Background and Aims
Nonalcoholic steatohepatitis (NASH) is a common cause of chronic liver disease. Clinical trials use the NASH Clinical Research Network (CRN) system for semiquantitative ...histological assessment of disease severity. Interobserver variability may hamper histological assessment, and diagnostic consensus is not always achieved. We evaluate a second harmonic generation/two‐photon excitation fluorescence (SHG/TPEF) imaging‐based tool to provide an automated quantitative assessment of histological features pertinent to NASH.
Approach and Results
Images were acquired by SHG/TPEF from 219 nonalcoholic fatty liver disease (NAFLD)/NASH liver biopsy samples from seven centers in Asia and Europe. These were used to develop and validate qFIBS, a computational algorithm that quantifies key histological features of NASH. qFIBS was developed based on in silico analysis of selected signature parameters for four cardinal histopathological features, that is, fibrosis (qFibrosis), inflammation (qInflammation), hepatocyte ballooning (qBallooning), and steatosis (qSteatosis), treating each as a continuous rather than categorical variable. Automated qFIBS analysis outputs showed strong correlation with each respective component of the NASH CRN scoring (P < 0.001; qFibrosis r = 0.776, qInflammation r = 0.557, qBallooning r = 0.533, and qSteatosis r = 0.802) and high area under the receiver operating characteristic curve values (qFibrosis 0.870‐0.951; 95% confidence interval {CI}, 0.787‐1.000; P < 0.001, qInflammation 0.820‐0.838; 95% CI, 0.726‐0.933; P < 0.001), qBallooning 0.813‐0.844; 95% CI, 0.708‐0.957; P < 0.001, and qSteatosis 0.939‐0.986; 95% CI, 0.867‐1.000; P < 0.001) and was able to distinguish differing grades/stages of histological disease. Performance of qFIBS was best when assessing degree of steatosis and fibrosis, but performed less well when distinguishing severe inflammation and higher ballooning grades.
Conclusions
qFIBS is an automated tool that accurately quantifies the critical components of NASH histological assessment. It offers a tool that could potentially aid reproducibility and standardization of liver biopsy assessments required for NASH therapeutic clinical trials.
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BFBNIB, FZAB, GIS, IJS, KILJ, NLZOH, NUK, OILJ, SAZU, SBCE, SBMB, UL, UM, UPUK
Nonalcoholic fatty liver disease (NAFLD) remains among the most common liver diseases worldwide, with increasing prevalence in concert with the obesity and metabolic syndrome epidemic. The evidence ...on the natural history, albeit with some ambiguity, suggests the potential for some subsets of NAFLD to progress to cirrhosis, liver-related complications and mortality with fibrosis being the most important predictor of hard long-term endpoints such as mortality and liver complications. In this setting, NAFLD proves to be a formidable disease entity, with considerable clinical burden, for both the present and the future. Our understanding of the natural history of NAFLD is constantly evolving, with nascent data challenging current dogma. Further clarification of the natural history is required with well-designed, well-defined studies using prospectively collected data. Identifying the predictors of long-term outcomes should be used to direct development of clinical trial endpoints in NAFLD.
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EMUNI, FIS, FZAB, GEOZS, GIS, IJS, IMTLJ, KILJ, KISLJ, MFDPS, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, SBMB, SBNM, UKNU, UL, UM, UPUK, VKSCE, ZAGLJ
Histologically assessed hepatocyte ballooning is a key feature discriminating non-alcoholic steatohepatitis (NASH) from steatosis (NAFL). Reliable identification underpins patient inclusion in ...clinical trials and serves as a key regulatory-approved surrogate endpoint for drug efficacy. High inter/intra-observer variation in ballooning measured using the NASH CRN semi-quantitative score has been reported yet no actionable solutions have been proposed.
A focused evaluation of hepatocyte ballooning recognition was conducted. Digitized slides were evaluated by 9 internationally recognized expert liver pathologists on 2 separate occasions: each pathologist independently marked every ballooned hepatocyte and later provided an overall non-NASH NAFL/NASH assessment. Interobserver variation was assessed and a ‘concordance atlas’ of ballooned hepatocytes generated to train second harmonic generation/two-photon excitation fluorescence imaging-based artificial intelligence (AI).
