A prognostic index for patients within the intermediate stage of hepatocellular carcinoma. Issue 5 (May 2016)
- Record Type:
- Journal Article
- Title:
- A prognostic index for patients within the intermediate stage of hepatocellular carcinoma. Issue 5 (May 2016)
- Main Title:
- A prognostic index for patients within the intermediate stage of hepatocellular carcinoma
- Authors:
- Di Costanzo, Giovan Giuseppe
Signoriello, Simona
Tortora, Raffaella
Gallo, Ciro - Abstract:
- Abstract : Objective: The Barcelona Clinic Liver Cancer algorithm is the most widely used staging system for hepatocellular carcinoma, but the intermediate stage of this classification comprises a very heterogeneous group of patients with different survival probabilities. The aim of our study was to construct a simple prognostic index for identifying subgroups of patients with different prognoses within the intermediate stage. Patients and methods: Three-hundred and seven patients were retrospectively analyzed and randomly divided into a training sample ( n =205), from which the model was developed, and a test sample ( n =102), to independently assess the model's performance. Results: Four variables were retained in the final multivariate model: hepatic failure, number of nodules, α-fetoprotein, and albumin, with hazard ratios equal to 2.22 (95% confidence interval: 1.52–3.24), 1.47 (1.00–2.18), 2.34 (1.56–3.52), and 1.75 (1.26–2.44), respectively. The score system was derived by summing up the linear weights assigned to the four covariates according to the observed regression coefficients. The score ranged between 4 and 13; to avoid sparse-data bias arising from small numbers within strata, only four categories (4–5, 6–7, 8–9, 10–13) were identified. The prognosis worsened significantly with increasing score and the C -index for discriminatory accuracy was equal to 0.66 (95% confidence interval: 0.60–0.72). The score was validated in the test sample (log-rank test P =0.02).Abstract : Objective: The Barcelona Clinic Liver Cancer algorithm is the most widely used staging system for hepatocellular carcinoma, but the intermediate stage of this classification comprises a very heterogeneous group of patients with different survival probabilities. The aim of our study was to construct a simple prognostic index for identifying subgroups of patients with different prognoses within the intermediate stage. Patients and methods: Three-hundred and seven patients were retrospectively analyzed and randomly divided into a training sample ( n =205), from which the model was developed, and a test sample ( n =102), to independently assess the model's performance. Results: Four variables were retained in the final multivariate model: hepatic failure, number of nodules, α-fetoprotein, and albumin, with hazard ratios equal to 2.22 (95% confidence interval: 1.52–3.24), 1.47 (1.00–2.18), 2.34 (1.56–3.52), and 1.75 (1.26–2.44), respectively. The score system was derived by summing up the linear weights assigned to the four covariates according to the observed regression coefficients. The score ranged between 4 and 13; to avoid sparse-data bias arising from small numbers within strata, only four categories (4–5, 6–7, 8–9, 10–13) were identified. The prognosis worsened significantly with increasing score and the C -index for discriminatory accuracy was equal to 0.66 (95% confidence interval: 0.60–0.72). The score was validated in the test sample (log-rank test P =0.02). Similar results were found when evaluating the score as a continuous variable. Conclusion: The simple prognostic index predicts survival in patients with intermediate-stage hepatocellular carcinoma. This score might help guide treatment selection and patient stratification in clinical studies. Abstract : Supplemental Digital Content is available in the text. … (more)
- Is Part Of:
- European journal of gastroenterology & hepatology. Volume 28:Issue 5(2016:May)
- Journal:
- European journal of gastroenterology & hepatology
- Issue:
- Volume 28:Issue 5(2016:May)
- Issue Display:
- Volume 28, Issue 5 (2016)
- Year:
- 2016
- Volume:
- 28
- Issue:
- 5
- Issue Sort Value:
- 2016-0028-0005-0000
- Page Start:
- Page End:
- Publication Date:
- 2016-05
- Subjects:
- hepatocellular carcinoma -- liver failure -- statistics -- tumor marker
Digestive organs -- Diseases -- Periodicals
Liver -- Diseases -- Periodicals
Digestive organs -- Diseases
Liver -- Diseases
Periodicals
616.33 - Journal URLs:
- http://ovidsp.ovid.com/ovidweb.cgi?T=JS&NEWS=n&CSC=Y&PAGE=toc&D=yrovft&AN=00042737-000000000-00000 ↗
http://www.eurojgh.com/ ↗
http://journals.lww.com/pages/default.aspx ↗ - DOI:
- 10.1097/MEG.0000000000000562 ↗
- Languages:
- English
- ISSNs:
- 0954-691X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3829.729400
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 5097.xml