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Predict Drug-Induced Liver Injury With Greater Confidence
Poster
Published: July 15, 2026
Credit: Bit.Bio The Cell Coding Company.
Drug-induced liver injury (DILI) remains one of the leading causes of late-stage drug attrition, making reliable preclinical liver models essential for early toxicity assessment.
Yet current in vitro models force researchers to compromise between physiological relevance and experimental consistency, making it difficult to generate reproducible toxicity data with confidence.
This poster introduces deterministically programmed hiPSC-derived hepatocytes (ioHepatocytes) that combine the scalability and batch consistency researchers need to address liver functionality and clinically relevant toxicity responses.
Download this poster to discover how:
The latest cell programming technology enables the generation of a highly homogeneous hepatocyte population
Programmed hepatocytes perform key liver functions comparable to primary cells
Toxicity responses correlate with known clinical DILI severity categories
PROGRAMMED HUMAN IPSC-DERIVED HEPATOCYTES AS A
ROBUST AND HIGHLY CONSISTENT NEW APPROACH
METHODOLOGY (NAM) FOR TRANSLATIONAL RESEARCH
AND TOXICITY TESTING.
Authors
*Poster presenter (gianmarco.mastrogiovanni@bit.bio)
4. ioHepatocytes express key hepatocyte functional
transcripts
5. ioHepatocytes express Phase I, II and III metabolism
genes similar to PHH and HepaRG cells
G. Mastrogiovanni *
S. Ghimire
J. Hundling
V. Cornelius
R. Piscupescu
V. Janus
L. Kowalski
S. Milde
A. Knights
V. Yianni
T. Harris-Brown
N. James
B. Newman
K. Firth
W. Bernard
Hepatocytes
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
ioHepatocytes 24h treatment
Acetaminophen
Amiodarone
Atorvastatin
Sunitinib
Ketokonazole
Paroxetine
Valproic acid
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
PHH 24h treatment
Phase I metabolism – CYP450 enzymes Phase II and III metabolism
A
C
E
Albumin
Bile Canaliculi Formation
B
a
Lipid Accumulation
A
Hepatocyte marker expressionPluripotency markerA
Albumin Secretion Ammonia Accumulation
2% CDL – 10% CDL – 20% CDL
Glycogen StorageD
PAS Staining – 0 min – 60 min
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
PHH 24h treatment
Acetaminophen
Amiodarone
Atorvastatin
Sunitinib
Ketokonazole
Paroxetine
Valproic acid
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
PHH 24h treatment
Acetaminophen
Amiodarone
Atorvastatin
Sunitinib
Ketokonazole
Paroxetine
Valproic acid
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
PHH 24h treatment
Acetaminophen
Amiodarone
Atorvastatin
Sunitinib
Ketokonazole
Paroxetine
Valproic acid
10-4 10-3 10-2 10-1 100 101 102 103 104
0
50
100
150
Concentration (uM)
% Viability
(relative to vehicle control)
PHH 24h treatment
Acetaminophen
Amiodarone
Atorvastatin
Sunitinib
Ketokonazole
Paroxetine
Valproic acid
ioHepatocytes 24h treatment PHH 24h treatment
B
A) Plots showing activity for CYP3A using the Promega CYP-gloTM assay at different timepoints of ioHepatocyte culturing.
B) Plots showing viability of ioHepatocytes and primary human hepatocytes (PHH) after 24 hours of exposure to drugs known to cause drug induced liver injury (DILI). Data
shows similar cytotoxic response in both cell types.
No response was observed in either ioHepatocytes and PHH after treatment with Valproic Acid (known to not cause cytotoxicity in vitro) and Acetaminophen (which typically
requires a higher dose to cause cytotoxicity).
CYP3A4 Activity
RLU/million cells/24 hrs
Day 11
Day 17
1x107
8x106
6x106
4x106
2x106
Abstract
The transition towards New Approach Methodologies (NAMs) in
preclinical drug development is driven by an urgent need for human-
relevant models that accurately predict drug-induced liver injury (DILI)
and reduce reliance on animal testing. Hepatocytes comprise over 80%
of the liver mass and handle critical functions like lipid and glucose
metabolism, protein secretion, detoxification, and xenobiotic metabolism.
