Abstract
Human liver organoids are in vitro three dimensionally (3D) cultured cells that have a bipotent stem cell phenotype. Translational research of human liver organoids for drug discovery has been limited by the challenge of their low hepatic function compared to primary human hepatocytes (PHHs). Various attempts have been made to develop functional hepatocyte-like cells from human liver organoids. However, none have achieved the same level of hepatic functions as PHHs. We here attempted to culture human liver organoids established from cryopreserved PHHs (PHH-derived organoids), using HYDROX, a chemically defined 3D nanofiber. While the proliferative capacity of PHH-derived organoids was lost by HYDROX-culture, the gene expression levels of drug-metabolizing enzymes were significantly improved. Enzymatic activities of cytochrome P450 3A4 (CYP3A4), CYP2C19, and CYP1A2 in HYDROX-cultured PHH-derived organoids (Org-HYDROX) were comparable to those in PHHs. When treated with hepatotoxic drugs such as troglitazone, amiodarone and acetaminophen, Org-HYDROX showed similar cell viability to PHHs, suggesting that Org-HYDROX could be applied to drug-induced hepatotoxicity tests. Furthermore, Org-HYDROX maintained its functions for up to 35 days and could be applied to chronic drug-induced hepatotoxicity tests using fialuridine. Our findings demonstrated that HYDROX could possibly be a novel biomaterial for differentiating human liver organoids towards hepatocytes applicable to pharmaceutical research.
Similar content being viewed by others
Introduction
Organoids are three-dimensional (3D) structured cells derived from various cell types including somatic stem cells and differentiated cells1,2. Organoids recapitulate the in vitro characteristics of biological tissues or organs through self-organization, and they are shown to be relatively genetically stable3,4. Thus, unlike conventional two-dimensional (2D) cultured cells, organoids are anatomically similar to biological organs, allowing the function of human organs to be studied in greater detail in vitro than previously possible.
Huch et al. reported that human adult bile duct cells derived from human biopsies could be expanded in vitro as human liver organoids, later termed intrahepatic cholangiocyte organoids (ICOs)2,5. They also defined the culture conditions which allow long-term expansion of human liver organoids4. Thereafter, several groups clarified that human liver organoids have a bipotent stem cell phenotype, and therefore could differentiate into functional hepatocytes, which in turn suggested their potential as a novel hepatocyte model6,7,8. In addition, Huch et al. defined a differentiation medium that allow human liver organoids to differentiate into functional hepatocyte-like cells with higher hepatic functions than a human hepatoma cell line (HepG2)4. Broutier et al. demonstrated that when human liver organoids established from isolated human ducts or sorted ductal cells were cultured in hepatocyte differentiation medium, more than 60% of cells became positive for two major hepatocyte markers, albumin (ALB) and hepatocyte nuclear factor 4 alpha (HNF4a)9. Despite such scientific breakthroughs, translation of human liver organoids as a novel hepatocyte model in the drug discovery field has remained a challenge because their hepatic function is still too low and not comparable to that of primary human hepatocytes (PHHs)7, the gold-standard hepatocytes widely used in pharmaceutical research, regenerative medicine and tissue engineering.
In addition to optimizing the culture medium for human liver organoids to promote their hepatic differentiation, culture substrates for human liver organoids have been studied to further enable translational research. Generally, organoids are embedded and cultured in Matrigel, a gelatinous protein mixture composed of various elements including laminin, collagen type IV and growth factors extracted from Engelbreth-Holm-Swarm mouse sarcoma, which provides the cells with a bioactive environment to proliferate and self-organize10,11. However, this murine-derived Matrigel is poorly defined and has batch-to-batch variability of up to 50%10,12. Hence, various synthetic hydrogels have been developed as promising culture substrates for organoids, since they can be tuned and chemically modified with relative ease13,14,15. Willemse et al. succeeded in culturing and expanding human liver organoids in liver extracellular matrix-derived hydrogel. They also showed that human liver organoids maintained in the hydrogel could differentiate toward hepatocyte-like cells expressing ALB, when cultured in differentiation medium16. Ye et al. showed that human liver organoids cultured in a novel hydrogel based on polyisocyanopeptides differentiated toward a functional hepatocyte-like phenotype when cultured in differentiation medium17. Moreover, Krüger et al. investigated a cellulose nanofibril hydrogel that can differentiate human liver organoids towards hepatocyte-like cells with hepatic functions equivalent to or better than those of the human liver organoids cultured with Matrigel, when cultured in differentiation medium18. Collectively, these studies indicate that synthetic hydrogels themselves support organoid growth as an alternative to Matrigel, but often do not benefit the maturation of human liver organoids toward hepatocytes. In addition, even when these human liver organoids were cultured with differentiation medium, their hepatic function was not comparable to that in human liver or PHHs. Therefore, in order to achieve efficient clinical research using human liver organoids, a novel chemically modified human liver organoids culture system to obtain highly functional hepatocyte-like cells is desired.
