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Moussa D, Flores JE, Doyle JS, Ryan M, Wallace J, Howell J. Synthesising enablers and barriers to hepatocellular carcinoma surveillance-A systematic review of qualitative findings. PLoS One 2025; 20:e0313216. [PMID: 39792827 PMCID: PMC11723554 DOI: 10.1371/journal.pone.0313216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 10/21/2024] [Indexed: 01/12/2025] Open
Abstract
BACKGROUND & AIMS This systematic literature review of qualitative findings aims to identify the perceived barriers and enablers for hepatocellular carcinoma (HCC) surveillance from patient and clinician perspectives. METHODS A systematic search of databases using key term combinations with the following inclusion criteria: 1) qualitative and quantitative (survey) studies exploring barriers and enablers of HCC surveillance, and 2) qualitative and quantitative (survey) studies exploring barriers and enablers of enagagement in clinical care for patients with cirrhosis and/or viral hepatitis. RESULTS The search returned 445 citations: 371 did not meet the study criteria and were excluded. 74 studies proceeded to full-text review, leading to 21 included studies (15 studies from searching with a further six studies from citation review) progressing to data extraction by two independent reviewers. Results from studies exploring patients' perspectives reinforce that barriers are experienced by patients across different health settings, cultures, and regions. Logistical barriers including costs and transportation, and knowledge/awareness barriers were commonly identified. Studies that included clinician perspectives highlighted the need for healthcare provider education and system-level interventions to optimize HCC surveillance uptake in clinical practice. CONCLUSION These findings highlight the critical need for interventions that enable engagement in HCC surveillance in health services.
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Affiliation(s)
- Dina Moussa
- University of Melbourne, Australia
- St Vincent’s Hospital Melbourne, Australia
- Disease Elimination Program, Burnet Institute, Australia
| | - Joan Ericka Flores
- University of Melbourne, Australia
- St Vincent’s Hospital Melbourne, Australia
| | - Joseph S. Doyle
- Disease Elimination Program, Burnet Institute, Australia
- Department of Infectious Diseases, Alfred Health and Monash University, Australia
| | - Marno Ryan
- St Vincent’s Hospital Melbourne, Australia
| | - Jack Wallace
- Disease Elimination Program, Burnet Institute, Australia
- Australian Research Centre in Sex, Health and Society, Latrobe University, Australia
- Centre for Social Research in Health, UNSW Sydney, Australia
| | - Jessica Howell
- University of Melbourne, Australia
- St Vincent’s Hospital Melbourne, Australia
- Disease Elimination Program, Burnet Institute, Australia
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Dilokthornsakul P, Sawangjit R, Tangkijvanich P, Chayanupatkul M, Permsuwan U. Simplified Chronic Hepatitis B Antiviral Initiation Criteria in Thailand: An Economic Evaluation. Value Health Reg Issues 2024; 43:101011. [PMID: 38848612 DOI: 10.1016/j.vhri.2024.101011] [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: 12/20/2023] [Revised: 03/21/2024] [Accepted: 04/22/2024] [Indexed: 06/09/2024]
Abstract
OBJECTIVES Criteria for antiviral treatment initiation in Thailand were complex and difficult to implement. This study determined the cost-effectiveness of 2 simplified antiviral treatment initiation criteria among patients with chronic hepatitis B in Thailand. METHODS A hybrid model of the decision tree and Markov model was developed. Two simplified antiviral treatment initiation criteria were the expanded criteria, treating patients with hepatitis B surface antigen positive and viral load (hepatitis B virus deoxyribonucleic acid) >2000 IU/mL or cirrhosis by tenofovir alafenamide (TAF), and the test-and-treat criteria, treating patients with hepatitis B surface antigen positive and viral load >10 IU/mL or cirrhosis by TAF. PubMed was searched from its inception to July 2023 to identify input parameters. Best supportive care was chosen for patients who were ineligible for TAF. Incremental cost-effectiveness ratio per quality-adjusted life-year (QALY) was calculated. RESULTS The expanded criteria and the test-and-treat could reduce the occurrence of patients progressing to hepatocellular carcinoma. In particular, both criteria could reduce 4846 new cases of hepatocellular carcinoma per 100 000 patients. The incremental cost-effectiveness ratios for the expanded criteria and the test-and-treat criteria were 24 838 Thai baht (THB)/QALY and 163 060 THB/QALY, respectively. CONCLUSIONS At the current willingness to pay of 160 000 THB/QALY, the expanded criteria were cost-effective, but the test-and-treat criteria were not cost-effective to be the simplified antiviral treatment initiation criteria for patients with chronic hepatitis B in Thailand.
