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Research article| Volume 3, ISSUE 2, 100234, April 2021

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European ‘NAFLD Preparedness Index’ — Is Europe ready to meet the challenge of fatty liver disease?

Open AccessPublished:January 20, 2021DOI:https://doi.org/10.1016/j.jhepr.2021.100234

      Highlights

      • NAFLD is a highly prevalent condition associated with obesity, metabolic syndrome, and diabetes
      • NAFLD can be optimally managed through a multidisciplinary patient-centred approach.
      • National preparedness is essential to allow for effective public health measures aimed at preventing disease.
      • NAFLD preparedness means having adequate policies and civil society engagement, guidelines, epidemiology, and care management.
      • NAFLD preparedness was found to be deficient in all 29 countries studied.

      Background & Aims

      Non-alcoholic fatty liver disease (NAFLD), which is closely associated with obesity, metabolic syndrome, and diabetes, is a highly prevalent emerging condition that can be optimally managed through a multidisciplinary patient-centred approach. National preparedness to address NAFLD is essential to ensure that health systems can deliver effective care. We present a NAFLD Preparedness Index for Europe.

      Methods

      In June 2019, data were extracted by expert groups from 29 countries to complete a 41-item questionnaire about NAFLD. Questions were classified into 4 categories: policies/civil society (9 questions), guidelines (16 questions), epidemiology (4 questions), and care management (12 questions). Based on the responses, national preparedness for each indicator was classified into low, middle, or high-levels. We then applied a multiple correspondence analysis to obtain a standardised preparedness score for each country ranging from 0 to 100.

      Results

      The analysis estimated a summary factor that explained 71.3% of the variation in the dataset. No countries were found to have yet attained a high-level of preparedness. Currently, the UK (75.5) scored best, although falling within the mid-level preparedness band, followed by Spain (56.2), and Denmark (43.4), whereas Luxembourg and Ireland were the lowest scoring countries with a score of 4.9. Only Spain scored highly in the epidemiology indicator category, whereas the UK was the only country that scored highly for care management.

      Conclusions

      The NAFLD Preparedness Index indicates substantial variation between countries’ readiness to address NAFLD. Notably, even those countries that score relatively highly exhibit deficiencies in key domains, suggesting that structural changes are needed to optimise NAFLD management and ensure effective public health approaches are in place.

      Lay summary

      Non-alcoholic fatty liver disease (NAFLD), which is closely associated with obesity, metabolic syndrome, and diabetes, is a highly prevalent condition that can be optimally managed through a multidisciplinary patient-centred approach. National preparedness to address NAFLD is essential to allow for effective public health measures aimed at preventing disease while also ensuring that health systems can deliver effective care to affected populations. This study defined preparedness as having adequate policies and civil society engagement, guidelines, epidemiology, and care management. NAFLD preparedness was found to be deficient in all 29 countries studied, with great variation among the countries and the 4 categories studied.

      Graphical abstract

      Keywords

      Abbreviations:

      EASD (European Association for the Study of Diabetes), EASL (European Association for the Study of the Liver), EASO (European Association for the Study of Obesity), EEA (European Economic Area), ESPEN (European Society of Clinical Nutrition and Metabolism), EU (European Union), MCA (multiple correspondence analysis), NAFLD (non-alcoholic fatty liver disease), NASH (non-alcoholic steatohepatitis), T2DM (type 2 diabetes mellitus), WHO (World Health Organization)

      Introduction

      Non-alcoholic fatty liver disease (NAFLD) is a highly prevalent emerging condition
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      Nonalcoholic steatohepatitis is the second leading etiology of liver disease among adults awaiting liver transplantation in the United States.
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      The diagnosis and treatment of NAFLD and its common comorbidities requires multidisciplinary patient-centred care; however, awareness of the disease amongst at risk populations, the general public, and non-liver specialist healthcare providers is limited.
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      Diagnosis of NAFLD is further complicated by the difficulties with ruling out liver diseases of other aetiology, namely assessing excess alcohol consumption, and the availability of accurate, inexpensive non-invasive diagnostic tools for identifying and staging the disease, with liver biopsy remaining the gold standard for the assessment of fibrosis.
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      Although NAFLD is a major public health challenge, it remains largely absent in national health policies. A 2019 study of 29 European countries found that none had a national strategy for addressing NAFLD and that NAFLD was mentioned in less than 50% of all national strategies and clinical management guidelines on obesity, diabetes, and cardiovascular disease.
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      A cross-sectional study of the public health response to non-alcoholic fatty liver disease in Europe.
      Furthermore, many of the broad discussions on international health policy, including the WHO’s Universal Health Coverage Programme
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      and the United Nations’ Sustainable Development Goals,
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      do not refer to NAFLD or NASH.
      Country preparedness to address NAFLD is essential to ensure that health systems can accommodate this growing population while delivering effective prevention and care. To sustainably reduce the burden of NAFLD, improvements in early diagnosis and clinical management need to be accompanied by public health policy actions that comprehensively address the risk factors for NAFLD, obesity, T2DM, and cardiovascular disease in parallel.
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      In this paper, we introduce a newly designed score, which aims to identify priority actions that can be taken to better prepare countries to address the growing challenge of NAFLD.

