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1.
Med ; 5(6): 570-582.e4, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38554711

ABSTRACT

BACKGROUND: Noninvasive and early assessment of liver fibrosis is of great significance and is challenging. We aimed to evaluate the predictive performance and cost-effectiveness of the LiverRisk score for liver fibrosis and liver-related and diabetes-related mortality in the general population. METHODS: The general population from the NHANES 2017-March 2020, NHANES 1999-2018, and UK Biobank 2006-2010 were included in the cross-sectional cohort (n = 3,770), along with the NHANES follow-up cohort (n = 25,317) and the UK Biobank follow-up cohort (n = 17,259). The cost-effectiveness analysis was performed using TreeAge Pro software. Liver stiffness measurements ≥10 kPa were defined as compensated advanced chronic liver disease (cACLD). FINDINGS: Compared to conventional scores, the LiverRisk score had significantly better accuracy and calibration in predicting liver fibrosis, with an area under the receiver operating characteristic curve (AUC) of 0.76 (0.72-0.79) for cACLD. According to the updated thresholds of LiverRisk score (6 and 10), we reclassified the population into three groups: low, medium, and high risk. The AUCs of LiverRisk score for predicting liver-related and diabetes-related mortality at 5, 10, and 15 years were all above 0.8, with better performance than the Fibrosis-4 score. Furthermore, compared to the low-risk group, the medium-risk and high-risk groups in the two follow-up cohorts had a significantly higher risk of liver-related and diabetes-related mortality. Finally, the cost-effectiveness analysis showed that the incremental cost-effectiveness ratio for LiverRisk score compared to FIB-4 was USD $18,170 per additional quality-adjusted life-year (QALY) gained, below the willingness-to-pay threshold of $50,000/QALY. CONCLUSIONS: The LiverRisk score is an accurate, cost-effective tool to predict liver fibrosis and liver-related and diabetes-related mortality in the general population. FUNDING: The National Natural Science Foundation of China (nos. 82330060, 92059202, and 92359304); the Key Research and Development Program of Jiangsu Province (BE2023767a); the Fundamental Research Fund of Southeast University (3290002303A2); Changjiang Scholars Talent Cultivation Project of Zhongda Hospital of Southeast University (2023YJXYYRCPY03); and the Research Personnel Cultivation Program of Zhongda Hospital Southeast University (CZXM-GSP-RC125).


Subject(s)
Cost-Benefit Analysis , Liver Cirrhosis , Humans , Liver Cirrhosis/mortality , Liver Cirrhosis/economics , Female , Male , Middle Aged , Adult , Cross-Sectional Studies , Diabetes Mellitus/mortality , Diabetes Mellitus/epidemiology , Diabetes Mellitus/economics , Aged , Risk Assessment , Elasticity Imaging Techniques/economics , Predictive Value of Tests , Nutrition Surveys , ROC Curve
2.
Arch Iran Med ; 25(2): 118-123, 2022 02 01.
Article in English | MEDLINE | ID: mdl-35429949

ABSTRACT

BACKGROUND: In the last two decades, the simple low-cost abdominal ultrasound (US) examination for the diagnosis of advanced fibrosis and cirrhosis was displaced by very expensive and not readily available modern imaging systems like magnetic resonance imaging (MRI), computed tomography (CT) scan and transient elastography. The aim of this study is to evaluate and emphasize the potential of US for diagnosis of advanced liver fibrosis and cirrhosis. METHODS: US, laboratory tests (blood counts, transaminases, aspartate platelet ratio index [APRI], international normalized ratio [INR], serum albumin and bilirubin) and liver biopsy were performed on 197 patients with chronic liver diseases. Development of liver fibrosis was categorized in six stages, with stages 1-3 considered as mild to moderate and stages 4-6 as advanced fibrosis. Sonographic parameters (interrupted liver surface line, nodularity of liver surface, biconvexity of liver edges, grade of liver angle, caudate lobe diameter, parenchyma echotexture and spleen size) were obtained. All variables were dichotomized into zero and one and compared with respect to the different stages of liver fibrosis. The sensitivity, specificity, and positive and negative predictive values of all variables as well as their summations scores through receiver operating characteristic (ROC) curve analysis were calculated for the correct histologic diagnosis. RESULTS: Totally, 39 cases had severe fibrosis and cirrhosis and 158 had mild to moderate fibrosis. The area under the curve by ROC curve analysis of sonographic variables (surface nodularity, angle of left lobe, echotexture of liver and spleen size) was 85%, that of laboratory data (APRI, serum albumin and INR combined) was 83.8%, that of APRI alone was 81.8% and all combined (sonography and lab data together) was 92.4% for the correct diagnosis. CONCLUSION: The simple US examination, alone or combined with lab data, is able to diagnose advanced fibrosis and cirrhosis with excellent accuracy, making the use of other modern imaging modalities unnecessary.