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Affiliation(s)
- Piyameth Dilokthornsakul
- Center for Medical and Health Technology Assessment, Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand; Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand.
| | - Ratree Sawangjit
- Clinical Trial and Evidence-Based Synthesis Research Unit, Department of Clinical Pharmacy, Faculty of Pharmacy, Mahasarakham University, Mahasarakham, Thailand
| | - Pisit Tangkijvanich
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Maneerat Chayanupatkul
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Unchalee Permsuwan
- Center for Medical and Health Technology Assessment, Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand; Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
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Feng GH, Yue QQ, Zhao KH, Peng T, Tang T, Sun YX, Meng XR, Huang LL, Zeng X, Zeng Y. Factors affecting the compliance of hepatocellular carcinoma screening among high-risk populations: A systematic review and meta-analysis. Public Health Nurs 2024; 41:476-486. [PMID: 38468509 DOI: 10.1111/phn.13298] [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: 09/04/2023] [Revised: 01/25/2024] [Accepted: 02/22/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is the sixth most common cancer worldwide and the third leading cause of cancer mortality. HCC has high morbidity, high mortality, and low survival rates. Screening is one of the most significant methods of lowering incidence and death while also increasing survival. OBJECTIVES The aim of this study was to identify the facilitators and barriers to participation in HCC screening among high-risk populations. METHODS A comprehensive and systematic search was undertaken in PubMed, Web of Science, MEDLINE, EMBACE, EBSCOhost and the Cochrane Library. A combination of synonyms of the keywords including HCC, screening, factors and adherence were used for searching. Studies addressing the facilitators and barriers to HCC screening compliance in at-risk individuals were included. Data were synthesized using Review Manager version 5.4. A random/fixed effects model meta-analysis was performed to estimate the pooled data and expressed with odds ratio (OR) and 95% confidence interval (CI). RESULTS A total of seven articles met the inclusion criteria. Qualitative (n = 1) and quantitative (n = 6) studies using various types of surgery were conducted. The most commonly mentioned barriers were insufficient knowledge and awareness of HCC screening, unawareness of the necessity for early detection of HCC and lack of physician recommendation. A meta-analysis of seven studies showed that individuals with a family history of HCC increased screening uptake by nearly three times (OR: 2.69, 95% CI: 1.93, 3.75). Other most frequently reported facilitators include age, education level, and perceived risk et al. CONCLUSIONS Many barriers to HCC screening were found. Meanwhile, this review points out that improving the awareness of high-risk populations toward HCC screening is expected to enhance compliance, thereby promoting early diagnosis of liver cancer, reducing mortality, and alleviating the burden of HCC.
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Affiliation(s)
- Ge-Hui Feng
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Qian-Qian Yue
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Ke-Hao Zhao
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Tong Peng
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Tian Tang
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Ying-Xue Sun
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Xin-Ru Meng
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Li-Li Huang
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
| | - Xi Zeng
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute; Hengyang Medical School, University of South China, Hengyang, China
| | - Ying Zeng
- Department of International and Humanistic Nursing, Hunan Science Popularization Education Base, School of Nursing, Hengyang Medical School, University of South China, Hengyang, China
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute; Hengyang Medical School, University of South China, Hengyang, China
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Tangruangkiat S, Chaiwongkot N, Pamarapa C, Rawangwong T, Khunnarong A, Chainarong C, Sathapanawanthana P, Hiranrat P, Keerativittayayut R, Sungkarat W, Phonlakrai M. Diagnosis of focal liver lesions from ultrasound images using a pretrained residual neural network. J Appl Clin Med Phys 2024; 25:e14210. [PMID: 37991141 PMCID: PMC10795428 DOI: 10.1002/acm2.14210] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 09/18/2023] [Accepted: 11/07/2023] [Indexed: 11/23/2023] Open
Abstract
OBJECTIVE This study aims to develop a ResNet50-based deep learning model for focal liver lesion (FLL) classification in ultrasound images, comparing its performance with other models and prior research. METHODOLOGY We retrospectively collected 581 ultrasound images from the Chulabhorn Hospital's HCC surveillance and screening project (2010-2018). The dataset comprised five classes: non-FLL, hepatic cyst (Cyst), hemangioma (HMG), focal fatty sparing (FFS), and hepatocellular carcinoma (HCC). We conducted 5-fold cross-validation after random dataset partitioning, enhancing training data with data augmentation. Our models used modified pre-trained ResNet50, GGN, ResNet18, and VGG16 architectures. Model performance, assessed via confusion matrices for sensitivity, specificity, and accuracy, was compared across models and with prior studies. RESULTS ResNet50 outperformed other models, achieving a 5-fold cross-validation accuracy of 87 ± 2.2%. While VGG16 showed similar performance, it exhibited higher uncertainty. In the testing phase, the pretrained ResNet50 excelled in classifying non-FLL, cysts, and FFS. To compare with other research, ResNet50 surpassed the prior methods like two-layered feed-forward neural networks (FFNN) and CNN+ReLU in FLL diagnosis. CONCLUSION ResNet50 exhibited good performance in FLL diagnosis, especially for HCC classification, suggesting its potential for developing computer-aided FLL diagnosis. However, further refinement is required for HCC and HMG classification in future studies.
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Affiliation(s)
- Sutthirak Tangruangkiat
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Napatsorn Chaiwongkot
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Chayanon Pamarapa
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Thanatcha Rawangwong
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Araya Khunnarong
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Chanyanuch Chainarong
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Preeyanun Sathapanawanthana
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Pantajaree Hiranrat
- Sonographer School, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Ruedeerat Keerativittayayut
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Witaya Sungkarat
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
| | - Monchai Phonlakrai
- School of Radiological Technology, Faculty of Health Science TechnologyChulabhorn Royal AcademyBangkokThailand
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Dilokthornsakul P, Sawangjit R, Tangkijvanich P, Chayanupatkul M, Sriuttha P, Permsuwan U. Risk prediction algorithms in guiding antiviral therapy initiation among patients with chronic hepatitis B in Thailand: an economic evaluation and budget impact analysis. Expert Rev Pharmacoecon Outcomes Res 2023; 23:951-958. [PMID: 37381798 DOI: 10.1080/14737167.2023.2231636] [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: 04/22/2023] [Accepted: 06/19/2023] [Indexed: 06/30/2023]
Abstract
OBJECTIVE Several risk prediction algorithms have been developed to guide antiviral therapy initiation among patients with chronic hepatitis B (CHB). This study assessed the cost-effectiveness and budget impact of three risk prediction algorithms among patients with CHB in Thailand. METHODS A decision tree with a Markov model was constructed. Three risk prediction algorithms were compared with current practices including HePAA, TREAT-B and REACH-B. PubMed was searched from its inception to December 2022 to identify inputs. Tenofovir alafenamide and best supportive care were selected for antiviral-eligible patients, and incremental cost-effectiveness ratios per quality-adjusted life year (QALY) were calculated. RESULTS Our base case analysis showed that HePAA and REACH-B could provide better QALY (0.098 for HePAA and 0.921 for REACH-B) with decreased total healthcare costs (-10909 THB for HePAA and -8,637 THB for REACH-B). TREAT-B provided worse QALY (-0.144) with increased total healthcare costs (10,435 THB). The budget impacts for HePAA and REACH-B were 387 million THB and 3,653 million THB, respectively. CONCLUSION HePAA and REACH-B algorithms are cost-effective in guiding antiviral therapy initiation. REACH-B is the most cost-effective option, but has a high budget impact. Policymakers should consider both cost-effectiveness and budget impact findings when deciding which algorithm should be implemented.
