Diagnostic innovation and models of care to improve fibrosis detection and risk stratification in steatotic liver disease
Nicola Pugliese, Trenton M. White, Paul N. Brennan, Silvana Pannain, Hannes Hagström, Maurice Michel, Lisa Rice-Duek, Giovanni Targher, Cyrielle Caussy, John F. Dillon, Frank Tacke, Christopher J. Kopka, Giada Sebastiani, Jerome Boursier, Emmanuel A. Tsochatzis, Willem Pieter Brouwer, Giovanni Guara · 2026
Read Diagnostic innovation and models of care to improve fibrosis detection and risk stratification in steatotic liver disease by Nicola Pugliese, Trenton M. White, Paul N. Brennan, Silvana Pannain, Hannes Hagström, Maurice Michel, Lisa Rice-Duek, Giovanni Targher, Cyrielle Caussy, John F. Dillon, Frank Tacke, Christopher J. Kopka, Giada Sebastiani, Jerome Boursier, Emmanuel A. Tsochatzis, Willem Pieter Brouwer, Giovanni Guara (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13245525.txt.
Description
Nicola Pugliese and a large group of colleagues review how to find liver scarring earlier in fatty liver disease in 2026. Fatty liver disease now leads chronic liver disease in Europe. Scarring, called fibrosis, best predicts who will fare badly, yet it often goes unseen until late.
Blood markers, scans, lab algorithms, and AI tools can now grade scarring without biopsy. Use stays patchy because of low awareness, uneven access, split referral paths, and uneven payment. The authors favor joined models that link primary care with specialists in one pathway. Such models could speed referral and fair access, above all for people with diabetes or obesity.
Catalog record
| CREATOR | Nicola Pugliese, Trenton M. White, Paul N. Brennan, Silvana Pannain, Hannes Hagström, Maurice Michel, Lisa Rice-Duek, Giovanni Targher, Cyrielle Caussy, John F. Dillon, Frank Tacke, Christopher J. Kopka, Giada Sebastiani, Jerome Boursier, Emmanuel A. Tsochatzis, Willem Pieter Brouwer, Giovanni Guara |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 65 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |