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1.
Hepatology ; 77(1): 92-108, 2023 01 01.
Article in English | MEDLINE | ID: mdl-35124821

ABSTRACT

BACKGROUND AND AIMS: Primary liver cancers (LCs), including HCC and intrahepatic cholangiocarcinoma (iCCA), are derived from a common developmental lineage, conferring a molecular spectrum between them. To elucidate the molecular spectrum, we performed an integrative analysis of transcriptome profiles associated with patients' radiopathologic features. APPROACH AND RESULTS: We identified four LC subtypes (LC1-LC4) from RNA-sequencing profiles, revealing intermediate subtypes between HCC and iCCA. LC1 is a typical HCC characterized by active bile acid metabolism, telomerase reverse transcriptase promoter mutations, and high uptake of gadoxetic acid in MRI. LC2 is an iCCA-like HCC characterized by expression of the progenitor cell-like trait, tumor protein p53 mutations, and rim arterial-phase hyperenhancement in MRI. LC3 is an HCC-like iCCA, mainly small duct (SD) type, associated with HCC-related etiologic factors. LC4 is further subclassified into LC4-SD and LC4-large duct iCCAs according to the pathological features, which exhibited distinct genetic variations (e.g., KRAS , isocitrate dehydrogenase 1/2 mutation, and FGF receptor 2 fusion), stromal type, and prognostic outcomes. CONCLUSIONS: Our integrated view of the molecular spectrum of LCs can identify subtypes associated with transcriptomic, genomic, and radiopathologic features, providing mechanistic insights into heterogeneous LC progression.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/metabolism , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , Bile Duct Neoplasms/diagnostic imaging , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/metabolism , Cholangiocarcinoma/diagnostic imaging , Cholangiocarcinoma/genetics , Cholangiocarcinoma/metabolism , Bile Ducts, Intrahepatic/pathology
2.
Lancet Oncol ; 24(12): 1411-1422, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37951222

ABSTRACT

BACKGROUND: Clinical benefits of atezolizumab plus bevacizumab (atezolizumab-bevacizumab) are observed only in a subset of patients with hepatocellular carcinoma and the development of biomarkers is needed to improve therapeutic strategies. The atezolizumab-bevacizumab response signature (ABRS), assessed by molecular biology profiling techniques, has been shown to be associated with progression-free survival after treatment initiation. The primary objective of our study was to develop an artificial intelligence (AI) model able to estimate ABRS expression directly from histological slides, and to evaluate if model predictions were associated with progression-free survival. METHODS: In this multicentre retrospective study, we developed a model (ABRS-prediction; ABRS-P), which was derived from the previously published clustering-constrained attention multiple instance learning (or CLAM) pipeline. We trained the model fit for regression analysis using a multicentre dataset from The Cancer Genome Atlas (patients treated by surgical resection, n=336). The ABRS-P model was externally validated on two independent series of samples from patients with hepatocellular carcinoma (a surgical resection series, n=225; and a biopsy series, n=157). The predictive value of the model was further tested in a series of biopsy samples from a multicentre cohort of patients with hepatocellular carcinoma treated with atezolizumab-bevacizumab (n=122). All samples in the study were from adults (aged ≥18 years). The validation sets were sampled between Jan 1, 2008, to Jan 1, 2023. For the multicentre validation set, the primary objective was to assess the association of high versus low ABRS-P values, defined relative to cross-validation median split thresholds in the first biopsy series, with progression-free survival after treatment initiation. Finally, we performed spatial transcriptomics and matched prediction heatmaps with in situ expression profiles. FINDINGS: Of the 840 patients sampled, 641 (76%) were male and 199 (24%) were female. Across the development and validation datasets, hepatocellular carcinoma risk factors included alcohol intake, hepatitis B and C virus infections, and non-alcoholic steatohepatitis. Using cross-validation in the development series, the mean Pearson's correlation between ABRS-P values and ABRS score (mean expression of ABRS genes) was r=0·62 (SD 0·09; mean p<0·0001, SD<0·0001). The ABRS-P generalised well on the external validation series (surgical resection series, r=0·60 [95% CI 0·51-0·68], p<0·0001; biopsy series, r=0·53 [0·40-0·63], p<0·0001). In the 122 patients treated with atezolizumab-bevacizumab, those with ABRS-P-high tumours (n=74) showed significantly longer median progression-free survival than those with ABRS-P-low tumours (n=48) after treatment initiation (12 months [95% CI 7-not reached] vs 7 months [4-9]; p=0·014). Spatial transcriptomics showed significantly higher ABRS score, along with upregulation of various other immune effectors, in tumour areas with high ABRS-P values versus areas with low ABRS-P values. INTERPRETATION: Our study indicates that AI applied on hepatocellular carcinoma digital slides is able to serve as a biomarker for progression-free survival in patients treated with atezolizumab-bevacizumab. This approach could be used in the development of inexpensive and fast biomarkers for targeted therapies. The combination of AI heatmaps with spatial transcriptomics provides insight on the molecular features associated with predictions. This methodology could be applied to other cancers or diseases and improve understanding of the biological mechanisms that drive responses to treatments. FUNDING: Institut National du Cancer, Fondation ARC, China Scholarship Council, Ligue Contre le Cancer du Val de Marne, Fondation de l'Avenir, Ipsen, and Fondation Bristol Myers Squibb Pour la Recherche en Immuno-Oncologie.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Adolescent , Adult , Female , Humans , Male , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Artificial Intelligence , Bevacizumab/therapeutic use , Biomarkers , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/genetics , Liver Neoplasms/drug therapy , Liver Neoplasms/genetics , Retrospective Studies
3.
Liver Int ; 43(6): 1332-1344, 2023 06.
Article in English | MEDLINE | ID: mdl-37088983