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Affiliation(s)
- Piyameth Dilokthornsakul
- Center of Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
| | - Ratree Sawangjit
- Clinical Trial and Evidence-Based Synthesis Research Unit, Department of Clinical Pharmacy, Faculty of Pharmacy, Mahasarakham University, Mahasarakham, Thailand
| | - Pisit Tangkijvanich
- Center of Excellence in Hepatitis and Liver Cancer, Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Maneerat Chayanupatkul
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Pajaree Sriuttha
- Center of Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
| | - Unchalee Permsuwan
- Center of Medical and Health Technology Assessment (CM-HTA), Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
- Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai, Thailand
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Singal AG, Haaland B, Parikh ND, Ozbay AB, Kirshner C, Chakankar S, Porter K, Chhatwal J, Ayer T. Comparison of a multitarget blood test to ultrasound and alpha-fetoprotein for hepatocellular carcinoma surveillance: Results of a network meta-analysis. Hepatol Commun 2022; 6:2925-2936. [PMID: 35945907 PMCID: PMC9512471 DOI: 10.1002/hep4.2045] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/20/2022] [Accepted: 06/02/2022] [Indexed: 12/21/2022] Open
Abstract
Ultrasound-based surveillance has suboptimal sensitivity for early detection of hepatocellular carcinoma (HCC) in patients with cirrhosis. There are several emerging alternatives, including a novel multitarget HCC blood test (Mt-HBT). We compared performance of mt-HBT against ultrasound with or without alpha-fetoprotein (AFP) for early HCC detection in patients with cirrhosis. Per the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines, two reviewers searched PubMed, Cochrane, Embase, and clinicaltrials.gov databases from January 1990 through December 2020 to identify studies reporting sensitivity and/or specificity of ultrasound and AFP for overall and early stage HCC detection in patients with cirrhosis. Mt-HBT diagnostic performance was derived from a clinical validation study. A network meta-analysis model was built for comparative assessment, and pooled estimates of sensitivity at a fixed specificity were estimated based on Bayesian binormal receiver operating characteristic models for each modality. Forty-one studies (comprising 62,517 patients with cirrhosis) met inclusion criteria. Ultrasound-alone sensitivity was 51.6% (95% credible interval [CrI], 43.3%-60.5%) for early stage HCC detection, which increased with the addition of AFP to 74.1% (95% CrI, 62.6%-82.4%); however, this was offset by decreased specificity (87.9% vs. 83.9%, respectively). With specificity fixed at 90%, mt-HBT sensitivity for early stage HCC detection was higher than ultrasound alone (18.2%; 95% CrI, 0.2%-37.7%) and similar to ultrasound with AFP (-3.3%; 95% CrI, -22.3%-17.4%). Pairwise posterior probabilities suggested a preference for mt-HBT over ultrasound alone in 97.4% of cases but only 36.3% of cases versus ultrasound with AFP. Conclusion: A blood-based mt-HBT has higher sensitivity than ultrasound alone for early stage HCC detection but similar sensitivity compared to ultrasound and AFP. Mt-HBT could be a comparable alternative to existing methods for HCC surveillance in patients who are at risk.
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Affiliation(s)
- Amit G. Singal
- Division of Digestive and Liver DiseasesUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Benjamin Haaland
- University of Utah School of Medicine and Huntsman Cancer InstituteSalt Lake CityUtahUSA
| | - Neehar D. Parikh
- Division of Gastroenterology and HepatologyUniversity of Michigan Medical SchoolAnn ArborMichiganUSA
| | | | | | | | - Kyle Porter
- Exact Sciences CorporationMadisonWisconsinUSA
| | - Jagpreet Chhatwal
- Institute for Technology Assessment, Massachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Turgay Ayer
- Georgia Institute of TechnologyAtlantaGeorgiaUSA
- Emory Medical SchoolAtlantaGeorgiaUSA
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Kamalapirat T, Yingcharoen K, Ungtrakul T, Soonklang K, Dechma J, Chunnuan P, Kusuman P, Pothijaroen C, Tawpa J, Cheirsilpa K, Auewarakul C. Assessing risk scores for predicting hepatocellular carcinoma in Thai patients with chronic hepatitis B. J Viral Hepat 2021; 28:1034-1041. [PMID: 33880807 DOI: 10.1111/jvh.13517] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 03/16/2021] [Accepted: 04/04/2021] [Indexed: 12/12/2022]
Abstract
Chronic hepatitis B (CHB) infection-associated hepatocellular carcinoma (HCC) is a major health problem in Asian countries. Several HCC risk prediction models have been developed using either treated or untreated CHB patients. However, there is limited validation of these risk scores in a treated and untreated mixed CHB patient cohort. This study analysed and validated HCC risk scores among 2208 CHB patients who enrolled in the HCC surveillance programme in Thailand during July 2010. The baseline clinical and radiologic data of these CHB patients were applied to calculate various HCC risk scores. There were 20 patients (0.9%) with HCC development at the 5.9-year follow-up. The areas under the receiver operating characteristic curves (AUROCs) predicting HCC risk at 5 years were 0.80 (0.68-0.91), 0.73 (0.60-0.85), 0.79 (0.67-0.91), 0.70 (0.58-0.82), 0.72 (0.59-0.85), 0.76 (0.63-0.87) and 0.77 (0.64-0.89) for the GAG-HCC, CU-HCC, REACH-B, PAGE-B, mPAGE-B, CAMD and AASL scores, respectively. The overall HCC risk scores were accurate and comparable. However, the subgroup analysis revealed better HCC-risk-predictive performance in the treated patients, while performance was less helpful in those not fulfilling criteria for antiviral therapy. Clinicians should be aware of these data when using the HCC risk score in untreated CHB patients.
