1
|
Liang Y, Wu H, Wei X. Development and validation of a CT-based nomogram for accurate hepatocellular carcinoma detection in high risk patients. Front Oncol 2024; 14:1374373. [PMID: 39165686 PMCID: PMC11333883 DOI: 10.3389/fonc.2024.1374373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/18/2024] [Indexed: 08/22/2024] Open
Abstract
Purpose To establish and validate a CT-based nomogram for accurately detecting HCC in patients at high risk for the disease. Methods A total of 223 patients were divided into training (n=161) and validation (n=62) cohorts between January of 2017 and May of 2022. Logistic analysis was performed, and clinical model and radiological model were developed separately. Finally, a nomogram was established based on clinical and radiological features. All models were evaluated using the area under the curve (AUC). DeLong's test was used to evaluate the differences among these models. Results In the multivariate analysis, gender (p = 0.014), increased Alpha-fetoprotein (AFP) (p = 0.017), non-rim arterial phase hyperenhancement (APHE) (p = 0.011), washout (p = 0.011), and enhancing capsule (p = 0.001) were the independent differential predictors of HCC. A nomogram was formed with well-fitted calibration curves based on these five factors. The area under the curve (AUC) of the nomogram in the training and validation cohorts was 0.961(95%CI: 0.935~0.986) and 0.979 (95% CI: 0.949~1), respectively. The nomogram outperformed the clinical and the radiological models in training and validation cohorts. Conclusion The nomogram incorporating clinical and CT features can be a simple and reliable tool for detecting HCC and achieving risk stratification in patients at high risk for HCC.
Collapse
Affiliation(s)
- Yingying Liang
- The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
- Department of Radiology, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Hongzhen Wu
- Department of Radiology, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| | - Xinhua Wei
- The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China
- Department of Radiology, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou, Guangdong, China
| |
Collapse
|
2
|
Li X, Li Y, Yuan J, Zhang W, Xu T, Jing R, Ju S. Serum tRF-33-RZYQHQ9M739P0J as a novel biomarker for auxiliary diagnosis and disease course monitoring of hepatocellular carcinoma. Heliyon 2024; 10:e30084. [PMID: 38707447 PMCID: PMC11068615 DOI: 10.1016/j.heliyon.2024.e30084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 04/19/2024] [Accepted: 04/19/2024] [Indexed: 05/07/2024] Open
Abstract
Objective In most cases, patients with hepatocellular carcinoma (HCC) develop advanced disease when diagnosed. Finding new molecules to combine with traditional biomarkers is crucial for HCC early diagnosis. In cancer development, tRNA-derived small RNAs (tsRNA) play a crucial role. Here, we aimed to identify a novel biomarker among tsRNAs that can facilitate HCC diagnosis and monitor its prognosis. Methods We screened candidate tsRNAs in 3 pairs of HCC and adjacent tissues through high-throughput sequencing. tRF-33-RZYQQ9M739P0J was screened in tissues, sera, and cells through quantitative real-time polymerase chain reaction (qRT-PCR) for further analysis. tRF-33-RZYQHQ9M739P0J was characterized using agarose gel electrophoresis, Sanger sequencing, and nuclear and cytoplasmic RNA isolation. Experiments at room temperature and repeated freeze-thaw cycles were conducted to evaluate the detection performance of tRF-33-RZYQHQ9M739P0J. We measured the levels of differential expression of tRF-33-RZYQHQ9M739P0J in sera using qRT-PCR. We applied the chi-square test to evaluate the correlation between tRF-33-RZYQHQ9M739P0J expression levels and clinicopathological features, and assessed its prognostic value by plotting Kaplan-Meier curves. The diagnostic efficacy of tRF-33-RZYQHQ9M739P0J was evaluated using the receiver operating characteristic (ROC) curve. Finally, the downstream genes related to tRF-33-RZYQHQ9M739P0J were explored through bioinformatics prediction. Results tRF-33-RZYQHQ9M739P0J was highly expressed in HCC tissues and sera, and its expression was correlated with metastasis, TNM stage, BCLC stage, and vein invasion. Expression of tRF-33-RZYQHQ9M739P0J were decreased after surgery in patients with HCC. High serum tRF-33-RZYQHQ9M739P0J levels are associated with low survival rates, and they can predict survival times in patients with HCC according to the Kaplan-Meier analysis. Combining tRF-33-RZYQHQ9M739P0J with serum alpha-fetoprotein and prothrombin induced by vitamin K absence II can improve the diagnostic efficiency of HCC, suggesting its potential as a biomarker for HCC. Conclusion tRF-33-RZYQHQ9M739P0J may not only be a promising non-invasive marker for early diagnosis, but also a predictor of liver cancer progression.
Collapse
Affiliation(s)
- Xian Li
- Medical School of Nantong University, Nantong, Jiangsu, 226001, China
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
| | - Yang Li
- Medical School of Nantong University, Nantong, Jiangsu, 226001, China
| | - Jie Yuan
- Medical School of Nantong University, Nantong, Jiangsu, 226001, China
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
| | - Weiwei Zhang
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
| | - Tianxin Xu
- Medical School of Nantong University, Nantong, Jiangsu, 226001, China
| | - Rongrong Jing
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
| | - Shaoqing Ju
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
| |
Collapse
|
3
|
Li S, Kong D, Zhang W, Li Y, Wang H, Yang R, Sun Q, Wang Z, Zhang Z. Low SAA4 gene expression is associated with advanced HCC stage and a poor prognosis. Clin Exp Med 2024; 24:31. [PMID: 38300370 PMCID: PMC10834558 DOI: 10.1007/s10238-023-01279-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 11/20/2023] [Indexed: 02/02/2024]
Abstract
At present, although there are tumor markers for hepatocellular carcinoma (HCC), markers with better predictive efficiency are needed. SAA4 gene expression in liver tumor and paracancerous tissues was analyzed using The Cancer Genome Atlas database. The differentially expressed genes (DEGs) were analyzed and visualized by heatmap and volcano plot. Survival analysis was performed based on SAA4 expression. SAA4 expression was compared in patients grouped based on clinicopathological features, and gene set enrichment analysis (GSEA) was conducted. Immunohistochemical staining was used to verify the SAA4 protein staining intensity from The Human Protein Atlas database and our center's samples. The diagnostic value of SAA4 for HCC was evaluated by receiver operating characteristic curves. SAA4 was expressed at low levels in HCC tissues, and low SAA4 expression was associated with a poor prognosis in HCC. In addition, SAA4 expression decreased with HCC progression. There were 188 upregulated DEGs and 1551 downregulated DEGs between the high and low SAA4 expression groups. Complement and coagulation cascades, fatty acid metabolism, and ECM receptor interaction were significantly enriched in the GSEA. SAA4 had good predictive efficacy for HCC and even early HCC and was superior to AFP. In general, low SAA4 expression was associated with advanced HCC stage and a poor prognosis. In addition, SAA4 may be helpful for the diagnosis of early HCC and may become a novel tumor marker with good predictive power for HCC.
Collapse
Affiliation(s)
- Shilong Li
- Department of Gastrointestinal Surgery, Shaoxing Second Hospital, Zhejiang, China
| | - Dejun Kong
- Biological Sample Resource Sharing Center, Tianjin First Central Hospital, Tianjin, China
- School of Medicine, Nankai University, Tianjin, China
| | - Weiqi Zhang
- School of Medicine, Nankai University, Tianjin, China
| | - Yan Li
- Biological Sample Resource Sharing Center, Tianjin First Central Hospital, Tianjin, China
| | - Hao Wang
- The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Ruining Yang
- The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Qian Sun
- The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Zhenglu Wang
- Biological Sample Resource Sharing Center, Tianjin First Central Hospital, Tianjin, China.
| | - Zhongwei Zhang
- Department of Gastrointestinal Surgery, Shaoxing Second Hospital, Zhejiang, China.
| |
Collapse
|
4
|
Zhang Y, Wang JW, Su X, Li JE, Wei XF, Yang JR, Gao S, Fan YC, Wang K. F-box protein 43 promoter methylation as a novel biomarker for hepatitis B virus-associated hepatocellular carcinoma. Front Microbiol 2023; 14:1267844. [PMID: 38029156 PMCID: PMC10652413 DOI: 10.3389/fmicb.2023.1267844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 10/11/2023] [Indexed: 12/01/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) has a high prevalence and poor prognosis worldwide. Therefore, it is urgent to find effective and timely diagnostic markers. The objective of this study was to evaluate the diagnostic value of F-box protein 43 promoter methylation in peripheral blood mononuclear cells (PBMCs) for HCC. Method A total of 247 participants were included in this study, comprising individuals with 123 hepatitis B virus-associated HCC, 79 chronic hepatitis B, and 45 healthy controls. F-box protein 43 methylation and mRNA levels in PBMCs were detected by MethyLight and quantitative real-time PCR. Result F-box protein 43 promoter methylation levels were significantly lower in HCC PBMCs than the chronic hepatitis B (P < 0.001) and healthy control PBMCs (P < 0.001). Relative mRNA expression levels of F-box protein 43 in HCC PBMCs were significantly higher than those in chronic hepatitis B (P < 0.001) and healthy control PBMCs (P < 0.001). Receiver operating characteristic analysis of F-box protein 43 promoter methylation levels yielded an area under curve (AUC) of 0.793 with 76.42% sensitivity and 68.35% specificity when differentiating HCC from chronic hepatitis. These values for the F-box protein 43 promoter methylation level were superior to those of the alpha-fetoprotein serum (AFP) level (AUC: 0.780, sensitivity: 47.97%, and specificity: 96.20%), with increments in values for the combination of F-box protein 43 promoter methylation AFP levels (AUC: 0.888, sensitivity: 76.42%, and specificity: 86.08%). Conclusion Hypomethylation of the F-box protein 43 promoter in PBMCs is a promising biochemical marker for HBV-associated HCC.
Collapse
Affiliation(s)
- Ying Zhang
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
| | - Jing-Wei Wang
- Department of Hepatology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Xing Su
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
| | - Jin-E Li
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
| | - Xue-Fei Wei
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
| | - Jie-Ru Yang
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
| | - Shuai Gao
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
- Hepatology Institute of Shandong University, Shandong University, Jinan, China
| | - Yu-Chen Fan
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
- Hepatology Institute of Shandong University, Shandong University, Jinan, China
| | - Kai Wang
- Department of Hepatology, Qilu Hospital of Shandong University, Jinan, China
- Department of Hepatology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
- Hepatology Institute of Shandong University, Shandong University, Jinan, China
| |
Collapse
|
5
|
Wang JH, Qiu QS, Dong SY, Chen XS, Wang WT, Yang YT, Sun W, Rao SX. Diagnostic performance of gadoxetic acid-enhanced abbreviated magnetic resonance imaging protocol in small hepatocellular carcinoma (≤2 cm) in high-risk patients. Acta Radiol 2023; 64:2687-2696. [PMID: 37691270 DOI: 10.1177/02841851231195567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Abstract
BACKGROUND Biannual Ultrasound showed insufficient sensitivity in detecting small or early-stage hepatocellular carcinoma (HCC). Abbreviated magnetic resonance imaging (A-MRI) protocols with fewer sequences demonstrated higher HCC detection sensitivity than ultrasound with acceptable cost and examination time. PURPOSE To compare the diagnostic performance of gadoxetic acid-enhanced A-MRI with a full sequence MRI (F-MRI) protocol for small HCC (≤2 cm) in cirrhotic or hepatitis B virus-infected high-risk patients. MATERIAL AND METHODS Two hundred and four consecutive patients with 166 pathologically confirmed small HCC who underwent preoperative gadoxetic acid-enhanced MRI were retrospectively included. A-MRI set comprised T1-weighted hepatobiliary phase imaging, T2-weighted imaging, diffusion-weighted imaging and apparent diffusion coefficient mapping. Two independent radiologists blinded to clinical data assessed the A-MRI set and F-MRI set. Per-patient HCC and per-lesion HCC diagnostic performance were compared. RESULTS Per-patient HCC detection sensitivity of A-MRI set was 93.8% and 91.2% for observer 1 and observer 2, and, for the F-MRI set, the per-patient HCC detection sensitivity was 96.6% and 95.2%, respectively. There was no significant difference in per-patient sensitivity, specificity and per-lesion HCC detection sensitivity between the two imaging sets for both readers. (P = 0.06-0.25) The A-MRI set showed higher sensitivity on HCC without arterial phase hyperenhancement, and the F-MRI set demonstrated with higher sensitivity on HCC with arterial phase hyperenhancement (P < 0.05). CONCLUSION A-MRI using diagnostic criteria including hypointensity on hepatobiliary phase plus mild to moderate hyperintensity on T2-weighted imaging or restricted diffusion demonstrated comparable sensitivity and specificity for small HCC compared to the F-MRI protocol in high-risk patients.
Collapse
Affiliation(s)
- Jia-Hui Wang
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Qian-Sai Qiu
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - San-Yuan Dong
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Xiao-Shan Chen
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Wen-Tao Wang
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Yu-Tao Yang
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Wei Sun
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| | - Sheng-Xiang Rao
- Shanghai Institute of Medical Imaging, Shanghai, China
- Department of Radiology, Zhongshan Hospital Fudan University, Shanghai, China
| |
Collapse
|
6
|
Girardet R, Dubois M, Manasseh G, Jreige M, Du Pasquier C, Canniff E, Gulizia M, Bonvin M, Aleman Y, Taouli B, Fraga M, Dromain C, Vietti Violi N. The combination of non-contrast abbreviated MRI and alpha foetoprotein has high performance for hepatocellular carcinoma screening. Eur Radiol 2023; 33:6929-6938. [PMID: 37464111 PMCID: PMC10511584 DOI: 10.1007/s00330-023-09906-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 06/09/2023] [Indexed: 07/20/2023]
Abstract
OBJECTIVES This study aimed to compare two abbreviated MRI (AMRI) protocols to complete MRI for HCC detection: non-contrast (NC)-AMRI without/with alpha foetoprotein (AFP) and dynamic contrast-enhanced (Dyn)-AMRI. METHODS This retrospective single-center study included 351 patients (M/F: 264/87, mean age: 57y) with chronic liver disease, who underwent MRI for HCC surveillance between 2014 and 2020. Two reconstructed AMRI sets were obtained based on complete MRI: NC-AMRI (T2-weighted imaging (WI) + diffusion-WI) and Dyn-AMRI (T2-WI + dynamic T1-WI) and were assessed by 2 radiologists who reported all suspicious lesions, using LI-RADS/adapted LI-RADS classification. The reference standard was based on all available patient data. Inter-reader agreement was assessed and MRI diagnostic performance was compared to the reference standard. RESULTS The reference standard demonstrated 83/351 HCC-positive patients (prevalence: 23.6%, median size: 22 mm, and positive MRIs: 83/631). Inter-reader agreement was substantial for all sets. Sensitivities of Dyn-AMRI and complete MRI (both 92.8%) were similar, higher than NC-AMRI (72.3%, p < 0.001). Specificities were not different between sets. NC-AMRI + AFP (92.8%) had similar sensitivity to Dyn-AMRI and complete MRI. In patients with small size HCCs (≤ 2 cm), sensitivities of Dyn-AMRI (85.3%) and complete MRI (88.2%) remained similar (p = 0.564), also outperforming NC-AMRI (52.9%, p < 0.05). NC-AMRI + AFP had similar sensitivity (88.2%) to Dyn-AMRI and complete MRI (p = 0.706 and p = 1, respectively). CONCLUSIONS Dyn-AMRI has similar diagnostic performance to complete MRI for HCC detection, while both outperform NC-AMRI, especially for small size HCCs. NC-AMRI + AFP demonstrates similar sensitivity to Dyn-AMRI and complete MRI. CLINICAL RELEVANCE STATEMENT Due to the low sensitivity of ultrasound for hepatocellular screening, new screening methods are needed. Abbreviated MRI (AMRI) is a candidate, especially non-contrast AMRI with serum alpha foetoprotein as the acquisition time is low, without the need for contrast medium injection. KEY POINTS • Dynamic contrast-enhanced abbreviated MRI using extracellular gadolinium-based contrast agent and complete MRI have similar diagnostic performance for hepatocellular carcinoma detection in an at-risk population. • Non-contrast abbreviated MRI with alpha foetoprotein has similar diagnostic performance to dynamic contrast-enhanced abbreviated MRI and complete MRI, including when considering small size hepatocellular carcinoma ≤ 2 cm. • Non-contrast abbreviated MRI and dynamic contrast-enhanced abbreviated MRI can be performed in 7 and 10 min, excluding patient setup time.