While primary human hepatocytes (PHHs) are the gold standard in vitro
model for NAMs, their utility is restricted by batch-to-batch variability and
poor long-term survival. Conversely, immortalised cell lines possess
physiological discrepancies when compared to PHHs. Here, we used
opti-ox™, a deterministic cell programming technology, to generate
human pluripotent stem cell (hiPSC)-derived hepatocytes, termed
ioHepatocytes, with the consistency and scalability required for a robust,
human-centric NAM.
ioHepatocytes display classic cobblestone morphology with distinctive
nuclei. Cells express key pan-hepatocyte markers, including ALB,
HNF4A, and SERPINA1, and present a transcriptomic signature similar
to PHHs. Furthermore, ioHepatocytes demonstrate high consistency, a
crucial prerequisite for standardised NAMs. Functionally, ioHepatocytes
perform albumin secretion, glycogen storage, ammonia clearance, and
lipid accumulation.
Crucially, ioHepatocytes express genes involved in phase I, II, and III
drug metabolism and possess functional cytochrome P450 enzymes
(CYP3A, CYP2B6, and CYP1A2). When challenged with known
hepatotoxins, ioHepatocytes show a dose-dependent decrease in cell
viability strongly correlating with the clinical DILI severity of the
compounds. Importantly, the toxic response mimics that of PHHs,
validating their predictive capability.
ioHepatocytes offer a consistent, functional, and scalable model,
overcoming existing limitations, and improving DILI risk assessment in
drug development.
Expression of genes involved in Phase I – Cytochrome P450 enzymes (left) and Phase II and III (right) drug metabolism.
Bulk RNA seq was performed on ioHepatocytes, HepG2, HepaRG (after 8 days in culture) and primary human hepatocytes (PHH) from 4 donors after 3 days in culture . Data
from fetal liver was sourced externally and used for comparison.
Data show that ioHepatocytes have a high similarity in expression profile with primary human hepatocytes. Specifically, ioHepatocytes cluster closely with PHH and HepaRG
and separately from the more immature HepG2 and fetal liver tissue. Importantly, ioHepatocytes express the key enzymes CYP3A4, CYP2B6, CYP2C9, GSTA1/2 and
UGT1A1, ABCB11 and ABCC2.
This data show that ioHepatocytes Tox have the potential of being used as a model to assess toxicity of drugs in vitro.
Downregulation (A) of pluripotency (NANOG), and upregulation (B) of G6PC (role in gluconeogenesis), ARG1 (role in urea cycling) and ALB following 4 days of
programming to a hepatocyte fate. AFP (alpha-fetoprotein) is typically a fetal hepatocyte marker and demonstrates reduced expression following programming to
a hepatocyte fate.
Donor 1
iPSCs
HepG2
Fetal Liver
tissue
HepaRG
Donor 2
Donor 3
Donor 4
Primary Human Hepatocytes
2. ioHepatocytes display cobblestone morphology,
binucleation, and expression of pan-hepatocyte
markers
DAPI Albumin HNF4a Albumin + HNF4a
*
*
*
*
*
A) Brightfield image of ioHepatocytes after 9 days in culture post-thaw.
Following revival, ioHepatocytes rapidly acquire a highly homogeneous
and characteristic cobblestone morphology, displaying well-defined cell
borders, and frequent binucleation indicated with (*). These features
represent hallmark morphological traits of mature human hepatocytes and
demonstrate the robust recovery and stability of the culture following
thawing.
B) Immunofluorescence staining demonstrates that the cells
homogeneously co-express key pan-hepatocyte markers, including
Albumin (orange) and HNF4α (green), both of which are consistently
maintained throughout the culture period. DAPI was used as a nuclear
counterstain (blue) to visualize cell nuclei. Representative examples of
binucleated cells are highlighted with (*).
A
B
• opti-ox enabled transcription factor expression leads to the consistent generation of defined, functional human iPSC-
derived hepatocytes that are ready for experiments within days and can be used reliably over 17 days in culture.
• ioHepatocytes are a highly homogeneous population of cells expressing key hepatocytes markers, like ALB, HNF4A,
ASGR1 and CYP3A4. Over time in culture, they downregulate fetal markers and increase expression of maturation
and functionality markers.
• These cells demonstrate mature hepatocyte functions, including albumin secretion, robust CYP3A4 activity, dose-
dependent lipid accumulation, glycogen storage, ammonia clearance and bile canaliculi formation.
• Furthermore, ioHepatocytes exhibit drug metabolism profiles comparable to PHH and HepaRG, alongside similar
cytotoxic responses to DILI-inducing compounds.
• Thanks to their ability to be metabolically functional (lipid, glucose and drug metabolism among others) ioHepatocytes
are a valuable and reliable in vitro suitable for drug discovery, translational research, and predictive toxicology testing.
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