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Affiliation(s)
- Thanachote Kamalapirat
- Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Kesinee Yingcharoen
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Teerapat Ungtrakul
- Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Kamonwan Soonklang
- Data Management Unit, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Jiraporn Dechma
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Pitchayachuda Chunnuan
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Pattama Kusuman
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Charinthip Pothijaroen
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Jantarika Tawpa
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Kunsuda Cheirsilpa
- Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Chirayu Auewarakul
- Faculty of Medicine and Public Health, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
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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: 3.8] [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.
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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
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9
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Rashed WM, Kandeil MAM, Mahmoud MO, Ezzat S. Hepatocellular Carcinoma (HCC) in Egypt: A comprehensive overview. J Egypt Natl Canc Inst 2020; 32:5. [PMID: 32372179 DOI: 10.1186/s43046-020-0016-x] [Citation(s) in RCA: 108] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 01/02/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Worldwide, hepatocellular carcinoma (HCC) is a universal problem and its epidemiological data showed variation from place to place. Hepatocellular carcinoma (HCC) is the sixth and fourth common cancer in worldwide and Egypt, respectively. Egypt ranks the third and 15th most populous country in Africa and worldwide, respectively. The aim of this review is to compare the status of HCC in Egypt to that in the worldwide from different issues; risk factors, screening and surveillance, diagnosis and treatment, prevention, as well as research strategy. MAIN BODY The risk factors for HCC in Egypt are of great importance to be reported. The risk factor for HCC are either environmental- or host/genetic-related risk factors. In the last years, there is a tangible improvement of both screening and surveillance strategies of HCC in Egypt. The unprecedented national screening campaign launched by the end of 2018 is a mirror image of this improvement. While the improvement of the HCC prevention requires the governmental health administration to implement health policies. Although the diagnosis of Egyptian HCC patients follows the international guidelines but HCC treatment options are limited in terms of cost. In addition, there are limited Egyptian reports about HCC survival and relapse. Both basic and clinical HCC research in Egypt are still limited compared to worldwide. SHORT CONCLUSION Deep analysis and understanding of factors affecting HCC burden variation worldwide help in customization of efforts exerted to face HCC in different countries especially large country like Egypt. Overall, the presence of a research strategy to fight HCC in Egyptian patients will help in the optimum allocation of available resources to reduce the numbers of HCC cases and deaths and to improve the quality of life.
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Affiliation(s)
- Wafaa M Rashed
- Department of Research, Children's Cancer Hospital-57357, Cairo, Egypt.
| | | | - Mohamed O Mahmoud
- Department of Biochemistry, Faculty of Pharmacy, Beni-Suef University, Beni-Suef, Egypt
| | - Sameera Ezzat
- Department of Epidemiology and Prevention Medicine, National Liver Institute, Menoufia University, Menoufia, Egypt
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10
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Application of new ultrasound techniques for focal liver lesions. J Med Ultrason (2001) 2020; 47:215-237. [PMID: 31950396 DOI: 10.1007/s10396-019-01001-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 11/26/2019] [Indexed: 02/07/2023]
Abstract
Ultrasonography (US) has the overwhelming advantages of not entailing radiation exposure and being a noninvasive, real-time, convenient, easy-to-perform, and relatively inexpensive imaging modality. It is used as the first-line imaging modality for screening, detection, and diagnosis of focal liver lesions (FLLs) [small hepatocellular carcinomas (HCCs), in particular]. However, with the increasing demand for accurate and early diagnosis of small HCCs, newer radiologic methods need to be explored to overcome certain limitations of US. For example, the imaging is easily negatively affected by the presence of gas, rib cage, and subcutaneous fat, and is insensitive for capturing the subtle but vital information on the blood flow. It was in response to this need that new promising technologies such as contrast-enhanced ultrasound and fusion imaging were introduced for the detection of liver lesions. This paper presents an overview of the epidemiology and mechanisms of the development of HCCs, with an emphasis on the application of US in the diagnosis and treatment of FLLs. The aim of this article is to provide the state-of-the-art developments in the imaging diagnosis of FLLs and evaluation of ablation treatment of early HCCs. By keeping abreast of these recent advances, we hope that doctors and researchers working in the field of diagnosis/treatment of liver diseases will be able to discriminate benign FLLs such as regenerative nodules and focal nodular hyperplasia from HCCs, so as to avoid unnecessary repeated tumor biopsies and overtreatment. In particular, we expect that small HCCs or precancerous nodules (such as dysplastic nodules) can be accurately diagnosed and appropriately treated even at an early stage.