Subject(s)
Elasticity Imaging Techniques , Liver Cirrhosis , Liver , Biomarkers/analysis , Biopsy , Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/methods , Humans , Liver/diagnostic imaging , Liver/pathology , Liver Cirrhosis/diagnostic imaging , Platelet Count , ROC Curve , Serum Albumin , Severity of Illness Index
3.
PLoS One ; 16(5): e0251741, 2021.
Article in English | MEDLINE | ID: mdl-34019560

ABSTRACT

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent worldwide. Identifying high-risk patients is critical to best utilize limited health care resources. We established a community-based care pathway using 2D ultrasound shear wave elastography (SWE) to identify high risk patients with NAFLD. Our objective was to assess the cost-effectiveness of various non-invasive strategies to correctly identify high-risk patients. METHODS: A decision-analytic model was created using a payer's perspective for a hypothetical patient with NAFLD. FIB-4 [≥1.3], NAFLD fibrosis score (NFS) [≥-1.455], SWE [≥8 kPa], transient elastography (TE) [≥8 kPa], and sequential strategies with FIB-4 or NFS followed by either SWE or TE were compared to identify patients with either significant (≥F2) or advanced fibrosis (≥F3). Model inputs were obtained from local data and published literature. The cost/correct diagnosis of advanced NAFLD was obtained and univariate sensitivity analysis was performed. RESULTS: For ≥F2 fibrosis, FIB-4/SWE cost $148.75/correct diagnosis while SWE cost $276.42/correct diagnosis, identifying 84% of patients correctly. For ≥F3 fibrosis, using FIB-4/SWE correctly identified 92% of diagnoses and dominated all other strategies. The ranking of strategies was unchanged when stratified by normal or abnormal ALT. For ≥F3 fibrosis, the cost/correct diagnosis was less in the normal ALT group. CONCLUSIONS: SWE based strategies were the most cost effective for diagnosing ≥F2 fibrosis. For ≥F3 fibrosis, FIB-4 followed by SWE was the most effective and least costly strategy. Further evaluation of the timing of repeating non-invasive strategies are required to enhance the cost-effective management of NAFLD.


Subject(s)
Community Health Services/economics , Elasticity Imaging Techniques/economics , Liver Cirrhosis/epidemiology , Models, Economic , Non-alcoholic Fatty Liver Disease/diagnosis , Adult , Aged , Alberta/epidemiology , Cohort Studies , Community Health Services/organization & administration , Computer Simulation , Cost-Benefit Analysis , Decision Making, Organizational , Female , Humans , Liver/diagnostic imaging , Liver/pathology , Liver Cirrhosis/economics , Liver Cirrhosis/etiology , Liver Cirrhosis/prevention & control , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/economics , Non-alcoholic Fatty Liver Disease/pathology , Risk Assessment/economics , Risk Assessment/methods , Severity of Illness Index
4.
J Gynecol Obstet Hum Reprod ; 50(5): 102002, 2021 May.
Article in English | MEDLINE | ID: mdl-33242677

ABSTRACT

OBJECTIVE: The paper compares shear wave elastography (SWE), strain elastography (SE) and magnetic resonance imaging apparent diffusion coefficient (MRI ADC) values, to evaluate their efficacy for differentiating between adenomyosis (AM) and uterine fibroids (UF). METHODS: Patients who were scheduled for hysterectomy for AM or UFs, with a preliminary diagnosis, were additionally evaluated before surgery by transabdominal and transvaginal ultrasound elastography. SE of patients were evaluated by transvaginal ultrasound, and SWE of patients and control subjects were evaluated by transabdominal ultrasound. Then, the patients with a definitive histopathological diagnosis as AM or UFs were evaluated retrospectively and compared to the control group without myometrial pathology. In addition, MRI images of patients with UFs and AM were examined for ADC values. RESULTS: The results of 98 patients in the UF group, 37 patients in the AM group, and 40 volunteers with a healthy myometrium in the control group were compared. There were no statistically significant differences in age and body mass index between the groups (P > 0.05). Uterine size was significantly higher in the UF and AM group than the control group (P < 0.001). A statistically significant difference was found between strain ratio (mean), strain ratio (max), and ADC values between the UF and AM groups (P < 0.001 for all three). There was a statistically significant difference in elastography scores distribution between the groups (P < 0.001). There was a statistically significant difference between the UF and control (P < 0.001) and between the UF and AM (P < 0.001) groups in terms of SWE (kilopascal (kPa)) averages (P < 0.001). We found that none of these discrimination methods were statistically superior to each other in differentiating the UFs from the AM. CONCLUSION: In the differentiation of myometrial pathologies in gynecological imaging, both SE and SWE are cheaper, provide faster results, are non-invasive and easy to apply, and hence are as promising as the more expensive MRI ADC. Our study is the first to use both modalities of elastography and MRI ADC values together, compare these methods with each other and confirm the results pathologically.


