Human Liver Organoid Screening Platform for DILI Risk Prediction
Source Zhang et al., 2023 · University of Michigan · 10.1016/j.jhep.2023.01.019
Abstract
This protocol describes the generation and characterization of human liver organoids (HLOs) derived from iPSC lines in two complementary formats: dispersed HLOs in 384-well plates for high-throughput screening and intact HLOs adapted to a liver-on-chip system (PaDLOC) for enhanced physiological assessment. Both platforms enable identification of hepatotoxic compounds and prediction of synergistic drug toxicities through biochemical assays, morphological profiling, and single-cell transcriptomics.
Protocol overview
35 steps across 10 phases
- 1 Prepare Chip S1 channels with extracellular matrix
- 2 Prepare dispersed HLO cell suspension
- 1 Seed cells into bottom channel
- 2 Allow bottom channel cell attachment
- 3 Seed cells into top channel
- 4 Allow top channel cell attachment
- 5 Wash both channels with hepatocyte growth media
- 1 Attach chip to Pod Portable Module
- 2 Place loaded pods into Zoë Culture Module
- 3 Introduce media flow at constant rate
- 4 Maintain media and culture for 7 days pre-treatment
- 1 Replace media with drug-containing media
- 2 Maintain constant flow during 7-day treatment period
- 3 Collect media outflow at designated time points
- 4 Measure ALT, AST, and albumin in collected media
- 1 Fix and stain PaDLOC cells
- 2 Acquire confocal microscopy images
- 3 Analyze morphological features
- 1 Harvest cells from treated PaDLOCs
- 2 Perform single-cell RNA sequencing
- 3 Analyze differential expression
- 1 Coat 384-well plates with collagen type I
- 2 Seed dispersed HLO cells into 384-well plates
- 3 Allow cells to adhere
- 1 Prepare compound stocks
- 2 Dispense compounds using digital dispenser
- 3 Incubate cells with compounds
- 1 Fix cells in 384-well plates
- 2 Permeabilize and block
- 3 Stain with fluorescent dyes and antibodies
- 4 Wash and prepare for imaging
- 1 Acquire confocal microscopy images
- 2 Perform image segmentation and feature extraction
- 3 Quantify cell viability and calculate IC50 values
- 4 Perform dimensionality reduction and clustering
Full SOP
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Attribution
This SOP was authored by Organthis based on the published method in Zhang et al., 2023. The originating laboratory holds no rights in this SOP and has not endorsed it unless marked Verified.
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