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Development and Validation of a New Prognostic System for Patients with Hepatocellular Carcinoma
- Source :
- PLoS Medicine, PLoS Medicine, Vol 13, Iss 4, p e1002006 (2016)
- Publication Year :
- 2016
- Publisher :
- Public Library of Science, 2016.
-
Abstract
- Background Prognostic assessment in patients with hepatocellular carcinoma (HCC) remains controversial. Using the Italian Liver Cancer (ITA.LI.CA) database as a training set, we sought to develop and validate a new prognostic system for patients with HCC. Methods and Findings Prospective collected databases from Italy (training cohort, n = 3,628; internal validation cohort, n = 1,555) and Taiwan (external validation cohort, n = 2,651) were used to develop the ITA.LI.CA prognostic system. We first defined ITA.LI.CA stages (0, A, B1, B2, B3, C) using only tumor characteristics (largest tumor diameter, number of nodules, intra- and extrahepatic macroscopic vascular invasion, extrahepatic metastases). A parametric multivariable survival model was then used to calculate the relative prognostic value of ITA.LI.CA tumor stage, Eastern Cooperative Oncology Group (ECOG) performance status, Child–Pugh score (CPS), and alpha-fetoprotein (AFP) in predicting individual survival. Based on the model results, an ITA.LI.CA integrated prognostic score (from 0 to 13 points) was constructed, and its prognostic power compared with that of other integrated systems (BCLC, HKLC, MESIAH, CLIP, JIS). Median follow-up was 58 mo for Italian patients (interquartile range, 26–106 mo) and 39 mo for Taiwanese patients (interquartile range, 12–61 mo). The ITA.LI.CA integrated prognostic score showed optimal discrimination and calibration abilities in Italian patients. Observed median survival in the training and internal validation sets was 57 and 61 mo, respectively, in quartile 1 (ITA.LI.CA score ≤ 1), 43 and 38 mo in quartile 2 (ITA.LI.CA score 2–3), 23 and 23 mo in quartile 3 (ITA.LI.CA score 4–5), and 9 and 8 mo in quartile 4 (ITA.LI.CA score > 5). Observed and predicted median survival in the training and internal validation sets largely coincided. Although observed and predicted survival estimations were significantly lower (log-rank test, p < 0.001) in Italian than in Taiwanese patients, the ITA.LI.CA score maintained very high discrimination and calibration features also in the external validation cohort. The concordance index (C index) of the ITA.LI.CA score in the internal and external validation cohorts was 0.71 and 0.78, respectively. The ITA.LI.CA score’s prognostic ability was significantly better (p < 0.001) than that of BCLC stage (respective C indexes of 0.64 and 0.73), CLIP score (0.68 and 0.75), JIS stage (0.67 and 0.70), MESIAH score (0.69 and 0.77), and HKLC stage (0.68 and 0.75). The main limitations of this study are its retrospective nature and the intrinsically significant differences between the Taiwanese and Italian groups. Conclusions The ITA.LI.CA prognostic system includes both a tumor staging—stratifying patients with HCC into six main stages (0, A, B1, B2, B3, and C)—and a prognostic score—integrating ITA.LI.CA tumor staging, CPS, ECOG performance status, and AFP. The ITA.LI.CA prognostic system shows a strong ability to predict individual survival in European and Asian populations.
- Subjects :
- Oncology
Male
Time Factors
Databases, Factual
Cancer Treatment
lcsh:Medicine
Predictive Value of Test
Pediatrics
Biochemistry
Geographical locations
Neoplasms, Multiple Primary
Decision Support Technique
0302 clinical medicine
Interquartile range
Retrospective Studie
Multiple Primary
Risk Factors
Neoplasms
Medicine and Health Sciences
Ethnicities
Public and Occupational Health
Liver Diseases
Liver Neoplasms
Child Health
General Medicine
Middle Aged
Prognosis
Italian People
Tumor Burden
Quartile
Cirrhosis
Italy
Liver Neoplasm
030220 oncology & carcinogenesis
Predictive value of tests
Cohort
Perspective
Hong Kong
030211 gastroenterology & hepatology
Female
Survival Analysi
alpha-Fetoproteins
Human
Biotechnology
medicine.medical_specialty
Carcinoma, Hepatocellular
Asia
Time Factor
Settore MED/12 - GASTROENTEROLOGIA
Aged
Decision Support Techniques
Humans
Neoplasm Invasiveness
Neoplasm Staging
Predictive Value of Tests
Reproducibility of Results
Retrospective Studies
Risk Assessment
Survival Analysis
Taiwan
Molecular Biology
Cell Biology
Reproducibility of Result
Gastroenterology and Hepatology
Carcinomas
03 medical and health sciences
Databases
Diagnostic Medicine
Internal medicine
Gastrointestinal Tumors
medicine
alpha-Fetoprotein
Survival analysis
Factual
Neoplasm Invasivene
Performance status
business.industry
Risk Factor
lcsh:R
Carcinoma
Cancers and Neoplasms
Retrospective cohort study
Hepatocellular
Hepatocellular Carcinoma
BCLC Stage
Surgery
People and Places
Population Groupings
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- PLoS Medicine, PLoS Medicine, Vol 13, Iss 4, p e1002006 (2016)
- Accession number :
- edsair.doi.dedup.....9863c8a5446209ae227e9243ac6e2457