The Fleiss kappa statistic for overall interobserver agreement for presence/absence of ballooning was 0.197 (95% CI 0.094–0.300), rising to 0.362 (0.258–0.465) with a ≥5-cell threshold. However, the intraclass correlation coefficient for consistency was higher (0.718 0.511–0.900), indicating ‘moderate’ agreement on ballooning burden. 133 ballooned cells were identified using a ≥5/9 majority to train AI ballooning detection (AI-pathologist pairwise concordance 19–42%, comparable to inter-pathologist pairwise concordance of between 8–75%). AI quantified change in ballooned cell burden in response to therapy in a separate slide set.
The substantial divergence in hepatocyte ballooning identified amongst expert hepatopathologists suggests that ballooning is a spectrum, too subjective for its presence or complete absence to be unequivocally determined as a trial endpoint. A concordance atlas may be used to train AI assistive technologies to reproducibly quantify ballooned hepatocytes that standardize assessment of therapeutic efficacy. This atlas serves as a reference standard for ongoing work to refine how ballooning is classified by both pathologists and AI.
For the first time, we show that, even amongst expert hepatopathologists, there is poor agreement regarding the number of ballooned hepatocytes seen on the same digitized histology images. This has important implications as the presence of ballooning is needed to establish the diagnosis of non-alcoholic steatohepatitis (NASH), and its unequivocal absence is one of the key requirements to show ‘NASH resolution’ to support drug efficacy in clinical trials. Artificial intelligence-based approaches may provide a more reliable way to assess the range of injury recorded as “hepatocyte ballooning”.
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•Hepatocyte ballooning identification underpins regulatory-approved drug efficacy endpoints in clinical trials.•We report substantial variation in ballooned cell identification by expert hepatopathologists.•Our data suggest that ballooning is too subjective for its presence or complete absence to be used as a trial endpoint.•A ‘concordance atlas’ of cells identified as ballooned by multiple pathologists can be used to train AI-based image analysis.•AI-based approaches may provide a more reliable way to assess the range of injury recorded as hepatocyte ballooning.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NLZOH, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UILJ, UL, UM, UPCLJ, UPUK, ZAGLJ, ZRSKP
While the associations between individual lifestyle factors and risk of hepatocellular carcinoma (HCC) have been described previously, their combined impact on HCC risk is unknown.
The association of ...a composite score of healthy lifestyle factors, including body mass index, alcohol consumption, cigarette smoking, alternative Mediterranean diet, and sleep duration, and HCC risk was examined in the Singapore Chinese Health Study, an ongoing prospective cohort study of 63,257 Chinese men and women. Cox proportional hazard regression method was used to estimate HR and its 95% confidence interval (CI). Conditional logistic regression method was used to evaluate this composite lifestyle score-HCC risk association among a subset of individuals who tested negative for hepatitis B surface antigen (HBsAg) and anti-hepatitis C antibody.
After a mean follow-up of 17.7 years, 561 participants developed HCC. Individuals with higher composite scores representing healthier lifestyles (range 0-8) were at significantly lower risk of HCC. Compared with the lowest composite score category (0-4), the HRs (95% CIs) for the composite scores of 5, 6, 7, and 8 were 0.67 (0.62-0.85), 0.61 (0.48-0.77), 0.49 (0.37-0.65), and 0.13 (0.06-0.30), respectively (
< 0.0001). A similar inverse association was observed in participants with negative HBsAg and anti-hepatitis C virus (HCV)-negative serology (HR, 0.38; 95% CI, 0.19-0.79; for the highest vs. the lowest category of the composite scores;
= 0.001).
Healthy lifestyles protect against HCC development, especially for individuals without hepatitis B virus and HCV infections.
This study highlights the importance of a comprehensive lifestyle modification strategy for HCC primary prevention.
Background and Aim
Nonalcoholic fatty liver disease (NAFLD) patients often have dyslipidemia, and optimal treatment of dyslipidemia lowers the risk of cardiovascular disease and mortality. Our aim ...was to study the prescription of statin and low‐density lipoprotein cholesterol treatment targets in NAFLD patients.
Methods
Consecutive NAFLD patients attending five clinics in Asia were included in this study. The 10‐year cardiovascular disease risk was calculated based on the Framingham Heart Study, and patients were categorized as moderate, high, or very high risk for cardiovascular disease on the basis of the American Association of Clinical Endocrinologist 2017 Guidelines. The low‐density lipoprotein cholesterol treatment goal for each of the risk groups was 2.6, 2.6, and 1.8 mmol/L, respectively.
