scholarly journals Digital Pathology Enables Automated and Quantitative Assessment of Inflammatory Activity in Patients with Chronic Liver Disease

Biomolecules ◽  
2021 ◽  
Vol 11 (12) ◽  
pp. 1808
Author(s):  
David Marti-Aguado ◽  
Matías Fernández-Patón ◽  
Clara Alfaro-Cervello ◽  
Claudia Mestre-Alagarda ◽  
Mónica Bauza ◽  
...  

Traditional histological evaluation for grading liver disease severity is based on subjective and semi-quantitative scores. We examined the relationship between digital pathology analysis and corresponding scoring systems for the assessment of hepatic necroinflammatory activity. A prospective, multicenter study including 156 patients with chronic liver disease (74% nonalcoholic fatty liver disease-NAFLD, 26% chronic hepatitis-CH etiologies) was performed. Inflammation was graded according to the Nonalcoholic Steatohepatitis (NASH) Clinical Research Network system and METAVIR score. Whole-slide digital image analysis based on quantitative (I-score: inflammation ratio) and morphometric (C-score: proportionate area of staining intensities clusters) measurements were independently performed. Our data show that I-scores and C-scores increase with inflammation grades (p < 0.001). High correlation was seen for CH (ρ = 0.85–0.88), but only moderate for NAFLD (ρ = 0.5–0.53). I-score (p = 0.008) and C-score (p = 0.002) were higher for CH than NAFLD. Our MATLAB algorithm performed better than QuPath software for the diagnosis of low-moderate inflammation (p < 0.05). C-score AUC for classifying NASH was 0.75 (95%CI, 0.65–0.84) and for moderate/severe CH was 0.99 (95%CI, 0.97–1.00). Digital pathology measurements increased with fibrosis stages (p < 0.001). In conclusion, quantitative and morphometric metrics of inflammatory burden obtained by digital pathology correlate well with pathologists’ scores, showing a higher accuracy for the evaluation of CH than NAFLD.

2002 ◽  
Vol 16 (10) ◽  
pp. 722-726 ◽  
Author(s):  
Jacqueline Laurin

Most cases of nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) are suspected on the basis of the exclusion of viral, autoimmune, metabolic and genetic causes of chronic liver disease in patients with chronic elevation of aminotransferase enzymes. However, the definitive diagnosis of NASH requires liver biopsy. Valuable blood tests include hepatitis B and C serology, iron profile, alpha 1-antitrypsin phenotype, ceruloplasmin, antinuclear antibody and antismooth muscle antibody, and serum protein electrophoresis. If these tests are negative or normal, and if there are no symptoms or signs of chronic liver disease, it is unlikely that a specifically treatable liver disease would be discovered at biopsy. The prevalence of NAFLD in the general population appears to be approximately 20%, and 2% to 3% of people have NASH. There is no proven specific therapy for the spectrum of nonalcoholic liver disease; therefore, the management of the patient with NASH is not likely to be changed after histological assessment. Bleeding, sometimes fatal, and other complications requiring hospitalization can occur, and liver biopsies should not be undertaken without clear clinical indications. The high cost of undertaking histological assessment of all persons with asymptomatic elevations of liver enzymes cannot be justified in view of the risks and limited clinical benefits.


2017 ◽  
Vol 35 (4) ◽  
pp. 184-191
Author(s):  
Shahinul Alam ◽  
M Motahar Hossain ◽  
Golam Azam ◽  
Golam Mustafa ◽  
Mahbubul Alam ◽  
...  

Nonalcoholic Fatty Liver Disease (NAFLD) is the condition where fat accumulates in liver without significant ingestion of alcohol. NAFLD has become one of the most common liver conditions throughout the world. At the dawn of the history of NAFLD it was thought that NAFLD is disease of obese individual but lean patients are increasingly detected to have NAFLD. It seems that insulin resistance is central to the pathogenesis of NAFLD. In addition, oxidative stress and cytokines are important contributing factors, resulting in steatosis and progressive liver damage in genetically susceptible individuals. NAFLD varies considerably by ethnic group and Bangladeshi ethnicity is an independent risk factor for NAFLD. Prevalence of NAFLD in general population of Bangladesh is 4 - 18.4 %, which jumps up to 49.8% in diabetic patients. With the changes in socioeconomic condition and life style, aetiology of chronic liver disease is drifting from infectious to noninfectious diseases and the contribution of NAFLD is progressively increasing. Hepatitis B and hepatitis C have been the leading causes of mortality and morbidity from chronic liver disease in Bangladesh. But with increase in awareness and mass vaccination against HBV, prevalence of both the diseases has been decreasing in the country. The most alarming feature is that there is a high prevalence of NASH among the NAFLD patients. NAFLD is emerging as the largest contributor of chronic liver disease in Bangladesh. This warrants the attention of health policy makers and clinicians to explore this frontier and combat it from right now.J Bangladesh Coll Phys Surg 2017; 35(4): 184-191


2020 ◽  
Vol 17 (5) ◽  
pp. em224
Author(s):  
Rania Mohammed Abou-Hashem ◽  
Maram Magdy Shaat ◽  
Sarah Ahmed Hamza ◽  
Nermine Helmy Mahmoud ◽  
Suzan Mounir Ali

Kanzo ◽  
2001 ◽  
Vol 42 (3) ◽  
pp. 120-125 ◽  
Author(s):  
Kazuhiro KATAYAMA ◽  
Yuko OOKA ◽  
Sumi KIKKAWA ◽  
Akio UEMURA ◽  
Shinichiro SHINZAKI ◽  
...  

Biomedicines ◽  
2021 ◽  
Vol 9 (12) ◽  
pp. 1915
Author(s):  
Sébastien Le Garf ◽  
Véronique Nègre ◽  
Rodolphe Anty ◽  
Philippe Gual

Metabolic-associated fatty liver disease (MAFLD), previously called nonalcoholic fatty liver diseases (NAFLD), is one of the most important causes of chronic liver disease worldwide and will likely become the leading cause of end-stage liver disease in the decades ahead. MAFLD covers a continuum of liver diseases from fatty liver to nonalcoholic steatohepatitis (NASH), liver fibrosis/cirrhosis and hepatocellular cancer. Importantly, the growing incidence of overweight and obesity in childhood, 4% in 1975 to 18% in 2016, with persisting obesity complications into adulthood, is likely to be harmful by increasing the incidence of severe MAFLD at an earlier age. Currently, MAFLD is the leading form of chronic liver disease in children and adolescents, with a global prevalence of 3 to 10%, pointing out that early diagnosis is therefore crucial. In this review, we highlight the current knowledge concerning the epidemiology, risk factors and potential pathogenic mechanisms, as well as diagnostic and therapeutic approaches, of pediatric MAFLD.


2017 ◽  
Vol 8 (12) ◽  
pp. 4539-4546 ◽  
Author(s):  
Haiqing Ye ◽  
Qian Li ◽  
Zhengzhe Zhang ◽  
Maocheng Sun ◽  
Changhui Zhao ◽  
...  

Nonalcoholic fatty liver disease (NAFLD) is the main cause of chronic liver disease worldwide.


2020 ◽  
Vol 21 (8) ◽  
pp. 2883
Author(s):  
Young-Ah Kim ◽  
Kwan-Kyu Park ◽  
Sun-Jae Lee

Long non-coding RNAs (lncRNAs) are emerging as important contributors to the biological processes underlying the pathophysiology of various human diseases, including hepatocellular carcinoma (HCC). However, the involvement of these molecules in chronic liver diseases, such as nonalcoholic fatty liver disease (NAFLD) and viral hepatitis, has only recently been considered in scientific research. While extensive studies on the pathogenesis of the development of HCC from hepatic fibrosis have been conducted, their regulatory molecular mechanisms are still only partially understood. The underlying mechanisms related to lncRNAs leading to HCC from chronic liver diseases and cirrhosis have not yet been entirely elucidated. Therefore, elucidating the functional roles of lncRNAs in chronic liver disease and HCC can contribute to a better understanding of the molecular mechanisms, and may help in developing novel diagnostic biomarkers and therapeutic targets for HCC, as well as in preventing the progression of chronic liver disease to HCC. Here, we comprehensively review and briefly summarize some lncRNAs that participate in both hepatic fibrosis and HCC.


Sign in / Sign up

Export Citation Format

Share Document