February Highlights
qFibrosis® Uncovers Divergent Collagen Remodeling Across Liver Disease Subtypes
A recent study conducted by Seoul National University Boramae Medical Center and Kyung Hee University Hospital provides new insights into fibrosis progression across steatotic liver disease subtypes. Now published in Gastroenterology, the study utilized HistoIndex’s fibrosis quantification algorithm, qFibrosis®, to identify distinct patterns of collagen deposition that are not captured by conventional fibrosis staging systems.
The study demonstrated that, even at comparable fibrosis stages, patients with alcohol-related liver disease (ALD) and combined metabolic and alcohol-related liver disease (MetALD) exhibited higher levels and different spatial distributions of collagen compared with metabolic dysfunction–associated steatotic liver disease (MASLD). These findings suggest potentially faster and more aggressive fibrotic progression in alcohol-associated disease subtypes. Importantly, this is the first time where differences in fibrotic remodeling across liver disease subtypes were histologically and objectively quantified, highlighting how quantitative tools such as qFibrosis® can extend beyond traditional staging to uncover biologically meaningful disease heterogeneity. The findings contribute to the growing body of literature advancing the field beyond traditional staging.
In February, we had the pleasure of welcoming Professor Jeong Hwan Park, one of the authors of this study, to our Singapore office and laboratory. We are thankful for his visit and look forward to continuing our collaboration and exploring new insights together.
Read the publication here.

Expanding Our AI-Driven Fibrosis Quantification into Oncology: Top 3 FAQs About HistoOnco™
Building on a strong foundation in fibrosis assessment, we are expanding our AI-driven digital pathology applications into new disease areas. This February we announced the launch of HistoOnco™, which marks the beginning of our oncology applications pipeline.
1️⃣ What is HistoOnco™ HCC?
HistoOnco™ HCC is our new AI-powered algorithm, which delivers objective, quantitative assessment of fibrosis in hepatocellular carcinoma (HCC).
2️⃣ What sets HistoOnco™ HCC apart?
HistoOnco™ HCC evaluates fibrosis separately within tumor and non-tumor regions, capturing critical spatial heterogeneity often missed by traditional scoring systems (see the image below).

3️⃣ How does HistoOnco™ HCC support clinical decision-making?
Using validated cut-offs, HistoOnco™ predicts recurrence-free survival (RFS) and overall survival (OS), stratifying patients into early or late recurrence, and early or late mortality risk groups. The result: deeper prognostic insight to support smarter post-treatment monitoring and more informed clinical decision-making.
To learn more about how HistoOnco™ can enhance HCC analysis, reach out to us at info@histoindex.com
Recent Publications
- AI-assisted fibrosis scoring in MASH: Exploring pathologist decision-making with an SHG-based AI digital pathology tool | JHEP Reports, 2026 | Read article here
- Multicenter Prospective Cohort Study on Clinical Outcomes and Fibrosis Patterns in Biopsy-Proven Steatotic Liver Disease Subtypes| Gastroenterology, 2026 | Read article here
📩Our blog also recently got an update! Check out our latest post on clinical diagnostics: “Challenges in MASH Diagnostics: Why Accuracy Matters More Than Ever” | Read the Blog post
Upcoming Conferences
Don’t miss out – catch us at our upcoming events and conferences:
- Emerging Topic Conference | March 13-15, 2026 | Las Vegas, Nevada
- EASL Congress 2026 | May 27-30, 2026 | Barcelona, Spain
- 2026 06 SOLAR Conference | June 25-27, 2026 | San Juan, Puerto Rico
For questions or more information, please contact us at info@histoindex.com.
More exciting updates in our next edition – stay tuned!
