Company to spotlight its two lead drug candidates, MDL-001, a novel direct-acting antiviral targeting RdRp-Thumb 1, and MDL-4102, a novel transcriptional regulator targeting BRD4, both advancing toward IND.
San Diego, CA — 3/02/26 —
Model Medicines
,
an AI-first biotechnology company engineering first-in-class small-molecule
therapeutics, today announced that Daniel Haders, PhD, Founder and CEO, will
present at the
BIO Investment & Growth Summit 2026
, March
2–3, 2026, in Miami Beach, Florida.
The presentation will focus on Model
Medicines’ record-setting Ultra-Large Virtual Screening (ULVS) strategy and its
application to the discovery of two clinically differentiated lead programs in
viral replication and transcriptional control. Each program boasts a pipeline
anchored by a lead drug candidate, MDL-001 and MDL-4102, which are advancing
toward IND submission in 2026 and 2027, respectively.
Scaling Drug Discovery Beyond the
Trillion-Molecule Barrier
Model Medicines will highlight its recent
execution of a 325-billion-compound ultra-large virtual screen (ULVS) at the
Summit - the largest machine-learning–driven bioactivity screen publicly
reported.
[1]
Building on this milestone, the company will preview the initiation of a
one-trillion-compound ULVS, representing a step-change in the scale at which
small-molecule drug discovery is conducted.
Throughput has emerged as a primary
limiting factor in AI drug discovery, constraining chemical novelty,
selectivity, and downstream clinical success. Model Medicines’ ULVS approach is
designed to overcome this bottleneck by enabling routine, economically viable
exploration of deep chemical space, rather than one-off or symbolic large
screens.
“Throughput is not a vanity metric, it’s
a discovery variable,” said Daniel Haders, PhD, Founder and CEO of Model Medicines.
“Once you cross into ultra-large virtual screening regimes, you fundamentally
change what chemistry is reachable, how selective molecules can be, and how
efficiently programs can be advanced toward the clinic.”
Advancing Two IND-Track Programs
Model Medicines engineers
first-in-category, pipeline-in-a-pill therapeutics against biological choke
points. These biological choke points represent targets that are structurally
conserved, functionally essential, disease-driving, and offer multi-indication impact.
This provides for both franchise scalability across indications and reduced
risk via diversification.
The presentation will cover detailed
progress across Model Medicines’ two lead assets. These assets originated from
GALILEO
TM
, Model Medicines’ end-to-end design, discovery, and
development engine.
Viral Replication - RdRp Thumb-1
Program
MDL-001 — a direct-acting,
non-nucleoside, broad-spectrum antiviral targeting a conserved viral polymerase
mechanism, with demonstrated preclinical activity across respiratory and
hepatic viruses and high-risk co-infections. MDL-001 is being developed across
major respiratory infections, including influenza, COVID-19, and RSV, as well
as chronic hepatitis infections, including HCV, HBV, and HDV, representing an estimated
combined global antiviral market exceeding $30 billion annually. By targeting a
conserved polymerase mechanism shared across viral families, the program is
designed to provide a unified, oral therapeutic approach spanning both seasonal
respiratory outbreaks and chronic liver disease, including high-risk
co-infected patient populations. The program is currently completing
IND-enabling studies. IND submission is targeted for late 2026, with clinical
trials estimated to commence in early 2027.
Transcriptional Control - BRD4 Program
MDL-4102 — a highly potent and selective
BRD4 inhibitor with no measurable activity against BRD2 or BRD3. The program
was optimized for BRD4 selectivity, transcriptional impact, and drug-like
properties simultaneously. MDL-4102 is designed to overcome the dose-limiting
hematologic toxicities that hindered prior pan-BET inhibitors, positioning it
as a next-generation transcriptional therapy with the potential for durable
efficacy across BRD4-driven malignancies. Beyond oncology, BRD4 biology extends
into fibrosis, cardiovascular disease, and autoimmune disorders, expanding the
potential addressable market to more than $60 billion annually across these
therapeutic areas. By enabling selective transcriptional modulation with improved
tolerability, MDL-4102 is positioned as a differentiated, next-generation
approach to targeting core disease-driving gene expression programs. The
program is currently in IND-enabling studies. IND submission is targeted for
2027.
About Model Medicines
Model Medicines is an AI-first biotechnology company
engineering first-in-class small molecules that target the biological linchpins
underlying disease. The company’s research spans infectious disease, oncology,
and inflammation, with programs designed around conserved molecular choke
points that drive multiple pathologies. Model Medicines has discovered a
direct-acting, non-nucleoside, broad-spectrum antiviral (MDL-001) and a BRD4
inhibitor with no measurable activity against BRD2/3 (MDL-4102). Its work demonstrates
how large-scale computation can uncover entirely new classes of drugs once
thought unreachable. Model Medicines is advancing a new generation of
therapeutics that redefine what is possible in modern drug discovery. Learn
more at
Media Contact:
Patrick O’Neill
Head of Partnerships & Investor Relations
media@modelmedicines.com
[1]
Google Cloud. Google Cloud to host
second-annual Cancer AI Symposium in New York City [Internet]. New York:
PRNewswire; 2025 Oct 30 [cited Feb 23, 2026]. Available from:
;