      Materials and methods

      In June 2019, expert groups from 29 countries in the European Union/European Economic Area (EU/EEA) completed a 41-item questionnaire about NAFLD by reviewing key documents in their setting and extracting the appropriate data.
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      • Ekstedt M.
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      • Mullen J.
      • Novak K.
      • Pericàs J.M.
      • et al.
      A cross-sectional study of the public health response to non-alcoholic fatty liver disease in Europe.
      Questions were classified into 4 indicators composed of a varying number of survey questions: policies and civil society engagement (9 questions), guidelines (16 questions), epidemiology (4 questions), and NAFLD management and care (12 questions). For each indicator, countries were classified into low-, middle-, or high-preparedness levels based on the definitions in Table 1. The responses to survey questions were used to categorise countries into 1 of 3 levels for each of the 4 indicators (Table 1). The index was created by using the values of the indicators only and not the direct answers from the questions on the survey. The full questionnaire is provided in the Supplementary material.
      Table 1Definitions of the categorisation for the different preparedness categories.
      IndicatorNLow-level preparednessMiddle-level preparednessHigh-level preparedness
      Policies and civil society9Countries that do not meet the definitions for the middle- or high-levelCountries with an obesity, alcohol, cardiovascular disease, diabetes, or health and diet strategy in place with no civil society or government campaign in placeCountries where NAFLD is mentioned in any strategy on obesity, alcohol, cardiovascular disease, diabetes, or health and diet and a civil society or government campaign addressing NAFLD is in place
      Guidelines16Countries that do not meet the definitions for the middle- or high-levelCountries with one of: diabetes, cirrhosis, dyslipidaemia, alcohol, hypertension, cardiovascular disease, or hepatocellular carcinoma guidelines that include NAFLDCountries with a NAFLD/NASH guideline in place or diabetes, cirrhosis, dyslipidaemia, alcohol, hypertension, cardiovascular disease, or hepatocellular carcinoma guidelines that all contain NAFLD
      Epidemiology4Countries that do not meet the definitions for the middle- or high-levelCountries that either have an epidemiologic NAFLD population study in the last 5 years or an ongoing epidemiologic assessment, or a regional NAFLD cohort, or a NAFLD registryCountries with a population level epidemiological study on NAFLD in the past 5 years or an ongoing NAFLD epidemiological assessment, and a national registry, or a regional NAFLD cohort
      NAFLD care management12Countries where NAFLD care is only provided by gastroenterologists and hepatologists, primary care providers and multidisciplinary teams are not involved in NAFLD management, and lifestyle programmes are not part of NAFLD careCountries that are not classified as high- or low-levelCountries where primary care providers and multidisciplinary teams are involved in NAFLD management, lifestyle programmes are part of NAFLD care, and an algorithm is in place to guide referral from primary to secondary care
      Next, we applied a multiple correspondence analysis (MCA) to calculate a preparedness score for each country based on their indicator values and the indicator values of all other countries in the study. The purpose of the MCA was to determine the weights for each of the levels of each indicator for the score. In an MCA, the Chi-squared distance is calculated between the response patterns of all the countries and dimensions are fitted to the data to extract the maximum amount of variation. The percentage of the total variation explained is calculated for each of the new dimensions, termed components.
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      • Valenti D.
      Multiple correspondence analysis.
      MCA helps to determine the relationship among the response pattern in the multidimensional data. This approach enables all of the information in the categorical values for the 4 indicators for all countries to be combined into a single factor that functions as a weighted summary of each possible different level indicator combination. The weighted summary has an assigned weight (Fig. 1) for each individual level of each indicator, which combine to give the full score of the country. In creating this index, we only used the first weighted summary dimension of the MCA as it explained the most variation 71.7% versus 4.0%, 2.8%, and 1.6% variation for the second, third, and forth dimensions, respectively.
      Figure thumbnail gr1
      Fig. 1European NAFLD Preparedness Index and country rank (n = 29).
      The red line cut-off at 60 denotes countries that are unprepared. Above the green line (80) denotes prepared. NAFLD, non-alcoholic fatty liver disease. The index was calculated using a multiple correspondence analysis.
      Three hypothesised reference scenarios (lowest-, middle-, and best-preparedness) were included in the analysis to standardise and contextualise responses, such that the minimum possible score was the ‘low-preparedness scenario’ and the maximum was ‘best-preparedness’. Values of the country scores were standardised to range from 0 to 100 (lowest- to best-preparedness) using the standard min-max transformation technique.
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      • Blasius J.
      Multiple correspondence analysis and related methods.
      We managed, prepared, and analysed all data using R version 4.0.2 (R Foundation for Statistical Computing, Vienna, Austria). Microsoft Excel 2017 version 15.31 (Microsoft Corp., Redmond, WA, USA) was used for storage of the data.