Our group previously developed an easy-to-use biodegradable amphiphilic polymer consisting of poly(sarcosine) and poly(L-lactic acid) (PSar-PLLA)19,20. We developed a 3D nanofiber biomaterial based on this polymer, named HYDROX, and showed that it was applicable to the 3D culture of various cell types. In addition, we demonstrated that the HYDROX-culture system could be used to promote the differentiation and maturation of human induced pluripotent stem (iPS) cell-derived hepatocyte-like cells21. Given these advantages, we hypothesized that HYDROX could be a promising xeno-free biomaterial for human liver orgnaoids culture and differentiation toward hepatocytes.
In this study, we attempted to apply the HYDROX-culture system to human liver organoids that were established from commercially available cryopreserved PHHs (PHH-derived organoids). We then examined the histological characteristics of the resulting HYDROX-cultured PHH-derived organoids (Org-HYDROX). We also investigated various hepatic functions of Org-HYDROX by examining the gene expression levels and drug metabolic activities of major hepatocyte markers, followed by a comprehensive gene expression analysis. The applicability of Org-HYDROX to a drug-induced hepatotoxicity test was also investigated. Finally, we attempted a long-term culture of Org-HYDROX and tested its ability to predict chronic drug-induced hepatotoxicity.
Results
Cultivation of PHH-derived organoids using the HYDROX-culture system
Human liver organoids were established from PHHs (lot HC4-24) and cultured with the medium for cholangiocyte organoids according to the report of Huch et al.5 Phase contrast microscopic images revealed that the established organoids formed a spherical structure (Fig. S1A). We confirmed that the gene expression levels of cholangiocyte markers (Epithelial cell adhesion molecule (EpCAM), cytokeratin7 (CK7), cytokeratin19 (CK19)) were upregulated to the same level as those of HuCCT1 cells, a human bile duct carcinoma cell line (Fig. S1B), whereas hepatocyte markers (cytochrome P450 family 3 subfamily A member 4 (CYP3A4), albumin (ALB)) decreased (Fig. S1C) compared to those of PHHs, as previously reported for the human liver organoids produced by Huch et al.4,5
To perform HYDROX-culture, PHH-derived organoids were extracted from Matrigel and seeded on HYDROX-coated plates (HYDROX-plates) as described in Fig. 1A. During the HYDROX-culture, PHH-derived organoids aggregated and reconstructed 3D spherical structures (Fig. S2). We examined the cellular structure of PHH-derived organoids and Org-HYDROX by transmission electron microscopy and found that various intracellular organelles including rough endoplasmic reticula, peroxisomes, and tight junctions were observed in Org-HYDROX (Figs. 1C, S3B,C), while none were observed in PHH-derived organoids (Figs. 1B, S3A). These results indicated that Org-HYDROX had different properties from PHH-derived organoids.
We then clarified that the proliferative ability of Org-HYDROX was low, while PHH-derived organoids had high proliferative potential (Fig. 1C). To further characterize the proliferative ability of Org-HYDROX, we examined the gene expression level of a Wnt-target gene (leucine-rich repeat-containing G-protein-coupled receptor 5 (LGR5)) generally used as a marker for adult stem cells. The results showed that the gene expression level of LGR5 in Org-HYDROX was significantly lower than that in PHH-derived organoids (Fig. S4). In addition, Org-HYDROX showed a lower expression level of Ki67, a cell proliferation marker, compared to PHH-derived organoids (Fig. S4). Collectively, these results suggested that PHH-derived organoids could be successfully cultured using HYDROX but lost their proliferative potential.
Hepatic functions of Org-HYDROX
As described above, PHH-derived organoids lost their proliferative potential by HYDROX-culture. Therefore, we hypothesized that the PHH-derived organoids matured toward hepatocytes by HYDROX-culture. The gene expression levels of hepatocyte markers (hepatocyte nuclear factor 4 alpha (HNF4a), CYP3A4, CYP2C9, CYP2C19, CYP2E1, CYP2B6) in the Org-HYDROX cultured for 7 days on HYDROX-plates were upregulated compared to those in PHH-derived organoids (Fig. 2A). However, the gene expression levels of cytokeratin8 (CK8) and ALB were not significantly increased by HYDROX-culture (Fig. 2A). Similar results were obtained when culturing PHH-derived organoids generated from different PHH line, DOO, using HYDROX (Fig. S5). Moreover, the CYP3A4 activity in Org-HYDROX increased significantly compared to that in PHH-derived organoids, comparable to those of PHHs cultured for 48 h (Fig. 2B). To confirm the qRT-PCR results above, we conducted a western blotting analysis of PHH-derived organoids or Org-HYDROX using CYP3A4, CYP2C19 and CYP2C9 antibody for hepatocyte markers. The results showed that the protein expression levels of CYP3A4, CYP2C19 and CYP2C9 were higher in Org-HYDROX than in PHH-derived organoids (Fig. S6). These results suggested that the hepatic functions of PHH-derived organoids tended to recover by HYDROX-culture, particularly with regard to drug metabolizing enzyme capacity.