Results
The data for 428 patients were analyzed (mean age 54.4 ± 11.1 years, 52.1% male). Dyslipidemia was seen in 60.5% (259/428), but only 43.2% (185/428) were on a statin. The percentage of patients who were at moderate, high, and very high risk for cardiovascular disease was 36.7% (157/428), 27.3% (117/428), and 36.0% (154/428), respectively. Among patients who were on a statin, 58.9% (109/185) did not achieve the treatment target. Among patients who were not on a statin, 74.1% (180/243) should be receiving statin therapy. The percentage of patients who were not treated to target or who should be on statin was highest among patients at very high risk for cardiovascular disease at 79.6% (78/98) or 94.6% (53/56), respectively.
Conclusion
This study highlights the suboptimal treatment of dyslipidemia and calls for action to improve the treatment of dyslipidemia in NAFLD patients.
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BFBNIB, FZAB, GIS, IJS, KILJ, NLZOH, NUK, OILJ, SAZU, SBCE, SBMB, UL, UM, UPUK
Background and Aim
Despite efforts in controlling and managing liver diseases, significant health issues remain. This study aims to evaluate the degree of public awareness and knowledge regarding ...liver health and diseases in Singapore.
Methods
A cross‐sectional, self‐reported, web‐based questionnaire was administered to 500 adult individuals. Questionnaire items pertained to knowledge and awareness of overall liver health, liver diseases and their associated risk factors.
Results
Sixty‐four percent of respondents were ≥35 years old and 54.0% were male. While majority agreed that regular screening was important for liver health (91.2%), only 65.4% attended health screening within recent 2 years. Hepatitis B had more awareness than hepatitis C among the respondents. About 70% agreed the consequences of viral hepatitis included liver cirrhosis, failure, and/or cancer. Yet, only 15% knew hepatitis C is not preventable by vaccination and more than half mistaken hepatitis B and C are transmissible via contaminated or raw seafood. Despite 75% being aware of non‐alcoholic fatty liver disease, many were not aware of the related risk factors and complications. Awareness of specific screening and diagnostic tests for liver health was poor as one‐fifth correctly identified the diagnostic tests for viral hepatitis. Preferences for doctor's consultation, TV, or newspapers (online) as information channels contrasted those currently used in the public health education efforts.
Conclusions
The levels of understanding of liver diseases, risk factors, and potential complications are suboptimal among the Singapore public. More public education efforts aligned with respondents' information‐seeking preferences could facilitate addressing misperceptions and increase knowledge about liver diseases.
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BFBNIB, FZAB, GIS, IJS, KILJ, NLZOH, NUK, OILJ, SAZU, SBCE, SBMB, UL, UM, UPUK
Measuring liver stiffness only in patients with indeterminate or high nonalcoholic fatty liver disease (NAFLD) fibrosis scores (called a 2-step approach) was reported to reduce indeterminate or ...discordant results while maintaining the accuracy to identify patients with advanced fibrosis. We aimed to validate this approach using data collected from the Gut and Obesity in Asia Workgroup.
We performed a retrospective analysis of data from 759 patients with biopsy-proven NAFLD (24% with advanced fibrosis), seen at 10 centers in 9 countries in Asia, from 2006 through 2018. By using liver biopsies as the reference standard, we calculated percentages of misclassifications and indeterminate or discordant results from assessments made based on fibrosis scores (NAFLD fibrosis score NFS or Fibrosis-4 score) and liver stiffness measurements (LSMs), alone or in combination. The analysis was repeated using randomly selected subgroups with a different prevalence of advanced fibrosis (histologic fibrosis stage ≥F3).
In groups in which 3.7% and 10% of patients had advanced fibrosis, a 2-step approach (using the NFS followed by LSM only for patients with indeterminate or high NFS) and using a gray zone of 10 to 15 kPa for LSM, produced indeterminate or discordant results for 6.9% of patients and misclassified 2.7% of patients; only 25.6% of patients required LSM. In the group in which 10% of patients had advanced fibrosis, the same approach produced indeterminate or discordant results for 7.9% of patients and misclassified 6.6% of patients; only 27.4% of patients required LSM. In groups in which 24% and 50% of patients had advanced fibrosis, using LSM ≥10 kPa alone for the diagnosis of advanced fibrosis had the highest accuracy and misclassified 18.1% and 18.3% of patients, respectively. These results were similar when the Fibrosis-4 score was used in place of NFS.