      Results

      For every indicator, the modal preparedness level was low/middle. The high-preparedness level response was never the most frequent level for any of the 4 indicators (Table 2). For the epidemiology and NAFLD care management indicators, only Spain and the UK scored in the high-level, respectively. For the guidelines indicator, 2 countries scored in the middle-level response, with the rest either in the high-level (n = 10) or the low-level (n = 17). For the policies/civil society indicator, most countries scored in the middle-level (n = 13).
      Table 2Breakdown of the country (n = 29) responses by the 4 indicators.
      Low-level preparednessMid-level preparednessHigh-level preparedness
      Policies and civil society61310
      Guidelines17210
      Epidemiology17111
      NAFLD care management5231
      From the MCA, we estimated a summary factor that explained 71.7% of the variation in the dataset. The highest contributions to the score were the high response levels for NAFLD care management and epidemiology (Fig. S1).
      The highest scoring country was the UK (75.5), followed by Spain (56.6), and Germany (43.8), while Luxembourg and Ireland were the lowest scoring countries with a score of 5.0 (Fig. 1). In total, there were 14 countries that scored lower than the mid-level preparedness scenario (20.3; Table 3). No countries scored in the high-level for every indicator.
      Table 3Combined indicator responses for 29 EU/EEA countries and their NAFLD preparedness scores.
      CountryPolicy/civil societyGuidelinesEpidemiologyNAFLD care managementPreparedness score
      Best preparedness scenarioHighHighHighHigh100.00
      UKHighHighMiddleHigh75.49
      SpainMiddleHighHighMiddle56.56
      GermanyHighHighMiddleMiddle43.76
      Czech RepublicHighHighLowMiddle38.01
      DenmarkHighHighLowMiddle38.01
      ItalyHighHighLowMiddle38.01
      SlovakiaMiddleHighMiddleMiddle32.06
      The NetherlandsHighLowMiddleMiddle28.28
      PortugalHighLowMiddleMiddle28.28
      SwitzerlandHighLowMiddleMiddle28.28
      PolandMiddleHighLowMiddle26.28
      NorwayHighMiddleLowMiddle26.25
      FranceHighLowMiddleLow22.53
      BelgiumLowHighLowMiddle21.26
      RomaniaMiddleHighLowLow20.52
      Middle scenarioMiddleMiddleMiddleMiddle20.29
      CroatiaMiddleLowMiddleMiddle16.54
      SwedenMiddleLowMiddleMiddle16.54
      BulgariaMiddleMiddleLowMiddle14.54
      FinlandLowLowMiddleMiddle11.53
      EstoniaMiddleLowLowMiddle10.79
      LatviaMiddleLowLowMiddle10.79
      LithuaniaMiddleLowMiddleLow10.79
      SloveniaMiddleLowLowMiddle10.79
      AustriaLowLowLowMiddle5.78
      GreeceLowLowLowMiddle5.78
      HungaryLowLowLowMiddle5.78
      Republic of CyprusLowLowLowMiddle5.78
      IrelandMiddleLowLowLow5.04
      LuxembourgMiddleLowLowLow5.04
      Lowest scenarioLowLowLowLow0.00