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11
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Pittman ME. Population-Specific Screening for Hepatocellular Carcinoma. Clin Chem 2019; 65:1477-1478. [PMID: 31672854 DOI: 10.1373/clinchem.2019.312058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Accepted: 09/24/2019] [Indexed: 11/06/2022]
Affiliation(s)
- Meredith E Pittman
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY.
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12
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Unić A, Derek L, Duvnjak M, Patrlj L, Rakić M, Kujundžić M, Renjić V, Štoković N, Dinjar P, Jukic A, Grgurević I. Diagnostic specificity and sensitivity of PIVKAII, GP3, CSTB, SCCA1 and HGF for the diagnosis of hepatocellular carcinoma in patients with alcoholic liver cirrhosis. Ann Clin Biochem 2017; 55:355-362. [DOI: 10.1177/0004563217726808] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Introduction Despite some new treatment possibilities, the improvement in survival rate for hepatocellular carcinoma (HCC) patients is still poor due to late diagnosis. The aim of this study was to investigate the diagnostic sensitivity and specificity of protein induced by vitamin K absence or antagonist-II (PIVKAII), Glypican-3 (GP3), Cystatin B (CSTB), squamous cell carcinoma antigen 1 (SCCA1) and hepatocyte growth factor (HGF) as potential tumour markers for HCC in patients with alcoholic liver cirrhosis (ALC) using imaging techniques (MSCT and MRI) as reference standards. Patients and methods Eighty-three participants were included: 20 healthy volunteers, 31 patients with ALC and 32 patients with HCC. Peripheral blood sampling was performed for each participant, and serum concentrations of PIVKAII, GP3, CSTB, SCCA1 and HGF were determined using commercial ELISA kits. Results Only serum concentrations of PIVKAII were significantly higher in HCC patients as compared with ALC and healthy controls (cut-off: 2.06 µg/L; AUC: 0.903), whereas individual diagnostic performance of other individual compounds was inadequate. The ‘best’ combination of tumour markers in our study includes all tested markers with AUC of 0.967. Conclusion While novel diagnostic tumour markers are urgently needed, the examined potential tumour markers, with the exception of PIVKAII seem to be inadequate for diagnosing HCC in ALC. Furthermore, probably the future is in finding the best optimal combination of tumour markers for diagnosing HCC based on cost-effectiveness.
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Affiliation(s)
- Adriana Unić
- University Department of Chemistry, Medical School University Hospital Sestre Milosrdnice, Zagreb, Croatia
| | - Lovorka Derek
- University Department of Chemistry, Medical School University Hospital Sestre Milosrdnice, Zagreb, Croatia
| | - Marko Duvnjak
- Division of Gastroenterology and Hepatology, Department of Medicine, Sestre Milosrdnice University Hospital, Zagreb, Croatia
- School of Medicine, University of Zagreb, Zagreb, Croatia
| | - Leonardo Patrlj
- School of Medicine, University of Zagreb, Zagreb, Croatia
- Department of Surgery, University Hospital Dubrava, Zagreb, Croatia
| | - Mislav Rakić
- School of Medicine, University of Zagreb, Zagreb, Croatia
- Department of Surgery, University Hospital Dubrava, Zagreb, Croatia
| | - Milan Kujundžić
- School of Medicine, University of Zagreb, Zagreb, Croatia
- Department of Gastroenterology, Hepatology and Clinical Nutrition, University Hospital Dubrava, Zagreb, Croatia
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
| | - Vesna Renjić
- Department of Gastroenterology, Hepatology and Clinical Nutrition, University Hospital Dubrava, Zagreb, Croatia
| | | | - Petra Dinjar
- Department of Gastroenterology and Hepatology, University Hospital Merkur, Zagreb, Croatia
| | - Anita Jukic
- Department of Internal Medicine, University Hospital Centre Split, Split, Croatia
| | - Ivica Grgurević
- School of Medicine, University of Zagreb, Zagreb, Croatia
- Department of Gastroenterology, Hepatology and Clinical Nutrition, University Hospital Dubrava, Zagreb, Croatia
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
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Affiliation(s)
- Necati Örmeci
- Department of Gastroenterology, Ankara University Medical School, Ankara, Turkey.
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