Collapse
Affiliation(s)
- Raphaël Girardet
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Margaux Dubois
- Department of Gastro-enterology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Gibran Manasseh
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Mario Jreige
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Céline Du Pasquier
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Emma Canniff
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Marianna Gulizia
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Melissa Bonvin
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Yasser Aleman
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Bachir Taouli
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Montserrat Fraga
- Department of Gastro-enterology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Clarisse Dromain
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland
| | - Naik Vietti Violi
- Department of Radiology and Interventional Radiology, Lausanne University Hospital and Lausanne University, Lausanne, Switzerland.
| |
Collapse
|
7
|
Wang K, Chen XY, Liu WD, Yue Y, Wen XL, Yang YS, Zhang AG, Zhu HL. Imaging Investigation of Hepatocellular Carcinoma Progress via Monitoring γ-Glutamyltranspeptidase Level with a Near-Infrared Fluorescence/Photoacoustic Bimodal Probe. Anal Chem 2023; 95:14235-14243. [PMID: 37652889 DOI: 10.1021/acs.analchem.3c02270] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
Abstract
Hepatocellular carcinoma (HCC) is one of the main principal causes of cancer death, and the late definite diagnosis limits therapeutic approaches in time. The early diagnosis of HCC is essential, and the previous investigations on the biomarkers inferred that the γ-glutamyltranspeptidase (GGT) level could indicate the HCC process. Herein, a near-infrared fluorescence/photoacoustic (NIRF/PA) bimodal probe, CySO3-GGT, was developed for monitoring the GGT level and thus to image the HCC process. After the in-solution tests, the bimodal response was convinced. The various HCC processes were imaged by CySO3-GGT at the cellular level. Then, the CCl4-induced HCC (both induction and treatment) and the subcutaneous and orthotopic xenograft mice models were selected. All throughout the tests, CySO3-GGT achieved NIRF and PA bimodal imaging of the HCC process. In particular, CySO3-GGT could effectively realize 3D imaging of the HCC nodule by visualizing the boundary between the tumor and the normal tissue. The information here might offer significant guidance for the dynamic monitoring of HCC in the near future.
Collapse
Affiliation(s)
- Kai Wang
- Affiliated Children's Hospital of Jiangnan University, Wuxi 214023, China
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Xu-Yang Chen
- Affiliated Children's Hospital of Jiangnan University, Wuxi 214023, China
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Wen-Dong Liu
- Jiangxi Nabo Wine Industry Co. Ltd., Hexi Industrial Park, Ji'an, Wan'an County343802, China
| | - Ying Yue
- Affiliated Children's Hospital of Jiangnan University, Wuxi 214023, China
| | - Xiao-Lin Wen
- Affiliated Children's Hospital of Jiangnan University, Wuxi 214023, China
| | - Yu-Shun Yang
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China
| | - Ai-Guo Zhang
- Affiliated Children's Hospital of Jiangnan University, Wuxi 214023, China
| | - Hai-Liang Zhu
- State Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing 210023, China
| |
Collapse
|
8
|
Omar A, Kaseb A, Elbaz T, El-Kassas M, El Fouly A, Hanno AF, El Dorry A, Hosni A, Helmy A, Saad AS, Alolayan A, Eysa BE, Hamada E, Azim H, Khattab H, Elghazaly H, Tawfik H, Ayoub H, Khaled H, Saadeldin I, Waked I, Barakat EMF, El Meteini M, Hamed Shaaban M, EzzElarab M, Fathy M, Shaker M, Sobhi M, Shaker MK, ElGharib M, Abdullah M, Mokhtar M, Elshazli M, Heikal OMK, Hetta O, ElWakil RM, Abdel Wahab S, Eid SS, Rostom Y. Egyptian Society of Liver Cancer Recommendation Guidelines for the Management of Hepatocellular Carcinoma. J Hepatocell Carcinoma 2023; 10:1547-1571. [PMID: 37744303 PMCID: PMC10516190 DOI: 10.2147/jhc.s404424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 09/01/2023] [Indexed: 09/26/2023] Open
Abstract
Globally, hepatocellular carcinoma (HCC) is the fourth most common cause of death from cancer. The prevalence of this pathology, which has been on the rise in the last 30 years, has been predicted to continue increasing. HCC is the most common cause of cancer-related morbidity and mortality in Egypt and is also the most common cancer in males. Chronic liver diseases, including chronic hepatitis C, which is a primary health concern in Egypt, are considered major risk factors for HCC. However, HCC surveillance is recommended for patients with chronic hepatitis B virus (HBV) and liver cirrhosis; those above 40 with HBV but without cirrhosis; individuals with hepatitis D co-infection or a family history of HCC; and Nonalcoholic fatty liver disease (NAFLD) patients exhibiting significant fibrosis or cirrhosis. Several international guidelines aid physicians in the management of HCC. However, the availability and cost of diagnostic modalities and treatment options vary from one country to another. Therefore, the current guidelines aim to standardize the management of HCC in Egypt. The recommendations presented in this report represent the current management strategy at HCC treatment centers in Egypt. Recommendations were developed by an expert panel consisting of hepatologists, oncologists, gastroenterologists, surgeons, pathologists, and radiologists working under the umbrella of the Egyptian Society of Liver Cancer. The recommendations, which are based on the currently available local diagnostic aids and treatments in the country, include recommendations for future prospects.
Collapse
Affiliation(s)
- Ashraf Omar
- Department of Gastroenterology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed Kaseb
- Department of Gastrointestinal Medical Oncology, the University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tamer Elbaz
- Department of Gastroenterology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohamed El-Kassas
- Department of Endemic Medicine, Faculty of Medicine, Helwan University, Cairo, Egypt
| | - Amr El Fouly
- Department of Endemic Medicine, Faculty of Medicine, Helwan University, Cairo, Egypt
| | - Abdel Fatah Hanno
- Department of Gastroenterology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ahmed El Dorry
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Ahmed Hosni
- Department of Interventional Radiology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Amr Helmy
- Department of Surgery, National Liver Institute Menoufia University, Menoufia, Egypt
| | - Amr S Saad
- Department of Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Ashwaq Alolayan
- Department of Oncology, National Guard Hospital, Riyadh, Saudi Arabia
| | - Basem Elsayed Eysa
- Department of Gastroenterology, National Hepatology and Tropical Medicine Research Institute, Cairo, Egypt
| | - Emad Hamada
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Hamdy Azim
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Hany Khattab
- Department of Pathology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Hesham Elghazaly
- Department of Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Hesham Tawfik
- Department of Oncology, Faculty of Medicine, Tanta University, TantaEgypt
| | - Hisham Ayoub
- Department of Gastroenterology, Military Medical Academy, Cairo, Egypt
| | - Hussein Khaled
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ibtessam Saadeldin
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Imam Waked
- Department of Gastroenterology, Menoufia Liver Institute, Menoufia, Egypt
| | - Eman M F Barakat
- Department of Gastroenterology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mahmoud El Meteini
- Department of Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Hamed Shaaban
- Department of Interventional Radiology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohamed EzzElarab
- Department of Gastroenterology, National Hepatology and Tropical Medicine Research Institute, Cairo, Egypt
| | - Mohamed Fathy
- Department of Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Shaker
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Sobhi
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Kamal Shaker
- Department of Gastroenterology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed ElGharib
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohammed Abdullah
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohesn Mokhtar
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mostafa Elshazli
- Department of Surgery, Faculty of Medicine, Cairo University, Cairo, Egypt
| | | | - Osama Hetta
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Reda Mahmoud ElWakil
- Department of Gastroenterology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Sameh Abdel Wahab
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Samir Shehata Eid
- Department of Oncology, Faculty of Medicine, Assiut University, Assiut, Egypt
| | - Yousri Rostom
- Department of Oncology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - On behalf of the Egyptian Liver Cancer Committee Study Group
- Department of Gastroenterology, Faculty of Medicine, Cairo University, Cairo, Egypt
- Department of Gastrointestinal Medical Oncology, the University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Endemic Medicine, Faculty of Medicine, Helwan University, Cairo, Egypt
- Department of Gastroenterology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
- Department of Interventional Radiology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
- Department of Interventional Radiology, Faculty of Medicine, Cairo University, Cairo, Egypt
- Department of Surgery, National Liver Institute Menoufia University, Menoufia, Egypt
- Department of Oncology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
- Department of Oncology, National Guard Hospital, Riyadh, Saudi Arabia
- Department of Gastroenterology, National Hepatology and Tropical Medicine Research Institute, Cairo, Egypt
- Department of Oncology, Faculty of Medicine, Cairo University, Cairo, Egypt
- Department of Pathology, Faculty of Medicine, Cairo University, Cairo, Egypt
- Department of Oncology, Faculty of Medicine, Tanta University, TantaEgypt
- Department of Gastroenterology, Military Medical Academy, Cairo, Egypt
- Department of Gastroenterology, Menoufia Liver Institute, Menoufia, Egypt
- Department of Gastroenterology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
- Department of Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt
- Department of Surgery, Faculty of Medicine, Cairo University, Cairo, Egypt
- Department of Oncology, Faculty of Medicine, Assiut University, Assiut, Egypt
- Department of Oncology, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| |
Collapse
|
9
|
Cai Y, Xie K, Adeeb Alhmoud MN, Lan T, Wan H, Hu D, Lan L, Liu C, Wu H. Effect of PIVKA-II and AFP secretion status on early recurrence of hepatocellular carcinoma after open and laparoscopic surgery. Cancer Med 2023; 12:17866-17877. [PMID: 37596739 PMCID: PMC10523999 DOI: 10.1002/cam4.6422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 06/29/2023] [Accepted: 07/27/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND Prothrombin induced by vitamin K absence-II (PIVKA-II) and Alpha-fetoprotein (AFP) have been widely used as diagnostic markers in hepatocellular carcinoma (HCC), but the prognostic values of the two serum markers and their clinical usefulness in patient selection for different surgical approaches remain largely unclear. METHODS HCC patients received surgical treatment between 2015 and 2019 were included. Patients were divided into four statuses according to the serum PIVKA-II and AFP secretion status: PIVKA-II (-) AFP (-) (status 1); PIVKA-II (+) AFP (-) (status 2); PIVKA-II (-) AFP (+) (status 3); PIVKA-II (+) AFP (+) (status 4). Kaplan-Meier analyses were conducted to compare the survivals of the four groups and the HCC patients received different surgical interventions; time-dependent AUC curves were introduced to evaluate the prognostic value of the PIV-AFP status; Cox regression model was used to identify prognostic indexes for overall survival (OS) and recurrence-free survival (RFS). RESULTS A total of 518 patients were included. Patients with PIVKA-II (+) and APF (+) presented significantly decreased OS and RFS comparing to the other statuses. The areas under ROC curves of PIV-AFP status in predicting OS and RFS were superior to the PIVKA-II or the AFP alone. The HCC patients in early stages with PIVKA-II (+) and APF (+) had worse RFS when received laparoscopic hepatectomy than those who received open hepatectomy, whereas there was no difference in other secretion statuses. The PIVKA-II (+) and AFP (+) secretion status was an independent risk factor for OS, RFS. CONCLUSIONS The PIV-AFP secretion status is of favorable clinical utility in predicting the OS and RFS of the HCC patients; extra caution is needed when applicated the laparoscopic approach in the HCC patients with PIVKA-II (+) and AFP (+).
Collapse
Affiliation(s)
- Yunshi Cai
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| | - Kunlin Xie
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| | - Mohammad Natheir Adeeb Alhmoud
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| | - Tian Lan
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| | - Haifeng Wan
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| | - Die Hu
- Division of Liver Surgery, Department of General SurgeryWest China Hospital, Sichuan UniversityChengduChina
| | - Ling Lan
- Division of Liver Surgery, Department of General SurgeryWest China Hospital, Sichuan UniversityChengduChina
| | - Chang Liu
- Division of Liver Surgery, Department of General SurgeryWest China Hospital, Sichuan UniversityChengduChina
- Department of Minimal Invasive SurgeryShangjin Nanfu HospitalChengduChina
| | - Hong Wu
- Liver Transplant Center, Transplant Center, State Key Laboratory of Biotherapy and Cancer Center, West China HospitalSichuan University and Collaborative Innovation Center of BiotherapyChengduChina
| |
Collapse
|
10
|
Yu J, Park R, Kim R. Promising Novel Biomarkers for Hepatocellular Carcinoma: Diagnostic and Prognostic Insights. J Hepatocell Carcinoma 2023; 10:1105-1127. [PMID: 37483311 PMCID: PMC10362916 DOI: 10.2147/jhc.s341195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 07/07/2023] [Indexed: 07/25/2023] Open
Abstract
The systemic therapy landscape for hepatocellular carcinoma is rapidly evolving, as the recent approvals of checkpoint inhibitor-based regimens such as atezolizumab-bevacizumab and durvalumab-tremelimumab in advanced disease have led to an expanding therapeutic armamentarium. The development of biomarkers, however, has not kept up with the approvals of new agents. Nevertheless, biomarker research for hepatocellular carcinoma has recently been growing at a rapid pace. The most active areas of research are biomarkers for early detection and screening, accurate prognostication, and detection of minimal residual disease following curative intent therapies, and, perhaps most importantly, predictive markers to guide selection and sequencing of the individual agents, including tyrosine kinase inhibitors and immunotherapy. In this review, we briefly summarize the recent developments in systemic therapeutics for hepatocellular carcinoma, introduce the key completed and ongoing prospective and retrospective studies evaluating diagnostic, prognostic, and predictive biomarkers with high clinical relevance, highlight several potentially important areas of future research, and share our insights for each biomarker.
Collapse
Affiliation(s)
- James Yu
- Division of Hematology and Medical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Robin Park
- Division of Hematology and Medical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Richard Kim
- Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| |
Collapse
|
11
|
Yang J, Yang Z, Zeng X, Yu S, Gao L, Jiang Y, Sun F. Comparative effectiveness of different hepatocellular carcinoma screening intervals or modalities: a systematic review and meta-analysis. Chin Med J (Engl) 2023; 136:1322-1330. [PMID: 36921104 PMCID: PMC10309520 DOI: 10.1097/cm9.0000000000002341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND Current guidelines recommend hepatocellular carcinoma (HCC) screening in high-risk populations. However, the ideal HCC screening interval and screening modality have not been determined. This study aimed to compare the screening efficacy among different modalities with various intervals. METHODS PubMed and other nine databases were searched through June 30, 2021. Binary outcomes were pooled using risk ratio (RR) with 95% confidence intervals (CIs). Survival rates were also pooled using RR with 95% CIs because most eligible studies only provided the number of survival patients instead of hazard ratio. RESULTS In all, 13 studies were included. Two random controlled trials (RCTs) and six cohort studies compared screening intervals for ultrasonography (US) screening and found no significant differences between shorter (3- or 4-month) and longer (6- or 12-month) screening intervals in terms of early HCC proportion, HCC significant mortality, 1-year survival rate; screening at 6-month interval significantly increased the proportion of early HCC (RR = 1.17, 95% confidence interval [CI]: 1.08-1.26) and prolonged the 5-year survival rate (RR = 1.39, 95% CI: 1.07-1.82) relative to the 12-month interval results. Three other RCTs and two cohort studies compared different screening modalities in cirrhosis or chronic hepatitis B, which indicated no statistical differences in the proportion of early HCC (RR = 0.89, 95% CI: 0.40-1.96) and HCC mortality (RR = 0.69, 95% CI: 0.23-2.09) between the biannual US and annual computed tomography (CT screening). Biannual US screening showed a lower proportion of early HCC than biannual magnetic resonance imaging (MRI) (RR = 0.60, 95% CI: 0.37-0.97) and biannual US combined with annual CT (RR = 1.31, 95% CI: 1.13-1.51) screening. The proportion of early HCC in the contrast-enhanced US group was slightly higher than that in the B-mode US (RR = 1.08, 95% CI: 1.00-1.23) group. CONCLUSIONS The evidence suggests that 6 months may be the best HCC screening interval for US screening. The effectiveness of CT and MRI is better than US during same screening intervals. However, MRI and CT are more expensive than US, and CT also can increase the risk of radiation exposure. The selection of CT or MRI instead of US should be carefully considered. REGISTRATION No. CRD42020148258 at PROSPERO website ( https://www.crd.york.ac.uk/PROSPERO/ ).