Subject(s)
Adenomyosis/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Elasticity Imaging Techniques/methods , Leiomyoma/diagnostic imaging , Adenomyosis/surgery , Adult , Case-Control Studies , Diagnosis, Differential , Diffusion Magnetic Resonance Imaging/economics , Elasticity Imaging Techniques/economics , Female , Humans , Hysterectomy , Leiomyoma/surgery , Middle Aged , Retrospective Studies , Uterus/anatomy & histology , Young Adult
5.
Hepatology ; 71(6): 2093-2104, 2020 06.
Article in English | MEDLINE | ID: mdl-31595545

ABSTRACT

BACKGROUND AND AIMS: Alcohol-related liver disease is often undetected until irreversible late-stage decompensated disease manifests. Consequently, there is an unmet need for effective and economically reasonable pathways to screen for advanced alcohol-related fibrosis. APPROACH AND RESULTS: We used real-world data from a large biopsy-controlled study of excessive drinkers recruited from primary and secondary care, to evaluate the cost-effectiveness of four primary care initiated strategies: (1) routine liver function tests with follow-up ultrasonography for test-positives, (2) the enhanced liver fibrosis (ELF) test with hospital liver stiffness measurement (LSM) for positives, (3) a three-tier strategy using the Forns Index to control before strategy 2, and (4) direct referral of all to LSM. We used linked decision trees and Markov models to evaluate outcomes short term (cost-per-accurate diagnosis) and long term (quality-adjusted life-years [QALYs]). For low-prevalence populations, ELF with LSM follow-up was most cost-effective, both short term (accuracy 96%, $196 per patient) and long term (incremental cost-effectiveness ratio [ICER] $5,387-$8,430/QALY), depending on whether diagnostic testing had lasting or temporary effects on abstinence rates. Adding Forns Index decreased costs to $72 per patient and accuracy to 95%. The strategy resulted in fewer QALYs due to more false negatives but an ICER of $3,012, making this strategy suited for areas with restricted access to ELF and transient elastography or lower willingness-to-pay. For high-prevalence populations, direct referral to LSM was highly cost-effective (accuracy 93%, $297 per patient), with ICERs between $490 and $1,037/QALY. CONCLUSIONS: Noninvasive screening for advanced alcohol-related fibrosis is a cost-effective intervention when different referral pathways are used according to the prevalence of advanced fibrosis. Patients in the primary health care sector should be tested with the ELF test followed by LSM if the test was positive, whereas direct referral to LSM is highly cost-effective in high-prevalence cohorts.


Subject(s)
Elasticity Imaging Techniques , Liver Cirrhosis , Liver Diseases, Alcoholic , Liver Function Tests , Liver , Mass Screening , Alcohol Abstinence/economics , Biopsy/methods , Cost-Benefit Analysis , Disease Progression , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/methods , Europe/epidemiology , Humans , Liver/diagnostic imaging , Liver/pathology , Liver Cirrhosis/diagnosis , Liver Cirrhosis/epidemiology , Liver Cirrhosis/etiology , Liver Diseases, Alcoholic/diagnosis , Liver Diseases, Alcoholic/economics , Liver Diseases, Alcoholic/epidemiology , Liver Function Tests/economics , Liver Function Tests/methods , Markov Chains , Mass Screening/economics , Mass Screening/methods , Prevalence , Quality-Adjusted Life Years , Referral and Consultation/organization & administration , Time
6.
J Hepatol ; 71(6): 1141-1151, 2019 12.
Article in English | MEDLINE | ID: mdl-31470067

ABSTRACT

BACKGROUND & AIMS: Non-alcoholic fatty liver disease and alcohol-related liver disease pose an important challenge to current clinical healthcare pathways because of the large number of at-risk patients. Therefore, we aimed to explore the cost-effectiveness of transient elastography (TE) as a screening method to detect liver fibrosis in a primary care pathway. METHODS: Cost-effectiveness analysis was performed using real-life individual patient data from 6 independent prospective cohorts (5 from Europe and 1 from Asia). A diagnostic algorithm with conditional inference trees was developed to explore the relationships between liver stiffness, socio-demographics, comorbidities, and hepatic fibrosis, the latter assessed by fibrosis scores (FIB-4, NFS) and liver biopsies in a subset of 352 patients. We compared the incremental cost-effectiveness of a screening strategy against standard of care alongside the numbers needed to screen to diagnose a patient with fibrosis stage ≥F2. RESULTS: The data set encompassed 6,295 participants (mean age 55 ±â€¯12 years, BMI 27 ±â€¯5 kg/m2, liver stiffness 5.6 ±â€¯5.0 kPa). A 9.1 kPa TE cut-off provided the best accuracy for the diagnosis of significant fibrosis (≥F2) in general population settings, whereas a threshold of 9.5 kPa was optimal for populations at-risk of alcohol-related liver disease. TE with the proposed cut-offs outperformed fibrosis scores in terms of accuracy. Screening with TE was cost-effective with mean incremental cost-effectiveness ratios ranging from 2,570 €/QALY (95% CI 2,456-2,683) for a population at-risk of alcohol-related liver disease (age ≥45 years) to 6,217 €/QALY (95% CI 5,832-6,601) in the general population. Overall, there was a 12% chance of TE screening being cost saving across countries and populations. CONCLUSIONS: Screening for liver fibrosis with TE in primary care is a cost-effective intervention for European and Asian populations and may even be cost saving. LAY SUMMARY: The lack of optimized public health screening strategies for the detection of liver fibrosis in adults without known liver disease presents a major healthcare challenge. Analyses from 6 independent international cohorts, with transient elastography measurements, show that a community-based risk-stratification strategy for alcohol-related and non-alcoholic fatty liver diseases is cost-effective and potentially cost saving for our healthcare systems, as it leads to earlier identification of patients.


