Browsing by Author "Cauchy, François"
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- Albumin-Bilirubin Grade and Tumor Burden Score Predict Outcomes Among Patients with Intrahepatic Cholangiocarcinoma After Hepatic Resection: a Multi-Institutional Analysis.Publication . Munir, Muhammad Musaab; Endo, Yutaka; Lima, Henrique A; Alaimo, Laura; Moazzam, Zorays; Shaikh, Chanza; Poultsides, George A; Guglielmi, Alfredo; Aldrighetti, Luca; Weiss, Matthew; Bauer, Todd W; Alexandrescu, Sorin; Kitago, Minoru; Maithel, Shishir K; Pinto Marques, Hugo; Martel, Guillaume; Pulitano, Carlo; Shen, Feng; Cauchy, François; Koerkamp, Bas Groot; Endo, Itaru; Pawlik, Timothy M; SpringerBackground: The prognostic role of tumor burden score (TBS) relative to albumin-bilirubin (ALBI) grade among patients undergoing curative-intent resection of ICC has not been examined. Methods: We identified patients who underwent curative-intent resection for ICC between 1990 and 2017 from a multi-institutional database. Multivariable analysis was performed to assess the effect of TBS relative to ALBI grade on both short- and long-term outcomes. Results: Among 724 patients, 360 (49.7%) patients had low TBS and low ALBI grade, 142 (19.6%) patients had low TBS and high ALBI grade, 138 (19.1%) patients had high TBS and low ALBI grade, and 84 patients (11.6%) had high TBS and high ALBI grade. Decreased tumor burden was associated with better long-term outcomes among patients with both low (5-year OS; low TBS vs. high TBS: 52.4% vs 21.4%; p < 0.001) and high ALBI grade (5-year OS; low TBS vs. high TBS: 40.7% vs 12.0%; p < 0.001). On multivariable analysis, higher ALBI grade was associated with greater odds of an extended hospital LOS (> 10 days) (OR 2.80, 95%CI 1.62-4.82; p < 0.001), perioperative transfusion (OR 2.04, 95%CI 1.25-3.36; p = 0.005), 90-day mortality (OR 2.56, 95%CI 1.12-5.81; p = 0.025), as well as a major complication (OR 1.99, 95%CI 1.13-3.49; p = 0.016) among patients with similar tumor burden. Of note, patients with high TBS and high ALBI grade had markedly worse overall survival compared with patients who had low TBS and low ALBI grade disease (HR 2.27; 95%CI 1.44-3.59; p < 0.001). Importantly, high TBS and high ALBI grade were strongly associated with both early recurrence (88.1%%) and 5-year risk of death (96.4%). Conclusion: Both TBS (i.e., tumor morphology) and ALBI grade (i.e., hepatic function reserve) were strong predictors of outcomes among patients undergoing ICC resection. There was an interplay between TBS and ALBI grade relative to patient prognosis after hepatic resection of ICC with high ALBI grade predicting worse outcomes among ICC patients with different TBS.
- 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 MBackground: 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.