Collapse
Affiliation(s)
- Jichun Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Department of Epidemiology and Biostatistics, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Zhirong Yang
- Primary Care Unit, School of Clinical Medicine, University of Cambridge, Cambridgeshire CB18RN, UK
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong 518055, China
| | - Xueyang Zeng
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Shuqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Le Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong 999077, China
| | - Yu Jiang
- Department of Epidemiology and Biostatistics, School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| |
Collapse
|
12
|
Yokoo T, Masaki N, Parikh ND, Lane BF, Feng Z, Mendiratta-Lala M, Lee CH, Khatri G, Marsh TL, Shetty K, Dunn CT, Al-Jarrah T, Aslam A, Davenport MS, Gopal P, Rich NE, Lok AS, Singal AG. Multicenter Validation of Abbreviated MRI for Detecting Early-Stage Hepatocellular Carcinoma. Radiology 2023; 307:e220917. [PMID: 36692401 PMCID: PMC10102624 DOI: 10.1148/radiol.220917] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 11/12/2022] [Accepted: 11/23/2022] [Indexed: 01/25/2023]
Abstract
Background Abbreviated MRI is a proposed paradigm shift for hepatocellular carcinoma (HCC) surveillance, but data on its performance are lacking for histopathologically confirmed early-stage HCC. Purpose To evaluate the sensitivity and specificity of dynamic contrast-enhanced abbreviated MRI for early-stage HCC detection, using surgical pathologic findings as the reference standard. Materials and Methods This retrospective study was conducted at three U.S. liver transplant centers in patients with cirrhosis who underwent liver resection or transplant between January 2009 and December 2019 and standard "full" liver MRI with and without contrast enhancement within 3 months before surgery. Patients who had HCC-directed treatment before surgery were excluded. Dynamic abbreviated MRI examinations were simulated from the presurgical full MRI by selecting the coronal T2-weighted and axial three-dimensional fat-suppressed T1-weighted dynamic contrast-enhanced sequences at precontrast, late arterial, portal venous, and delayed phases. Two abdominal radiologists at each center independently interpreted the simulated abbreviated examinations with use of the Liver Imaging Reporting and Data System version 2018. Patients with any high-risk liver observations (>LR-3) were classified as positive; otherwise, they were classified as negative. With liver pathologic findings as the reference standard for the presence versus absence of early-stage HCC, the sensitivity, specificity, and their 95% CIs were calculated. Logistic regression was used to identify factors associated with correct classification. Results A total of 161 patients with early-stage HCC (median age, 62 years [IQR, 58-67 years]; 123 men) and 138 patients without HCC (median age, 55 years [IQR, 47-63 years]; 85 men) were confirmed with surgical pathologic findings. The sensitivity and specificity of abbreviated MRI were 88.2% (142 of 161 patients) (95% CI: 83.5, 92.5) and 89.1% (123 of 138 patients) (95% CI: 84.4, 93.8), respectively. Sensitivity was lower for Child-Pugh class B or C versus Child-Pugh class A cirrhosis (64.1% vs 94.2%; P < .001). Conclusion With surgical pathologic findings as the reference standard, dynamic abbreviated MRI had high sensitivity and specificity for early-stage hepatocellular carcinoma detection in patients with compensated cirrhosis but lower sensitivity in those with decompensated cirrhosis. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Kim in this issue.
Collapse
Affiliation(s)
- Takeshi Yokoo
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Nobuaki Masaki
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Neehar D. Parikh
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Barton F. Lane
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Ziding Feng
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Mishal Mendiratta-Lala
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Chee Hwee Lee
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Gaurav Khatri
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Tracey L. Marsh
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Kirti Shetty
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Colin T. Dunn
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Taim Al-Jarrah
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Anum Aslam
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Matthew S. Davenport
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Purva Gopal
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Nicole E. Rich
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Anna S. Lok
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| | - Amit G. Singal
- From the Departments of Radiology (T.Y., G.K.), Internal Medicine
(C.T.D., N.E.R., A.G.S.), and Pathology (P.G.), UT Southwestern Medical Center,
5959 Harry Hines Blvd, POB 1, Ste 420, Dallas, TX 75390-8887; Department of
Biostatistics, University of Washington, Seattle, Wash (N.M.); Departments of
Internal Medicine (N.D.P., T.A.J., A.S.L.) and Radiology (M.M.L., A.A., M.S.D.),
University of Michigan Medical School, Ann Arbor, Mich; Departments of
Diagnostic Radiology (B.F.L., C.H.L.) and Internal Medicine (K.S.), University
of Maryland, Baltimore, Md; and Division of Public Health Sciences, Fred Hutch
Cancer Center, Seattle, Wash (Z.F., T.L.M.)
| |
Collapse
|
13
|
Arian A, Abdullah AD, Taher HJ, Suhail Alareer H, Fotouhi M. Diagnostic Values of the Liver Imaging Reporting and Data System in the Detection and Characterization of Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis. Cureus 2023; 15:e36082. [PMID: 37065286 PMCID: PMC10097431 DOI: 10.7759/cureus.36082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 03/10/2023] [Indexed: 03/14/2023] Open
Abstract
This review was undertaken to assess the diagnostic value of the Liver Imaging Reporting and Data System (LI-RADS) in patients with a high risk of hepatocellular carcinoma (HCC). Google Scholar, PubMed, Web of Science, Embase, PROQUEST, and Cochrane Library, as the international databases, were searched with appropriate keywords. Using the binomial distribution formula, the variance of all studies was calculated, and using Stata version 16 (StataCorp LLC, College Station, TX, USA), the obtained data were analyzed. Using a random-effect meta-analysis approach, we determined the pooled sensitivity and specificity. Utilizing the funnel plot and Begg's and Egger's tests, we assessed publication bias. The results exhibited pooled sensitivity and pooled specificity of 0.80% and 0.89%, respectively, with a 95% confidence interval (CI) of 0.76-0.84 and 0.87-0.92, respectively. The 2018 version of LI-RADS showed the greatest sensitivity (0.83%; 95% CI 0.79-0.87; I 2 = 80.6%; P < 0.001 for heterogeneity; T 2 = 0.001). The maximum pooled specificity was detected in LI-RADS version 2014 (American College of Radiology, Reston, VA, USA; 93.0%; 95% CI 89.0-96.0; I 2 = 81.7%; P < 0.001 for heterogeneity; T 2 = 0.001). In this review, the results of estimated sensitivity and specificity were satisfactory. Therefore, this strategy can serve as an appropriate tool for identifying HCC.
Collapse
|
14
|
Adding MRI as a Surveillance Test for Hepatocellular Carcinoma in Patients with Liver Cirrhosis Can Improve Prognosis. Biomedicines 2023; 11:biomedicines11020382. [PMID: 36830919 PMCID: PMC9953123 DOI: 10.3390/biomedicines11020382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/23/2023] [Accepted: 01/25/2023] [Indexed: 02/01/2023] Open
Abstract
Gadoxetic acid disodium (Gd-EOB-DTPA)-enhanced magnetic resonance imaging (MRI) can detect early stages of hepatocellular carcinoma (HCC). However, the survival benefit of Gd-EOB-DTPA-enhanced MRI in the surveillance of patients with cirrhosis has not yet been determined. We explored whether the intermittent replacement of ultrasonography (USG) with Gd-EOB-DTPA-enhanced MRI during HCC surveillance improved the clinical outcomes of patients with cirrhosis. We performed a retrospective cohort study of 421 HCC patients who were newly diagnosed during surveillance. Of these patients, 126 (29.9%) underwent surveillance based on Gd-EOB-DTPA-enhanced MRI and USG (USG+MRI group). The patients (295, 70.1%) who did not undergo MRI during surveillance were referred to as the USG group. In the USG+MRI group, 120 (95.2%) of 126 patients were diagnosed with early-stage HCC, whereas 247 (83.7%) of 295 patients were diagnosed with early-stage HCC in the USG group (P = 0.009). The significantly longer overall survival and time to progression in patients in the USG+MRI group compared to the unmatched cohort USG group was consistently observed by inverse probability weighting and propensity score-matched analysis. Gd-EOB-DTPA-enhanced MRI combined surveillance improved the detection of early-stage HCC and clinical outcomes such as overall survival and the time to progression in patients with cirrhosis.
Collapse
|
15
|
Rafati I, Destrempes F, Yazdani L, Gesnik M, Tang A, Cloutier G. Regularized Ultrasound Phantom-Free Local Attenuation Coefficient Slope (ACS) Imaging in Homogeneous and Heterogeneous Tissues. IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL 2022; 69:3338-3352. [PMID: 36318570 DOI: 10.1109/tuffc.2022.3218920] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Attenuation maps or measurements based on the local attenuation coefficient slope (ACS) in quantitative ultrasound (QUS) have shown potential for the diagnosis of liver steatosis. In liver cancers, tissue abnormalities and tumors detected using ACS are also of interest to provide new image contrast to clinicians. Current phantom-based approaches have the limitation of assuming a comparable speed of sound between the reference phantom and insonified tissues. Moreover, these methods present the inconvenience for operators to acquire data on phantoms and patients. The main goal was to alleviate these drawbacks by proposing a methodology for constructing phantom-free regularized (PF-R) local ACS maps and investigate the performance in both homogeneous and heterogeneous media. The proposed method was tested on two tissue-mimicking media with different ACS constructed as homogeneous phantoms, side-by-side and top-to-bottom phantoms, and inclusion phantoms with different attenuations. Moreover, an in vivo proof-of-concept was performed on healthy, steatotic, and cancerous human liver datasets. Modifications brought to previous works include: 1) a linear interpolation of the power spectrum in the log scale; 2) the relaxation of the underlying hypothesis on the diffraction factor; 3) a generalization to nonhomogeneous local ACS; and 4) an adaptive restriction of frequencies to a more reliable range than the usable frequency range. Regularization was formulated as a generalized least absolute shrinkage and selection operator (LASSO), and a variant of the Bayesian information criterion (BIC) was applied to estimate the Lagrangian multiplier on the LASSO constraint. In addition, we evaluated the proposed algorithm when applying median filtering before and after regularization. Tests conducted showed that the PF-R yielded robust results in all tested conditions, suggesting potential for additional validation as a diagnosis method.
Collapse
|
16
|
2022 KLCA-NCC Korea Practice Guidelines for the Management of Hepatocellular Carcinoma. Korean J Radiol 2022; 23:1126-1240. [PMID: 36447411 PMCID: PMC9747269 DOI: 10.3348/kjr.2022.0822] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the fourth most common cancer among men in South Korea, where the prevalence of chronic hepatitis B infection is high in middle and old age. The current practice guidelines will provide useful and sensible advice for the clinical management of patients with HCC. A total of 49 experts in the fields of hepatology, oncology, surgery, radiology, and radiation oncology from the Korean Liver Cancer Association-National Cancer Center Korea Practice Guideline Revision Committee revised the 2018 Korean guidelines and developed new recommendations that integrate the most up-to-date research findings and expert opinions. These guidelines provide useful information and direction for all clinicians, trainees, and researchers in the diagnosis and treatment of HCC.
Collapse
|
17
|
Damaskos C, Garmpis N, Dimitroulis D, Garmpi A, Psilopatis I, Sarantis P, Koustas E, Kanavidis P, Prevezanos D, Kouraklis G, Karamouzis MV, Marinos G, Kontzoglou K, Antoniou EA. Targeted Therapies for Hepatocellular Carcinoma Treatment: A New Era Ahead-A Systematic Review. Int J Mol Sci 2022; 23:ijms232214117. [PMID: 36430594 PMCID: PMC9698799 DOI: 10.3390/ijms232214117] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/10/2022] [Accepted: 11/11/2022] [Indexed: 11/17/2022] Open
Abstract
Hepatocellular carcinoma (HCC) remains one of the most common malignancies and the third cause of cancer-related death worldwide, with surgery being the best prognostic tool. Among the well-known causative factors of HCC are chronic liver virus infections, chronic virus hepatitis B (HBV) and chronic hepatitis virus C (HCV), aflatoxins, tobacco consumption, and non-alcoholic liver disease (NAFLD). There is a need for the development of efficient molecular markers and alternative therapeutic targets of great significance. In this review, we describe the general characteristics of HCC and present a variety of targeted therapies that resulted in progress in HCC therapy.
Collapse
Affiliation(s)
- Christos Damaskos
- Renal Transplantation Unit, Laiko General Hospital, 11527 Athens, Greece
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Correspondence: ; Tel.: +30-694-846-7790
| | - Nikolaos Garmpis
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Dimitrios Dimitroulis
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Anna Garmpi
- First Department of Propedeutic Internal Medicine, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Iason Psilopatis
- Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt—Universität zu Berlin, Augustenburger Platz 1, 13353 Berlin, Germany
| | - Panagiotis Sarantis
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Evangelos Koustas
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Prodromos Kanavidis
- Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | | | - Gregory Kouraklis
- Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Michail V. Karamouzis
- Molecular Oncology Unit, Department of Biological Chemistry, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Georgios Marinos
- Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantinos Kontzoglou
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Efstathios A. Antoniou
- Nikolaos Christeas Laboratory of Experimental Surgery and Surgical Research, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Second Department of Propedeutic Surgery, Laiko General Hospital, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| |
Collapse
|
18
|
Clinicopathological assessment of steatohepatitic hepatocellular carcinoma. Clin Res Hepatol Gastroenterol 2022; 46:101799. [PMID: 34500120 DOI: 10.1016/j.clinre.2021.101799] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Revised: 08/17/2021] [Accepted: 08/23/2021] [Indexed: 02/04/2023]
Abstract
AIM To compare the clinicopathological features of typical steatohepatitic HCC (SH-HCC) with other HCCs. METHODS Subjects were 486 patients with untreated HCC who underwent hepatectomy at our hospital from January 2015 to December 2020. We compared patient backgrounds, preoperative laboratory data, imaging findings (ultrasonography, computed tomography [CT], and magnetic resonance imaging [MRI]), and postoperative pathological findings (tumor and background of liver). The Liver Imaging Reporting And Data System (LI-RADS) was used to examine CT and MRI findings. RESULTS Typical SH-HCCs were significantly different from other HCCs with respect to age, hepatitis B virus (HBV) infection, and nonalcoholic steatohepatitis (NASH). Diabetes and hyperlipidemia were also significantly more common. Regarding histopathology, tumor size and background steatosis were significantly different between groups. Although ultrasonography, CT, and MRI could each alone diagnose SH-HCCs with a diameter < 20 mm in ≥ 50% of patients, the combined use of these tests improved diagnostic accuracy. By LI-RADS, 87% of SH-HCC cases were classified as LR-5, which are considered to be malignant tumors. CONCLUSIONS It seems possible to diagnose SH-HCC by combining ultrasonography, CT, and MRI.
Collapse
|
19
|
Single-breath-hold T2WI MRI with artificial intelligence-assisted technique in liver imaging: As compared with conventional respiratory-triggered T2WI. Magn Reson Imaging 2022; 93:175-180. [PMID: 35987419 DOI: 10.1016/j.mri.2022.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/14/2022] [Accepted: 08/14/2022] [Indexed: 11/23/2022]
Abstract
OBJECTIVE To investigate the clinical feasibility of single-breath-hold T2-weighted (SBH-T2WI) liver MRI using Artificial Intelligence-assisted Compressed Sensing (ACS) technique in liver imaging as compared with conventional respiratory-triggered T2WI (RT-T2WI). METHODS From January 2021 to October 2021, 81 patients suspected of liver lesions were enrolled in this prospective study. The liver MRI was performed, including both RT-T2WI and ACS SBH-T2WI. Two experienced radiologists reviewed all images of each studied sequence, and recorded the lesion location and the largest diameter of the lesions. The image quality was quantitatively and qualitatively analyzed regarding signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), contrast ratio (CR), motion artifact, lesion conspicuity, liver boundary sharpness, and overall image quality. The lesion detection and image quality were compared between two sequences using the Chi-square test or Wilcoxon signed-rank test. RESULTS For lesion detection, 64 lesions were identified in 53 enrolled patients as the reference standard. The average size was 12.09 ± 7.4 mm for the benign lesions and 45.89 ± 22.01 mm for the malignant lesions. Of 64 liver lesions, ACS SBH-T2WI detected 60 lesions (93.8%), and RT-T2WI detected 58 lesions (90.6%). For image quality analysis, the motion artifact of ACS SBH-T2WI sequence was significantly reduced compared with the conventional RT-T2WI sequence (p < 0.05). The SNR, liver boundary sharpness, and overall image quality showed no statistical differences between the two sequences. While the CNR, CR, and lesion conspicuity of ACS SBH-T2WI were significantly better than RT-T2WI (all p < 0.05). CONCLUSIONS The SBH-T2WI with ACS technique showed promising performance as it provided significantly better image quality and lesion detectability with a considerable decrease in scanning time as compared with the conventional RT-T2WI.