ABSTRACT

BACKGROUND & AIMS: Fatty change is commonly observed in hepatocellular carcinoma (HCC); however, the characteristics of steatotic and steatohepatitic HCCs are not well understood. METHODS: This retrospective study included patients with HCCs who underwent resection between January 2014 and December 2019 to evaluate clinicopathological and magnetic resonance imaging features. Tumours were categorized as magnetic resonance imaging-steatotic, pathology-steatotic and steatohepatitic HCCs and were defined as HCCs with ≥50% steatosis on in-and-oppose phase images, ≥34% tumour cells with lipid droplets and ≥50% tumour areas with steatohepatitic features on light microscopy respectively. RESULTS: Of 465 HCCs, 38 (8%), 23 (5%) and 15 (3%) were diagnosed as magnetic resonance imaging-steatotic, pathology-steatotic and steatohepatitic HCCs respectively. These HCC variants were less likely to be associated with hepatitis B virus infections than with type 2 diabetes mellitus, metabolic syndrome, non-tumour liver steatosis and steatohepatitis. Moreover, microvascular invasion was less likely to be associated with them than either tumour size or differentiation. Type 2 diabetes and non-tumour steatosis were independent risk factors for magnetic resonance imaging-steatotic HCCs. Pathology-steatotic HCCs and steatohepatitic HCCs were significantly associated with magnetic resonance imaging-steatotic HCCs. A targetoid appearance in the transitional or hepatobiliary phase was also more prevalent in steatohepatitic-HCCs than in non-steatohepatitic-HCCs. When magnetic resonance imaging-steatotic HCCs were combined with one or more ancillary features, the sensitivity and specificity were 60% and 97% respectively. CONCLUSION: Underlying fatty liver disease and metabolic syndrome are strongly associated with both steatotic and steatohepatitic HCCs. Clinicoradiological characteristics help identify steatohepatitic HCC with high specificity.


Subject(s)
Carcinoma, Hepatocellular , Diabetes Mellitus, Type 2 , Liver Neoplasms , Metabolic Syndrome , Non-alcoholic Fatty Liver Disease , Humans , Carcinoma, Hepatocellular/complications , Carcinoma, Hepatocellular/diagnostic imaging , Liver Neoplasms/diagnosis , Metabolic Syndrome/complications , Metabolic Syndrome/pathology , Retrospective Studies , Diabetes Mellitus, Type 2/complications , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Non-alcoholic Fatty Liver Disease/pathology , Magnetic Resonance Imaging , Sensitivity and Specificity , Contrast Media , Gadolinium DTPA
4.
Liver Int ; 43(11): 2538-2547, 2023 11.
Article in English | MEDLINE | ID: mdl-37577984

ABSTRACT

BACKGROUND: Surgical resection (SR) is a potentially curative treatment of hepatocellular carcinoma (HCC) hampered by high rates of recurrence. New drugs are tested in the adjuvant setting, but standardised risk stratification tools of HCC recurrence are lacking. OBJECTIVES: To develop and validate a simple scoring system to predict 2-year recurrence after SR for HCC. METHODS: 2359 treatment-naïve patients who underwent SR for HCC in 17 centres in Europe and Asia between 2004 and 2017 were divided into a development (DS; n = 1558) and validation set (VS; n = 801) by random sampling of participating centres. The Early Recurrence Score (ERS) was generated using variables associated with 2-year recurrence in the DS and validated in the VS. RESULTS: Variables associated with 2-year recurrence in the DS were (with associated points) alpha-fetoprotein (<10 ng/mL:0; 10-100: 2; >100: 3), size of largest nodule (≥40 mm: 1), multifocality (yes: 2), satellite nodules (yes: 2), vascular invasion (yes: 1) and surgical margin (positive R1: 2). The sum of points provided a score ranging from 0 to 11, allowing stratification into four levels of 2-year recurrence risk (Wolbers' C-indices 66.8% DS and 68.4% VS), with excellent calibration according to risk categories. Wolber's and Harrell's C-indices apparent values were systematically higher for ERS when compared to Early Recurrence After Surgery for Liver tumour post-operative model to predict time to early recurrence or recurrence-free survival. CONCLUSIONS: ERS is a user-friendly staging system identifying four levels of early recurrence risk after SR and a robust tool to design personalised surveillance strategies and adjuvant therapy trials.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Liver Neoplasms/pathology , Prognosis , Retrospective Studies , Postoperative Period , Neoplasm Recurrence, Local/pathology , Hepatectomy
5.
Eur Radiol ; 33(2): 1364-1377, 2023 Feb.
Article in English | MEDLINE | ID: mdl-35999373

ABSTRACT

OBJECTIVES: To investigate the imaging findings of macrotrabecular-massive hepatocellular carcinoma (MTM-HCC) on CT and MRI, and examine their diagnostic performance and prognostic significance. METHODS: We retrospectively enrolled 220 consecutive patients who underwent hepatic resection between June 2009 and December 2013 for single treatment-naïve HCC, who have preoperative CT and gadoxetic acid-enhanced MRI. Independent reviews of histopathology and imaging were performed by two reviewers. Previously reported imaging findings, LI-RADS category, and CT attenuation of MTM-HCC were investigated. The diagnostic performance of the MTM-HCC diagnostic criteria was compared across imaging modalities. RESULTS: MTM-HCC was associated with ≥ 50% arterial phase hypovascular component, intratumoral artery, arterial phase peritumoral enhancement, and non-smooth tumor margin on CT and MRI (p < .05). Arterial phase hypovascular components were less commonly observed on MRI subtraction images than on CT or MRI, while non-rim arterial phase hyperenhancement and LR-5 were more commonly observed on MRI subtraction images than on MRI (p < .05). MTM-HCC showed lower tumor attenuation in the CT arterial phase (p = .01). Rhee's criteria, defined as ≥ 50% hypovascular component and ≥ 2 ancillary findings (intratumoral artery, arterial phase peritumoral enhancement, and non-smooth tumor margin), showed similar diagnostic performance for MRI (sensitivity, 41%; specificity, 97%) and CT (sensitivity, 31%; specificity, 94%). Rhee's criteria on CT were independent prognostic factors for overall survival. CONCLUSION: The MRI diagnostic criteria for MTM-HCC are applicable on CT, showing similar diagnostic performance and prognostic significance. For MTM-HCC, arterial phase subtraction images can aid in the HCC diagnosis by depicting subtle arterial hypervascularity. KEY POINTS: • MTM-HCC on CT demonstrated previously described MRI findings, including arterial phase hypovascular component, intratumoral artery, arterial phase peritumoral enhancement, and necrosis. • The MRI diagnostic criteria for MTM-HCC were also applicable to CT, showing comparable diagnostic performance and prognostic significance. • On arterial phase subtraction imaging, MTM-HCC more frequently demonstrated non-rim enhancement and LR-5 and less frequently LR-M than MRI arterial phase, which may aid in the diagnosis of HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Retrospective Studies , Contrast Media/pharmacology , Sensitivity and Specificity , Gadolinium DTPA/pharmacology , Magnetic Resonance Imaging/methods , Tomography, X-Ray Computed/methods
6.
Hepatology ; 74(4): 1914-1931, 2021 10.
Article in English | MEDLINE | ID: mdl-33884649