- Enhancing Recurrence-Free Survival Prediction in Hepatocellular Carcinoma: A Time-Updated Model Incorporating Tumor Burden and AFP Dynamics.Publication . Akabane, Miho; Kawashima, Jun; Altaf, Abdullah; Woldesenbet, Selamawit; Cauchy, François; Aucejo, Federico; Popescu, Irinel; Kitago, Minoru; Martel, Guillaume; Ratti, Francesca; Aldrighetti, Luca; Poultsides, George A; Imaoka, Yuki; Ruzzenente, Andrea; Endo, Itaru; Gleisner, Ana; Pinto Marques, Hugo; Oliveira, Sara; Balaia, Jorge; Lam, Vincent; Hugh, Tom; Bhimani, Nazim; Shen, Feng; Pawlik, Timothy MBackground: Existing models to predict recurrence-free survival (RFS) after hepatectomy for hepatocellular carcinoma (HCC) rely on static preoperative factors such as alpha-fetoprotein (AFP) and tumor burden score (TBS). These models overlook dynamic postoperative AFP changes, which may reflect evolving recurrence risk. We sought to develop a dynamic, real-time model integrating time-updated AFP values with TBS for improved recurrence prediction. Patients and methods: Patients undergoing curative-intent hepatectomy for HCC (2000-2023) were identified from an international, multi-institutional database with RFS as the primary outcome. AFP trajectory was monitored from preoperative to 6- and 12-month postoperative values, using time-varying Cox regression with AFP as a time-dependent covariate. The predictive accuracy of this time-updated model was compared with a static preoperative Cox model excluding postoperative AFP. Results: Among 1911 patients, AFP trajectories differed between recurrent and nonrecurrent cases. While preoperative AFP values were similar, recurrent cases exhibited higher AFP at 6 and 12 months. Multivariable analysis identified TBS (hazard ratio (HR):1.043 [95% confidence interval (CI): 1.002-1.086]; p = 0.039) and postoperative log AFP dynamics (HR:1.216 [CI 1.132-1.305]; p < 0.001) as predictors. Contour plots depicted TBS's influence decreasing over time, while postoperative AFP became more predictive. The time-varying Cox model was created to update RFS predictions continuously on the basis of the latest AFP values. The preoperative Cox model, developed with age, AFP, TBS, and albumin-bilirubin score, had a baseline C-index of 0.61 [0.59-0.63]. At 6 months, the time-varying model's C-index was 0.70 [0.67-0.73] versus 0.59 [0.56-0.61] for the static model; at 12 months, it was 0.70 [0.66-0.73] versus 0.56 [0.53-0.59]. The model was made available online ( https://nm49jf-miho-akabane.shinyapps.io/AFPHCC/ ). Conclusions: Incorporating postoperative AFP dynamics into RFS prediction after HCC resection enhanced prediction accuracy over time, as TBS's influence decreased. This adaptive, time-varying model provides refined RFS predictions throughout follow-up.
- Impact of Anatomical Resection on Non-transplantable Recurrence Among Patients with Hepatocellular Carcinoma: An International Multicenter Inverse Probability of Treatment Weighting Analysis.Publication . Kawashima, Jun; Endo, Yutaka; Khalil, Mujtaba; Woldesenbet, Selamawit; Akabane, Miho; Ruzzenente, Andrea; Ratti, Francesca; Marques, Hugo; Oliveira, Sara; Balaia, Jorge; Cauchy, François; Lam, Vincent; Poultsides, George; Kitago, Minoru; Popescu, Irinel; Martel, Guillaume; Gleisner, Ana; Hugh, Thomas J; Aldrighetti, Luca; Endo, Itaru; Pawlik, Timothy MBackground: Among patients with hepatocellular carcinoma (HCC), the impact of anatomic resection (AR) versus non-anatomic resection (NAR) on non-transplantable recurrence (NTR) remains poorly defined. We sought to compare the risk of NTR among patients treated with AR versus NAR as the primary surgical strategy for HCC. Patients and methods: Patients with HCC within Milan criteria who underwent curative-intent resection between 2000 and 2020 were identified from an international multi-institutional database. The inverse probability of treatment weighting (IPTW) method was utilized to compare short- and long-term outcomes among patients undergoing AR versus NAR. Results: Among 1038 patients, 747 (72.0%) patients underwent AR, while 291 (28.0%) patients underwent NAR. After IPTW adjustment, patients who underwent AR had better 5-year recurrence-free survival than individuals treated with NAR (63.9 vs. 52.0%; hazard ratio [HR] 0.78; 95% confidence interval [CI] 0.62-0.99); however, there was no difference in 5-year overall survival (80.2 vs. 75.6%; HR 0.76; 95% CI 0.55-1.05). Notably, individuals who underwent AR were less likely to have a NTR versus individuals treated with NAR (3-year NTR 9.8 vs. 14.4%; HR 0.62; 95% CI 0.40-0.96). In particular, AR was associated with a lower risk of NTR among patients with a medium tumor burden score (TBS) (HR 0.53; 95% CI 0.28-0.99), while the benefit among patients with a low TBS was less pronounced (HR 0.73; 95% CI 0.40-1.32). Conclusions: AR was associated with a lower risk of NTR and improved recurrence-free survival (RFS) among patients with HCC, especially individuals with higher TBS. An anatomically defined surgical approach should be strongly considered in patients with a higher HCC tumor burden.