Collapse
|
20
|
Zoller H, Schaefer B, Vanclooster A, Griffiths B, Bardou-Jacquet E, Corradini E, Porto G, Ryan J, Cornberg M. EASL Clinical Practice Guidelines on haemochromatosis. J Hepatol 2022; 77:479-502. [PMID: 35662478 DOI: 10.1016/j.jhep.2022.03.033] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 03/29/2022] [Indexed: 12/15/2022]
Abstract
Haemochromatosis is characterised by elevated transferrin saturation (TSAT) and progressive iron loading that mainly affects the liver. Early diagnosis and treatment by phlebotomy can prevent cirrhosis, hepatocellular carcinoma, diabetes, arthropathy and other complications. In patients homozygous for p.Cys282Tyr in HFE, provisional iron overload based on serum iron parameters (TSAT >45% and ferritin >200 μg/L in females and TSAT >50% and ferritin >300 μg/L in males and postmenopausal women) is sufficient to diagnose haemochromatosis. In patients with high TSAT and elevated ferritin but other HFE genotypes, diagnosis requires the presence of hepatic iron overload on MRI or liver biopsy. The stage of liver fibrosis and other end-organ damage should be carefully assessed at diagnosis because they determine disease management. Patients with advanced fibrosis should be included in a screening programme for hepatocellular carcinoma. Treatment targets for phlebotomy are ferritin <50 μg/L during the induction phase and <100 μg/L during the maintenance phase.
Collapse
|
21
|
Xia M, Li C, Liu L, He Y, Li Y, Jiang G, Wang J. A Fast-Response AIE-Active Ratiometric Fluorescent Probe for the Detection of Carboxylesterase. BIOSENSORS 2022; 12:bios12070484. [PMID: 35884287 PMCID: PMC9313056 DOI: 10.3390/bios12070484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 06/23/2022] [Accepted: 06/28/2022] [Indexed: 12/03/2022]
Abstract
Hepatocellular carcinoma (HCC) is associated with a high mortality rate worldwide. The therapeutic outcomes can be significantly improved if diagnosis and treatment are initiated earlier in the disease process. Recently, the carboxylesterase (CaE) activity/level in human plasma was reported to be a novel serological biomarker candidate for HCC. In this article, we fabricated a new fluorescent probe with AIE characteristics for the rapid detection of CaE with a more reliable ratiometric response mode. The TCFISE probe showed high sensitivity (LOD: 93.0 μU/mL) and selectivity toward CaE. Furthermore, the good pH stability, superior resistance against photobleaching, and low cytotoxicity highlight the high potential of the TCFISE probe for application in the monitoring of CaE activity in complex biological samples and in live cells, tissues, and animals.
Collapse
Affiliation(s)
- Mengting Xia
- Key Laboratory of Organo-Pharmaceutical Chemistry, Gannan Normal University, Ganzhou 341000, China; (M.X.); (Y.L.)
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
| | - Chunbin Li
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
| | - Lingxiu Liu
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
| | - Yumao He
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
| | - Yongdong Li
- Key Laboratory of Organo-Pharmaceutical Chemistry, Gannan Normal University, Ganzhou 341000, China; (M.X.); (Y.L.)
| | - Guoyu Jiang
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
| | - Jianguo Wang
- College of Chemistry and Chemical Engineering, Inner Mongolia University, Hohhot 010021, China; (C.L.); (L.L.); (Y.H.); (G.J.)
- Correspondence:
| |
Collapse
|
22
|
Liu K, Yip TCF, Masson S, Fateen W, Schwantes‐An T, McCaughan GW, Morgan TR, Aithal GP, Seth D. Validation of the
aMAP
score to predict hepatocellular carcinoma development in a cohort of alcohol‐related cirrhosis patients. LIVER CANCER INTERNATIONAL 2022; 3:99-104. [DOI: 10.1002/lci2.47] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Affiliation(s)
- Ken Liu
- AW Morrow Gastroenterology and Liver Unit Royal Prince Alfred Hospital Sydney New South Wales Australia
- Sydney Medical School University of Sydney Sydney New South Wales Australia
- Centenary Institute of Cancer Medicine and Cell Biology The University of Sydney Sydney New South Wales Australia
| | - Terry C. F. Yip
- Department of Medicine and Therapeutics, Medical Data Analytics Centre, and Institute of Digestive Disease The Chinese University of Hong Kong Hong Kong SAR China
| | - Steven Masson
- Faculty of Medical Sciences Newcastle University Medical School, Framlington Place and Liver Transplant Unit, Freeman Hospital Newcastle upon Tyne UK
| | - Waleed Fateen
- NIHR Nottingham Biomedical Research Centre Nottingham University Hospitals and the University of Nottingham Nottingham UK
| | - Tae‐Hwi Schwantes‐An
- Department of Medical and Molecular Genetics Indiana University Indianapolis Indiana USA
| | - Geoffrey W. McCaughan
- AW Morrow Gastroenterology and Liver Unit Royal Prince Alfred Hospital Sydney New South Wales Australia
- Sydney Medical School University of Sydney Sydney New South Wales Australia
- Centenary Institute of Cancer Medicine and Cell Biology The University of Sydney Sydney New South Wales Australia
| | - Timothy R. Morgan
- Medical and Research Services VA Long Beach Healthcare System Long Beach California USA
| | - Guruprasad P. Aithal
- NIHR Nottingham Biomedical Research Centre Nottingham University Hospitals and the University of Nottingham Nottingham UK
| | - Devanshi Seth
- Sydney Medical School University of Sydney Sydney New South Wales Australia
- Centenary Institute of Cancer Medicine and Cell Biology The University of Sydney Sydney New South Wales Australia
- Edith Collins Centre Translational Research in Alcohol Drugs & Toxicology Sydney Local Health District Camperdown New South Wales Australia
| |
Collapse
|
23
|
Automated machine learning for differentiation of hepatocellular carcinoma from intrahepatic cholangiocarcinoma on multiphasic MRI. Sci Rep 2022; 12:7924. [PMID: 35562532 PMCID: PMC9106680 DOI: 10.1038/s41598-022-11997-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 04/12/2022] [Indexed: 12/05/2022] Open
Abstract
With modern management of primary liver cancer shifting towards non-invasive diagnostics, accurate tumor classification on medical imaging is increasingly critical for disease surveillance and appropriate targeting of therapy. Recent advancements in machine learning raise the possibility of automated tools that can accelerate workflow, enhance performance, and increase the accessibility of artificial intelligence to clinical researchers. We explore the use of an automated Tree-Based Optimization Tool that leverages a genetic programming algorithm for differentiation of the two common primary liver cancers on multiphasic MRI. Manual and automated analyses were performed to select an optimal machine learning model, with an accuracy of 73–75% (95% CI 0.59–0.85), sensitivity of 70–75% (95% CI 0.48–0.89), and specificity of 71–79% (95% CI 0.52–0.90) on manual optimization, and an accuracy of 73–75% (95% CI 0.59–0.85), sensitivity of 65–75% (95% CI 0.43–0.89) and specificity of 75–79% (95% CI 0.56–0.90) for automated machine learning. We found that automated machine learning performance was similar to that of manual optimization, and it could classify hepatocellular carcinoma and intrahepatic cholangiocarcinoma with an sensitivity and specificity comparable to that of radiologists. However, automated machine learning performance was poor on a subset of scans that met LI-RADS criteria for LR-M. Exploration of additional feature selection and classifier methods with automated machine learning to improve performance on LR-M cases as well as prospective validation in the clinical setting are needed prior to implementation.
Collapse
|
24
|
Nadarevic T, Colli A, Giljaca V, Fraquelli M, Casazza G, Manzotti C, Štimac D, Miletic D. Magnetic resonance imaging for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease. Cochrane Database Syst Rev 2022; 5:CD014798. [PMID: 35521901 PMCID: PMC9074390 DOI: 10.1002/14651858.cd014798.pub2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hepatocellular carcinoma occurs mostly in people with chronic liver disease and ranks sixth in terms of global incidence of cancer, and third in terms of cancer deaths. In clinical practice, magnetic resonance imaging (MRI) is used as a second-line diagnostic imaging modality to confirm the presence of focal liver lesions suspected as hepatocellular carcinoma on prior diagnostic test such as abdominal ultrasound or alpha-fetoprotein, or both, either in surveillance programmes or in clinical settings. According to current guidelines, a single contrast-enhanced imaging study (computed tomography (CT) or MRI) showing typical hallmarks of hepatocellular carcinoma in people with cirrhosis is considered valid to diagnose hepatocellular carcinoma. The detection of hepatocellular carcinoma amenable to surgical resection could improve the prognosis. However, a significant number of hepatocellular carcinomas do not show typical hallmarks on imaging modalities, and hepatocellular carcinoma may, therefore, be missed. There is no clear evidence of the benefit of surveillance programmes in terms of overall survival: the conflicting results can be a consequence of inaccurate detection, ineffective treatment, or both. Assessing the diagnostic accuracy of MRI may clarify whether the absence of benefit could be related to underdiagnosis. Furthermore, an assessment of the accuracy of MRI in people with chronic liver disease who are not included in surveillance programmes is needed for either ruling out or diagnosing hepatocellular carcinoma. OBJECTIVES Primary: to assess the diagnostic accuracy of MRI for the diagnosis of hepatocellular carcinoma of any size and at any stage in adults with chronic liver disease. Secondary: to assess the diagnostic accuracy of MRI for the diagnosis of resectable hepatocellular carcinoma in adults with chronic liver disease, and to identify potential sources of heterogeneity in the results. SEARCH METHODS We searched the Cochrane Hepato-Biliary Group Controlled Trials Register, the Cochrane Hepato-Biliary Group Diagnostic Test of Accuracy Studies Register, the Cochrane Library, MEDLINE, Embase, and three other databases to 9 November 2021. We manually searched articles retrieved, contacted experts, handsearched abstract books from meetings held during the last 10 years, and searched for literature in OpenGrey (9 November 2021). Further information was requested by e-mails, but no additional information was provided. No data was obtained through correspondence with investigators. We applied no language or document-type restrictions. SELECTION CRITERIA Studies assessing the diagnostic accuracy of MRI for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease, with cross-sectional designs, using one of the acceptable reference standards, such as pathology of the explanted liver and histology of resected or biopsied focal liver lesion with at least a six-month follow-up. DATA COLLECTION AND ANALYSIS At least two review authors independently screened studies, extracted data, and assessed the risk of bias and applicability concerns, using the QUADAS-2 checklist. We presented the results of sensitivity and specificity, using paired forest plots, and we tabulated the results. We used a hierarchical meta-analysis model where appropriate. We presented uncertainty of the accuracy estimates using 95% confidence intervals (CIs). We double-checked all data extractions and analyses. MAIN RESULTS We included 34 studies, with 4841 participants. We judged all studies to be at high risk of bias in at least one domain because most studies used different reference standards, often inappropriate to exclude the presence of the target condition, and the time interval between the index test and the reference standard was rarely defined. Regarding applicability, we judged 15% (5/34) of studies to be at low concern and 85% (29/34) of studies to be at high concern mostly owing to characteristics of the participants, most of whom were on waiting lists for orthotopic liver transplantation, and due to pathology of the explanted liver being the only reference standard. MRI for hepatocellular carcinoma of any size and stage: sensitivity 84.4% (95% CI 80.1% to 87.9%) and specificity 93.8% (95% CI 90.1% to 96.1%) (34 studies, 4841 participants; low-certainty evidence). MRI for resectable hepatocellular carcinoma: sensitivity 84.3% (95% CI 77.6% to 89.3%) and specificity 92.9% (95% CI 88.3% to 95.9%) (16 studies, 2150 participants; low-certainty evidence). The observed heterogeneity in the results remains mostly unexplained. The sensitivity analyses, which included only studies with clearly prespecified positivity criteria and only studies in which the reference standard results were interpreted without knowledge of the results of the index test, showed no variation in the results. AUTHORS' CONCLUSIONS We found that using MRI as a second-line imaging modality to diagnose hepatocellular carcinoma of any size and stage, 16% of people with hepatocellular carcinoma would be missed, and 6% of people without hepatocellular carcinoma would be unnecessarily treated. For resectable hepatocellular carcinoma, we found that 16% of people with resectable hepatocellular carcinoma would improperly not be resected, while 7% of people without hepatocellular carcinoma would undergo inappropriate surgery. The uncertainty resulting from the high risk of bias in the included studies and concerns regarding their applicability limit our ability to confidently draw conclusions based on our results.
Collapse
Affiliation(s)
- Tin Nadarevic
- Department of Radiology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Agostino Colli
- Department of Transfusion Medicine and Haematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Vanja Giljaca
- Department of Gastroenterology, Heart of England NHS Foundation Trust, Birmingham, UK
| | - Mirella Fraquelli
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca´ Granda - Ospedale Maggiore Policlinico, Milan, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Cristina Manzotti
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca´ Granda - Ospedale Maggiore Policlinico, Milan, Italy
| | - Davor Štimac
- Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Damir Miletic
- Department of Radiology , Clinical Hospital Centre Rijeka, Rijeka, Croatia
| |
Collapse
|
25
|
Reappraisal of the roles of alpha-fetoprotein in hepatocellular carcinoma surveillance using large-scale nationwide database and hospital-based information. J Formos Med Assoc 2022; 121:2085-2092. [PMID: 35450743 DOI: 10.1016/j.jfma.2022.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 03/22/2022] [Accepted: 04/05/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND/PURPOSE Controversies over the use of alpha-fetoprotein (AFP) for detection of hepatocellular carcinoma (HCC) existed from guidelines. Using large-scale database and hospital-based information, we aimed to reappraise the role of AFP in HCC surveillance, including proportion of AFP elevation by stage of HCC, additional benefit of AFP in combination of ultrasonography (US) in the detection of early HCC, and survival in early HCC with high AFP levels. METHODS This retrospective study enrolled 43,437 patients from database of the Taiwan Cancer Registry (TCR) and 4250 patients from Kaohsiung Chang Gung Memorial Hospital (KCGMH) between January 2011 and December 2017. RESULTS The HCC cases in KCGMH accounted for 9.8% of the total cases in the TCR. Among both nationwide database and hospital-based information, the proportion of early HCC patients with an AFP level of ≥20 ng/mL was approximately 40%. In KCGMH, the proportion of patients with an AFP level of ≥20 ng/mL and a virus-related (hepatitis B and C) etiology was around 41.7%; furthermore, among patients with early HCC, those with an AFP level of ≥20 ng/mL had 4.7 years of median survival and 48.3% of the 5-year overall survival rate. By hospital electronic medical records review of early HCC cohort in KCGMH, approximately 10.9% of patients with AFP levels ≥20 ng/mL had US-undetectable early HCC. CONCLUSION This study suggested that AFP in combination with US would add an additional benefit as being a prompted role for detection of early HCC in patients with US-undetectable HCC.
Collapse
|
26
|
Zhan S, Yang P, Zhou S, Xu Y, Xu R, Liang G, Zhang C, Chen X, Yang L, Jin F, Wang Y. Serum mitochondrial tsRNA serves as a novel biomarker for hepatocarcinoma diagnosis. Front Med 2022; 16:216-226. [PMID: 35416630 DOI: 10.1007/s11684-022-0920-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 12/21/2021] [Indexed: 02/08/2023]
Abstract
Hepatocellular carcinoma (HCC), which makes up the majority of liver cancer, is induced by the infection of hepatitis B/C virus. Biomarkers are needed to facilitate the early detection of HCC, which is often diagnosed too late for effective therapy. The tRNA-derived small RNAs (tsRNAs) play vital roles in tumorigenesis and are stable in circulation. However, the diagnostic values and biological functions of circulating tsRNAs, especially for HCC, are still unknown. In this study, we first utilized RNA sequencing followed by quantitative reverse-transcription PCR to analyze tsRNA signatures in HCC serum. We identified tRF-Gln-TTG-006, which was remarkably upregulated in HCC serum (training cohort: 24 HCC patients vs. 24 healthy controls). In the validation stage, we found that tRF-Gln-TTG-006 signature could distinguish HCC cases from healthy subjects with high sensitivity (80.4%) and specificity (79.4%) even in the early stage (Stage I: sensitivity, 79.0%; specificity, 74.8%; 155 healthy controls vs. 153 HCC patients from two cohorts). Moreover, in vitro studies indicated that circulating tRF-Gln-TTG-006 was released from tumor cells, and its biological function was predicted by bioinformatics assay and validated by colony formation and apoptosis assays. In summary, our study demonstrated that serum tsRNA signature may serve as a novel biomarker of HCC.