ABSTRACT

BACKGROUND AND AIMS: Biliary tract cancer (BTC) exhibits diverse molecular characteristics. However, reliable biomarkers that predict therapeutic responses are yet to be discovered. We aimed to identify the molecular features of treatment responses to chemotherapy and immunotherapy in BTCs. APPROACH AND RESULTS: We enrolled 121 advanced BTC patients (68 cholangiocarcinomas [33 intrahepatic, 35 extrahepatic], 41 gallbladder cancers, and 12 Ampulla of Vater cancers) whose specimens were analyzed by clinical sequencing platforms. All patients received first-line palliative chemotherapy; 48 patients underwent programmed death 1 (PD-1)/programmed death-ligand 1 (PD-L1) blockade therapy after failed chemotherapy. Molecular and histopathological characterization was performed using targeted sequencing and immunohistochemical staining to investigate treatment response-associated biomarkers. Genomic analysis revealed a broad spectrum of mutational profiles according to anatomical location. Favorable responses to chemotherapy were observed in the small-duct type compared with the large-duct type intrahepatic cholangiocarcinoma, with frequent mutations in BRCA1-associated protein-1/isocitrate dehydrogenase 1/2 and KRAS proto-oncogene, GTPase/SMAD family member 4 genes, respectively. The molecular features were further analyzed in BTCs, and transforming growth factor beta and DNA damage response pathway-altered tumors exhibited poor and favorable chemotherapy responses, respectively. In PD-1/PD-L1 blockade-treated patients, KRAS alteration and chromosomal instability tumors were associated with resistance to immunotherapy. The majority of patients (95.0%) with these resistance factors show no clinical benefit to PD-1/PD-L1 blockade and low tumor mutational burdens. Low tumor-infiltrating lymphocyte (TIL) density in tumors with these resistance factors indicated immune-suppressive tumor microenvironments, whereas high intratumoral TIL density was associated with a favorable immunotherapy response. CONCLUSIONS: This study proposes predictive molecular features of chemotherapy and immunotherapy responses in advanced BTCs using clinical sequencing platforms. Our result provides an intuitive framework to guide the treatment of advanced BTCs benefiting from therapeutic agents based on the tumors' molecular features.


Subject(s)
Antineoplastic Agents/therapeutic use , Biliary Tract Neoplasms/drug therapy , Carcinoma/drug therapy , Immune Checkpoint Inhibitors/therapeutic use , Adult , Aged , Aged, 80 and over , Ampulla of Vater , B7-H1 Antigen/antagonists & inhibitors , Bile Duct Neoplasms/drug therapy , Bile Duct Neoplasms/genetics , Bile Ducts, Extrahepatic , Bile Ducts, Intrahepatic , Biliary Tract Neoplasms/genetics , Carcinoma/genetics , Cholangiocarcinoma/drug therapy , Cholangiocarcinoma/genetics , Common Bile Duct Neoplasms/drug therapy , Common Bile Duct Neoplasms/genetics , Female , Gallbladder Neoplasms/drug therapy , Gallbladder Neoplasms/genetics , Humans , Isocitrate Dehydrogenase/genetics , Lymphocytes, Tumor-Infiltrating , Male , Middle Aged , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Smad4 Protein/genetics , Treatment Outcome , Tumor Microenvironment , Tumor Suppressor Proteins/genetics , Ubiquitin Thiolesterase/genetics
7.
Liver Int ; 42(1): 199-209, 2022 01.
Article in English | MEDLINE | ID: mdl-34490997

ABSTRACT

BACKGROUND & AIMS: Extrahepatic metastasis from hepatocellular carcinoma (HCC) is a catastrophic event, yet organ-specific pathological characteristics of metastatic HCC remain unclear. We aimed to characterize the pathological aspects of HCC metastases to various organs. METHODS: We collected intrahepatic HCC (cohort 1, n = 322) and extrahepatic metastatic HCC (cohort 2, n = 130) samples. Clinicopathological evaluation and immunostaining for K19, CD34, αSMA, fibroblast-associated protein (FAP), CAIX, VEGF, PD-L1, CD3, CD8, Foxp3, CD163 and epithelial-mesenchymal transition (EMT)-related markers were performed. RESULTS: Independent factors for extrahepatic metastasis included BCLC stage B-C, microvascular invasion (MVI), vessels encapsulating tumour clusters (VETC)-HCC, K19 and FAP expression, and CD163+ macrophage infiltration (cohort 1, P < .05 for all). Lung metastases (n = 63) had the highest proportion of VETC-HCC and macrotrabecular-massive (MTM)-HCC. Lymph node metastases (n = 19) showed significantly high rates of EMT-high features, K19 expression, fibrous tumour stroma with αSMA and FAP expression, high immune cell infiltration, PD-L1 expression (combined positive score), CD3+, CD8+, Foxp3+ T cell and CD163+ macrophage infiltration (adjusted P < .05 for all). In both cohorts, EMT-high HCCs showed higher rates of K19 expression, fibrous tumour stroma, high immune cell infiltration, PD-L1 expression and CD3+ T cell infiltration, whereas EMT-low HCCs were more frequent among VETC-HCCs (P < .05 for all). Overall phenotypic features were not significantly different between paired primary-metastatic HCCs (n = 32). CONCLUSIONS: Metastatic HCCs to various organs showed different pathological features. VETC and MTM subtypes were related to lung metastasis, whereas K19 expression, EMT-high features with fibrous tumour stroma and high immune cell infiltration were related to lymph node metastasis.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/pathology , Epithelial-Mesenchymal Transition , Humans , Liver Neoplasms/pathology , Lung , Lymphatic Metastasis
8.
Eur Radiol ; 32(8): 5119-5133, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35258675