Comprehensive gene expression level analysis of Org-HYDROX
Having determined that the hepatic function of PHH-derived organoids was increased by HYDROX-culture, we next performed a comprehensive gene expression analysis of PHH-derived organoids and Org-HYDROX. The 9000 most differentially expressed genes (DEGs) in Org-HYDROX versus PHH-derived organoids were analyzed. The results showed that 8473 genes were upregulated in Org-HYDROX against PHH-derived organoids (Fig. 3A). The top 20 DEGs upregulated in Org-HYDROX included drug metabolism-related genes such as CYP1A1, CYP3A4 and CYP1B1, suggesting that the hepatic functions of PHH-derived organoids were improved, especially with respect to drug metabolism (Fig. 3B), which is consistent with the results in Fig. 2. To analyze the gene expression in more detail, we performed k-means clustering, and 8000 genes were divided into 4 clusters (Fig. 3C). Clusters A, B and C showed highly expressed genes in Org-HYDROX compared to PHH-derived organoids, while cluster D showed the opposite pattern. Subsequently, each cluster was analyzed with regard to its biological function by KEGG enrichment analysis. As a result, processes related to hepatic functions, such as metabolism of xenobiotics by cytochrome P450, retinol metabolism, drug metabolism, steroid hormone biosynthesis and bile secretion, were found to be significantly enriched in clusters B and C (Fig. 3D). On the other hand, enrichment for processes related to the cell cycle was observed in cluster D, suggesting that PHH-derived organoids lost their proliferative potential as a result of the HYDROX-culture (Fig. S7). These results definitively confirmed that PHH-derived organoids lost their proliferative potential and improved their hepatic functions, especially those related to drug metabolism.
Application of Org-HYDROX to drug-induced hepatotoxicity tests
In the early stages of drug discovery, it is necessary to accurately estimate the safety of candidate compounds by means of a drug-induced hepatotoxicity test. Since Org-HYDROX exhibited high hepatic functions, including drug-metabolizing enzyme capacities, they are expected to be applicable as a novel hepatocyte model for pharmaceutical research. Thus, we examined the applicability of Org-HYDROX to a drug-induced hepatotoxicity test. The cell viability of Org-HYDROX when treated with different concentrations of three hepatotoxic drugs (troglitazone, amiodarone and acetaminophen) was measured. The cell viability of Org-HYDROX was found to be similar to that of PHHs (Fig. 4). These results suggested that Org-HYDROX could possibly be applied to drug-induced hepatotoxicity tests.
Long-term culture of Org-HYDROX
In the drug development process, it is important to clarify the pharmacokinetics and toxicity of candidate compounds after long-term exposure from the viewpoint of safety assurance. In fact, attempts have been made to develop culture methods for long-term culture of PHHs22,23,24,25,26. Therefore, in this study, we investigated how the hepatic functions of Org-HYDROX fluctuate when cultured for a long period of time. We cultured PHH-derived organoids on HYDROX-plates up to 21 days, and then analyzed the gene expression levels of hepatocyte markers (CK8, HNF4a, ALB, CYP3A4, CYP2C9, CYP2C19, CYP2E1, CYP2B6) and the drug-metabolizing activities of CYP3A4, CYP2C19 and CYP1A2 at days 7, 14 and 21 of HYDROX culture (Fig. S8A, 5A). The gene expression levels and metabolic activities of each hepatocyte marker in Org-HYDROX increased along with the culture period, meaning that HYDROX could be used to culture highly functional PHH-derived organoids—i.e., with functionality partially comparable to PHHs—for at least 21 days. Furthermore, we performed immunocytochemistry and showed that Org-HYDROX expressed hepatocyte marker proteins including CYP3A4, CK18 and alpha-1 antitrypsin (AAT) at day 21 (Fig. 5B). In the case of ALB, however, gene expression did not reach that of PHHs, and protein expression was barely detected by immunocytochemistry (Fig. S8A,B). Furthermore, hepatic functions other than those related to drug metabolizing enzyme capacity were evaluated. We examined the gene expression levels of other hepatic markers such as xeno receptors (pregnane X receptor (PXR), constitutive androstane receptor (CAR), farnesoid X receptor (FXR)), hepatic transporters (Sodium + / taurocholate co-transporting polypeptide (NTCP), breast cancer resistance protein (BCRP), multidrug resistance protein 2 (MRP2), multidrug resistance protein 1 (MDR1)) and lipid metabolism (sterol regulatory element-binding protein 1 (SREBP1), Peroxisome proliferator-activated receptor alpha (PPARA), apolipoprotein B (APOB), low-density lipoprotein receptor (LDLR)) in PHH-derived organoids and Org-HYDROX (Figs. S9, S10, S11), and confirmed that these hepatic markers were significantly upregulated by HYDROX-culture. In addition, we compared the capacity of urea production in PHH-derived organoids and Org-HYDROX (Figure S12) and confirmed the increased urea production capacity in Org-HYDROX. These results altogether further demonstrated the efficient differentiation of PHH-derived organoids toward functional hepatocytes. Finally, in contrast to the maturation toward hepatocytes, we also confirmed the reduction in the cholangiocyte marker gene expressions (EpCAM, CK7) in Org-HYDROX (Fig. S13).