Collapse
Affiliation(s)
- Shoubin Zhan
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Ping Yang
- Department of Clinical Laboratory, The Affiliated Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210023, China
| | - Shengkai Zhou
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Ye Xu
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Rui Xu
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Gaoli Liang
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Chenyu Zhang
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Xi Chen
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Liuqing Yang
- Department of Infectious Diseases, The First People's Hospital of Lianyungang, The First Affiliated Hospital of Kangda College of Nanjing Medical University, Lianyungang, 222000, China.
| | - Fangfang Jin
- School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
| | - Yanbo Wang
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, State Key Laboratory of Pharmaceutical Biotechnology and Department of Physiology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, 210023, China.
| |
Collapse
|
27
|
Force M, Park G, Chalikonda D, Roth C, Cohen M, Halegoua-DeMarzio D, Hann HW. Alpha-Fetoprotein (AFP) and AFP-L3 Is Most Useful in Detection of Recurrence of Hepatocellular Carcinoma in Patients after Tumor Ablation and with Low AFP Level. Viruses 2022; 14:v14040775. [PMID: 35458505 PMCID: PMC9031551 DOI: 10.3390/v14040775] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 03/31/2022] [Indexed: 02/04/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary malignancy of the liver and is a leading cause of mortality worldwide. While there are many risk factors for HCC including alcohol, obesity, and diabetes, hepatitis B virus (HBV) and hepatitis C virus (HCV) infection still account for the majority of HCC worldwide. Globally, HBV is the leading risk factor for HCC. Patients with chronic hepatitis B (CHB) and advanced liver disease are at high risk for HCC. Screening for HCC is done routinely with ultrasound with or without alpha-fetoprotein (AFP) at six-month intervals. The combination of ultrasound and AFP has been shown to provide some additional detection of 6–8% of cases compared to ultrasound alone; however, this also increases false-positive results. This is because AFP can be elevated not only in the setting of HCC, but also in chronic hepatitis, liver cirrhosis, or ALT flare in CHB, which limits the specificity of AFP. AFP-L3 is a subfraction of AFP that is produced by malignant hepatocytes. The ratio of AFP-L3 to total AFP is reported as a percentage, and over 10% AFP-L3 is consistent with a diagnosis of HCC. Here, we review five cases of patients with CHB, cirrhosis, and HCC, and their levels of AFP and the AFP-L3% at various stages of disease including ALT flare, cirrhosis, initial diagnosis of HCC, and recurrence of HCC. These cases emphasize the utility of AFP-L3% in identifying early, new or recurrent HCC prior to the presence of imaging findings.
Collapse
Affiliation(s)
- Madison Force
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (M.F.); (D.C.); (D.H.-D.)
| | - Grace Park
- Department of Medicine, Division of Gastrotenterology and Hepatology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
| | - Divya Chalikonda
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (M.F.); (D.C.); (D.H.-D.)
- Department of Medicine, Division of Gastrotenterology and Hepatology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
| | - Christopher Roth
- Department of Radiology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
| | - Micah Cohen
- Department of Radiology, Einstein Medical Center, Philadelphia, PA 19141, USA;
| | - Dina Halegoua-DeMarzio
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (M.F.); (D.C.); (D.H.-D.)
- Department of Medicine, Division of Gastrotenterology and Hepatology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
| | - Hie-Won Hann
- Department of Medicine, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA; (M.F.); (D.C.); (D.H.-D.)
- Department of Medicine, Division of Gastrotenterology and Hepatology, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA;
- Correspondence:
| |
Collapse
|
28
|
Cuesta-Sancho S, Márquez-Coello M, Illanes-Álvarez F, Márquez-Ruiz D, Arizcorreta A, Galán-Sánchez F, Montiel N, Rodriguez-Iglesias M, Girón-González JA. Hepatitis C: Problems to extinction and residual hepatic and extrahepatic lesions after sustained virological response. World J Hepatol 2022; 14:62-79. [PMID: 35126840 PMCID: PMC8790402 DOI: 10.4254/wjh.v14.i1.62] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 08/02/2021] [Accepted: 12/10/2021] [Indexed: 02/06/2023] Open
Abstract
Loss of follow-up or reinfections hinder the expectations of hepatitis C eradication despite the existence of highly effective treatments. Moreover, the elimination of the infection does not imply the reversion of those chronic alterations derived from the previous infection by hepatitis C virus (HCV). This review analyzes the risk factors associated with loss to follow-up in diagnosis or treatment, and the possibility of reinfection. Likewise, it assesses the residual alterations induced by chronic HCV infection considering the liver alterations (inflammation, fibrosis, risk of decompensation, hepatocellular carcinoma, liver transplantation) and, on the other hand, the comorbidities and extrahepatic manifestations (cryoglobulinemia, non-Hodgkin lymphoma, peripheral insulin resistance, and lipid, bone and cognitive alterations). Peculiarities present in subjects coinfected with human immunodeficiency virus are analyzed in each section.
Collapse
Affiliation(s)
- Sara Cuesta-Sancho
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Mercedes Márquez-Coello
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Francisco Illanes-Álvarez
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Denisse Márquez-Ruiz
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Ana Arizcorreta
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Fátima Galán-Sánchez
- Microbiología, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Natalia Montiel
- Microbiología, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - Manuel Rodriguez-Iglesias
- Microbiología, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| | - José-Antonio Girón-González
- Medicina Interna, Hospital Universitario Puerta del Mar, Facultad de Medicina, Universidad de Cádiz, Instituto para la Investigación e Innovación en Ciencias Biomédicas de Cádiz (INiBICA), Cádiz 11009, Spain
| |
Collapse
|
29
|
Chan MV, Huo YR, Trieu N, Mitchelle A, George J, He E, Lee AU, Chang J, Yang J. Noncontrast MRI for Hepatocellular Carcinoma Detection: A Systematic Review and Meta-analysis - A Potential Surveillance Tool? Clin Gastroenterol Hepatol 2022; 20:44-56.e2. [PMID: 33662596 DOI: 10.1016/j.cgh.2021.02.036] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 02/17/2021] [Accepted: 02/22/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS This meta-analysis investigates the diagnostic performance of non-contrast magnetic resonance imaging (MRI) for the detection of hepatocellular carcinoma (HCC). METHODS A systematic review was performed to May 2020 for studies which examined the diagnostic performance of non-contrast MRI (multi-sequence or diffusion-weighted imaging (DWI)- alone) for HCC detection in high risk patients. The primary outcome was accuracy for the detection of HCC. Random effects models were used to pool outcomes for sensitivity, specificity, positive likelihood ratio (LR) and negative LR. Subgroup analyses for cirrhosis and size of the lesion were performed. RESULTS Twenty-two studies were included involving 1685 patients for per-patient analysis and 2128 lesions for per-lesion analysis. Multi-sequence non-contrast MRI (NC-MRI) using T2+DWI±T1 sequences had a pooled per-patient sensitivity of 86.8% (95%CI:83.9-89.4%), specificity of 90.3% (95%CI:87.3-92.7%), and negative LR of 0.17 (95%CI:0.14-0.20). DWI-only MRI (DW-MRI) had a pooled sensitivity of 79.2% (95%CI:71.8-85.4%), specificity of 96.5% (95%CI:94.3-98.1%) and negative LR of 0.24 (95%CI:1.62-0.34). In patients with cirrhosis, NC-MRI had a pooled per-patient sensitivity of 87.3% (95%CI:82.7-91.0%) and specificity of 81.6% (95%CI:75.3-86.8%), whilst DWI-MRI had a pooled sensitivity of 71.4% (95%CI:60.5-80.8%) and specificity of 97.1% (95%CI:91.9-99.4%). For lesions <2 cm, the pooled per-lesion sensitivity was 77.1% (95%CI:73.8-80.2%). For lesions >2 cm, pooled per-lesion sensitivity was 88.5% (95%CI:85.0-91.5%). CONCLUSION Non-contrast MRI has a moderate negative LR and high specificity with acceptable sensitivity for the detection of HCC, even in patients with cirrhosis and with lesions <2 cm. Prospective trials to validate if non-contrast MRI can be used for HCC surveillance is warranted.
Collapse
Affiliation(s)
- Michael Vinchill Chan
- Department of Radiology, Concord Repatriation General Hospital, Sydney, Australia; Concord Hospital Clinical School, The University of Sydney, Sydney, Australia
| | - Ya Ruth Huo
- Department of Radiology, Concord Repatriation General Hospital, Sydney, Australia; Concord Hospital Clinical School, The University of Sydney, Sydney, Australia
| | - Nelson Trieu
- Department of Radiology, Concord Repatriation General Hospital, Sydney, Australia; Concord Hospital Clinical School, The University of Sydney, Sydney, Australia
| | - Amer Mitchelle
- Department of Radiology, Concord Repatriation General Hospital, Sydney, Australia
| | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research and Department of Gastroenterology and Hepatology, Westmead Hospital, University of Sydney, Sydney, Australia
| | - Emily He
- Department of Gastroenterology and Hepatology, Concord Repatriation General Hospital, Sydney, Australia
| | - Alice Unah Lee
- Department of Gastroenterology and Hepatology, Concord Repatriation General Hospital, Sydney, Australia
| | - Jeff Chang
- Department of Gastroenterology and Hepatology, Concord Repatriation General Hospital, Sydney, Australia
| | - Jessica Yang
- Department of Radiology, Concord Repatriation General Hospital, Sydney, Australia; Concord Hospital Clinical School, The University of Sydney, Sydney, Australia.
| |
Collapse
|
30
|
Voss BA, Khandelwal A, Wells ML, Inoue A, Venkatesh SK, Lee YS, Johnson MP, Fletcher JG. Impact of dual-energy 50-keV virtual monoenergetic images on radiologist confidence in detection of key imaging findings of small hepatocellular carcinomas using multiphase liver CT. Acta Radiol 2021; 63:1443-1452. [PMID: 34723681 DOI: 10.1177/02841851211052993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Dual-energy virtual monoenergetic images can increase iodine signal, potentially increasing the conspicuity of hepatic masses. PURPOSE To determine if dual-energy 50-keV virtual monoenergetic images improve visualization of key imaging findings or diagnostic confidence for small (≤2 cm) hepatocellular carcinomas (HCC) at multiphase, contrast-enhanced liver computed tomography (CT). MATERIAL AND METHODS Patients with chronic liver disease underwent multiphase dual-energy CT imaging for HCC, with late arterial and delayed phase dual-energy 50-keV images reconstructed. Two non-reader subspecialized gastrointestinal (GI) radiologists established the reference standard, determining the location and diagnosis of all hepatic lesions using predetermined criteria. Three GI radiologists interpreted mixed kV CT images without or with dual-energy 50-keV images. Radiologists identified potential HCCs and rated their confidence (0-100 scales) in imaging findings of arterial enhancement, enhancing capsule, tumor washout, and LI-RADS 5 (2018) category. RESULTS In total, 45 patients (14 women; mean age = 59.5 ± 10.9 years) with chronic liver disease were included. Of them, 19 patients had 25 HCCs ≤2 cm (mean size = 1.5 ± 0.4 cm). There were 17 LI-RADS 3 and 4 lesions and 19 benign lesions. Reader confidence in imaging findings of arterial enhancement, enhancing capsule, and non-peripheral washout significantly increased with dual-energy images (P ≤ 0.022). Overall confidence in HCC diagnosis increased significantly with dual-energy 50-keV images (52.4 vs. 68.8; P = 0.001). Dual-energy images demonstrated a slight but significant decrease in overall image quality. CONCLUSION Radiologist confidence in key imaging features of small HCCs and confidence in imaging diagnosis increases with use of dual-energy 50-keV images at multiphase, contrast-enhanced liver CT.
Collapse
Affiliation(s)
| | | | | | - Akitoshi Inoue
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - Yong S Lee
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Matthew P Johnson
- Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | | |
Collapse
|
31
|
Hernandez-Meza G, Vietti Violi N, Said D, Novogrodsky E, Villavisanis D, Maron SZ, Frere J, Schiano TD, Friedman S, Boffetta P, Branch A, Taouli B. MRI is the most commonly used imaging modality for HCC screening at a tertiary care transplant center. Abdom Radiol (NY) 2021; 46:5142-5151. [PMID: 34283266 DOI: 10.1007/s00261-021-03212-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 05/25/2021] [Accepted: 07/08/2021] [Indexed: 12/18/2022]
Abstract
PURPOSE In this study, we describe the patterns of hepatocellular carcinoma (HCC) screening with imaging and factors associated with imaging modality selection in a tertiary care transplant center. METHODS This was a retrospective study where all adult patients with cirrhosis and/or chronic hepatitis B virus infection referred for HCC screening with ultrasound (US), CT or MRI were identified during 2017. The association between imaging methods, demographic/clinical data were analyzed by uni- and multivariate analysis. RESULTS A total of 1437 patients were included (median age 61y, 59% male, median BMI 27.5 kg/m2, median AFP 3.4 ng/mL, 37% with HCV and 87% with cirrhosis). Index screening imaging method utilization included MRI (51%), US (33%) and CT (16%). Use of US as the index imaging modality for screening was significantly associated with race/ethnicity [Odds Ratio (OR) 1.71-2.01, all p < 0.05] in multivariate analysis. Presence of cirrhosis (OR 0.29, p < 0.001) and referral by a hepatologist (OR 0.23, p < 0.001) were associated with screening with MRI in the multivariate analysis; while gender, age, BMI, etiology and income at ZIP code of residence were not significantly associated with imaging modality selection. HCC was observed in 62 patients (prevalence 4.3%). Rate of HCC detection was significantly higher with MRI vs US (5.9% vs. 1.5%, p = 0.001). CONCLUSION MRI was the most frequently used modality (> 50%) for HCC screening in our tertiary care center, in contrast with the current practice guidelines. Race/ethnicity, cirrhosis and referral by a hepatologist were associated with the imaging method used for HCC screening.
Collapse
Affiliation(s)
- Gabriela Hernandez-Meza
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai (ISMMS), 1470 Madison Avenue, New York, NY, 10029, USA
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
| | - Naik Vietti Violi
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
- Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland
| | - Daniela Said
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
- Department of Radiology, Universidad de los Andes, Santiago, Chile
| | - Eitan Novogrodsky
- Department of Radiology, Albert Einstein College of Medicine, New York, NY, USA
| | - Dillan Villavisanis
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai (ISMMS), 1470 Madison Avenue, New York, NY, 10029, USA
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
| | - Samuel Z Maron
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai (ISMMS), 1470 Madison Avenue, New York, NY, 10029, USA
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
| | - Justin Frere
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai (ISMMS), 1470 Madison Avenue, New York, NY, 10029, USA
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA
| | - Thomas D Schiano
- Recanati/Miller Transplantation Institute, ISMMS, New York, NY, USA
| | | | - Paolo Boffetta
- Tisch Cancer Institute, ISMMS, New York, NY, USA
- Department of Family, Population & Preventive Medicine, Renaissance School of Medicine, Stony Brook, NY, USA
| | - Andrea Branch
- Division of Liver Diseases, ISMMS, New York, NY, USA
| | - Bachir Taouli
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai (ISMMS), 1470 Madison Avenue, New York, NY, 10029, USA.
- BioMedical Engineering and Imaging Institute, ISMMS, 1470 Madison Avenue, New York, NY, 10029, USA.
| |
Collapse
|
32
|
Cui D, Li W, Jiang D, Wu J, Xie J, Wu Y. Advances in Multi-Omics Applications in HBV-Associated Hepatocellular Carcinoma. Front Med (Lausanne) 2021; 8:754709. [PMID: 34660653 PMCID: PMC8514776 DOI: 10.3389/fmed.2021.754709] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 08/31/2021] [Indexed: 12/15/2022] Open
Abstract
Hepatitis B virus (HBV) specifically infects liver cells, leading to progressive liver cirrhosis and significantly increasing the risk of hepatocellular carcinoma (HCC). The maturity of sequencing technology, improvement in bioinformatics data analysis and progress of omics technologies had improved research efficiency. The occurrence and progression of HCC are affected by multisystem and multilevel pathological changes. With the application of single-omics technologies, including genomics, transcriptomics, metabolomics and proteomics in tissue and body fluid samples, and even the novel development of multi-omics analysis on a single-cell platform, HBV-associated HCC changes can be better analyzed. The review summarizes the application of single omics and combined analysis of multi-omics data in HBV-associated HCC and proposes the importance of multi-omics analysis in the type of HCC, which provide the possibility for the precise diagnosis and therapy of HBV-associated HCC.