ABSTRACT

HCC is a heterogeneous group of tumors in terms of histology, genetic aberration, and protein expression. Advancements in imaging techniques have allowed imaging diagnosis to become a critical part of managing HCC in the clinical setting, even without pathologic diagnosis. With the identification of many HCC subtypes, there is increasing correlative evidence between imaging phenotypes and histologic, molecular, and genetic characteristics of various HCC subtypes. In this review, current knowledge of histologic heterogeneity of HCC correlated to features on gadolinium-enhanced dynamic liver MRI will be discussed. In addition, HCC subtype classification according to transcriptomic profiles will be outlined with descriptions of histologic, genetic, and molecular characteristics of some relatively well-established morphologic subtypes, namely the low proliferation class (steatohepatitic HCC and CTNNB1-mutated HCC) and the high proliferation class (macrotrabecular-massive HCC (MTM-HCC), scirrhous HCC, and CK19-positive HCC). Characteristics of sarcomatoid HCC and fibrolamellar HCC will also be discussed. Further research on radiological characteristics of HCC subtypes may ultimately enable non-invasive diagnosis and serve as a biomarker in predicting prognosis, molecular characteristics, and therapeutic response. In the era of precision medicine, a multidisciplinary effort to develop an integrated radiologic and clinical diagnostic system of various HCC subtypes is necessary. KEY POINTS: • HCC is a heterogeneous group of tumors in terms of histology, genetic aberration, and protein expression, which can be divided into many subtypes according to transcriptome profiles. • There is increasing evidence of a correlation between imaging phenotypes and histologic, genetic, and molecular biologic characteristics of various HCC subtypes. • Imaging characteristics may ultimately enable non-invasive diagnosis and subtype characterization, serving as a biomarker for predicting prognosis, molecular characteristics, and therapeutic response.


Subject(s)
Biological Products , Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/metabolism , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , Magnetic Resonance Imaging/methods , Prognosis
9.
Carcinogenesis ; 42(9): 1208-1220, 2021 10 05.
Article in English | MEDLINE | ID: mdl-34293111

ABSTRACT

Alternative splicing of RNA transcripts plays an important role in cancer development and progression. Recent advances in RNA-seq technology have made it possible to identify alternately spliced events in various types of cancer; however, research on hepatocellular carcinoma (HCC) is still limited. Here, by performing RNA-seq profiling of HCC transcripts at isoform level, we identified tumor-specific and molecular subtype-dependent expression of the USO1 isoforms, which we designated as a normal form USO1-N (XM_001290049) and a tumor form USO1-T (NM_003715). The expression of USO1-T, but not USO1-N, was associated with worse prognostic outcomes of HCC patients. We confirmed that the expression of USO1-T promoted an aggressive phenotype of HCC, both in vitro and in vivo. In addition, structural modeling analyses revealed that USO1-T lacks an ARM10 loop encoded by exon 15, which may weaken the dimerization of USO1 and its tethering to GM130. We demonstrated that USO1-T ensured unstacking of the Golgi and accelerated the vesicles trafficking from endoplasmic reticulum (ER) to Golgi and plasma membrane in multiple liver cancer cells. ERK and GRASP65 were found to be involved in the USO1-T-mediated Golgi dysfunction. Conclusively, we provide new mechanophysical insights into the USO1 isoforms that differentially regulate the ER-Golgi network, promoting the heterogeneous HCC progression.


Subject(s)
Carcinoma, Hepatocellular/pathology , Endoplasmic Reticulum/metabolism , Golgi Apparatus/metabolism , Golgi Matrix Proteins/metabolism , Liver Neoplasms/pathology , Vesicular Transport Proteins/metabolism , Carcinoma, Hepatocellular/metabolism , Disease Progression , Exons , Golgi Matrix Proteins/genetics , Humans , Liver Neoplasms/metabolism , Protein Isoforms/genetics , Protein Isoforms/metabolism , Protein Multimerization , Protein Transport , RNA Splicing , Vesicular Transport Proteins/genetics
10.
J Hepatol ; 74(1): 109-121, 2021 01.
Article in English | MEDLINE | ID: mdl-32818570

ABSTRACT

BACKGROUND & AIMS: Despite the clinical and genetic significance of macrotrabecular-massive hepatocellular carcinoma (MTM-HCC), its characteristics on imaging have not been described. This study aimed to characterise MTM-HCC on gadoxetic acid-enhanced MRI and to evaluate the diagnostic accuracy and prognostic value of these imaging characteristics. METHODS: We enrolled 3 independent cohorts from 2 tertiary care centres. The 3 cohorts consisted of a total of 476 patients who underwent gadoxetic acid-enhanced MRI and surgical resection for treatment-naïve single HCCs. Independent review of histopathology and MRI by 2 reviewers was performed for each cohort, and inter-reader agreement was evaluated. Based on the result of MRI review in the training cohort (cohort 1), we developed 2 diagnostic criteria for MTM-HCC and evaluated their prognostic significance. The diagnostic performance and prognostic significance were validated in 2 validation cohorts (cohorts 2 and 3). RESULTS: We developed 2 diagnostic MRI criteria (MRIC) for MTM-HCC: MRIC-1, ≥20% arterial phase hypovascular component; MRIC-2, ≥50% hypovascular component and 2 or more ancillary findings (intratumoural artery, arterial phase peritumoural enhancement, and non-smooth tumour margin). MRIC-1 showed high sensitivity and negative predictive value (88% and 95% in the training cohort, and 88% and 97% in the pooled validation cohorts, respectively), whereas MRIC-2 demonstrated moderate sensitivity and high specificity (47% and 94% in the training cohort, and 46% and 96% in the pooled validation cohorts, respectively). MRIC-2 was an independent poor prognostic factor for overall survival in both training and pooled validation cohorts. CONCLUSIONS: Using gadoxetic acid-enhanced MRI findings, including an arterial phase hypovascular component, we could stratify the probability of MTM-HCC and non-invasively obtain prognostic information. LAY SUMMARY: Macrotrabecular-massive hepatocellular carcinoma (MTM-HCC) is a histopathologic subtype of HCC characterised by aggressive biological behaviour and poor prognosis. We developed imaging criteria based on liver MRI that could be used for the non-invasive diagnosis of MTM-HCC. HCCs showing imaging findings of MTM-HCC were associated with poor outcomes after hepatic resection.