      Discussion

      We present a detailed analysis of national readiness to address the public health challenges posed by NAFLD. By assessing four key domains, we encompass not only the response at the level of healthcare provision, but also, crucially, public health responses that may prevent or reduce the burden of NAFLD-related morbidity and/or mitigate future healthcare costs.
      This analysis, the first of its kind, demonstrates 2 main results. First, no country was able to approximate to the ‘high preparedness-level’ scenario. Whilst the UK scored most favourably, demonstrating the importance of addressing all 4 of the study’s preparedness indicators, its score was primarily driven by a national guideline within a national universal healthcare system
      that advocates for early detection of NAFLD and associated comorbidities in primary care. Overall, however, with a score of 75.4, the UK can still improve and the presence of guidelines does not imply that they are widely adopted by healthcare professionals in day-to-day practice. Secondly, despite the high disease burden in Europe, the organisation of health systems seems insufficient to address NAFLD, as highlighted by the large number of countries scoring low on the guidelines indicator, including countries with policies addressing liver disease, and only 1 country scoring high on care management. As such, our findings clearly highlight major weaknesses in current preparedness across Europe and support the need for specific policy actions to address these weaknesses.
      From a public health perspective attention must be paid to NAFLD prevention owing to the substantial health and economic implications of advanced disease,
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      Consequently, policies to prevent or provide care for obesity, diabetes, or NAFLD should be developed as a continuum of actions targeting populations at different levels of risk. Such policies represent an opportunity for much needed cross-disciplinary collaboration. However, our findings highlight the lack of sufficient policies, with 19 countries (66%) scoring in the low and middle categories, possibly underlining the lack of this continuum in prevention and care pathways. Seeing as only 4 countries (10%) have NAFLD civil society involvement focused on NAFLD, nations should also strive to work on developing this area so as to help advocate for improved government responses.
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      For this reason, the Mediterranean diet has been recommended for the treatment of NAFLD in the joint Clinical Practice Guidelines from the European Association for the Study of the Liver – European Association for the Study of Diabetes, and European Association for the Study of Obesity (EASL–EASD–EASO)
      European association for the study of the liver, European association for the study of diabetes, European association for the study of obesity
      EASL-EASD-EASO clinical practice guidelines for the management of non-alcoholic fatty liver disease.
      and the 2019 European Society of Clinical Nutrition and Metabolism (ESPEN) guidelines.
      • Plauth M.
      • Bernal W.
      • Dasarathy S.
      • Merli M.
      • Plank L.D.
      • Schutz T.
      • et al.
      ESPEN guideline on clinical nutrition in liver disease.
      However, given the obesogenic environment, adherence to a healthy diet can be challenging,
      • Golovaty I.
      • Tien P.C.
      • Price J.C.
      • Sheira L.
      • Seligman H.
      • Weiser S.D.
      Food insecurity may be an independent risk factor associated with nonalcoholic fatty liver disease among low-income adults in the United States.
      emphasising the urgent need for supportive policies that address the underlying systems issues. For morbidly obese individuals with NAFLD, bariatric surgery is another management option that can result in improvements in liver fat, inflammation, and fibrosis.
      • Luo R.B.
      • Suzuki T.
      • Hooker J.C.
      • Covarrubias Y.
      • Schlein A.
      • Liu S.
      • et al.
      How bariatric surgery affects liver volume and fat density in NAFLD patients.
      Despite the existence of international NAFLD guidelines, most countries scored low for the clinical guidelines indicator. Of the countries without a specific NAFLD guideline only 2 (Bulgaria and Norway) had a guideline for a known comorbidity such as diabetes that mentioned NAFLD.
      • Lazarus J.V.
      • Ekstedt M.
      • Marchesini G.
      • Mullen J.
      • Novak K.
      • Pericàs J.M.
      • et al.
      A cross-sectional study of the public health response to non-alcoholic fatty liver disease in Europe.
      Countries should consider revising current national guidelines for common comorbidities, including diabetes and cardiovascular disease, to include NAFLD. This will require close engagement and collaboration between professional associations and practicians from across disciplines. NAFLD can be a serious condition requiring multidisciplinary care, and it will be critical for all countries to have guidelines specific to their health system to ensure that care management is well guided, standardised and culturally appropriate. It is worth noting that the presence of guidelines is no guarantee of their full and proper implementation, and further research should investigate the implementation of guidelines and the impact on clinical outcomes.
      At present, the majority of those diagnosed with NAFLD are followed up in the community by general practitioners but, unless specific guidelines and actions are implemented, patients at risk of advanced fibrosis who might benefit from intervention will remain largely underdiagnosed and untreated. Conversely, patients with mild disease may unnecessarily be referred from primary care to liver health specialists for review, when appropriate preventative lifestyle changes and other preventative interventions could instead be delivered in primary care or the community including through treatment education approaches delivered by nutritionists, nurses, or expert-patients.
      The critical concern remains the detection of significant liver fibrosis in patients with NAFLD, which can be associated with progression to cirrhosis and associated complications. Prediction rules based on a combination of serological biomarkers, such as FIB-4, are slowly paving the way to more acceptable and affordable indicators for the identification of patients at high-risk of progressive disease, which could be successfully used in primary care for diagnosis and adequate referral to specialised services.
      • Lee J.
      • Vali Y.
      • Boursier J.
      • Spijker R.
      • Anstee Q.M.
      • Bossuyt P.M.
      • et al.
      Prognostic accuracy of FIB-4, NAFLD fibrosis score, and APRI for NAFLD-related events: a systematic review.
      ,
      • McPherson S.
      • Stewart S.F.
      • Henderson E.
      • Burt A.D.
      • Day C.P.
      Simple non-invasive fibrosis scoring systems can reliably exclude advanced fibrosis in patients with non-alcoholic fatty liver disease.
      Unfortunately, patients with NAFLD, including those with NASH-associated advanced fibrosis or cirrhosis, often remain undetected until an incidental diagnosis or decompensation of liver cirrhosis, which contributes to increasing trends in NAFLD-related morbidity and mortality. This ineffective ’filter’ at the primary care level, attributable in part to inadequate knowledge of non-invasive surrogate markers of fibrosis,
      • Patel P.J.
      • Banh X.
      • Horsfall L.U.
      • Hayward K.L.
      • Hossain F.
      • Johnson T.
      • et al.
      Underappreciation of non-alcoholic fatty liver disease by primary care clinicians: limited awareness of surrogate markers of fibrosis.
      could be improved by the use of defined care pathways which utilise a NAFLD-specific stepwise algorithm to guide clinical decisions and improve referral to specialised services.
      • Tsochatzis E.A.
      • Newsome P.N.
      Non-alcoholic fatty liver disease and the interface between primary and secondary care.
      The effectiveness of this approach is indirectly revealed by our analysis as out of 29 European countries only the UK scored high in the NAFLD care management indicator. This is not surprising considering the policy implemented in the UK for NAFLD and NASH, which helps to put liver disease diagnosis and management on the primary care physicians’ agenda. There remains, however, a need for reinforcement with adequate education and training on tools (e.g. non-invasive markers, specific intervention algorithms, etc.) that can facilitate the early detection of NAFLD
      • Jarvis H.
      • Hanratty B.
      Detecting liver disease in primary care: are we ready for change?.
      and timely referral to appropriate NAFLD care.
      • Hallsworth K.
      • Dombrowski S.U.
      • McPherson S.
      • Anstee Q.M.
      • Avery L.
      Using the theoretical domains framework to identify barriers and enabling factors to implementation of guidance for the diagnosis and management of nonalcoholic fatty liver disease: a qualitative study.

