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Browsing by Author "Shen, Feng"

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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; Springer
    Background: 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.
    2023-03Text Open access Show more
  • 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 M
    Background: 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.
    2025-08Text 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
  • Should Utilization of Lymphadenectomy Vary According to Morphologic Subtype of Intrahepatic Cholangiocarcinoma?
    Publication . Zhang, Xu-Feng; Lv, Yi; Weiss, Matthew; Popescu, Irinel; Pinto Marques, Hugo; Aldrighetti, Luca; Maithel, Shishir K; Pulitano, Carlo; Bauer, Todd W; Shen, Feng; Poultsides, George A; Soubrane, Oliver; Martel, Guillaume; Koerkamp, B Groot; Itaru, Endo; Pawlik, Timothy M
    Objective: We sought to evaluate the utilization of lymphadenectomy (LND) and the incidence of lymph node metastasis (LNM) among different morphologic types of intrahepatic cholangiocarcinoma (ICC). Methods: Clinical data of patients undergoing curative-intent resection for ICC between 1990 and 2017 were collected and analyzed. The preoperative nodal status was evaluated by imaging studies, and the morphologic and lymph node (LN) status was collected on final pathology report. Results: Overall, 1032 patients had a mass-forming (MF) or intraductal growth (IG) ICC subtype, whereas 150 patients had a periductal infiltrating (PI) or MF + PI subtype. Among the 924 patients with MF/IG ICC subtype who had nodal assessment on preoperative imaging, 747 (80.8%) were node-negative, whereas 177 (19.2%) patients were suspicious for metastatic nodal disease. On final pathological analysis, 71 of 282 (25.2%) patients who had preoperative node-negative disease ultimately had LNM. In contrast, 79 of 135 (58.5%) patients with preoperative suspicious/metastatic LNs had pathologically confirmed LNM (odds ratio [OR] 4.2, p < 0.001). Among the 129 patients with PI/MF + PI ICC subtype and preoperative nodal information, 72 (55.8%) were node-negative on preoperative imaging. In contrast, 57 (44.2%) patients had suspicious/metastatic LNs. On final pathologic examination, 45.3% (n = 24) of patients believed to be node-negative on preoperative imaging had LNM; 68.0% (n = 34) of patients who had suspicious/positive nodal disease on imaging ultimately had LNM (OR 2.6, p = 0.009). Conclusion: Given the low accuracy of preoperative imaging evaluation of nodal status, routine LND should be performed at the time of resection for both MF/IG and PI/MF + PI ICC subtypes.
    2019-07Text Open access Show more