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A Transcriptomic Signature for RiskāStratification and Recurrence Prediction in Intrahepatic Cholangiocarcinoma
- Source :
- Hepatology
- Publication Year :
- 2021
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2021.
-
Abstract
- BACKGROUND AND AIMS Tumor recurrence is frequent even in intrahepatic cholangiocarcinoma (ICC), and improved strategies are needed to identify patients at highest risk for such recurrence. We performed genome-wide expression profile analyses to discover and validate a gene signature associated with recurrence in patients with ICC. APPROACH AND RESULTS For biomarker discovery, we analyzed genome-wide transcriptomic profiling in ICC tumors from two public data sets: The Cancer Genome Atlas (n = 27) and GSE107943 (n = 28). We identified an eight-gene panel (BIRC5 [baculoviral IAP repeat containing 5], CDC20 [cell division cycle 20], CDH2 [cadherin 2], CENPW [centromere protein W], JPH1 [junctophilin 1], MAD2L1 [mitotic arrest deficient 2 like 1], NEIL3 [Nei like DNA glycosylase 3], and POC1A [POC1 centriolar protein A]) that robustly identified patients with recurrence in the discovery (AUC = 0.92) and in silico validation cohorts (AUC = 0.91). We next analyzed 241 specimens from patients with ICC (training cohort, n = 64; validation cohort, n = 177), followed by Cox proportional hazard regression analysis, to develop an integrated transcriptomic panel and establish a risk-stratification model for recurrence in ICC. We subsequently trained this transcriptomic panel in a clinical cohort (AUC = 0.89; 95% confidence interval [CI] = 0.79-0.95), followed by evaluating its performance in an independent validation cohort (AUC = 0.86; 95% CI = 0.80-0.90). By combining our transcriptomic panel with various clinicopathologic features, we established a risk-stratification model that was significantly superior for the identification of recurrence (AUC = 0.89; univariate HR = 6.08, 95% CI = 3.55-10.41, P
- Subjects :
- Adult
Male
Oncology
medicine.medical_specialty
Cdc20 Proteins
Chromosomal Proteins, Non-Histone
Survivin
Cell Cycle Proteins
Risk Assessment
Article
Cholangiocarcinoma
Transcriptome
Antigens, CD
Internal medicine
Cancer genome
medicine
Humans
In patient
Recurrence prediction
N-Glycosyl Hydrolases
Pathological
Intrahepatic Cholangiocarcinoma
Adaptor Proteins, Signal Transducing
Aged
Proportional Hazards Models
Aged, 80 and over
Hepatology
business.industry
Membrane Proteins
Nuclear Proteins
Middle Aged
Cadherins
Confidence interval
Cytoskeletal Proteins
Bile Ducts, Intrahepatic
Bile Duct Neoplasms
Risk stratification
Female
Neoplasm Recurrence, Local
business
Subjects
Details
- ISSN :
- 15273350 and 02709139
- Volume :
- 74
- Database :
- OpenAIRE
- Journal :
- Hepatology
- Accession number :
- edsair.doi.dedup.....23fddd4c50ea75c841c99daf17cba7c8