Given the finding that Org-HYDROX could maintain its high hepatic functions for a long period, except with respect to ALB expression, we next tested its ability to predict chronic drug-induced hepatotoxicity. PHH-derived organoids that have been cultured on HYDROX-plate for 7 days were treated with fialuridine, a drug known to exhibit chronic drug-induced hepatotoxicity27,28, and then the cell viability was measured. After 28 days of the fialuridine exposure, significant cell death was observed in Org-HYDROX in a fialuridine concentration-dependent manner. Importantly, the cell viability was higher at 7 and 14 days than at 28 days of fialuridine exposure (Fig. 5C), suggesting that longer exposure of the cells to fialuridine was required to reveal the cell toxicity. We also confirmed by qRT-PCR that PHH-derived organoids cultured for 35 days on HYDROX-plates still maintained their high liver function, as evidenced by their gene expression levels of drug metabolizing enzyme-related markers (Fig. S14). Based on these results, Org-HYDROX could be used to predict chronic drug-induced hepatotoxicity. Interestingly, there was a significant increase in the gene expression of ALB in Org-HYDROX cultured on HYDROX-plates for 35 days (Figure S14), which phenomenon was not observed when those cells were cultured on HYDROX-plates for 7, 14, or 21 days (Figs. 2A, 5A). Therefore, it is possible that restoration of the ALB gene expression would require a longer culture period compared with other hepatic markers. Finally, we examined the potential use of long-term cultured Org-HYDROX which was cultured on HYDROX-plates for 28 days for the drug-induced hepatotoxicity test (Fig. S15). The result indicated that long-term cultured Org-HYDROX was also able to be applied to drug-induced hepatotoxicity test.
Discussion
In this study, we proposed a novel 3D culture and hepatic differentiation system for human liver organoids established from commercially available PHHs (PHH-derived organoids). The system uses HYDROX, 3D nanofibers based on an amphiphilic PSar-PLLA polymer. PHH-derived organoids seeded on HYDROX-plates formed cell aggregates and lost their proliferative potential (Fig. 1). On the other hand, they exhibited improved expression and metabolic activity levels of hepatocyte markers regarded to drug-metabolizing enzyme capacity (Figs. 2, 3, 5). We showed that Org-HYDROX could be applied to drug-induced hepatotoxicity tests with the same degree of accuracy as PHHs (Fig. 4). Furthermore, we demonstrated that Org-HYDROX could maintain its high hepatic functions for up to 35 days and could successfully predict chronic drug-induced hepatotoxicity caused by fialuridine (Fig. 5C). Consequently, we believe that HYDROX is a novel biomaterial that could be used to efficiently differentiate PHH-derived organoids towards hepatocyte-like cells.
Matrigel is the most commonly used matrix for organoid culture. However, it includes a heterogenous mixture extracted from Engelbreth-Holm-Swarm murine sarcomas, which has safety concerns such as immunogenic responses in clinical applications29. Matrigel also has high batch-to-batch variability (up to 50%)10,12, which may influence the reproducibility of in vitro experiments using organoids30. Synthetic matrices, on the other hand, are chemically-defined and their water content, rigidity, stiffness and other properties can be controlled as as required31, resulting in fewer immunogenic responses and high reproducibility in comparison to animal-derived Matrigel. Therefore, we believe that HYDROX, a synthetic and xeno-free biomaterial suitable for organoid culture and differentiation, would be beneficial for applying PHH-derived organoids to hepatotoxicity tests and other clinical research.
Org-HYDROX achieved hepatic function level similar to those in PHHs. However, the gene expression level of ALB, one of the most important hepatocyte functions, in organoids after 7, 14 or 21 days of HYDROX-culture was not at all comparable to that of PHHs (Figs. 2A, S8). Although higher gene expression of ALB was observed in Org-HYDROX cultured for 35 days (Fig. S14), it is likely that HYDROX is more beneficial for improving drug metabolizing enzyme capacity and less helpful for promoting ALB secretion capacity. In the future, we would like to work on imparting ALB secretion ability to Org-HYDROX efficiently.
The culture medium we used for culturing Org-HYDROX was reported as an organoid expansion medium, not a maturation or differentiation medium4. It has previously been reported that human liver organoids can be differentiated toward hepatocytes with ALB secretion capacity when cultured in differentiation medium containing Notch inhibitor N-[(3,5-difluorophenyl)acetyl]-l-alanyl-2-phenyl]glycine-1,1-dimethylethyl ester (DAPT)5, fibroblast growth factor 19 (FGF19)32, dexamethasone33 and bone morphogenetic protein 7 (BMP-7)34. In addition, removal of the growth stimuli R-spondin and forskolin has been reported to upregulate the gene expression of ALB in human liver organoids4. We believe that applying differentiation medium containing such components instead of the expansion medium may result in further improvement to the liver functions of Org-HYDROX, especially ALB secretion capacity.
