by Author "Lam, Vincent"

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  • A Comprehensive Preoperative Predictive Score for Post-Hepatectomy Liver Failure After Hepatocellular Carcinoma Resection Based on Patient Comorbidities, Tumor Burden, and Liver Function: the CTF Score.
    Publication . Alaimo, Laura; Endo, Yutaka; Lima, Henrique A; Moazzam, Zorays; Shaikh, Chanza Fahim; Ruzzenente, Andrea; Guglielmi, Alfredo; Ratti, Francesca; Aldrighetti, Luca; Pinto Marques, Hugo; Cauchy, François; Lam, Vincent; Poultsides, George A; Popescu, Irinel; Alexandrescu, Sorin; Martel, Guillaume; Hugh, Tom; Endo, Itaru; Pawlik, Timothy M
    Background: Post-hepatectomy liver failure (PHLF) is a dreaded complication following liver resection for hepatocellular carcinoma (HCC) with a high mortality rate. We sought to develop a score based on preoperative factors to predict PHLF. Methods: Patients who underwent resection for HCC between 2000 and 2020 were identified from an international multi-institutional database. Factors associated with PHLF were identified and used to develop a preoperative comorbidity-tumor burden-liver function (CTF) predictive score. Results: Among 1785 patients, 106 (5.9%) experienced PHLF. On multivariate analysis, several factors were associated with PHLF including high Charlson comorbidity index (CCI ≥ 5) (OR 2.80, 95%CI, 1.08-7.26), albumin-bilirubin (ALBI) (OR 1.99, 95%CI, 1.10-3.56), and tumor burden score (TBS) (OR 1.06, 95%CI, 1.02-1.11) (all p < 0.05). Using the beta-coefficients of these variables, a weighted predictive score was developed and made available online ( https://alaimolaura.shinyapps.io/PHLFriskCalculator/ ). The CTF score (c-index = 0.67) performed better than Child-Pugh score (CPS) (c-index = 0.53) or Barcelona clinic liver cancer system (BCLC) (c-index = 0.57) to predict PHLF. A high CTF score was also an independent adverse prognostic factor for survival (HR 1.61, 95%CI, 1.12-2.30) and recurrence (HR 1.36, 95%CI, 1.08-1.71) (both p = 0.01). Conclusion: Roughly 1 in 20 patients experienced PHLF following resection of HCC. Patient (i.e., CCI), tumor (i.e., TBS), and liver function (i.e., ALBI) factors were associated with risk of PHLF. These preoperative factors were incorporated into a novel CTF tool that was made available online, which outperformed other previously proposed tools.
    2022-12Text Open access Show more
  • Preoperative Risk Score (PreopScore) to Predict Overall Survival After Resection for Hepatocellular Carcinoma.
    Publication . Endo, Yutaka; Lima, Henrique A; Alaimo, Laura; Moazzam, Zorays; Brown, Zachary; Shaikh, Chanza F; Ratti, Francesca; Pinto Marques, Hugo; Soubrane, Olivier; Lam, Vincent; Poultsides, George A; Popescu, Irinel; Alexandrescu, Sorin; Martel, Guillaume; Workneh, Aklile; Guglielmi, Alfredo; Hugh, Tom; Aldrighetti, Luca; Shen, Feng; Endo, Itaru; Pawlik, Timothy M; Elsevier
    Background: This study aimed to develop a holistic risk score incorporating preoperative tumor, liver, nutritional, and inflammatory markers to predict overall survival (OS) after hepatectomy for hepatocellular carcinoma (HCC). Methods: Patients who underwent curative-intent surgery for HCC between 2000 and 2020 were identified using an international multi-institutional database. Preoperative predictors associated with OS were selected and a prognostic risk score model (PreopScore) was developed and validated using cross-validation. Results: A total of 1676 patients were included. On multivariable analysis, preoperative parameters associated with OS included α-feto protein (hazard ratio [HR]1.17, 95%CI 1.03-1.34), neutrophil-to-lymphocyte ratio (HR2.62, 95%CI 1.30-5.30), albumin (HR0.49, 95%CI 0.34-0.70), gamma-glutamyl transpeptidase (HR1.00, 95%CI 1.00-1.00), as well as vascular involvement (HR3.52, 95%CI 2.10-5.89) and tumor burden score (medium, HR3.49, 95%CI 1.62-7.58; high, HR3.21, 95%CI 1.40-7.35) on preoperative imaging. A weighted PreopScore was devised and made available online (https://yutaka-endo.shinyapps.io/PrepoScore_Shiny/). Patients with a PreopScore 0-2, 2-3.5, and >3.5 had incrementally worse 5-year OS of 85.8%, 70.7%, and 52.4%, respectively (p < 0.001). The c-index of the test and validation cohort were 0.75 and 0.71, respectively. The PreopScore outperformed individual parameters and previous HCC staging systems. Discussion: The PreopScore can be used as a better guide to preoperatively identify patients and individualize pre-/post-operative strategies.
    2023-03Text Open access Show more