Subject(s)
Carcinoma, Hepatocellular , Gadolinium DTPA/pharmacology , Hepatectomy/methods , Liver Neoplasms , Liver , Magnetic Resonance Imaging/methods , Biopsy/methods , Carcinoma, Hepatocellular/blood supply , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Carcinoma, Hepatocellular/surgery , Contrast Media/pharmacology , Female , Humans , Image Enhancement/methods , Liver/diagnostic imaging , Liver/pathology , Liver Neoplasms/blood supply , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Liver Neoplasms/surgery , Male , Middle Aged , Predictive Value of Tests , Prognosis , Republic of Korea/epidemiology , Sensitivity and Specificity , Survival Analysis , Tumor Burden
11.
Ann Surg ; 274(6): e1170-e1178, 2021 12 01.
Article in English | MEDLINE | ID: mdl-31972640

ABSTRACT

OBJECTIVE: To investigate whether subclassification of microscopic vascular invasion (MiVI) affects the long-term outcome after curative surgical resection or liver transplantation (LT) in patients with hepatocellular carcinoma (HCC). SUMMARY OF BACKGROUND DATA: The most important factor for TNM staging in HCC is MiVI, which includes all vascular invasions detected on microscopic examination. However, there is a broad spectrum of current definitions for MiVI. METHODS: In total, 412 consecutive patients with HCC who underwent curative surgical resection without any preoperative treatment or gross vascular invasion were histologically evaluated for MiVI. Patients with MiVI were subclassified into 2 groups: microvessel invasion (MI; n = 164) only and microscopic portal vein invasion (MPVI; n = 36). Clinicopathologic features were compared between 2 groups (MI vs MPVI), whereas disease-free survival (DFS) and overall survival (OS) after resection were analyzed among 3 groups (no vascular invasion [NVI] vs MI vs MPVI). These subclassifications were validated in a cohort of 197 patients with HCC who underwent LT. RESULTS: The MPVI group showed more aggressive tumor characteristics, such as higher tumor marker levels (alpha-fetoprotein, P = 0.006; protein induced by vitamin K absence-II, P = 0.001) and poorer differentiation (P = 0.011), than the MI group. In multivariate analysis, both MI and MPVI were independent prognostic factors for DFS (P = 0.001 and <0.001, respectively) and OS (P = 0.005 and <0.001, respectively). In the validation cohort, 5-year DFS was 89%, 67.9%, and 0% in the NVI, MI, and MPVI groups, respectively (P < 0.001), whereas 5-year OS was 79.1%, 55.0%, and 15.4%, respectively (P < 0.001). CONCLUSIONS: Based on subclassification of MiVI in HCC, MPVI was associated with more aggressive clinicopathologic characteristics and poorer survival than MI only. Therefore, the original MiVI classification should be divided into MI and MPVI.


Subject(s)
Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Neoplasm Invasiveness/pathology , Vascular Neoplasms/secondary , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/surgery , Female , Humans , Liver Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging
12.
Hepatology ; 71(1): 183-195, 2020 01.
Article in English | MEDLINE | ID: mdl-31206715

ABSTRACT

We investigated the clinical significance of a vascular growth pattern of hepatocellular carcinoma (HCC), the vessels that encapsulate tumor clusters (VETC), previously linked to HCC metastatic dissemination. VETC was assessed in a large multi-institutional cohort of 541 resected HCCs from Italy, Korea and Japan, and matched against a full spectrum of clinical and pathological variables. The VETC phenotype (defined as ≥ 55% tumor area by CD34 immunostaining) was easily reproducible and reliably detectable in whole sections and small-sized tissues of tissue microarray. VETC HCCs represented 18.9% of the whole series, the lowest proportion occurring in the cohort with smallest tumors (8.7%, Japanese series). VETC was significantly associated with several clinical and pathological features such as high alfa-fetoprotein (AFP) level, tumor size greater than 5 cm, poor differentiation, macrotrabecular pattern, less compact pattern, less inflammatory infiltrates, and frequent microvascular invasion. VETC was associated with early recurrence (hazard ratio [HR]: 1.52 [1.06-2.19], P = 0.023), disease-free survival (HR: 1.66 [1.21-2.27], P = 0.002), and overall survival (HR: 2.26 [1.37-3.72], P = 0.001) at multivariable analysis. VETC affected the survival in HCC patients stratified for etiology (hepatitis C virus/hepatitis B virus), vascular invasion, and specific molecular phenotypes (ß-catenin/GS+). This distinct vascular pattern was enriched in the recently reported macrotrabecular massive HCC subtype, which was seen in 7.8% (42 of 541) of patients and associated with high AFP levels and poor differentiation. Conclusion: The VETC pattern was found to be easily detectable in a consistent fraction of HCC and a powerful pathological finding affecting survival. This study suggests that the heterogeneous pattern of angiogenesis is involved in HCC behavior.


Subject(s)
Carcinoma, Hepatocellular/blood supply , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/blood supply , Liver Neoplasms/pathology , Neovascularization, Pathologic/pathology , Cohort Studies , Female , Humans , Male , Middle Aged , Prognosis , Retrospective Studies
13.
Liver Int ; 41(7): 1662-1674, 2021 07.
Article in English | MEDLINE | ID: mdl-33638929