Fialuridine was developed as a treatment for chronic hepatitis B virus infection. However, although fialuridine passed various pre-clinical safety assessments, the clinical trial failed due to the identification of human-specific chronic hepatotoxicity27,28. The hepatotoxicity was not predicted at the preclinical stage because conventional preclinical in vitro models such as PHHs were designed primarily to assess the risk of acute drug toxicity, as their hepatocyte functions decrease immediately with culture35,36. Therefore, the development of various in vitro models that are able to maintain the high hepatic functions over the long term and that could predict chronic drug-induced hepatotoxicity in pre-clinical trials has been rigorously pursued37,38,39. Sandwich culture of PHHs was effective in delaying the deterioration of hepatic functions, but did not prevent the decrease39. Spheroid culture of PHHs performed by using bioreactors or a hanging-drop system recapitulated the characteristics of liver, but was difficult to handle37,38. Our 3D culture system using HYDROX has fairly high usability, since only a simple process of adding the cell suspension to the dried gel-coated plate is needed to obtain cell aggregates. Org-HYDROX can be separated from the HYDROX with only centrifugation, allowing the subsequent assays to be performed easily and conveniently21. Therefore, due to its high usability and high hepatic functions that could be maintained up to 35 days, Org-HYDROX could be a promising in vitro model in the field of pharmaceutical research. However, the time dependent toxicity at high concentration of Fialuridine in our study appears shallow compared to previously published data22,40. Since the toxicity of fialuridine is reported to attribute to mitochondrial dysfunction40, the actual applicability of HYDROX for long-term toxicity studies must be comprehensively determined based on the results of other assessment such as LDH leakage and mitochondrial function.
To further improve the versability of Org-HYDROX, the inclusion of proliferative capacity is highly desired. Optimization of the culture medium of Org-HYDROX is a possible way to achieve this. Shang et al. conducted a high throughput screening and identified small molecules which induced functional proliferation of mature PHHs41. Zhang et al. developed a defined medium to promote the proliferation of PHHs for more than one month with 10,000-fold expansion, which expressed markers of both mature hepatocytes and liver progenitors42. Moreover, improvement of oxygen supply could be expected to enhance the proliferative capacity of human liver organoids. Schneeberger et al. proposed a spinner flask method which could efficiently expand human liver organoids derived from LGR5-positive adult stem cells, due to improved oxygenation in the spinner flasks6. Collectively, these findings may be beneficial for improving the proliferative potential of Org-HYDROX in the future. Hepatocyte gene expression is reported to vary across the liver lobule, with distinct expression profiles for periportal (zone 1), midzonal (zone 2), and pericentral (zone 3) hepatocytes43. Hepatocyte markers regarded to drug-metabolizing enzyme capacity, which we found to be most differentially expressed in Org-HYDROX, belong to zone 3 which exist in a low oxygen environment. In contrast, zone 2 characterized by liver functions including beta oxidation, gluconeogenesis, urea and protein synthesis, and lipid metabolism is existed in an oxygen rich environment44. Thus, improvement of oxygen supply could also be beneficial for further improvement in liver functions of Org-HYDROX.
In conclusion, we showed that Org-HYDROX could be a useful hepatocyte model in pharmaceutical research due to its high hepatic function. This technology might also be useful for regenerative medicine in the near future.
Methods
PHH-derived organoids culture
Two lots of PHHs (lots HC4-24; purchased from XENOTECH, DOO; purchased from Celsis) were used to generate organoids (Table S1). PHHs were washed with cold Advanced DMEM/F12 (Thermo Fisher Scientific) and spun at 400 g for 5 min. The cell pellet was mixed with Matrigel (growth factor reduced, Corning) and 1 × 104 cells were seeded per well in a 24-well plate. After the Matrigel had solidified, 500 μl of organoid expansion medium was added to each well. The organoid expansion medium was prepared as described in a previous report4 where it was used to produce cholangiocyte organoids. Briefly, advanced DMEM/F12 was supplemented with 1% antibiotic antimycotic solution and 1% GlutaMAX (GIBCO), 10 mM HEPES (Nacalai Tesque), 2% B27 supplement (GIBCO), 1.25 mM N-Acetylcysteine (Sigma), 10 mM Nicotinamide (Sigma), 10 nM recombinant gastrin (Merk), 50 ng/ml EGF (R&D), 10% R-Spondin1 conditioned medium (homemade), 100 ng/ml recombinant human FGF10 (peprotech), 25 ng/ml recombinant human HGF (R&D), 5 μM A83-01 (Wako), and 10 μM Forskolin (Wako). During cultivation, the medium was refreshed every 3 days. For the establishment of PHH-derived organoids, the medium was supplemented with 25 ng/ml recombinant Noggin (R&D), 7.5 ng/mL recombinant Wnt3a (R&D) and 10 μM Y27632 (Wako) for the first 3–4 days. Passage was performed in a 1:3 split ratio once every 10–14 days. PHH-derived organoids passaged 5–12 times were used in all experiments.
Dried gel preparation
PSar-PLLA polymer was synthesized as described previously20, with 109 sarcosine units and 33 lactic acid units (lot; 013-049-039-1) or 120 sarcosine units and 31 lactic acid units (lot; 013-046-067-1) per molecule. The degree of polymerization was determined by proton nuclear magnetic resonance (1H-NMR), matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS), and gel permeation chromatography (GPC). Then, dried gels were prepared using a modified protocol described previously20. Briefly, PSar-PLLA polymers (10 mg) were dissolved in 1 mL of 95% ethanol (Wako) and then heated using a block incubator (Atto) at 70 °C for 5 min. Next, 0.3 mL of the 10 mg/mL polymer solution was poured into a 48-well culture plate (Corning). Dried gels were obtained by drying at room temperature overnight to remove ethanol solvents. These steps were performed in a sterile environment. These coated plates were stored at room temperature before use.