Collapse
Affiliation(s)
- Dawei Cui
- Department of Blood Transfusion, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Wei Li
- Center of Research Laboratory, The First People's Hospital of Lianyungang, Lianyungang, China
| | - Daixi Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jianguo Wu
- Department of Laboratory Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Jue Xie
- Department of Blood Transfusion, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yingping Wu
- Department of Laboratory Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| |
Collapse
|
33
|
Nadarevic T, Giljaca V, Colli A, Fraquelli M, Casazza G, Miletic D, Štimac D. Computed tomography for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease. Cochrane Database Syst Rev 2021; 10:CD013362. [PMID: 34611889 PMCID: PMC8493329 DOI: 10.1002/14651858.cd013362.pub2] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Hepatocellular carcinoma occurs mostly in people with chronic liver disease and ranks sixth in terms of global incidence of cancer, and fourth in terms of cancer deaths. In clinical practice, computed tomography (CT) is used as a second-line diagnostic imaging modality to confirm the presence of focal liver lesions suspected as hepatocellular carcinoma on prior diagnostic test such as abdominal ultrasound or alpha-foetoprotein, or both, either in surveillance programmes or in clinical settings. According to current guidelines, a single contrast-enhanced imaging study CT or magnetic resonance imaging (MRI) showing typical hallmarks of hepatocellular carcinoma in people with cirrhosis is valid to diagnose hepatocellular carcinoma. However, a significant number of hepatocellular carcinomas do not show typical hallmarks on imaging modalities, and hepatocellular carcinoma is, therefore, missed. There is no clear evidence of the benefit of surveillance programmes in terms of overall survival: the conflicting results can be a consequence of inaccurate detection, ineffective treatment, or both. Assessing the diagnostic accuracy of CT may clarify whether the absence of benefit could be related to underdiagnosis. Furthermore, an assessment of the accuracy of CT in people with chronic liver disease, who are not included in surveillance programmes is needed for either ruling out or diagnosing hepatocellular carcinoma. OBJECTIVES Primary: to assess the diagnostic accuracy of multidetector, multiphasic contrast-enhanced CT for the diagnosis of hepatocellular carcinoma of any size and at any stage in adults with chronic liver disease, either in a surveillance programme or in a clinical setting. Secondary: to assess the diagnostic accuracy of CT for the diagnosis of resectable hepatocellular carcinoma in adults with chronic liver disease. SEARCH METHODS We searched the Cochrane Hepato-Biliary Trials Register, Cochrane Hepato-Biliary Diagnostic-Test-Accuracy Studies Register, the Cochrane Library, MEDLINE, Embase, LILACS, Science Citation Index Expanded, and Conference Proceedings Citation Index - Science until 4 May 2021. We applied no language or document-type restrictions. SELECTION CRITERIA Studies assessing the diagnostic accuracy of CT for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease, with cross-sectional designs, using one of the acceptable reference standards, such as pathology of the explanted liver and histology of resected or biopsied focal liver lesion with at least a six-month follow-up. DATA COLLECTION AND ANALYSIS At least two review authors independently screened studies, extracted data, and assessed the risk of bias and applicability concerns, using the QUADAS-2 checklist. We presented the results of sensitivity and specificity, using paired forest plots, and tabulated the results. We used a hierarchical meta-analysis model where appropriate. We presented uncertainty of the accuracy estimates using 95% confidence intervals (CIs). We double-checked all data extractions and analyses. MAIN RESULTS We included 21 studies, with a total of 3101 participants. We judged all studies to be at high risk of bias in at least one domain because most studies used different reference standards, often inappropriate to exclude the presence of the target condition, and the time-interval between the index test and the reference standard was rarely defined. Regarding applicability in the patient selection domain, we judged 14% (3/21) of studies to be at low concern and 86% (18/21) of studies to be at high concern owing to characteristics of the participants who were on waiting lists for orthotopic liver transplantation. CT for hepatocellular carcinoma of any size and stage: sensitivity 77.5% (95% CI 70.9% to 82.9%) and specificity 91.3% (95% CI 86.5% to 94.5%) (21 studies, 3101 participants; low-certainty evidence). CT for resectable hepatocellular carcinoma: sensitivity 71.4% (95% CI 60.3% to 80.4%) and specificity 92.0% (95% CI 86.3% to 95.5%) (10 studies, 1854 participants; low-certainty evidence). In the three studies at low concern for applicability (861 participants), we found sensitivity 76.9% (95% CI 50.8% to 91.5%) and specificity 89.2% (95% CI 57.0% to 98.1%). The observed heterogeneity in the results remains mostly unexplained. The sensitivity analyses, which included only studies with clearly prespecified positivity criteria and only studies in which the reference standard results were interpreted without knowledge of the results of the index test, showed no variation in the results. AUTHORS' CONCLUSIONS In the clinical pathway for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease, CT has roles as a confirmatory test for hepatocellular carcinoma lesions, and for staging assessment. We found that using CT in detecting hepatocellular carcinoma of any size and stage, 22.5% of people with hepatocellular carcinoma would be missed, and 8.7% of people without hepatocellular carcinoma would be unnecessarily treated. For resectable hepatocellular carcinoma, we found that 28.6% of people with resectable hepatocellular carcinoma would improperly not be resected, while 8% of people without hepatocellular carcinoma would undergo inappropriate surgery. The uncertainty resulting from the high risk of bias in the included studies and concerns regarding their applicability limit our ability to confidently draw conclusions based on our results.
Collapse
Affiliation(s)
- Tin Nadarevic
- Department of Radiology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Vanja Giljaca
- Department of Gastroenterology, Heart of England NHS Foundation Trust, Birmingham, UK
| | - Agostino Colli
- Department of Transfusion Medicine and Haematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Mirella Fraquelli
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| | - Damir Miletic
- Department of Radiology , Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Davor Štimac
- Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| |
Collapse
|
34
|
Higuera-de-la-Tijera F, Castro-Narro GE, Velarde-Ruiz Velasco JA, Cerda-Reyes E, Moreno-Alcántar R, Aiza-Haddad I, Castillo-Barradas M, Cisneros-Garza LE, Dehesa-Violante M, Flores-Calderón J, González-Huezo MS, Márquez-Guillén E, Muñóz-Espinosa LE, Pérez-Hernández JL, Ramos-Gómez MV, Sierra-Madero J, Sánchez-Ávila JF, Torre-Delgadillo A, Torres R, Marín-López ER, Kershenobich D, Wolpert-Barraza E. Asociación Mexicana de Hepatología A.C. Clinical guideline on hepatitis B. REVISTA DE GASTROENTEROLOGIA DE MEXICO (ENGLISH) 2021; 86:403-432. [PMID: 34483073 DOI: 10.1016/j.rgmxen.2021.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 04/14/2021] [Indexed: 12/24/2022]
Abstract
Hepatitis B virus (HBV) infection continues to be a worldwide public health problem. In Mexico, at least three million adults are estimated to have acquired hepatitis B (total hepatitis B core antibody [anti-HBc]-positive), and of those, 300,000 active carriers (hepatitis B surface antigen [HBsAg]-positive) could require treatment. Because HBV is preventable through vaccination, its universal application should be emphasized. HBV infection is a major risk factor for developing hepatocellular carcinoma. Semi-annual liver ultrasound and serum alpha-fetoprotein testing favor early detection of that cancer and should be carried out in all patients with chronic HBV infection, regardless of the presence of advanced fibrosis or cirrhosis. Currently, nucleoside/nucleotide analogues that have a high barrier to resistance are the first-line therapies.
Collapse
Affiliation(s)
- F Higuera-de-la-Tijera
- Departamento de Gastroenterología, Hospital General de México "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - G E Castro-Narro
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico.
| | - J A Velarde-Ruiz Velasco
- Departamento de Gastroenterología, Hospital Civil de Guadalajara "Fray Antonio Alcalde", Guadalajara, Jalisco, Mexico
| | - E Cerda-Reyes
- Departamento de Gastroenterología, Hospital Central Militar, Mexico City, Mexico
| | - R Moreno-Alcántar
- Departamento de Gastroenterología, Hospital de Especialidades del Centro Médico Nacional Siglo XXI, IMSS, Mexico City, Mexico
| | - I Aiza-Haddad
- Clínica de Enfermedades Hepáticas, Hospital Ángeles Lomas, Mexico City, Mexico
| | - M Castillo-Barradas
- Departamento de Gastroenterología, Hospital de Especialidades del Centro Médico Nacional "La Raza", IMSS, Mexico City, Mexico
| | - L E Cisneros-Garza
- Centro de Enfermedades Hepáticas, Hospital San José, Nuevo León, Monterrey, Mexico
| | - M Dehesa-Violante
- Fundación Mexicana para la Salud Hepática A.C. (FUNDHEPA), Mexico City, Mexico
| | - J Flores-Calderón
- Departamento de Gastroenterología, Hospital de Pediatría del Centro Médico Nacional Siglo XXI, IMSS, Mexico City, Mexico
| | - M S González-Huezo
- Servicio de Gastroenterología y Endoscopia Gastrointestinal, ISSSEMYM, Metepec, Estado de México, Mexico
| | - E Márquez-Guillén
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico
| | - L E Muñóz-Espinosa
- Clínica de Hígado, Departamento de Medicina Interna, Hospital Universitario "Dr. José E. González", Universidad Autónoma de Nuevo León, Monterrey, Nuevo León, Mexico
| | - J L Pérez-Hernández
- Departamento de Gastroenterología, Hospital General de México "Dr. Eduardo Liceaga", Mexico City, Mexico
| | - M V Ramos-Gómez
- Departamento de Gastroenterología, Centro Médico Nacional "20 de Noviembre", ISSSTE, Mexico City, Mexico
| | - J Sierra-Madero
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico
| | - J F Sánchez-Ávila
- Tecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Mexico City, Mexico
| | - A Torre-Delgadillo
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico
| | - R Torres
- Hospital de Infectología del Centro Médico Nacional "La Raza", IMSS, Mexico City, Mexico
| | | | - D Kershenobich
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico
| | | |
Collapse
|
35
|
Adeniji N, Dhanasekaran R. Current and Emerging Tools for Hepatocellular Carcinoma Surveillance. Hepatol Commun 2021; 5:1972-1986. [PMID: 34533885 PMCID: PMC8631096 DOI: 10.1002/hep4.1823] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 08/04/2021] [Accepted: 08/30/2021] [Indexed: 12/13/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a leading cause of cancer‐related mortality worldwide. Early detection of HCC enables patients to avail curative therapies that can improve patient survival. Current international guidelines advocate for the enrollment of patients at high risk for HCC, like those with cirrhosis, in surveillance programs that perform ultrasound every 6 months. In recent years, many studies have further characterized the utility of established screening strategies and have introduced new promising tools for HCC surveillance. In this review, we provide an overview of the most promising new imaging modalities and biomarkers for the detection of HCC. We discuss the role of imaging tools like ultrasound, computed tomography (CT), and magnetic resonance imaging (MRI) in the early detection of HCC, and describe recent innovations which can potentially enhance their applicability, including contrast enhanced ultrasound, low‐dose CT scans, and abbreviated MRI. Next, we outline the data supporting the use of three circulating biomarkers (i.e., alpha‐fetoprotein [AFP], AFP lens culinaris agglutinin‐reactive fraction, and des‐gamma‐carboxy prothrombin) in HCC surveillance, and expand on multiple emerging liquid biopsy biomarkers, including methylated cell‐free DNA (cfDNA), cfDNA mutations, extracellular vesicles, and circulating tumor cells. These promising new imaging modalities and biomarkers have the potential to improve early detection, and thus improve survival, in patients with HCC.
Collapse
Affiliation(s)
- Nia Adeniji
- Stanford School of Medicine, Stanford, CA, USA
| | | |
Collapse
|
36
|
A Radiomics Approach to Predict the Emergence of New Hepatocellular Carcinoma in Computed Tomography for High-Risk Patients with Liver Cirrhosis. Diagnostics (Basel) 2021; 11:diagnostics11091650. [PMID: 34573991 PMCID: PMC8471809 DOI: 10.3390/diagnostics11091650] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 01/02/2023] Open
Abstract
Liver cirrhosis poses a major risk for the development of hepatocellular carcinoma (HCC). This retrospective study investigated to what extent radiomic features allow the prediction of emerging HCC in patients with cirrhosis in contrast-enhanced computed tomography (CECT). A total of 51 patients with liver cirrhosis and newly detected HCC lesions (n = 82) during follow-up (FU-CT) after local tumor therapy were included. These lesions were not to have been detected by the radiologist in the chronologically prior CECT (PRE-CT). For training purposes, segmentations of 22 patients with liver cirrhosis but without HCC-recurrence were added. A total of 186 areas (82 HCCs and 104 cirrhotic liver areas without HCC) were analyzed. Using univariate analysis, four independent features were identified, and a multivariate logistic regression model was trained to classify the outlined regions as "HCC probable" or "HCC improbable". In total, 60/82 (73%) of segmentations with later detected HCC and 84/104 (81%) segmentations without HCC were classified correctly (AUC of 81%, 95% CI 74-87%), yielding a sensitivity of 72% (95% CI 57-83%) and a specificity of 86% (95% CI 76-96%). In conclusion, the model predicted the occurrence of new HCCs within segmented areas with an acceptable sensitivity and specificity in cirrhotic liver tissue in CECT.
Collapse
|
37
|
Higuera-de-la-Tijera F, Castro-Narro GE, Velarde-Ruiz Velasco JA, Cerda-Reyes E, Moreno-Alcántar R, Aiza-Haddad I, Castillo-Barradas M, Cisneros-Garza LE, Dehesa-Violante M, Flores-Calderón J, González-Huezo MS, Márquez-Guillén E, Muñóz-Espinosa LE, Pérez-Hernández JL, Ramos-Gómez MV, Sierra-Madero J, Sánchez-Ávila JF, Torre-Delgadillo A, Torres R, Marín-López ER, Kershenobich D, Wolpert-Barraza E. Asociación Mexicana de Hepatología A.C. Clinical guideline on hepatitis B. REVISTA DE GASTROENTEROLOGIA DE MEXICO (ENGLISH) 2021; 86:S0375-0906(21)00061-6. [PMID: 34384668 DOI: 10.1016/j.rgmx.2021.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 04/11/2021] [Accepted: 04/14/2021] [Indexed: 02/07/2023]
Abstract
Hepatitis B virus (HBV) infection continues to be a worldwide public health problem. In Mexico, at least three million adults are estimated to have acquired hepatitis B (total hepatitis B core antibody [anti-HBc]-positive), and of those, 300,000 active carriers (hepatitis B surface antigen [HBsAg]-positive) could require treatment. Because HBV is preventable through vaccination, its universal application should be emphasized. HBV infection is a major risk factor for developing hepatocellular carcinoma. Semi-annual liver ultrasound and serum alpha-fetoprotein testing favor early detection of that cancer and should be carried out in all patients with chronic HBV infection, regardless of the presence of advanced fibrosis or cirrhosis. Currently, nucleoside/nucleotide analogues that have a high barrier to resistance are the first-line therapies.
Collapse
Affiliation(s)
- F Higuera-de-la-Tijera
- Departamento de Gastroenterología, Hospital General de México «Dr. Eduardo Liceaga», Ciudad de México, México
| | - G E Castro-Narro
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición «Salvador Zubirán», Ciudad de México, México.
| | - J A Velarde-Ruiz Velasco
- Departamento de Gastroenterología, Hospital Civil de Guadalajara «Fray Antonio Alcalde», Guadalajara, Jalisco, México
| | - E Cerda-Reyes
- Departamento de Gastroenterología, Hospital Central Militar, Ciudad de México, México
| | - R Moreno-Alcántar
- Departamento de Gastroenterología, Hospital de Especialidades del Centro Médico Nacional Siglo XXI, IMSS, Ciudad de México, México
| | - I Aiza-Haddad
- Clínica de Enfermedades Hepáticas, Hospital Ángeles Lomas, Ciudad de México, México
| | - M Castillo-Barradas
- Departamento de Gastroenterología, Hospital de Especialidades del Centro Médico Nacional «La Raza», IMSS, Ciudad de México, México
| | - L E Cisneros-Garza
- Centro de Enfermedades Hepáticas, Hospital San José, Nuevo León, Monterrey, México
| | - M Dehesa-Violante
- Fundación Mexicana para la Salud Hepática A.C. (FUNDHEPA), Ciudad de México, México
| | - J Flores-Calderón
- Departamento de Gastroenterología, Hospital de Pediatría del Centro Médico Nacional Siglo XXI, IMSS, Ciudad de México, México
| | - M S González-Huezo
- Servicio de Gastroenterología y Endoscopia Gastrointestinal, ISSSEMYM, Metepec, Estado de México, México
| | - E Márquez-Guillén
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición «Salvador Zubirán», Ciudad de México, México
| | - L E Muñóz-Espinosa
- Clínica de Hígado, Departamento de Medicina Interna, Hospital Universitario «Dr. José E. González», Universidad Autónoma de Nuevo León, Monterrey, Nuevo León, México
| | - J L Pérez-Hernández
- Departamento de Gastroenterología, Hospital General de México «Dr. Eduardo Liceaga», Ciudad de México, México
| | - M V Ramos-Gómez
- Departamento de Gastroenterología, Centro Médico Nacional «20 de Noviembre», ISSSTE, Ciudad de México, México
| | - J Sierra-Madero
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición «Salvador Zubirán», Ciudad de México, México
| | - J F Sánchez-Ávila
- Tecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Ciudad de México, México
| | - A Torre-Delgadillo
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición «Salvador Zubirán», Ciudad de México, México
| | - R Torres
- Hospital de Infectología del Centro Médico Nacional «La Raza», IMSS, Ciudad de México, México
| | | | - D Kershenobich
- Departamento de Gastroenterología, Instituto Nacional de Ciencias Médicas y Nutrición «Salvador Zubirán», Ciudad de México, México
| | | |
Collapse
|
38
|
Tran NH, Kisiel J, Roberts LR. Using cell-free DNA for HCC surveillance and prognosis. JHEP Rep 2021; 3:100304. [PMID: 34136776 PMCID: PMC8182265 DOI: 10.1016/j.jhepr.2021.100304] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 04/22/2021] [Accepted: 04/24/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common form of primary liver cancer. Its incidence is rising faster than any other cancer in the United States and it remains one of the leading causes of cancer-related deaths worldwide. While advances in massive parallel sequencing and integration of 'omics information have transformed the field of oncology, tissue access is often limited in HCC and a single biopsy is poorly representative of the known genetic heterogeneity of tumours. Liquid biopsy has emerged as a promising strategy for analysing circulating tumour components including circulating tumour DNA. Cell-free DNA and tumour DNA are derived from necrotic, apoptotic and living eukaryotic cells. The profiling of genetic and epigenetic alterations in circulating cell-free DNA has potential clinical applications including early disease detection, prediction of treatment response and prognostication in real time. Novel biomarker candidates for disease detection and monitoring are under study. Of these, methylation analyses of circulating tumour DNA have shown promising performance for early HCC detection in at-risk patients. Assessments of assay performance in longitudinal validation cohorts are ongoing. Implementation of liquid biopsy for HCC will likely improve upon the current surveillance strategy. This review summarises the most recent developments on the role and utility of circulating cell-free DNA in the detection and management of HCC.