ABSTRACT

BACKGROUND & AIMS: Late recurrence of hepatocellular carcinoma (HCC) is regarded as de novo HCC from chronic hepatitis. This study investigated clinicopathological and molecular factors to develop a nomogram for predicting late HCC recurrence (>2 years after curative resection). METHODS: The training and validation cohorts included HCC patients with a major aetiology of hepatitis B who underwent curative resection. Clinicopathological features including lobular and porto-periportal inflammatory activity, fibrosis and liver cell change were evaluated. Proteins encoded by genes related to late recurrence were identified using a reverse phase protein array of 95 non-tumourous liver tissues. Immunoexpression of phosphorylated signal transducer and activator of transcription 3 (pSTAT3), plasminogen activator inhibitor-1, phosphorylated extracellular signal-regulated kinase 1/2 (pERK1/2) and spleen tyrosine kinase (SYK) was measured. RESULTS: Late recurrence occurred in 74/402 (18%) and 47/243 (19%) in the training and validation cohorts respectively. Cirrhosis, moderate/severe lobular inflammatory activity, and expression of pSTAT3, pERK1/2, and SYK proteins correlated to the gene signature of hepatocyte injury and regeneration were independently associated with late recurrence, with odds ratios (95% confidence intervals) of 2.0 (1.2-3.3), 21.1 (4.3-102.7) and 6.0 (2.1-17.7) respectively (P < .05 for all). A nomogram based on these variables (histological parameters and immunohistochemical marker combinations) showed high reliability in both the training and validation cohorts (Harrell's C index: 0.701 and 0.716; 95% confidence intervals: 0.64-0.76 and 0.64-0.79 respectively). CONCLUSIONS: The combination of pSTAT3, pERK1/2 and SYK immunoexpression with high lobular inflammatory activity and cirrhosis (fibrosis) predicts late HCC recurrence.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/surgery , Hepatectomy , Humans , Liver Neoplasms/surgery , Neoplasm Recurrence, Local , Reproducibility of Results , Retrospective Studies
14.
Eur Radiol ; 31(7): 4492-4503, 2021 Jul.
Article in English | MEDLINE | ID: mdl-33409787

ABSTRACT

OBJECTIVES: To compare the performance of current guidelines applicable to the diagnosis of hepatocellular carcinomas (HCCs) using gadoxetic acid-enhanced magnetic resonance imaging (MRI). METHODS: Two hundred and forty-one hepatic lesions (149 HCCs, six other malignancies, 86 benign lesions) in 177 patients at risk of HCC without a history of previous treatment for hepatic malignancy in a tertiary center were retrospectively reviewed. Either histopathology results or long-term (> 24 months) follow-up images were used as a standard of reference. All lesions were categorized according to the Liver Imaging Reporting and Data System (LI-RADS), European Association for the Study of the Liver (EASL), Asian Pacific Association for the Study of the Liver (APASL), and Korean Liver Cancer Study Group-National Cancer Center (KLCSG-NCC) guidelines. The sensitivity and specificity thereof were assessed using a generalized estimation equation. RESULTS: For gadoxetic acid-enhanced MRI, LI-RADS (95%, 95% confidence interval [CI] 88-98) and EASL (94%, 95% CI 86-97) yielded the highest specificity, while EASL yielded the lowest sensitivity (54% [95% CI 46-62]). APASL yielded the highest sensitivity (91% [95% CI 86-95]) with the lowest specificity (78% [95% CI 69-86]). KLCSG-NCC showed balanced sensitivity (85% [79-90]) and specificity (88% [95% CI 80-93]). Differences were more prominent in small nodules between 1 and 2 cm. CONCLUSION: The diagnostic performance of current guidelines for HCC on gadoxetic acid-enhanced MRI was significantly different, and a potential inverse association between sensitivity and specificity was observed. KEY POINTS: • EASL and LI-RADS yielded the highest specificity with the lowest sensitivity, whereas APASL yielded the highest sensitivity with the lowest specificity. • Differences in the diagnostic performances of guidelines were prominent in small nodules between 1 and 2 cm. • Additional evaluation of CT findings improved the diagnostic sensitivity and accuracy of EASL and LI-RADS. Although doing so decreased specificity, it remained above 89-90%.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/diagnostic imaging , Contrast Media , Gadolinium DTPA , Humans , Liver Neoplasms/diagnostic imaging , Magnetic Resonance Imaging , Retrospective Studies , Sensitivity and Specificity
15.
Eur Radiol ; 31(4): 2321-2331, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33044650

ABSTRACT

OBJECTIVE: It is controversial to adopt non-invasive diagnostic criteria of hepatocellular carcinoma (HCC) in subcentimeter lesions. This study was aimed to define the optimal noninvasive diagnostic criteria of subcentimeter HCC and to evaluate the effect on tumor staging. METHODS: We included 110 treatment-naïve patients at risk of HCC and eligible for curative treatment who had subcentimeter lesions (n = 136) on gadoxetic acid-enhanced magnetic resonance imaging (MRI) performed between January 2013 and December 2013. Modified diagnostic criteria for subcentimeter HCC were developed using logistic regression analysis. Accuracies of MR staging with and without using the modified criteria were compared by generalized estimating equation test using pathologic staging as reference standards. Subgroup analysis was performed for patients with co-existing HCC ≥ 1 cm (co-HCC). RESULTS: The modified criteria (presence of co-HCC, arterial phase hyperenhancement, and hypointensity on transitional phase [TP]) showed 61.5% (95% CI, 41.6-78.2) of sensitivity and 98.2% (95% CI, 93.0-99.5) of specificity. Including subcentimeter HCCs improved the accuracy of MR staging from 84.5 to 94.5% (p = 0.001). Fifty percent of subcentimeter lesions found in patients with co-HCCs were HCC, whereas 5.9% of them without co-HCCs were HCC (p = 0.001). In the subgroup with co-HCCs, the accuracy of MR staging with subcentimeter HCCs was improved from 69.0% to 92.8% (p = 0.001). CONCLUSIONS: Including subcentimeter HCCs based on the modified diagnostic criteria (co-existing HCC ≥ 1 cm, arterial phase hyperenhancement, and hypointensity on TP) improved MR staging accuracy. KEY POINTS: • Fifty percent of non-benign appearing subcentimeter lesions found in patients with co-HCCs were HCC, whereas 5.9% of them without co-HCCs were HCC (p = 0.001). • Including subcentimeter HCCs improved the accuracy of MR staging from 84.5 to 94.5% (p = 0.001).