Three-dimensional culture of PHH-derived organoids in HYDROX
We named and trademarked the 3D nanofibers HYDROX™ (Shimadzu). These nanofibers were formed by the addition of liquid solutions to dried gels composed of PSar-PLLA polymer. In this study, HYDROX derived from 10 mg/mL dried gels is referred to as 10 mg/mL HYDROX. PHH-derived organoids were seeded on a 10 mg/mL HYDROX-coated 48-well plate in the culture media described above.
Phase contrast images
HYDROX-cultured organoids (Org-HYDROX) were observed with an inverted phase-contrast microscope (CKX41; Olympus). Images were captured with a computer-assisted digital camera (DP21; Olympus).
Transmission electron microscope (TEM) images
PHH-derived organoids or Org-HYDROX were fixed in phosphate-buffered 2% glutaraldehyde for TEM observation. Post-fixation, dehydration, embedding, ultrathin sectioning, staining, and observation were performed at the Core Instrumentation Facility, Research Institute for Microbial Diseases, Osaka University.
Cell proliferation assessment
The CellTiter-Glo® 3D Cell Viability Assay (Promega) was used to assess organoid growth and viability according to the manufacturer's instruction. Luminescence was detected using a TriStar2 LB942 (Berthold Technologies).
Real-time RT-PCR
Total RNA was isolated using ISOGENE (NIPPON GENE). Using 500 ng of the total RNA, cDNA was synthesized with a SuperScript VILO cDNA synthesis kit (Thermo Fisher Scientific). qRT-PCR was performed with Fast SYBR Green master mix (Thermo Fisher Scientific) using a StepOnePlus real-time PCR system (Applied Biosystems). The relative quantitation of target mRNA levels was performed by using the 2-ΔΔCT method. The values were normalized by those of the housekeeping gene, glyceraldehyde 3-phosphate dehydrogenase (GAPDH). PCR primer sequences (described in Table S2) were obtained from PrimerBank (https://pga.mgh.harvard.edu/primerbank/).
Luminescent assay for CYP3A4 activity
For the luminescent assay for CYP3A4 activity in the cells, P450-Glo™ CYP3A4 Assay Kits (Promega) were used. 3 μM Luciferin-IPA was used for CYP3A4 substrates, and the incubation time was 1 h. The fluorescence activity was measured with a luminometer (Lumat LB 9507, Berthold) according to the manufacturer’s instructions. The CYP3A4 activity was normalized with the protein content per well.
RNA-sequencing and FASTQ file processing
Library preparation was performed using a TruSeq stranded mRNA sample prep kit (Illumina, San Diego, CA) according to the manufacturer’s instructions. An MGIEasy Universal Library Conversion Kit (App-A) was used to convert the libraries for use with DNBSEQ. Sequencing was performed on a DNBSEQ-G400RS platform (MGI, Shenzhen, China) in 2 × 100 bp paired-end mode. Data were analyzed using iDEP (integrated Differential Expression and Pathway analysis) (http://bioinformatics.sdstate.edu/idep96/). The Gene Expression Omnibus (GEO) accession number for the microarray analysis is GEO: GSE239375.
Drug-induced hepatotoxicity test
PHH-derived organoids were seeded on a 10 mg/mL HYDROX-coated 96-well plate. After 14 days of the HYDROX culture, Org-HYDROX were cultured with organoid expansion medium containing different concentrations of acetaminophen (Wako), troglitazone (Wako) and amiodaron (FUJIFILM Wako Pure Chemical) for 7 days. As a control group, PHHs (lot OHO; Celsis) cultured with hepatocyte culture medium (HCM; Lonza) for 48 h after plating on a 96-well plate were exposed to different concentrations of acetaminophen (Wako), troglitazone (Wako) and amiodaron (FUJIFILM Wako Pure Chemical) for 7 days. Cell viability was evaluated using a Cell Counting Kit-8 (Dojindo Laboratories) based on a WST-8 assay according to the manufacturer's instructions. The absorbance at 450 nm was determined by a multiplate reader (Bio-Rad). Cell viability was calculated as a percentage of the control (DMSO-treated group) viability, which was taken as 100%.