Collapse
Affiliation(s)
- Nguyen H Tran
- Department of Oncology, Mayo Clinic, Rochester, Minnesota, United States
| | - John Kisiel
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, United States
| |
Collapse
|
39
|
Abstract
MR imaging has become a powerful tool for assessing liver disease and liver cancer; however, it entails complex, time-consuming, and costly protocols. Abbreviated MR imaging (AMRI) is emerging as a simpler, faster, and low-cost alternative to full-abdominal MR imaging protocols. Different AMRI approaches have been tested successfully in hepatocellular carcinoma detection and for assessment of diffuse liver disease. The most accurate, time-effective, and cost-effective protocol as well as the target population need to be defined. Prospective and multicentric studies, exploring different AMRI protocols versus the current standard of reference, should be performed.
Collapse
|
40
|
Samant H, Amiri HS, Zibari GB. Addressing the worldwide hepatocellular carcinoma: epidemiology, prevention and management. J Gastrointest Oncol 2021; 12:S361-S373. [PMID: 34422400 PMCID: PMC8343080 DOI: 10.21037/jgo.2020.02.08] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Accepted: 01/22/2020] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the sixth most common cancer in the world with rising incidence. Globally, there has been substantial variation in prevalence of risk factors for HCC over years, like control of viral hepatitis in developing countries but growing epidemic of fatty liver disease in developed world. Changing epidemiology of HCC is related to trends in these risk factors. HCC remains asymptomatic until it is very advanced which makes early detection by surveillance important in reducing HCC related mortality. Management of HCC. depends on stage of the tumor and severity of underlying liver disease. At present, resection and transplant are still the best curative options for small HCC, but recent advances in locoregional therapy and molecular targeted systemic therapy has changed the management for HCC at intermediate and advanced stages. This review is overview of global epidemiology, prevention, surveillance and emerging therapies for hepatocellular carcinoma.
Collapse
Affiliation(s)
- Hrishikesh Samant
- Division of Gastroenterology and Hepatology, LSU Health Science Center, Shreveport, LA, USA
| | - Hosein Shokouh Amiri
- John C McDonald Transplant Center, Willis Knighton Health System, Shreveport, LA, USA
| | - Gazi B. Zibari
- John C McDonald Transplant Center, Willis Knighton Health System, Shreveport, LA, USA
| |
Collapse
|
41
|
Tarao K, Nozaki A, Komatsu H, Komatsu T, Taguri M, Tanaka K, Yoshida T, Koyasu H, Chuma M, Numata K, Maeda S. Comparison of unenhanced magnetic resonance imaging and ultrasound in detecting very small hepatocellular carcinoma. World J Hepatol 2021; 13:699-708. [PMID: 34239704 PMCID: PMC8239491 DOI: 10.4254/wjh.v13.i6.699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/09/2021] [Accepted: 05/20/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND In hepatocellular carcinoma (HCC), detection and treatment prior to growth beyond 2 cm are important as a larger tumor size is more frequently associated with microvascular invasion and/or satellites. In the surveillance of very small HCC nodules (≤ 2 cm in maximum diameter, Barcelona clinical stage 0), we demonstrated that the tumor markers alpha-fetoprotein and PIVKA-Ⅱ are not so useful. Therefore, we must survey with imaging modalities. The superiority of magnetic resonance imaging (MRI) over ultrasound (US) to detect HCC was confirmed in many studies. Although enhanced MRI is now performed to accurately diagnose HCC, in conventional clinical practice for HCC surveillance in liver diseases, unenhanced MRI is widely performed throughout the world. While, MRI has made marked improvements in recent years.
AIM To make a comparison of unenhanced MRI and US in detecting very small HCC that was examined in the last ten years in patients in whom MRI and US examinations were performed nearly simultaneously.
METHODS In 394 patients with very small HCC nodules, those who underwent MRI and US at nearly the same time (on the same day whenever possible or at least within 14 days of one another) at the first diagnosis of HCC were selected. The detection rate of HCC with unenhanced MRI was investigated and compared with that of unenhanced US.
RESULTS The sensitivity of unenhanced MRI for detecting very small HCC was 95.1% (97/102, 95% confidence interval: 90.9-99.3) and that of unenhanced US was 69.6% (71/102, 95% confidence interval: 60.7-78.5). The sensitivity of unenhanced MRI for detecting very small HCC was significantly higher than that of unenhanced US (P < 0.001). Regarding the location of HCC in the liver in patients in whom detection by US was unsuccessful, S7-8 was identified in 51.7%.
CONCLUSION Currently, unenhanced MRI is a very useful tool for the surveillance of very small HCC in conventional clinical follow-up practice.
Collapse
Affiliation(s)
- Kazuo Tarao
- Tarao's Gastroenterological Clinic, Yokohama 241-0821, Japan
| | - Akito Nozaki
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan
| | - Hirokazu Komatsu
- Department of Gastroenterology, Yokohama Municipal Citizen's Hospital, Yokohama 240-0855, Japan
| | - Tatsuji Komatsu
- Department of Clinical Research, National Hospital Organization, Yokohama Medical Center, Yokohama 245-8575, Japan
| | - Masataka Taguri
- Department of Data Science, Yokohama City University, Yokohama 236-0004, Japan
| | - Katsuaki Tanaka
- Department of Gastroenterology, Hadano Red Cross Hospital, Hadano City 257-0017, Japan
| | - Testuo Yoshida
- Department of Radiology, Ashigarakami Hospital, Yokohama 258-0003, Japan
| | - Hideki Koyasu
- Department of Radiology, Koyasu Clinic, Yokohama 241-0821, Japan
| | - Makoto Chuma
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan
| | - Kazushi Numata
- Gastroenterological Center, Yokohama City University Medical Center, Yokohama 232-0024, Japan
| | - Shin Maeda
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine, Yokohama 236-0004, Japan
| |
Collapse
|
42
|
Sheng RF, Zheng LY, Jin KP, Sun W, Liao S, Zeng MS, Dai YM. Single-breath-hold T2WI liver MRI with deep learning-based reconstruction: A clinical feasibility study in comparison to conventional multi-breath-hold T2WI liver MRI. Magn Reson Imaging 2021; 81:75-81. [PMID: 34147594 DOI: 10.1016/j.mri.2021.06.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 03/23/2021] [Accepted: 06/15/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To investigate the clinical feasibility of single-breath-hold (SBH) T2-weighted (T2WI) liver MRI with deep learning-based reconstruction in the evaluation of image quality and lesion delineation, compared with conventional multi-breath-hold (MBH) T2WI. METHODS One hundred and fifty-two adult patients with suspected liver disease were prospectively enrolled. Two independent readers reviewed images acquired with conventional MBH-T2WI and SBH-T2WI at 3.0 T MR scanner. For image quality analyses, motion artifacts scores and boundary sharpness scores were compared using nonparametric Wilcoxon matched pairs tests between MBH-T2WI and SBH-T2WI. With the reference standard, 89 patients with 376 index lesions were included for lesion analyses. The lesion detection rates were compared by chi-square test, the lesion conspicuity scores and lesion-liver contrast ratio (CR) were compared using nonparametric Wilcoxon matched pairs tests between the two sequences. RESULTS For both readers, motion artifacts scores of SBH-T2WI were significantly lower than MBH-T2WI (P < 0.001). Boundary sharpness scores of SBH-T2WI were significantly higher than MBH-T2WI (P < 0.001). The lesion detection rates for SBH-T2WI were significantly higher than MBH-T2WI (P < 0.001); the differences of lesion detection rates between the two sequences were statistically significant for small (≤ 10 mm) liver lesions (P < 0.001), while not significant for larger (> 10 mm) lesions (P > 0.05). Lesion conspicuity scores were significantly higher on SBH-T2WI than MBH-T2WI in the entire cohort as well as in both stratified subgroups of lesions ≤10 mm and > 10 mm (P < 0.001 for all). CRs for focal liver lesions were also significantly higher with SBH-T2WI (P < 0.001). CONCLUSION The SBH-T2WI sequence with deep-learning based reconstruction showed promising performance as it provided significantly better image quality, lesion detectability, lesion conspicuity and contrast within a single breath-hold, compared with the conventional MBH-T2WI.
Collapse
Affiliation(s)
- Ruo-Fan Sheng
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai, 200032, China.; Shanghai Institute of Medical Imaging, Shanghai, China
| | - Li-Yun Zheng
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai, 200032, China.; Shanghai Institute of Medical Imaging, Shanghai, China.; Central Research Institute, United Imaging Healthcare, Shanghai, China
| | - Kai-Pu Jin
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai, 200032, China.; Shanghai Institute of Medical Imaging, Shanghai, China
| | - Wei Sun
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai, 200032, China
| | - Shu Liao
- Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Meng-Su Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University; Shanghai, 200032, China.; Shanghai Institute of Medical Imaging, Shanghai, China..
| | - Yong-Ming Dai
- Central Research Institute, United Imaging Healthcare, Shanghai, China
| |
Collapse
|
43
|
Wong VCL, Wong MI, Lam CT, Lung ML, Lam KO, Lee VHF. Hallmark microRNA signature in liquid biopsy identifies hepatocellular carcinoma and differentiates it from liver metastasis. J Cancer 2021; 12:4585-4594. [PMID: 34149922 PMCID: PMC8210546 DOI: 10.7150/jca.59933] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 05/19/2021] [Indexed: 12/25/2022] Open
Abstract
Purpose: This study aims to develop a liquid biopsy assay to identify HCC and differentially diagnose hepatocellular carcinoma (HCC) from colorectal carcinoma (CRC) liver metastasis. Methods: Thirty-two microRNAs (“HallMark-32” panel) were designed to target the ten cancer hallmarks in HCC. Quantitative PCR and supervised machine learning models were applied to develop an HCC-specific diagnostic model. One hundred thirty-three plasma samples from intermediate-stage HCC patients, colorectal cancer (CRC) patients with liver metastasis, and healthy individuals were examined. Results: Six differentially expressed microRNAs (“Signature-Six” panel) were identified after comparing HCC and healthy individuals. The microRNA miR-221-3p, miR-223-3p, miR-26a-5p, and miR-30c-5p were significantly down-regulated in the plasma of HCC samples, while miR-365a-3p and miR-423-3p were significantly up-regulated. Machine learning models combined with HallMark-32 and Signature-Six panels demonstrated promising performance with an AUC of 0.85-0.96 (p ≤ 0.018) and 0.84-0.93 (p ≤ 0.021), respectively. Further modeling improvement by adjusting sample quality variation in the HallMark-32 panel boosted the accuracy to 95% ± 0.01 and AUC to 0.991 (95% CI 0.96-1, p = 0.001), respectively. Even in alpha fetoprotein (AFP)-negative (< 20ng/mL) HCC samples, HallMark-32 still achieved 100% sensitivity in identifying HCC. The Cancer Genome Atlas (TCGA, n=372) analysis demonstrated a significant association between HallMark-32 and HCC patient survival. Conclusion: To the best of our knowledge, this is the first report to utilize circulating miRNAs and machine learning to differentiate HCC from CRC liver metastasis. In this setting, HallMark-32 and Signature-Six are promising non-invasive tests for HCC differential diagnosis and distinguishing HCC from healthy individuals.
Collapse
Affiliation(s)
- Victor Chun-Lam Wong
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Ming-In Wong
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Chi-Tat Lam
- OncoSeek Limited, Hong Kong Science and Technology Parks, Hong Kong Special Administrative Region, People's Republic of China
| | - Maria Li Lung
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
| | - Ka-On Lam
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
| | - Victor Ho-Fun Lee
- Department of Clinical Oncology, LKS Faculty of Medicine, The Hong Kong Special Administrative Region, People's Republic of China
| |
Collapse
|
44
|
Nadarevic T, Colli A, Giljaca V, Fraquelli M, Casazza G, Manzotti C, Štimac D, Miletic D. Magnetic resonance imaging for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease. Hippokratia 2021. [DOI: 10.1002/14651858.cd014798] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Tin Nadarevic
- Department of Radiology; Clinical Hospital Centre Rijeka; Rijeka Croatia
| | - Agostino Colli
- Department of Transfusion Medicine and Haematology; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Milano Italy
| | - Vanja Giljaca
- Department of Gastroenterology; Heart of England NHS Foundation Trust; Birmingham UK
| | - Mirella Fraquelli
- Gastroenterology and Endoscopy Unit; Fondazione IRCCS Ca´ Granda - Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Università degli Studi di Milano; Milan Italy
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco"; Università degli Studi di Milano; Milan Italy
| | - Cristina Manzotti
- Obstetrics and Gynecology Department; Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, Università degli Studi di Milano; Milan Italy
| | - Davor Štimac
- Department of Gastroenterology; Clinical Hospital Centre Rijeka; Rijeka Croatia
| | - Damir Miletic
- Department of Radiology ; Clinical Hospital Centre Rijeka; Rijeka Croatia
| |
Collapse
|
45
|
Zhang F, Wang Y, Chen G, Li Z, Xing X, Putz-Bankuti C, Stauber RE, Liu X, Madl T. Growing Human Hepatocellular Tumors Undergo a Global Metabolic Reprogramming. Cancers (Basel) 2021; 13:1980. [PMID: 33924061 PMCID: PMC8074141 DOI: 10.3390/cancers13081980] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/14/2021] [Accepted: 04/16/2021] [Indexed: 02/07/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a common malignancy with poor prognosis, high morbidity and mortality concerning with lack of effective diagnosis and high postoperative recurrence. Similar with other cancers, HCC cancer cells have to alter their metabolism to adapt to the changing requirements imposed by the environment of the growing tumor. In less vascularized regions of tumor, cancer cells experience hypoxia and nutrient starvation. Here, we show that HCC undergoes a global metabolic reprogramming during tumor growth. A combined proteomics and metabolomics analysis of paired peritumoral and tumor tissues from 200 HCC patients revealed liver-specific metabolic reprogramming and metabolic alterations with increasing tumor sizes. Several proteins and metabolites associated with glycolysis, the tricarboxylic acid cycle and pyrimidine synthesis were found to be differentially regulated in serum, tumor and peritumoral tissue with increased tumor sizes. Several prognostic metabolite biomarkers involved in HCC metabolic reprogramming were identified and integrated with clinical and pathological data. We built and validated this combined model to discriminate against patients with different recurrence risks. An integrated and comprehensive metabolomic analysis of HCC is provided by our present work. Metabolomic alterations associated with the advanced stage of the disease and poor clinical outcomes, were revealed. Targeting cancer metabolism may deliver effective therapies for HCC.
Collapse
Affiliation(s)
- Fangrong Zhang
- Gottfried Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstraße 6/6, 8010 Graz, Austria;
- BioTechMed-Graz, Mozartgasse 12/II, 8010 Graz, Austria
| | - Yingchao Wang
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou 350025, China; (Y.W.); (G.C.); (Z.L.); (X.X.)
| | - Geng Chen
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou 350025, China; (Y.W.); (G.C.); (Z.L.); (X.X.)
| | - Zhenli Li
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou 350025, China; (Y.W.); (G.C.); (Z.L.); (X.X.)
| | - Xiaohua Xing
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou 350025, China; (Y.W.); (G.C.); (Z.L.); (X.X.)
| | - Csilla Putz-Bankuti
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria; (C.P.-B.); (R.E.S.)
| | - Rudolf E. Stauber
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Medical University of Graz, Auenbruggerplatz 15, 8036 Graz, Austria; (C.P.-B.); (R.E.S.)
| | - Xiaolong Liu
- The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou 350025, China; (Y.W.); (G.C.); (Z.L.); (X.X.)