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/pathology , Contrast Media , Gadolinium DTPA , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Magnetic Resonance Imaging , Neoplasm Staging , Retrospective Studies , Sensitivity and Specificity
16.
HPB (Oxford) ; 23(7): 1113-1122, 2021 07.
Article in English | MEDLINE | ID: mdl-33309568

ABSTRACT

BACKGROUND: The prevalence of non-alcoholic fatty liver disease-related hepatocellular carcinoma (NAFLD-HCC) has increased parallelly with that of metabolic syndrome. This study aimed to compare the clinical and survival outcomes of NAFLD-HCC and HBV-related HCC(HBV-HCC). METHODS: The medical records of patients who underwent hepatectomy for HCC at Severance Hospital between 2005 and 2015 were retrospectively reviewed. Occult HBV infection was identified by nested PCR. Propensity score matching (PSM) was conducted to minimize lead-time bias caused by the lack of surveillance in NAFLD patients. Surgical and oncologic outcomes were compared between the two groups. RESULTS: There were 32 patients (7%) with NAFLD-HCC, 200 (46%) with HBV-HCC, and 194 (44%) with HBV/NAFLD-HCC (HBV and NAFLD). Before PSM, cirrhosis was more frequently detected in HBV-HCC patients (55% vs 15%, p < 0.001) and the average tumor size was larger in the NAFLD-HCC group than in the HBV-HCC group (4.4 ± 3.3 cm vs 3.4 ± 1.8 cm, p = 0.014). After a median follow-up of 74 months (range 0-157 months), survival analyses before PSM showed better 5-year overall survival (OS) in HBV-HCC patients than in NAFLD-HCC patients (80% vs 63%, p = 0.041). After PSM, 5-year OS rates were similar (60% vs 63%, p = 0.978). There were no differences between the groups in recurrence-free or disease-specific survival before and after PSM. CONCLUSION: Patients with NAFLD-HCC were less likely to have underlying cirrhosis but more likely to have larger tumors at the time of diagnosis than patients with HBV-HCC. The OS of patients with NAFLD-HCC appeared to be worse than that of patients with HBV-HCC. Therefore, active HCC surveillance is recommended in patients with metabolic syndrome for the early detection of HCC.


Subject(s)
Carcinoma, Hepatocellular , Hepatitis B , Liver Neoplasms , Non-alcoholic Fatty Liver Disease , Carcinoma, Hepatocellular/surgery , Hepatectomy/adverse effects , Hepatitis B/complications , Hepatitis B/diagnosis , Humans , Liver Neoplasms/surgery , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/surgery , Retrospective Studies
17.
HPB (Oxford) ; 22(6): 864-873, 2020 06.
Article in English | MEDLINE | ID: mdl-31735647

ABSTRACT

BACKGROUND: Intrahepatic cholangiocarcinoma (iCCA) is subclassified into mass-forming (MF), periductal-infiltrative (PI), and mixed types grossly; however, their clinicopathological significance remains controversial. METHODS: Clinicopathological characteristics of iCCA gross types were analysed according to histopathological type (small-duct, large-duct, indeterminate) or cholangiolocellular differentiation trait (CDT) in 108 iCCAs. The expression levels of inflammation-marker (CRP, FGB) and proliferation-marker (phospho-ERK1/2, Ki-67) were evaluated by immunohistochemistry. RESULTS: There were 87 MF, 8 PI, and 13 mixed-gross type. Small-duct-type (39, 44.8%) and CDT (19, 21.8%) were found only in MF-gross type. The inflammation-marker expression was higher in MF-type than in PI- and mixed-gross types (P = 0.023). It was high in small-duct-type, middle in indeterminate-type, and low in large-duct-type (P = 0.015), and iCCAs with CDT showed higher inflammation-marker expression compared to those without (P < 0.001). Proliferation-marker expression did not differ according to gross type; however it was lower in iCCA with CDT compared to those without (P = 0.004). Subgrouping of the gross type according to histopathological type or CDT revealed that MF-type with small-duct-type or CDT had better overall survival compared to the others (P < 0.05). CONCLUSION: MF-type iCCA is more heterogeneous than other gross types. High inflammation-marker/low proliferation-marker expression in MF-type with CDT or small-duct-type may be related to a good outcome.


Subject(s)
Bile Duct Neoplasms , Cholangiocarcinoma , Bile Duct Neoplasms/surgery , Cell Proliferation , Cholangiocarcinoma/surgery , Humans , Inflammation , Phenotype
18.
J Hepatol ; 70(4): 692-699, 2019 04.
Article in English | MEDLINE | ID: mdl-30553839

ABSTRACT

BACKGROUND & AIMS: Imaging characteristics for discriminating the malignant potential of intraductal papillary neoplasm of the bile duct (IPNB) still remain unclear. This study aimed to define the magnetic resonance (MR) imaging findings that help to differentiate IPNB with an associated invasive carcinoma from IPNB with intraepithelial neoplasia and to investigate their significance with respect to long-term outcomes in patients with surgically resected IPNB. METHODS: This retrospective study included 120 patients with surgically resected IPNB who underwent preoperative MR imaging with MR cholangiography before surgery from January 2008 and December 2017 in two tertiary referral centers. Clinical and MR imaging features of IPNB with intraepithelial neoplasia (n = 34) and IPNB with an associated invasive carcinoma (n = 86) were compared. Regarding significant features for discriminating IPNB with or without an associated invasive carcinoma, recurrence-free survival (RFS) rates were evaluated. RESULTS: Significant MR imaging findings for differentiating IPNB with an associated invasive carcinoma from IPNB with intraepithelial neoplasia were intraductal visible mass, tumor size ≥2.5 cm, multiplicity of the tumor, bile duct wall thickening, and adjacent organ invasion (all p ≤0.002). The 1-, 3-, and 5-year RFS rates for surgically resected IPNB were 93.8%, 79.1%, and 70.0%, respectively. RFS rates were significantly lower in patients with each significant MR imaging finding of IPNB with an associated invasive carcinoma than in those without significant MR imaging findings (all p ≤0.039). CONCLUSIONS: MR imaging with MR cholangiography may be helpful in differentiating IPNB with an associated invasive carcinoma from IPNB with intraepithelial neoplasia. Significant MR imaging findings of IPNB with an associated invasive carcinoma have a negative impact on RFS. LAY SUMMARY: Significant magnetic resonance imaging findings that differentiated between an intraductal papillary neoplasm of the bile duct (IPNB) with an associated invasive carcinoma and an IPNB with intraepithelial neoplasia were intraductal visible mass, tumor size ≥2.5 cm, multiplicity of the tumor, bile duct wall thickening, and adjacent organ invasion. Significant magnetic resonance imaging findings of invasive IPNB have a negative impact on recurrence-free survival.