In a retrospective analysis, we found that a 2-step approach using fibrosis scores followed by LSM most accurately detects advanced fibrosis in populations with a low prevalence of advanced fibrosis. However, LSM ≥10 kPa identifies patients with advanced fibrosis with the highest level of accuracy in populations with a high prevalence of advanced fibrosis.
Changing epidemiology of hepatocellular carcinoma in Asia Goh, George Boon-Bee, MBBS, MMed, MRCP (UK); Chang, Pik-Eu, MBBS, MMed, MRCP (UK); Tan, Chee-Kiat, MBBS, MRCP (UK), FRCP (Edinburgh)
Baillière's best practice & research. Clinical gastroenterology,
12/2015, Volume:
29, Issue:
6
Journal Article
Peer reviewed
Abstract Hepatocellular carcinoma is a major problem in Asia because of the presence of multiple risk factors in the region such as endemicity of hepatitis B and significant contamination of ...foodstuff by aflatoxin in some areas. Another risk factor for HCC, chronic hepatitis C infection, in Asia is most significant in Japan, the only Asian country with more HCV than HBV-related hepatocellular carcinoma. As these risk factors can and are being modified by measures such as universal hepatitis B immunisation, successful treatment of HCV infections, reduction and improved surveillance of aflatoxin contamination of foodstuff, it is not surprising that the epidemiology of HCC in Asia is changing. All these are offset by the rising importance of NAFLD and NASH as chronic liver diseases and risk factors for HCC which contributes to the changing epidemiology of HCC in Asia.
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GEOZS, IJS, IMTLJ, KILJ, KISLJ, NUK, OILJ, PNG, SAZU, SBCE, SBJE, UL, UM, UPCLJ, UPUK
There is limited research on the effect of dietary quality on hepatocellular carcinoma (HCC) risk in populations with relatively high risk of HCC. Using data from Singapore Chinese Health Study, a ...prospective cohort study, of 63 257 Chinese aged 45 to 74, we assessed four diet‐quality index (DQI) scores: the Alternative Health Eating Index‐2010 (AHEI‐2010), Alternate Mediterranean Diet (aMED), Dietary Approaches to Stop Hypertension (DASH) and Heathy Diet Indicator (HDI). We identified 561 incident HCC cases among the cohort participants after a mean of 17.6 years of follow‐up. Cox proportional hazard regression model was used to estimate hazard ratio (HR) and 95% confidence interval (CI) for HCC in relation to these DQI scores. Unconditional logistic regression method was used to evaluate the associations between DQIs and HCC risk among a subset of individuals who tested negative for hepatitis B surface antigen (HBsAg). High scores of AHEI‐2010, aMED and DASH, representing higher dietary quality, were associated with lower risk of HCC (all Ptrend < .05). Compared with the lowest quartile, HRs (95% CIs) of HCC for the highest quartile of AHEI‐2010, aMED and DASH were 0.69 (0.53‐0.89), 0.70 (0.52‐0.95) and 0.67 (0.51‐0.87), respectively. No significant association between HDI and HCC risk was observed. Among HBsAg‐negative individuals, similar inverse associations were observed, and the strongest inverse association was for aMED (HRQ4vsQ1 = 0.46, 95% CI: 0.23‐0.94, Ptrend = .10). These findings support the notion that adherence to a healthier diet may lower the risk of HCC, suggesting that dietary modification may be an effective approach for primary prevention of HCC.
What's new?
Can improving the daily diet of high‐risk populations lower their risk of hepatocellular carcinoma (HCC)? In this large, prospective Asian study, the authors found that the answer is yes. Three different diet‐quality index (DQI) scores were associated with a significant drop in HCC risk, by as much as 30%. These included the AHEI‐2010, aMED, and DASH. These findings suggest that public‐health programs emphasizing dietary modification may offer an effective strategy for the prevention of HCC.
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BFBNIB, FZAB, GIS, IJS, KILJ, NLZOH, NUK, OILJ, SAZU, SBCE, SBMB, UL, UM, UPUK
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