Liquid biopsy, built for chronic disease

Tissue-level biology
from a tube of blood.

Hepta is decoding tissue-level biology from blood, starting with metabolic dysfunction-associated steatohepatitis (MASH).
LiquidTransformer, our liquid biopsy-native AI platform, reads epigenetic patterns in cell-free DNA — built from the ground up for the molecular signal regime of chronic disease.

MASH is treatable,
if we find it in time.

The Burden

A common chronic disease, largely invisible in routine practice.

MASH affects nearly 20 million Americans. Therapies exist, but diagnostics lag — so most patients are not found in time. Left undetected, MASH can progress to cirrhosis, organ failure, and cancer.

The Gap

Current diagnostic pathways do not scale.

Biopsy is invasive. Specialized imaging is scarce. Legacy blood scores often misclassify, leading to delayed diagnosis and preventable harm.

The Need

A simple, reliable blood test for tissue-level insight.

The liver is the body's metabolic command center. Care needs tissue-level insight, early — so clinicians can act before damage becomes irreversible.

MASH, a silent epidemic, is the largest chronic disease diagnostic gap in the US.
~ 20M
Americans living with MASH
~ 7M
are eligible for treatment
< 10%
are diagnosed today

One blood test to answer biological questions that today require biopsy.

Foundation

LiquidTransformer — the first liquid biopsy-native AI platform.

Designed to capture the faint signals from cell-free DNA fragments in chronic disease, our patented transformer-based model uses the attention mechanism to determine fragment significance at a single-molecule level. Unlike traditional liquid biopsy methods, LiquidTransformer captures the molecular signal in blood that reflects the molecular state of the tissue. Validated in our MASH Atlas — a paired plasma–tissue multiomics study.

AASLD 2025 oral podium presentation · manuscript in submission
Platform diagram
Diagnostic

Identify the patients eligible for therapy.

A blood-based test that identifies patients with clinically significant MASH fibrosis (F2-F3), the population eligible for current and emerging therapies. Validated across multiple biopsy-confirmed cohorts and outperforming currently recommended guideline tests.

EASL 2026 oral podium presentation · manuscript in preparation
Therapy response

Match biology to therapy. Monitor response.

Differentially methylated pathways distinguish MASH patients who respond to GLP-1 therapy from those who do not, before treatment begins. The same architecture supports response monitoring and mechanism-of-action insight across the broader MOA landscape.

DDW 2026 oral podium presentation · manuscript in preparation

Peer-reviewed forums where our science is being presented.

Select presentations
Presenter
Venue
A cell free DNA methylation-based liquid biopsy for semaglutide weight-loss response in at-risk MASH
Prof. Rohit Loomba, MD
Digestive Disease Week 2026
AI-Powered Cell-Free DNA Methylation Profiling for Identification of Treatment-Eligible MASLD Patients: A Multi-Cohort Validation Study
Prof. Jörn Schattenberg, MD PhD
EASL Congress 2026
Plasma cfDNA Methylation Enables Virtual Pathology of MASH, Validated by Liver Methylation, Gene Expression, and Single-Cell Multi-Omics
Prof. Anna Mae Diehl, MD
MASH-TAG 2026
An Epigenetic Atlas of MASH: Ultra-Deep Paired Liver Tissue and Plasma cfDNA Methylation Sequencing Enables Non Invasive Measurement of Pathways Activation
Prof. Anna Mae Diehl, MD
AASLD The Liver Meeting 2025
Epigenetic biomarkers and methylome-wide association study (MWAS) for non-invasive diagnosis of at-risk MASH from cell-free DNA
Prof. Manal Abdelmalek, MD
EASL Congress 2025

Several manuscripts in preparation.

Built by veterans
of liquid biopsy and MASH.

Hamed Amini,

Hamed Amini, PhD

Chief Executive Officer & Co-Founder

Soheil Damangir,

Soheil Damangir, PhD

Chief Technology Officer & Co-Founder

Rohit Loomba,

Rohit Loomba, MD MHSc

Chief Medical & Scientific Advisor
Chief, Division of Gastroenterology and Hepatology, UCSD

World-leading experts advising
and collaborating with Hepta.

Anna Mae Diehl,

Anna Mae Diehl, MD

Duke University

Brent Tetri,

Brent Tetri, MD

Saint Louis University

Scott Friedman,

Scott Friedman, MD

Icahn School of Medicine at Mount Sinai

Manal Abdelmalek,

Manal Abdelmalek, MD

Mayo Clinic, Rochester

Jörn Schattenberg,

Jörn Schattenberg, MD PhD

Saarland University, Germany

Arun Sanyal,

Arun Sanyal, MD

Virginia Commonwealth University

Mary Rinella,

Mary Rinella, MD

University of Chicago

Quentin Anstee,

Quentin Anstee, PhD FRCP

Newcastle University, UK

Vlad Ratziu,

Vlad Ratziu, MD

Sorbonne University, France

Nizar Zein,

Nizar Zein, MD

Cleveland Clinic

Mazen Noureddin,

Mazen Noureddin, MD

Houston Methodist Hospital

Naim Alkhouri,

Naim Alkhouri, MD

Summit Clinical Research

Bilal Hameed,

Bilal Hameed, MD

UCSF

Stefano Romeo,

Stefano Romeo, MD PhD

KTH Royal Institute of Technology, Sweden

Vincent Wong,

Vincent Wong, MD

The Chinese University of Hong Kong

Backed by
Felicis Ventures
Illumina Ventures
SeaX Ventures
AME Cloud Ventures
Alumni Ventures

Get in touch.

We collaborate with clinicians, researchers, and partners advancing diagnostics for chronic disease. Connect with us if you are excited what Hepta is enabling.

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