Subject(s)
Bile Duct Neoplasms/diagnostic imaging , Bile Duct Neoplasms/mortality , Bile Ducts, Intrahepatic/diagnostic imaging , Cholangiocarcinoma/diagnostic imaging , Cholangiocarcinoma/mortality , Cholangiopancreatography, Magnetic Resonance/methods , Adult , Aged , Aged, 80 and over , Bile Ducts, Intrahepatic/pathology , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Recurrence, Local , Retrospective Studies , Survival Rate
19.
Eur Radiol ; 29(6): 3111-3121, 2019 06.
Article in English | MEDLINE | ID: mdl-30560357

ABSTRACT

OBJECTIVES: To investigate the clinicopathologic significance of a subclassification of mass-forming intrahepatic cholangiocarcinoma (MF-iCCA) into ductal and parenchymal types based on magnetic resonance imaging (MRI) METHODS: We enrolled 72 consecutive patients, in whom MF-iCCA was diagnosed on preoperative MRI and surgical resection from January 2000 to March 2013. Two readers independently evaluated MRI findings of adjacent bile duct dilation, periductal tumor spread, and presence of diffuse dilatation or abnormality of the intrahepatic bile duct. MF-iCCAs with none of the aforementioned findings were defined as parenchymal type, and those with one or more findings were defined as ductal type. The enhancement pattern in the arterial phase was also evaluated. Clinical and histopathological findings, as well as post-surgical outcomes, were collected from medical records. RESULTS: Parenchymal-type MF-iCCA (21/78, 27%) exhibited significantly lower serum carbohydrate antigen 19-9 (12.8 vs. 173.8 U/mL) and carcinoembryonic antigen (1.7 vs. 4.2 ng/mL), more frequent viral hepatitis (43% vs. 18%), less frequent biliary intraepithelial neoplasia (0% vs. 26%), and less frequent perineural invasion (0% vs. 59%) and lymph node metastasis (7% vs. 46%), compared with the ductal type (57/78, 73%) (p < 0.05 for all). Parenchymal-type MF-iCCA showed more frequent arterial hypervascularity (p = 0.001) and better overall survival (p = 0.030) than the ductal type. CONCLUSION: Subclassification of MF-iCCAs into parenchymal and ductal types may be useful to discriminate clinical and histopathological characteristics and post-surgical outcomes. KEY POINTS: • We propose subclassification of mass-forming intrahepatic cholangiocarcinoma (MF-iCCA) as parenchymal and ductal types, on the basis of magnetic resonance imaging findings of biliary abnormality. • Two types of MF-iCCAs exhibit different clinical and histopathological characteristics and post-surgical outcomes.


Subject(s)
Bile Duct Neoplasms/diagnostic imaging , Cholangiocarcinoma/diagnostic imaging , Adult , Aged , Bile Duct Neoplasms/pathology , Bile Duct Neoplasms/surgery , Bile Ducts, Intrahepatic , CA-19-9 Antigen/blood , Carcinoembryonic Antigen/blood , Cholangiocarcinoma/pathology , Cholangiocarcinoma/secondary , Cholangiocarcinoma/surgery , Diagnosis, Differential , Female , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Liver Neoplasms/surgery , Lymphatic Metastasis/pathology , Magnetic Resonance Imaging/methods , Male , Middle Aged , Prognosis , Retrospective Studies , Treatment Outcome
20.
Exp Mol Pathol ; 111: 104319, 2019 12.
Article in English | MEDLINE | ID: mdl-31676327

ABSTRACT

INTRODUCTION: Cirrhosis primes the liver for hepatocellular carcinoma (HCC) development. However, biomarkers that predict HCC in cirrhosis patients are lacking. Thus, we aimed to identify a biomarker directly from protein analysis and relate it with transcriptomic data to validate in larger cohorts. MATERIAL AND METHOD: Forty-six patients who underwent hepatectomy for HCC that arose from cirrhotic liver were enrolled. Reverse-phase protein array and microarray data of these patients were analyzed. Clinical validation was performed in two independent cohorts and functional validation using cell and tissue microarray (TMA). RESULTS: Systematic analysis performed after selecting 20 proteins from 201 proteins with AUROC >70 effectively categorized patients into high (n = 20) or low (n = 26) risk HCC groups. Proteome-derived late recurrence (PDLR)-gene signature comprising 298 genes that significantly differed between high and low risk groups predicted HCC well in a cohort of 216 cirrhosis patients and also de novo HCC recurrence in a cohort of 259 patients who underwent hepatectomy. Among 20 proteins that were selected for analysis, caveolin-1 (CAV1) was the most dominant protein that categorized the patients into high and low risk groups (P < .001). In a multivariate analysis, compared with other clinical variables, the PDLR-gene signature remained as a significant predictor of HCC (HR 1.904, P = .01). In vitro experiments revealed that compared with mock-transduced immortalized liver cells, CAV1-transduced cells showed significantly increased proliferation (P < .001) and colony formation in soft agar (P < .033). TMA with immunohistochemistry showed that tissues with CAV1 expression were more likely to develop HCC than tissues without CAV1 expression (P = .047). CONCLUSION: CAV1 expression predicts HCC development, making it a potential biomarker and target for preventive therapy.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Hepatocellular/diagnosis , Caveolin 1/metabolism , Cell Proliferation , Liver Cirrhosis/complications , Liver Neoplasms/diagnosis , Neoplasm Recurrence, Local/diagnosis , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/etiology , Carcinoma, Hepatocellular/metabolism , Caveolin 1/genetics , Gene Expression Profiling , Humans , Liver Neoplasms/etiology , Liver Neoplasms/metabolism , Neoplasm Recurrence, Local/etiology , Neoplasm Recurrence, Local/metabolism , Prognosis , Protein Array Analysis , Retrospective Studies , Tumor Cells, Cultured
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