BRIDGING CLINICAL RESEARCH AND CLINICAL CARE WITH AI-AIDING PATHOLOGISTS TOOL
MASH, a condition often linked to obesity and type 2 diabetes, causes liver inflammation and fibrosis. Accurate staging of fibrosis is crucial for diagnosing MASH and determining treatment options. In addressing the inherent variability in fibrosis staging, HistoIndex's AI digital pathology platform has been shown to enhance the reliability of clinical trial outcomes by offering a more objective approach in evaluating fibrosis.
The study, which analyzed 120 digitized histology slides from two separate Phase 2b MASH clinical trials (NCT03517540, NCT03912532), revealed that AI assistance significantly improved inter-pathologist agreement on fibrosis staging, particularly for early-stage fibrosis (F0-F2). Compared to traditional methods, the HistoIndex's stain-free digital pathology platform using Second Harmonic Generation/Two Photon Excitation Fluorescence (SHG/TPEF) provided a more consistent, accurate and detailed assessment of fibrosis severity across the disease spectrum (Figure 1). Thus, enabling pathologists to address the long-standing challenge of intra- and inter-pathologist variability in MASH biopsy evaluation.
"I am excited about the findings of this study, which highlight how AI-assisted SHG/TPEF imaging and quantitative fibrosis scoring have improved inter-pathologist agreement, especially for early-stage fibrosis (F0-F2)." said Dr.
"Witnessing the journey of this study from concept to fruition has been incredibly rewarding, made possible by the collaboration across global teams." said Dr.
This study marks a significant step forward in leveraging AI to aid pathologists in both MASH clinical trials and routine patient care, offering a promising pathway for improving consistency and accuracy in diagnosing and managing MASH as a global health challenge.
About MASH
Metabolic dysfunction-associated steatohepatitis (MASH) is a progressive form of Metabolic dysfunction-associated steatotic liver disease (MASLD) characterized by steatosis and inflammation, which can lead to fibrosis (scarring), cirrhosis, liver failure, and an increased risk of liver cancer. The presence of ballooned hepatocytes (enlarged and damaged liver cells) is a key feature distinguishing MASH from simple steatosis. Pathologist assessments of liver biopsy remain the gold standard for diagnosing and assessing the severity of MASH. Histological categorial scoring systems are often used as surrogate endpoints to evaluate drug efficacy in clinical trials. These endpoints are limited in capturing the complex and heterogeneous nature of the disease. As a result, there is a growing need for more accurate and reliable tools, such as AI-based digital pathology solutions, to improve the assessment of treatment response and disease severity in MASH.
About HistoIndex
Founded in 2010, HistoIndex pioneers in stain-free, fully automated imaging solutions for visualizing and quantifying fibrosis in biological tissues. By combining cutting-edge biophotonic technology with AI-based analysis, HistoIndex provides innovative tools to improve the assessment of fibrosis changes and drug efficacy. HistoIndex's breakthrough digital pathology solutions are currently used in accelerating clinical research, expediting pharmaceutical drug development, and transforming medical standards.
References:
[1] "Utility of AI digital pathology as an aid for pathologists scoring fibrosis in MASH" DOI: 10.1016/j.jhep.2024.11.032 |
[2] Adapted from Graphical Abstract in "Utility of AI digital pathology as an aid for pathologists scoring fibrosis in MASH" by Desiree Abdurrachim et al. |
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SOURCE Histoindex Pte. Ltd.
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