UPLC-MS/MS analysis for the measurement of cytochrome P450 (CYP) activities
Ultra-performance liquid chromatography tandem mass spectrometry (UPLC-MS/MS) analysis was performed to examine the CYP3A4, CYP2C19 and CYP1A2 activities in the cells. PHH-derived organoids, Org-HYDROX and PHHs were cultured with medium containing each substrate shown in Table S3. After the treatment with substrates, the supernatant was collected at 24 h, and then immediately mixed with 2 volumes of acetonitrile (Wako). Samples were filtered with AcroPrep Advance 96-well filter plates (Pall Corporation), and then the supernatant was analyzed by UPLC-MS/MS to measure the concentration of metabolites according to each standard curve. UPLC analysis was performed using an Acquity UPLC (Waters) and MS/MS was performed on a Xevo TQ-S (Waters, Milford MA). LC separations were carried out at 40 °C with an Acquity UPLC BEH C18 column (1.7 μm, 2.1 × 50 mm; Waters). The mobile phase was delivered at a flow rate of 1.0 mL/min using a gradient elution profile consisting of solvent A (0.1% formic acid/distilled water) and solvent B (0.1% formic acid/acetonitrile). Five μL of sample solution was injected into the column. The gradient conditions were as follows: 0 min–2% B, 1.0 min–95% B, 1.25 min–95% B, 1.26 min–2% B, and 1.75 min–2% B. The concentrations of each metabolite were calculated according to each standard followed by normalization to the protein content per well.
Immunocytochemistry
To perform the immunocytochemistry, Org-HYDROX washed with PBS were embedded in iPGell (GenoStaff) according to the manufacturer’s instructions, and then fixed with 4% paraformaldehyde for 15 min. After blocking the cells with PBS containing 2% bovine serum albumin (Nacalai Tesque) and 2% Triton X-100 (Merck) for 30 min at room temperature, the cells were incubated with the blocking buffer containing a primary antibody (described in Table S4) for 3 h at room temperature, and finally with the blocking buffer containing a secondary antibody (described in Table S4) for 1 h at room temperature. Nuclei were counterstained with 4’,6-diamidino-2-phenylindole (Nacalai Tesque). Images were acquired with fluorescence microscope (Biozero BZ-X800; KEYENCE).
Statistical analysis
Statistical analyses were performed using the unpaired two-tailed Student’s t-test or one-way analysis of ANOVA, followed by Tukey’s post hoc tests. All data are represented as means ± SD. Statistical analyses were performed using GraphPad Prism. Details are described in the figure legends.
Data availability
The datasets generated and/or analyzed during the current study are available in the National Center for Biotechnology Information (NCBI) repository. The Gene Expression Omnibus (GEO) accession number for the microarray analysis is GEO: GSE239375 (scheduled to be released on Jan 31, 2025).
References
Lancaster, M. A. & Knoblich, J. A. Organogenesisin a dish: Modeling development and disease using organoid technologies. Science https://doi.org/10.1126/science.1247125 (2014).
Marsee, A. et al. Building consensus on definition and nomenclature of hepatic, pancreatic, and biliary organoids. Cell Stem Cell 28, 816–832 (2021).
Georgakopoulos, N. et al. Long-term expansion, genomic stability and in vivo safety of adult human pancreas organoids. BMC Dev. Biol. 20, 4 (2020).
Huch, M. et al. Long-term culture of genome-stable bipotent stem cells from adult human liver. Cell 160, 299–312 (2015).
Huch, M. et al. In vitro expansion of single Lgr5+ liver stem cells induced by Wnt-driven regeneration. Nature 494, 247–250 (2013).
Schneeberger, K. et al. Large-scale production of LGR5-positive bipotential human liver stem cells. Hepatology 72, 257–270 (2020).
Verstegen, M. M. A. et al. Human extrahepatic and intrahepatic cholangiocyte organoids show region-specific differentiation potential and model cystic fibrosis-related bile duct disease. Sci. Rep. 10, 21900 (2020).
Hu, H. et al. Long-term expansion of functional mouse and human hepatocytes as 3D organoids. Cell 175, 1591-1606.e19 (2018).
Broutier, L. et al. Culture and establishment of self-renewing human and mouse adult liver and pancreas 3D organoids and their genetic manipulation. Nat. Protoc. 11, 1724–1743 (2016).
Hughes, C. S., Postovit, L. M. & Lajoie, G. A. Matrigel: A complex protein mixture required for optimal growth of cell culture. Proteomics 10, 1886–1890 (2010).
Hughes, C. S., Radan, L., Betts, D., Postovit, L. M. & Lajoie, G. A. Proteomic analysis of extracellular matrices used in stem cell culture. Proteomics 11, 3983–3991 (2011).
Tsuchiya, H. et al. Extracellular matrix and growth factors improve the efficacy of intramuscular islet transplantation. PLoS ONE 10, 0140910 (2015).
Gjorevski, N. & Lutolf, M. P. Synthesis and characterization of well-defined hydrogel matrices and their application to intestinal stem cell and organoid culture. Nat. Protoc. 12, 2263–2274 (2017).
Broguiere, N. et al. Growth of epithelial organoids in a defined hydrogel. Adv. Mater. 30, 1801621 (2018).
Gjorevski, N. et al. Designer matrices for intestinal stem cell and organoid culture. Nature 539, 560–564 (2016).
Willemse, J. et al. Hydrogels derived from decellularized liver tissue support the growth and differentiation of cholangiocyte organoids. Biomaterials 284, 121473 (2022).
Ye, S. et al. A chemically defined hydrogel for human liver organoid culture. Adv. Funct. Mater. 30, 2000893 (2020).
Krüger, M. et al. Cellulose nanofibril hydrogel promotes hepatic differentiation of human liver organoids. Adv. Healthc. Mater. 9, e1901658 (2020).