Subject(s)
Elasticity Imaging Techniques , Liver Cirrhosis , Liver Diseases, Alcoholic , Mass Screening , Non-alcoholic Fatty Liver Disease , Primary Health Care , Asia/epidemiology , Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/methods , Elasticity Imaging Techniques/statistics & numerical data , Europe/epidemiology , Female , Humans , Liver/diagnostic imaging , Liver Cirrhosis/diagnosis , Liver Cirrhosis/epidemiology , Liver Cirrhosis/etiology , Liver Diseases, Alcoholic/complications , Liver Diseases, Alcoholic/epidemiology , Male , Mass Screening/economics , Mass Screening/methods , Middle Aged , Non-alcoholic Fatty Liver Disease/complications , Non-alcoholic Fatty Liver Disease/epidemiology , Primary Health Care/economics , Primary Health Care/methods , Risk Assessment/methods
7.
Liver Int ; 39(11): 2052-2060, 2019 11.
Article in English | MEDLINE | ID: mdl-31332938

ABSTRACT

BACKGROUND/AIMS: Non-invasive fibrosis tests (NITs) can be used to triage non-alcoholic fatty liver disease (NAFLD) patients at risk of advanced fibrosis (AF). We modelled and investigated the diagnostic accuracy and costs of a two-tier NIT approach in primary care (PC) to inform secondary care referrals (SCRs). METHODS: A hypothetical cohort of 1,000 NAFLD patients with a 5% prevalence of AF was examined. Three referral strategies were modelled: refer all patients (Scenario 1), refer only patients with AF on NITs performed in PC (Scenario 2) and refer those with AF after biopsy (Scenario 3). Patients in Scenarios 1 and 2 would undergo sequential NITs if their initial NIT was indeterminate (FIB-4 followed by Fibroscan®, enhanced liver fibrosis (ELF)® or FibroTest®). The outcomes considered were true/false positives and true/false negatives with associated mortality, complications, treatment and follow-up depending on the care setting. Decision curve analysis was performed, which expressed the net benefit of different scenarios over a range of threshold probabilities (Pt). RESULTS: Sequential use of NITs provided lower SCR rates and greater cost savings compared to other scenarios over 5 years, with 90% of patients managed in PC and cost savings of over 40%. On decision curve analysis, FIB-4 plus ELF was marginally superior to FIB-4 plus Fibroscan at Pt ≥8% (1/12.5 referrals). Below this Pt, FIB-4 plus Fibroscan had greater net benefit. The net reduction in SCRs was similar for both sequential combinations. CONCLUSIONS: The sequential use of NITs in PC is an effective way to rationalize SCRs and is associated with significant cost savings.


Subject(s)
Critical Pathways/economics , Elasticity Imaging Techniques/economics , Liver Cirrhosis/economics , Liver Function Tests/economics , Non-alcoholic Fatty Liver Disease/economics , Referral and Consultation/standards , Cohort Studies , Costs and Cost Analysis , Decision Support Techniques , Elasticity Imaging Techniques/methods , Humans , Liver Cirrhosis/diagnosis , Liver Cirrhosis/etiology , Liver Function Tests/methods , Non-alcoholic Fatty Liver Disease/complications , Primary Health Care , Severity of Illness Index
8.
BMC Gastroenterol ; 19(1): 122, 2019 Jul 11.
Article in English | MEDLINE | ID: mdl-31296161