      Indices

      Indices provide benchmarks in health policy and public health and enable systematic assessment over time in and among countries. A prominent example in global health is the Human Development Index,
      United Nations Development Programme
      Human Development Report.
      which is widely used by international organisations and governments. Indices have the capacity to change how progress in a specific disease field is monitored at national and international levels, and support the development of clear practical targets that can be used to improve outcomes in an evidence-based manner.
      • Palayew A.
      • Razavi H.
      • Hutchinson S.J.
      • Cooke G.S.
      • Lazarus J.V.
      Do the most heavily burdened countries have the right policies to eliminate viral hepatitis B and C?.
      ,
      • Palayew A.
      • Stumo S.R.
      • Cooke G.S.
      • Hutchinson S.J.
      • Jauffret-Roustide M.
      • Maticic M.
      • et al.
      The Hep-CORE policy score: a European hepatitis C national policy implementation ranking based on patient organization data.
      The NAFLD Preparedness Index provides a clear framework for policy-makers to assess national weaknesses in specific domains and a pathway for these weaknesses to be addressed by specific interventions. For example, if a country in this study wants to go from the low- or middle-level in epidemiology to the high-level they would need to implement one or more of the following interventions: a population level study on NAFLD, an epidemiological assessment of NAFLD, a national registry, or a national or regional cohort.

