Preoperative risk score (PreopScore) to predict overall survival after resection for hepatocellular carcinoma. Issue 3 (March 2023)
- Record Type:
- Journal Article
- Title:
- Preoperative risk score (PreopScore) to predict overall survival after resection for hepatocellular carcinoma. Issue 3 (March 2023)
- Main Title:
- Preoperative risk score (PreopScore) to predict overall survival after resection for hepatocellular carcinoma
- Authors:
- Endo, Yutaka
Lima, Henrique A.
Alaimo, Laura
Moazzam, Zorays
Brown, Zachary
Shaikh, Chanza F.
Ratti, Francesca
Marques, Hugo P.
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. - Abstract:
- Abstract: 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 PreopScoreAbstract: 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. … (more)
- Is Part Of:
- HPB. Volume 25:Issue 3(2023)
- Journal:
- HPB
- Issue:
- Volume 25:Issue 3(2023)
- Issue Display:
- Volume 25, Issue 3 (2023)
- Year:
- 2023
- Volume:
- 25
- Issue:
- 3
- Issue Sort Value:
- 2023-0025-0003-0000
- Page Start:
- 353
- Page End:
- 362
- Publication Date:
- 2023-03
- Subjects:
- Liver -- Diseases -- Periodicals
Biliary tract -- Diseases -- Periodicals
Pancreas -- Diseases -- Periodicals
616.362005 - Journal URLs:
- https://www.journals.elsevier.com/hpb/ ↗
http://www.hpbonline.org/current ↗
http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1477-2574 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1016/j.hpb.2022.12.009 ↗
- Languages:
- English
- ISSNs:
- 1365-182X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4335.262340
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 26070.xml