ABSTRACT

BACKGROUND: The identification of patients with advanced liver fibrosis secondary to non-alcoholic fatty liver disease (NAFLD) remains challenging. Using non-invasive liver fibrosis tests (NILT) in primary care may permit earlier detection of patients with clinically significant disease for specialist review, and reduce unnecessary referral of patients with mild disease. We constructed an analytical model to assess the clinical and cost differentials of such strategies. METHODS: A probabilistic decisional model simulated a cohort of 1000 NAFLD patients over 1 year from a healthcare payer perspective. Simulations compared standard care (SC) (scenario 1) to: Scenario 2: FIB-4 for all patients followed by Enhanced Liver Fibrosis (ELF) test for patients with indeterminate FIB-4 results; Scenario 3: FIB-4 followed by fibroscan for indeterminate FIB-4; Scenario 4: ELF alone; and Scenario 5: fibroscan alone. Model estimates were derived from the published literature. The primary outcome was cost per case of advanced fibrosis detected. RESULTS: Introduction of NILT increased detection of advanced fibrosis over 1 year by 114, 118, 129 and 137% compared to SC in scenarios 2, 3, 4 and 5 respectively with reduction in unnecessary referrals by 85, 78, 71 and 42% respectively. The cost per case of advanced fibrosis (METAVIR ≥F3) detected was £25,543, £8932, £9083, £9487 and £10,351 in scenarios 1, 2, 3, 4 and 5 respectively. Total budget spend was reduced by 25.2, 22.7, 15.1 and 4.0% in Scenarios 2, 3, 4 and 5 compared to £670 K at baseline. CONCLUSION: Our analyses suggest that the use of NILT in primary care can increases early detection of advanced liver fibrosis and reduce unnecessary referral of patients with mild disease and is cost efficient. Adopting a two-tier approach improves resource utilization.


Subject(s)
Critical Pathways/economics , Elasticity Imaging Techniques/economics , Liver Cirrhosis/economics , Liver Function Tests/economics , Non-alcoholic Fatty Liver Disease/economics , Computer Simulation , Costs and Cost Analysis , Decision Support Techniques , Elasticity Imaging Techniques/methods , Extracellular Matrix Proteins/analysis , Humans , Liver Cirrhosis/diagnosis , Liver Cirrhosis/etiology , Liver Function Tests/methods , Non-alcoholic Fatty Liver Disease/complications
10.
Nat Protoc ; 13(12): 2890-2907, 2018 12.
Article in English | MEDLINE | ID: mdl-30446750

ABSTRACT

Fast, high-resolution mapping of heterogeneous interfaces with a wide elastic modulus range is a major goal of atomic force microscopy (AFM). This goal becomes more challenging when the nanomechanical mapping involves biomolecules in their native environment. Over the years, several AFM-based methods have been developed to address this goal. However, none of these methods combine sub-nanometer spatial resolution, quantitative accuracy, fast data acquisition speed, wide elastic modulus range and operation in physiological solutions. Here, we present detailed procedures for generating high-resolution maps of the elastic properties of biomolecules and polymers using bimodal AFM. This requires the simultaneous excitation of the first two eigenmodes of the cantilever. An amplitude modulation (AM) feedback acting on the first mode controls the tip-sample distance, and a frequency modulation (FM) feedback acts on the second mode. The method is fast because the elastic modulus, deformation and topography images are obtained simultaneously. The method is efficient because only a single data point per pixel is needed to generate the aforementioned images. The main stages of the bimodal imaging are sample preparation, calibration of the instrument, tuning of the microscope and generation of the nanomechanical maps. In addition, with knowledge of the deformation, bimodal AFM enables reconstruction of the true topography of the surface. It takes ~9 h to complete the whole procedure.


Subject(s)
Elasticity Imaging Techniques/methods , Elasticity , Microscopy, Atomic Force/methods , Polymers/chemistry , Proteins/chemistry , Animals , Biocompatible Materials/chemistry , Biomechanical Phenomena , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/instrumentation , Equipment Design , Halobacterium salinarum/chemistry , Halobacterium salinarum/ultrastructure , Humans , Microscopy, Atomic Force/economics , Microscopy, Atomic Force/instrumentation , Models, Molecular , Proteasome Endopeptidase Complex/chemistry , Proteasome Endopeptidase Complex/ultrastructure , Proteins/ultrastructure , Purple Membrane/chemistry , Purple Membrane/ultrastructure , Time Factors
12.
Aliment Pharmacol Ther ; 47(5): 631-644, 2018 03.
Article in English | MEDLINE | ID: mdl-29271504

ABSTRACT

BACKGROUND: Validated diagnostic tools that are accurate, cost effective and acceptable to patients are required for disease stratification and monitoring in NAFLD. AIMS: To investigate the performance and cost of multiparametric MRI alongside existing biomarkers in the assessment of NAFLD. METHODS: Adult patients undergoing standard of care liver biopsy for NAFLD were prospectively recruited at two UK liver centres and underwent multiparametric MRI, blood sampling and transient elastography withing 2 weeks of liver biopsy. Non-invasive markers were compared to histology as the gold standard. RESULTS: Data were obtained in 50 patients and 6 healthy volunteers. Corrected T1 (cT1) correlated with NAFLD activity score (ρ = 0.514, P < .001). cT1, enhanced liver fibrosis (ELF) test and liver stiffness differentiated patients with simple steatosis and NASH with AUROC (95% CI) of 0.69 (0.50-0.88), 0.87 (0.77-0.79) and 0.82 (0.70-0.94) respectively and healthy volunteers from patients with AUROC (95% CI) of 0.93 (0.86-1.00), 0.81 (0.69-0.92) and 0.89 (0.77-1.00) respectively. For the risk stratification of NAFLD, multiparametric MRI could save £150,218 per 1000 patients compared to biopsy. Multiparametric MRI did not discriminate between individual histological fibrosis stages in this population (P = .068). CONCLUSIONS: Multiparametric MRI accurately identified patients with steatosis, stratifies those with NASH or simple steatosis and reliably excludes clinically significant liver disease with superior negative predictive value (83.3%) to liver stiffness (42.9%) and ELF (57.1%). For the risk stratification of NAFLD, multiparametric MRI was cost effective and, combined with transient elastography, had the lowest cost per correct diagnosis.


