BeLiver develops a hardware and software
platform for precision medicine

Step 1
Analysis of the patient’s tumor and micro-environment profile using proteomics to identify
its specific signature.
Step 2
Comparison of the patient’s tumor signature with our AI-driven treatment signature database, matching it to already known profiles of responders or non- responders to available treatments.

Why focusing on the proteome

While many approaches center on DNA or RNA, our method takes a unique path by studying the proteome—the layer most directly linked to the pathology and getting rid of the several modifications between DNA code and real cellular biology.
Proteins play a pivotal role as they are directly responsible for cellular biological functions and serve as the primary targets of therapeutic treatments. By examining protein expression and the associated signaling pathways, we uncover vital insights into the mechanisms that drive treatment response, enabling a deeper understanding and more precise interventions.

POC on liver cancer

To date, we have conducted two Proof Of Concepts in liver cancer involving more than 50 patients, successfully distinguishing responders from non-responders for both first- and second-line treatments. Building on these promising results, we are now collaborating with seven French hospitals to expand our research and validate our test for the upcoming first line of treatment.

Team publications

Proteomic profiling of advanced hepatocellular carcinoma identifies predictive signatures of response to treatments.
Delamarre et al., bioRxiv 2025

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Spatial characterization of β-catenin-mutated hepatocellular adenoma subtypes by proteomic profiling of the tumor rim.
Sylvaine Di Tommaso*, Cyril Dourthe*, et al., JHEP Rep. 2023 Sep

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Proteomic Profiling of Hepatocellular Adenomas Paves the Way to Diagnostic and Prognostic Approaches.
Dourthe C, et al., Hepatology. 2021 Sep

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ASS1 Overexpression: A Hallmark of Sonic Hedgehog Hepatocellular Adenomas; Recommendations for Clinical Practice.
Sala M, et al., Hepatol Commun. 2020

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Argininosuccinate synthase 1 (ASS1): A marker of unclassified hepatocellular adenoma and high bleeding risk.
Henriet E, et al., Hepatology. 2017 Dec

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