- Xiamen Institute of Rare Earth Materials, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Xiamen 361024, China
| | - Tobias Madl
- Gottfried Schatz Research Center, Molecular Biology and Biochemistry, Medical University of Graz, Neue Stiftingtalstraße 6/6, 8010 Graz, Austria;
- BioTechMed-Graz, Mozartgasse 12/II, 8010 Graz, Austria
- Xiamen Institute of Rare Earth Materials, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Xiamen 361024, China
| |
Collapse
|
46
|
Hintzen KFH, Grote J, Wintjens AGWE, Lubbers T, Eussen MMM, van Schooten FJ, Bouvy ND, Peeters A. Breath analysis for the detection of digestive tract malignancies: systematic review. BJS Open 2021; 5:6226007. [PMID: 33855362 PMCID: PMC8047095 DOI: 10.1093/bjsopen/zrab013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 11/27/2020] [Accepted: 02/03/2021] [Indexed: 01/01/2023] Open
Abstract
Background In recent decades there has been growing interest in the use of volatile organic compounds (VOCs) in exhaled breath as biomarkers for the diagnosis of multiple variants of cancer. This review aimed to evaluate the diagnostic accuracy and current status of VOC analysis in exhaled breath for the detection of cancer in the digestive tract. Methods PubMed and the Cochrane Library database were searched for VOC analysis studies, in which exhaled air was used to detect gastro-oesophageal, liver, pancreatic, and intestinal cancer in humans, Quality assessment was performed using the QUADAS-2 criteria. Data on diagnostic performance, VOCs with discriminative power, and methodological information were extracted from the included articles. Results Twenty-three articles were included (gastro-oesophageal cancer n = 14, liver cancer n = 1, pancreatic cancer n = 2, colorectal cancer n = 6). Methodological issues included different modalities of patient preparation and sampling and platform used. The sensitivity and specificity of VOC analysis ranged from 66.7 to 100 per cent and from 48.1 to 97.9 per cent respectively. Owing to heterogeneity of the studies, no pooling of the results could be performed. Of the VOCs found, 32 were identified in more than one study. Nineteen were reported as cancer type-specific, whereas 13 were found in different cancer types. Overall, decanal, nonanal, and acetone were the most frequently identified. Conclusion The literature on VOC analysis has documented a lack of standardization in study designs. Heterogeneity between the studies and insufficient validation of the results make interpretation of the outcomes challenging. To reach clinical applicability, future studies on breath analysis should provide an accurate description of the methodology and validate their findings.
Collapse
Affiliation(s)
- K F H Hintzen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands.,Department of Pharmacology and Toxicology, Maastricht University, Maastricht, the Netherlands
| | - J Grote
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - A G W E Wintjens
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - T Lubbers
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - M M M Eussen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - F J van Schooten
- Department of Pharmacology and Toxicology, Maastricht University, Maastricht, the Netherlands
| | - N D Bouvy
- Department of Surgery, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - A Peeters
- Department of Clinical Epidemiology and Medical Technology Assessment, Maastricht University Medical Centre, Maastricht, the Netherlands
| |
Collapse
|
47
|
Colli A, Nadarevic T, Miletic D, Giljaca V, Fraquelli M, Štimac D, Casazza G. Abdominal ultrasound and alpha-foetoprotein for the diagnosis of hepatocellular carcinoma in adults with chronic liver disease. Cochrane Database Syst Rev 2021; 4:CD013346. [PMID: 33855699 PMCID: PMC8078581 DOI: 10.1002/14651858.cd013346.pub2] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) occurs mostly in people with chronic liver disease and ranks sixth in terms of global instances of cancer, and fourth in terms of cancer deaths for men. Despite that abdominal ultrasound (US) is used as an initial test to exclude the presence of focal liver lesions and serum alpha-foetoprotein (AFP) measurement may raise suspicion of HCC occurrence, further testing to confirm diagnosis as well as staging of HCC is required. Current guidelines recommend surveillance programme using US, with or without AFP, to detect HCC in high-risk populations despite the lack of clear benefits on overall survival. Assessing the diagnostic accuracy of US and AFP may clarify whether the absence of benefit in surveillance programmes could be related to under-diagnosis. Therefore, assessment of the accuracy of these two tests for diagnosing HCC in people with chronic liver disease, not included in surveillance programmes, is needed. OBJECTIVES Primary: the diagnostic accuracy of US and AFP, alone or in combination, for the diagnosis of HCC of any size and at any stage in adults with chronic liver disease, either in a surveillance programme or in a clinical setting. Secondary: to assess the diagnostic accuracy of abdominal US and AFP, alone or in combination, for the diagnosis of resectable HCC; to compare the diagnostic accuracy of the individual tests versus the combination of both tests; to investigate sources of heterogeneity in the results. SEARCH METHODS We searched the Cochrane Hepato-Biliary Group Controlled Trials Register, the Cochrane Hepato-Biliary Group Diagnostic-Test-Accuracy Studies Register, Cochrane Library, MEDLINE, Embase, LILACS, Science Citation Index Expanded, until 5 June 2020. We applied no language or document-type restrictions. SELECTION CRITERIA Studies assessing the diagnostic accuracy of US and AFP, independently or in combination, for the diagnosis of HCC in adults with chronic liver disease, with cross-sectional and case-control designs, using one of the acceptable reference standards, such as pathology of the explanted liver, histology of resected or biopsied focal liver lesion, or typical characteristics on computed tomography, or magnetic resonance imaging, all with a six-months follow-up. DATA COLLECTION AND ANALYSIS We independently screened studies, extracted data, and assessed the risk of bias and applicability concerns, using the QUADAS-2 checklist. We presented the results of sensitivity and specificity, using paired forest-plots, and tabulated the results. We used a hierarchical meta-analysis model where appropriate. We presented uncertainty of the accuracy estimates using 95% confidence intervals (CIs). We double-checked all data extractions and analyses. MAIN RESULTS We included 373 studies. The index-test was AFP (326 studies, 144,570 participants); US (39 studies, 18,792 participants); and a combination of AFP and US (eight studies, 5454 participants). We judged at high-risk of bias all but one study. Most studies used different reference standards, often inappropriate to exclude the presence of the target condition, and the time-interval between the index test and the reference standard was rarely defined. Most studies with AFP had a case-control design. We also had major concerns for the applicability due to the characteristics of the participants. As the primary studies with AFP used different cut-offs, we performed a meta-analysis using the hierarchical-summary-receiver-operating-characteristic model, then we carried out two meta-analyses including only studies reporting the most used cut-offs: around 20 ng/mL or 200 ng/mL. AFP cut-off 20 ng/mL: for HCC (147 studies) sensitivity 60% (95% CI 58% to 62%), specificity 84% (95% CI 82% to 86%); for resectable HCC (six studies) sensitivity 65% (95% CI 62% to 68%), specificity 80% (95% CI 59% to 91%). AFP cut-off 200 ng/mL: for HCC (56 studies) sensitivity 36% (95% CI 31% to 41%), specificity 99% (95% CI 98% to 99%); for resectable HCC (two studies) one with sensitivity 4% (95% CI 0% to 19%), specificity 100% (95% CI 96% to 100%), and one with sensitivity 8% (95% CI 3% to 18%), specificity 100% (95% CI 97% to 100%). US: for HCC (39 studies) sensitivity 72% (95% CI 63% to 79%), specificity 94% (95% CI 91% to 96%); for resectable HCC (seven studies) sensitivity 53% (95% CI 38% to 67%), specificity 96% (95% CI 94% to 97%). Combination of AFP (cut-off of 20 ng/mL) and US: for HCC (six studies) sensitivity 96% (95% CI 88% to 98%), specificity 85% (95% CI 73% to 93%); for resectable HCC (two studies) one with sensitivity 89% (95% CI 73% to 97%), specificity of 83% (95% CI 76% to 88%), and one with sensitivity 79% (95% CI 54% to 94%), specificity 87% (95% CI 79% to 94%). The observed heterogeneity in the results remains mostly unexplained, and only in part referable to different cut-offs or settings (surveillance programme compared to clinical series). The sensitivity analyses, excluding studies published as abstracts, or with case-control design, showed no variation in the results. We compared the accuracy obtained from studies with AFP (cut-off around 20 ng/mL) and US: a direct comparison in 11 studies (6674 participants) showed a higher sensitivity of US (81%, 95% CI 66% to 90%) versus AFP (64%, 95% CI 56% to 71%) with similar specificity: US 92% (95% CI 83% to 97%) versus AFP 89% (95% CI 79% to 94%). A direct comparison of six studies (5044 participants) showed a higher sensitivity (96%, 95% CI 88% to 98%) of the combination of AFP and US versus US (76%, 95% CI 56% to 89%) with similar specificity: AFP and US 85% (95% CI 73% to 92%) versus US 93% (95% CI 80% to 98%). AUTHORS' CONCLUSIONS In the clinical pathway for the diagnosis of HCC in adults, AFP and US, singularly or in combination, have the role of triage-tests. We found that using AFP, with 20 ng/mL as a cut-off, about 40% of HCC occurrences would be missed, and with US alone, more than a quarter. The combination of the two tests showed the highest sensitivity and less than 5% of HCC occurrences would be missed with about 15% of false-positive results. The uncertainty resulting from the poor study quality and the heterogeneity of included studies limit our ability to confidently draw conclusions based on our results.
Collapse
Affiliation(s)
- Agostino Colli
- Department of Transfusion Medicine and Haematology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Tin Nadarevic
- Department of Radiology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Damir Miletic
- Department of Radiology , Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Vanja Giljaca
- Department of Gastroenterology, Heart of England NHS Foundation Trust, Birmingham, UK
| | - Mirella Fraquelli
- Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca´ Granda - Ospedale Maggiore Policlinico, Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Davor Štimac
- Department of Gastroenterology, Clinical Hospital Centre Rijeka, Rijeka, Croatia
| | - Giovanni Casazza
- Dipartimento di Scienze Biomediche e Cliniche "L. Sacco", Università degli Studi di Milano, Milan, Italy
| |
Collapse
|
48
|
Blanc JF, Debaillon-Vesque A, Roth G, Barbare JC, Baumann AS, Boige V, Boudjema K, Bouattour M, Crehange G, Dauvois B, Decaens T, Dewaele F, Farges O, Guiu B, Hollebecque A, Merle P, Selves J, Aparicio T, Ruiz I, Bouché O. Hepatocellular carcinoma: French Intergroup Clinical Practice Guidelines for diagnosis, treatment and follow-up (SNFGE, FFCD, GERCOR, UNICANCER, SFCD, SFED, SFRO, AFEF, SIAD, SFR/FRI). Clin Res Hepatol Gastroenterol 2021; 45:101590. [PMID: 33780876 DOI: 10.1016/j.clinre.2020.101590] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 11/12/2020] [Accepted: 11/24/2020] [Indexed: 02/04/2023]
Abstract
INTRODUCTION This document is a summary of the French Intergroup guidelines regarding the management of hepatocellular carcinoma (HCC) published in March 2019. METHOD It is a collaborative work under the auspices of most of the French medical societies involved in the management of HCC. It is based on the previous guidelines published in 2017. Recommendations are graded in 3 categories according to the level of evidence of data found in the literature. RESULTS The diagnosis and staging of HCC is essentially based on clinical, biological and imaging features. A pathological analysis obtained by a biopsy of tumoral and non-tumoral liver is recommended. HCCs can be divided into 2 groups, taking into account not only the tumor stage, but also liver function. HCCs accessible to curative treatments are tumors that are in Milan criteria or with an AFP score ≤ 2, mainly treated by surgical resection, local ablation or liver transplantation. Intermediate and advanced HCCs with no liver insufficiency, accessible only to palliative treatments, benefit from TACE, SIRT or systemic therapy according to the presence or absence of macrovascular invasion or extrahepatic spread. CONCLUSION Such recommendations are in permanent optimization and each individual case must be discussed in a multidisciplinary expert board.
Collapse
Affiliation(s)
| | | | - Gaël Roth
- CHU Grenoble-Alpes, Grenoble, France
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
49
|
Sparchez Z, Craciun R, Caraiani C, Horhat A, Nenu I, Procopet B, Sparchez M, Stefanescu H, Mocan T. Ultrasound or Sectional Imaging Techniques as Screening Tools for Hepatocellular Carcinoma: Fall Forward or Move Forward? J Clin Med 2021; 10:903. [PMID: 33668839 PMCID: PMC7956684 DOI: 10.3390/jcm10050903] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 02/18/2021] [Accepted: 02/21/2021] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is probably the epitome of a screening target, with a well-defined high-risk population, accessible screening methods, and multiple curative-intent treatments available for early disease. Per major societies guideline consensus, biannual ultrasound (US) surveillance of the at-risk patients is the current standard of care worldwide. Yet, despite its documented success in the past decades, this standard is far from perfect. While the whole community is working to further tighten the knots, a worrying number of cases still slip through this safety net. Consequently, these patients lose their chance to a curative solution which leads to a high disease burden with disproportionate mortality. While US will probably remain the fundamental staple in the screening strategy, key questions are seeking better answers. How can its caveats be addressed, and the technique be improved? When are further steps needed? How to increase accuracy without giving up on accessibility? This narrative review discusses the place of US surveillance in the bigger HCC picture, trying to navigate through its strengths and limits based on the most recent available evidence.
Collapse
Affiliation(s)
- Zeno Sparchez
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Rares Craciun
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Cosmin Caraiani
- Department of Medical Imaging, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Adelina Horhat
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Iuliana Nenu
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Bogdan Procopet
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Mihaela Sparchez
- Paediatric Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Horia Stefanescu
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| | - Tudor Mocan
- 3rd Medical Department, “Iuliu Hatieganu” University of Medicine and Pharmacy, 400162 Cluj-Napoca, Romania; (Z.S.); (A.H.); (I.N.); (B.P.); (T.M.)
- Regional Institute of Gastroenterology and Hepatology, 400162 Cluj-Napoca, Romania;
| |
Collapse
|
50
|
The Diagnostic Value of Serum PIVKA-II Alone or in Combination with AFP in Chinese Hepatocellular Carcinoma Patients. DISEASE MARKERS 2021; 2021:8868370. [PMID: 33628341 PMCID: PMC7884179 DOI: 10.1155/2021/8868370] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 10/13/2020] [Accepted: 01/31/2021] [Indexed: 01/02/2023]
Abstract
Background At present, the diagnostic accuracy of alpha-fetoprotein (AFP) for hepatocellular carcinoma (HCC) surveillance is insufficient. It remains controversial whether prothrombin induced by vitamin K absence II (PIVKA-II) has a better diagnostic value than AFP for HCC patients. Objective To investigate the diagnostic role of PIVKA-II alone or in combination with AFP in Chinese HCC patients. Methods Serum AFP and PIVKA-II levels were detected and analyzed in 308 HCC afflicted patients and 120 unafflicted controls. The receiver operator curve (ROC) and area under the curve (AUC) were conducted to evaluate the clinical value of AFP and PIVKA-II for diagnosing HCC and early HCC. Results In the whole HCC cohort, the diagnostic values of PIVKA-II were better than that of AFP. The AUC of PIVKA-II and AFP was 0.90 (95% CI 0.87-0.94) and 0.79 (95% CI 0.74-0.84), respectively. “AFP + PIVKA-II” yielded a high sensitivity of 95.1% and a specificity of 83.3%, with the AUC 0.89 (95% CI 0.85-0.93). In the early stage HCC group, the diagnostic accuracy of PIVKA-II was also better than that of AFP. The AUC of PIVKA-II and AFP was 0.83 (95% CI 0.77-0.89) and 0.75 (95% CI 0.68-0.81), respectively. “AFP + PIVKA-II” achieved the sensitivity of 83.3% and specificity of 89.1%, with an AUC of 0.86 (95% CI 0.81-0.91). Moreover, for AFP-negative HCC patients, serum PIVKA-II showed good diagnostic performance, with an AUC of 0.804 (95% CI 0.720-0.887). Besides, elevated PIVKA-II level was a strong independent risk factor for HCC patients with portal vein tumor thrombus (PVTT) (OR = 4.890, P = 0.020). Conclusion PIVKA-II is superior to AFP in HCC screening, and AFP in combination with PIVKA-II significantly improves the diagnostic value for Chinese HCC patients. PIVKA-II could effectively indicate HCC accompanied by PVTT and help to optimize the therapeutic strategy.
Collapse
|