Subject(s)
Liver/diagnostic imaging , Magnetic Resonance Imaging , Non-alcoholic Fatty Liver Disease/diagnosis , Adolescent , Adult , Aged , Biopsy , Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/methods , Female , Healthy Volunteers , Humans , Liver/pathology , Liver Cirrhosis/diagnosis , Liver Cirrhosis/economics , Magnetic Resonance Imaging/economics , Magnetic Resonance Imaging/methods , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/economics , Non-alcoholic Fatty Liver Disease/pathology , Predictive Value of Tests , Young Adult
14.
World J Gastroenterol ; 23(17): 3163-3173, 2017 May 07.
Article in English | MEDLINE | ID: mdl-28533673

ABSTRACT

AIM: To assess liver fibrosis (LF) in hepatitis C virus (HCV) and alcoholic liver disease (ALD), estimate health outcomes and costs of new noninvasive testing strategies. METHODS: A Markov model was developed to simulate LF progression in HCV and ALD for a cohort of 40-year-old men with abnormal levels of transaminases. Three different testing alternatives were studied: a single liver biopsy; annual Enhanced liver fibrosis (ELF™) followed by liver stiffness measurement (LSM) imaging as a confirmation test if the ELF test is positive; and annual ELF test without LSM. The analysis was performed from the perspective of a university hospital in Spain. Clinical data were obtained from published literature. Costs were sourced from administrative databases of the hospital. Deterministic and probabilistic sensitivity analyses were performed. RESULTS: In HCV patients, annual sequential ELF test/LSM and annual ELF test alone prevented respectively 12.9 and 13.3 liver fibrosis-related deaths per 100 persons tested, compared to biopsy. The incremental cost-effectiveness ratios (ICERs) were respectively €13400 and €11500 per quality-adjusted life year (QALY). In ALD, fibrosis-related deaths decreased by 11.7 and 22.1 per 100 persons tested respectively with sequential ELF test/LSM and annual ELF test alone. ICERs were €280 and €190 per QALY, respectively. CONCLUSION: The use of the ELF test with or without a confirmation LSM are cost-effective options compared to a single liver biopsy for testing liver fibrosis in HCV and ALD patients in Spain.


Subject(s)
Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Hepatitis C, Chronic/diagnostic imaging , Liver Cirrhosis/diagnostic imaging , Liver Diseases, Alcoholic/diagnostic imaging , Adult , Biopsy/economics , Biopsy/methods , Cohort Studies , Elasticity Imaging Techniques/methods , Hepatitis C, Chronic/blood , Hepatitis C, Chronic/economics , Hepatitis C, Chronic/pathology , Humans , Liver/pathology , Liver Cirrhosis/blood , Liver Cirrhosis/economics , Liver Cirrhosis/pathology , Liver Diseases, Alcoholic/blood , Liver Diseases, Alcoholic/economics , Liver Diseases, Alcoholic/pathology , Male , Markov Chains , Prospective Studies , Quality-Adjusted Life Years , Sensitivity and Specificity , Spain , Transaminases/blood
15.
Hepatol Int ; 11(1): 1-30, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27714681

ABSTRACT

Hepatic fibrosis is a common pathway leading to liver cirrhosis, which is the end result of any injury to the liver. Accurate assessment of the degree of fibrosis is important clinically, especially when treatments aimed at reversing fibrosis are being evolved. Despite the fact that liver biopsy (LB) has been considered the "gold standard" of assessment of hepatic fibrosis, LB is not favored by patients or physicians owing to its invasiveness, limitations, sampling errors, etc. Therefore, many alternative approaches to assess liver fibrosis are gaining more popularity and have assumed great importance, and many data on such approaches are being generated. The Asian Pacific Association for the Study of the Liver (APASL) set up a working party on liver fibrosis in 2007, with a mandate to develop consensus guidelines on various aspects of liver fibrosis relevant to disease patterns and clinical practice in the Asia-Pacific region. The first consensus guidelines of the APASL recommendations on hepatic fibrosis were published in 2009. Due to advances in the field, we present herein the APASL 2016 updated version on invasive and non-invasive assessment of hepatic fibrosis. The process for the development of these consensus guidelines involved review of all available published literature by a core group of experts who subsequently proposed consensus statements followed by discussion of the contentious issues and unanimous approval of the consensus statements. The Oxford System of the evidence-based approach was adopted for developing the consensus statements using the level of evidence from one (highest) to five (lowest) and grade of recommendation from A (strongest) to D (weakest). The topics covered in the guidelines include invasive methods (LB and hepatic venous pressure gradient measurements), blood tests, conventional radiological methods, elastography techniques and cost-effectiveness of hepatic fibrosis assessment methods, in addition to fibrosis assessment in special and rare situations.


Subject(s)
Liver Cirrhosis/diagnosis , Biopsy , Consensus , Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Elasticity Imaging Techniques/methods , Humans , Observer Variation , Practice Guidelines as Topic
16.
Liver Int ; 37(6): 851-861, 2017 06.
Article in English | MEDLINE | ID: mdl-27699993

ABSTRACT

BACKGROUND: Liver biopsy remains the gold standard for the diagnosis of liver fibrosis, but its use as a diagnostic tool is limited by its invasive nature and high cost. OBJECTIVE: The aim of this study was to systematically review the cost-effectiveness of transient elastography (TE) with and without controlled attenuation parameter (CAP) for the diagnosis of liver fibrosis or steatosis in patients with hepatitis B, hepatitis C, alcoholic liver disease and non-alcoholic fatty liver disease. METHODS: An economic literature search was performed. Eligibility criteria included systematic reviews, health technology assessments or economic evaluations of TE compared to liver biopsy and other non-invasive tests. After abstract screening, full-text reports of potentially relevant articles were assessed in duplicate. The methodological quality of the included studies was also appraised. RESULTS: The database search yielded 253 records; four cost-effectiveness and four cost-utility studies were included. The methodological quality of the included studies varies. High-quality cost-effectiveness studies not only suggested that TE is less costly but also less accurate than liver biopsy. The incremental cost-effectiveness ratio (ICER) of TE improves with a greater level of diagnostic accuracy and a higher degree of liver fibrosis. High-quality cost-utility studies indicated that TE is a cost-effective alternative to biopsy with ICER between $9000 and $14 000 per QALY for patients with hepatitis C. We did not find studies that assessed the cost-effectiveness of TE with CAP for the diagnosis of liver steatosis. CONCLUSIONS: Transient elastography is an economically attractive alternative to liver biopsy and other non-invasive diagnostic tests especially for patients with a higher degree of liver fibrosis.


Subject(s)
Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Liver Cirrhosis/diagnostic imaging , Biopsy/economics , Hepatitis B/complications , Hepatitis C/complications , Humans , Liver Cirrhosis/pathology , Liver Diseases, Alcoholic/complications , Non-alcoholic Fatty Liver Disease/complications
17.
World J Gastroenterol ; 22(4): 1711-20, 2016 Jan 28.
Article in English | MEDLINE | ID: mdl-26819535

ABSTRACT

The assessment of the fibrotic evolution of chronic hepatitis has always been a challenge for the clinical hepatologist. Over the past decade, various non-invasive methods have been proposed to detect the presence of fibrosis, including the elastometric measure of stiffness, panels of clinical and biochemical parameters, and combinations of both methods. The aim of this review is to analyse the most recent data on non-invasive techniques for the evaluation of hepatic fibrosis with particular attention to cost-effectiveness. We searched for relevant studies published in English using the PubMed database from 2009 to the present. A large number of studies have suggested that elastography and serum markers are useful techniques for diagnosing severe fibrosis and cirrhosis and for excluding significant fibrosis in hepatitis C virus patients. In addition, hepatic stiffness may also help to prognosticate treatment response to antiviral therapy. It has also been shown that magnetic resonance elastography has a high accuracy for staging and differentiating liver fibrosis. Finally, studies have shown that non-invasive methods are becoming increasingly precise in either positively identifying or excluding liver fibrosis, thus reducing the need for liver biopsy. However, both serum markers and transient elastography still have "grey area" values of lower accuracy. In this case, liver biopsy is still required to properly assess liver fibrosis. Recently, the guidelines produced by the World Health Organization have suggested that the AST-to-platelet ratio index or FIB-4 test could be utilised for the evaluation of liver fibrosis rather than other, more expensive non-invasive tests, such as elastography or FibroTest.


Subject(s)
Blood Chemical Analysis/economics , Elasticity Imaging Techniques/economics , Health Care Costs , Liver Cirrhosis/diagnosis , Liver Cirrhosis/economics , Liver , Magnetic Resonance Imaging/economics , Biomarkers/blood , Biopsy/economics , Cost-Benefit Analysis , Elasticity Imaging Techniques/methods , Humans , Liver/diagnostic imaging , Liver/metabolism , Liver Cirrhosis/blood , Liver Cirrhosis/diagnostic imaging , Predictive Value of Tests , Prognosis
18.
Ont Health Technol Assess Ser ; 15(19): 1-58, 2015.
Article in English | MEDLINE | ID: mdl-26664666