      Limitations

      The main limitation of the NAFLD Preparedness Index is that it summarises actions taken and recommendations provided, at a particular point in time, equally, and so it cannot measure the extent to which a health system and its components adhere to each recommendation. For this reason, even a well-prepared country may be less able to act and improve early diagnosis of NAFLD if there is poor adherence to guidelines and policies, for example. Additionally, as the stability of the scores from MCAs is not always reliable, we have included standardised countries to help contextualise the results. Data were extracted by a small group of experts in each country, which can lead to a certain degree of subjectivity; however, data were fact-checked and discussed with the experts to improve quality.
      Finally, the Preparedness Index does not capture all elements that are important in being prepared for NAFLD/NASH and how well a country can address this public health challenge. The main component that was not included in the index was a country’s disease burden and the amount invested towards fighting NAFLD and associated conditions. Our index is unable to capture the joint effect of the disease burden and policy landscape on preparedness, and other techniques would be needed to combine the two. However, we found that only 1 country scored high in the epidemiology indicator. A lack of good epidemiological data means that few countries have the information required by decision-makers when considering if and how to respond to NAFLD.

      Conclusions

      In this study, we calculated a NAFLD Preparedness Index for 29 European countries. Countries that received higher scores are more prepared to respond to the NAFLD epidemic than countries with lower scores. The index highlights key gaps in policies, civil society engagement, guidelines, epidemiology, and care management. These findings can initiate critical discussions as countries seek to improve their state of preparedness to address the NAFLD pandemic.

      Financial support

      The original data collection was funded by the EASL International Liver Foundation with support from Gilead Sciences Europe Ltd., Allergan Pharmaceutical International Ltd., Bristol-Myers-Squibb Company, Pfizer Inc., and Resoundant Inc. The statistical analysis was funded by the EASL International Liver Foundation with support from Bristol-Myers-Squibb Company, Intercept, and Genfit. JVL is supported by a Spanish Ministry of Science, Innovation and Universities Miguel Servet grant (Instituto de Salud Carlos III/ESF, European Union [CP18/00074]) and further acknowledges institutional support from the Spanish Ministry of Science, Innovation and Universities through the ‘Centro de Excelencia Severo Ochoa 2019–2023’ Programme (CEX2018-000806-S), and support from the Government of Catalonia through the CERCA Programme. QMA and VR are members of the EPoS (Elucidating Pathways of Steatohepatitis) consortium funded by the Horizon 2020 Framework Program of the European Union under Grant Agreement 634413. QMA, VR, HCP, ME, and MRG are members of the LITMUS (Liver Investigation: Testing Marker Utility in Steatohepatitis) consortium funded by the IMI2 Program of the European Union under Grant Agreement 777377. QMA is a Newcastle NIHR Biomedical Research Centre investigator. AP, PC, GM, KN, FT, and SZS have no financial support statements to disclose.

      Authors’ contributions

      JVL conceived of the article, developed the preliminary outline, and led the development of the questionnaire with QMA and HCP. JVL, QMA, and HCP led the data collection with input from ME, GM, KN, VR, MRG, and FT while AP led the development of the methods and analysis. In addition, AP and JVL verified the data. JVL wrote the first draft with input from AP, QMA, SZS, and PC. All authors contributed to and reviewed the full draft of the article, subsequent revisions, and approved the final version for submission.

      Data availability

      Data and code to reproduce these analyses can be found at https://osf.io/zek3u/.

      Conflicts of interest

      The authors declare no conflicts of interest that pertain to this work.
      Please refer to the accompanying ICMJE disclosure forms for further details.

      Acknowledgements

      The authors would like to thank the national experts for their contribution, which included reviewing documents and confirming results: Michael Trauner (Austria), Sven Francque (Belgium), Lyudmila Mateva (Bulgaria), Ivana Mikolasevic (Croatia), Emmelia Vounou (Cyprus), Radan Brůha (Czech Republic), Maja Thiele (Denmark), Riina Salupere (Estonia), Hannele Yki-Järvinen (Finland), Vlad Ratziu (France), Frank Tacke (Germany), Georgios Papatheodoridis (Greece), Bela Hunyady (Hungary), Suzanne Norris (Ireland), Giulio Marchesini (Italy), Ieva Tolmane (Latvia), Jonas Valantinas (Lithuania), Joseph Weber (Luxembourg), Mette Vesterhus (Norway), Robert Flisiak (Poland), Helena Cortez-Pinto (Portugal), Liana Gheorghe (Romania), Marek Rac (Slovak Republic), Katja Novak (Slovenia), Manuel Romero-Gómez (Spain), Mattias Ekstedt (Sweden), Jean-François Dufour (Switzerland), Ger Koek (The Netherlands), and Quentin M Anstee (UK).

      Supplementary data

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