ABSTRACT

BACKGROUND: Liver fibrosis is characterized by a buildup of connective tissue due to chronic liver damage. Steatosis is the collection of excessive amounts of fat inside liver cells. Liver biopsy remains the gold standard for the diagnosis of liver fibrosis and steatosis, but its use as a diagnostic tool is limited by its invasive nature and high cost. OBJECTIVES: To evaluate the cost-effectiveness and budget impact of transient elastography (TE) with and without controlled attenuation parameter (CAP) for the diagnosis of liver fibrosis or steatosis in patients with hepatitis B, hepatitis C, alcoholic liver disease, and nonalcoholic fatty liver disease. DATA SOURCES: An economic literature search was performed using computerized databases. For primary economic and budget impact analyses, we obtained data from various sources, such as the Health Quality Ontario evidence-based analysis, published literature, and the Institute for Clinical Evaluative Sciences. REVIEW METHODS: A systematic review of existing TE cost-effectiveness studies was conducted, and a primary economic evaluation was undertaken from the perspective of the Ontario Ministry of Health and Long-Term Care. Decision analytic models were used to compare short-term costs and outcomes of TE compared to liver biopsy. Outcomes were expressed as incremental cost per correctly diagnosed cases gained. A budget impact analysis was also conducted. RESULTS: We included 10 relevant studies that evaluated the cost-effectiveness of TE compared to other noninvasive tests and to liver biopsy; no cost-effectiveness studies of TE with CAP were identified. All studies showed that TE was less expensive but associated with a decrease in the number of correctly diagnosed cases. TE also improved quality-adjusted life-years in patients with hepatitis B and hepatitis C. Our primary economic analysis suggested that TE led to cost savings but was less effective than liver biopsy in the diagnosis of liver fibrosis. TE became more economically attractive with a higher degree of liver fibrosis. TE with CAP was also less expensive and less accurate than liver biopsy. LIMITATIONS: The model did not take into account long-term costs and consequences associated with TE and liver biopsy and did not include costs to patients and their families, or patient preferences related to diagnostic information. CONCLUSIONS: TE showed potential cost savings compared to liver biopsy. Further investigation is needed to determine the long-term impacts of TE on morbidity and mortality in Canada and the optimal diagnostic modality for liver fibrosis and steatosis.


Subject(s)
Cost-Benefit Analysis , Elasticity Imaging Techniques/economics , Fatty Liver/diagnosis , Liver Cirrhosis/diagnosis , Models, Statistical , Biopsy/economics , Elasticity Imaging Techniques/methods , Fatty Liver/complications , Fatty Liver/pathology , Hepatitis B/complications , Hepatitis C/complications , Humans , Liver/pathology , Liver Cirrhosis/complications , Liver Cirrhosis/pathology , Liver Diseases, Alcoholic/complications , Non-alcoholic Fatty Liver Disease/complications , Ontario
20.
Am J Gastroenterol ; 110(9): 1298-304, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26303130

ABSTRACT

OBJECTIVES: The risk of advanced fibrosis in nonalcoholic fatty liver disease (NAFLD) is traditionally assessed with a liver biopsy, which is both costly and associated with adverse events. METHODS: We sought to compare the cost-effectiveness of four different strategies to assess fibrosis risk in patients with NAFLD: vibration controlled transient elastography (VCTE), the NAFLD fibrosis score (NFS), combination testing with NFS and VCTE, and liver biopsy (usual care). We developed a probabilistic decision analytical microsimulation state-transition model wherein we simulated a cohort of 10,000 50-year-old Americans with NAFLD undergoing evaluation by a gastroenterologist. VCTE performance was obtained from a prospective cohort of 144 patients with NAFLD. RESULTS: Both the NFS alone and the NFS/VCTE strategies were cost effective at $5,795 and $5,768 per quality-adjusted life years (QALY), respectively. In the microsimulation, the NFS alone and NFS/VCTE strategies were the most cost-effective (dominant) in 66.8 and 33.2% of samples given a willingness-to-pay threshold of $100,000 per QALY. In a sensitivity analysis, the minimum cost per liver biopsy at which the NFS is cost saving is $339 and the maximum cost per VCTE exam at which the NFS/VCTE strategy remains cost saving is $1,593. The expected value of further research on this topic is $526 million. CONCLUSIONS: Non-invasive risk stratification with both the NFS alone and the NFS/VCTE are cost-effective strategies for the evaluation and management of patients with NAFLD presenting to a gastroenterologist. Further research is needed to better define the natural history of NAFLD and the effect of novel treatments on decision making.


Subject(s)
Elasticity Imaging Techniques/economics , Liver Cirrhosis/diagnosis , Non-alcoholic Fatty Liver Disease/diagnosis , Biopsy , Cost-Benefit Analysis , Elasticity Imaging Techniques/methods , Female , Humans , Liver Cirrhosis/economics , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/economics , Prospective Studies , Quality-Adjusted Life Years , Severity of Illness Index , Vibration
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