Hara, E. et al. Radionuclide therapy using nanoparticle of 131 I-Lactosome in combination with percutaneous ethanol injection therapy. J. Nanopart. Res. 15, 2131 (2013).
Matsui, H. et al. Novel class of nanofiber hydrogels based on the biodegradable amphiphilic copolymers poly(sarcosine) and poly(l-lactic acid) and prepared using alcohols. Mater. Today Commun. 11, 156–162 (2017).
Enomoto, J. et al. Development of a 3D cell culture system using amphiphilic polydepsipeptides and its application to hepatic differentiation. ACS Appl. Bio Mater. 4, 7290–7299 (2021).
Bell, C. C. et al. Characterization of primary human hepatocyte spheroids as a model system for drug-induced liver injury, liver function and disease. Sci. Rep. 6, 1–13 (2016).
Vorrink, S. U. et al. Endogenous and xenobiotic metabolic stability of primary human hepatocytes in long-term 3D spheroid cultures revealed by a combination of targeted and untargeted metabolomics. FASEB J. 31, 2696–2708 (2017).
Bi, Y. A., Kazolias, D. & Duignan, D. B. Use of cryopreserved human hepatocytes in sandwich culture to measure hepatobiliary transport. Drug Metab. Dispos. 34, 1658–1665 (2006).
Levy, G. et al. Long-term culture and expansion of primary human hepatocytes. Nat. Biotechnol. 33, 1264–1271 (2015).
Xiang, C. et al. Long-term functional maintenance of primary human hepatocytes in vitro. Science 364, 399–402 (2019).
McKenzie, R. et al. Hepatic failure and lactic acidosis due to fialuridine (FIAU), an investigational nucleoside analogue for chronic hepatitis B. N. Engl. J. Med. 333, 1099–1105 (1995).
Manning, F. J. & Swartz, M. Review of the Fialuridine (FIAU) Clinical Trials (National Academies Press, 1995). https://doi.org/10.17226/4887.
Kleinman, H. K. & Martin, G. R. Matrigel: Basement membrane matrix with biological activity. Semin. Cancer Biol. 15, 378–386 (2005).
Benton, G., Arnaoutova, I., George, J., Kleinman, H. K. & Koblinski, J. Matrigel: From discovery and ECM mimicry to assays and models for cancer research. Adv. Drug Deliv. Rev. 79–80, 3–18 (2014).
Seliktar, D. et al. Designing cell-compatible hydrogels for biomedical applications. Science 336, 1124 (2012).
Wu, A.-L., Coulter, S., Liddle, C., Wong, A. & Eastham-Anderson, J. FGF19 regulates cell proliferation, glucose and bile acid metabolism via FGFR4-dependent and independent pathways. PLoS ONE 6, e17868 (2011).
Rashid, S. T. et al. Modeling inherited metabolic disorders of the liver using human induced pluripotent stem cells. J. Clin. Invest. 120, 3127–3136 (2010).
Sugimoto, H. et al. BMP-7 functions as a novel hormone to facilitate liver regeneration. FASEB J. 21, 256–264 (2007).
Gómez-Lechón, M. J., Tolosa, L., Conde, I. & Donato, M. T. Competency of different cell models to predict human hepatotoxic drugs. Expert Opin. Drug Metab. Toxicol. 10, 1553–1568 (2014).
Rowe, C. et al. Proteome-wide analyses of human hepatocytes during differentiation and dedifferentiation. Hepatology 58, 799–809 (2013).
Tostões, R. M. et al. Human liver cell spheroids in extended perfusion bioreactor culture for repeated-dose drug testing. Hepatology 55, 1227–1236 (2012).
Messner, S., Agarkova, I., Moritz, W. & Kelm, J. M. Multi-cell type human liver microtissues for hepatotoxicity testing. Arch. Toxicol. 87, 209–213 (2013).
Khetani, S. R. et al. Microengineered liver tissues for drug testing. J. Lab. Autom. 20, 216–250 (2015).
Ng, S. S. et al. Long-term culture of human liver tissue with advanced hepatic functions. JCI Insight 2, e90853 (2017).
Shan, J. et al. Identification of small molecules for human hepatocyte expansion and iPS differentiation. Nat. Chem. Biol. 9, 514–520 (2013).
Zhang, K. et al. In vitro expansion of primary human hepatocytes with efficient liver repopulation capacity. Cell Stem Cell 23, 806-819.e4 (2018).
Jasmin Paris, N. C. H. Liver zonation, revisited. Hepatology 76, 1219–1230 (2022).
Jungermann, K. & Keitzmann, T. Zonation of parenchymal and nonparenchymal metabolism in liver. Ann. Rev. Nutr. 16(1), 179–203. https://doi.org/10.1146/annurev.nu.16.070196.001143 (1996).
Acknowledgements
This research was supported by the Japan Society for Promotion of Science (JSPS) KAKENHI (grant number 21K18247), Japan Agency for Medical Research and Development (AMED) (grant number 23fk0210088h0003), Research Support Project for Life Science and Drug Discovery (Basis for Supporting Innovative Drug Discovery and Life Science Research (BINDS)) from AMED (grant number JP23ama121052), the Suzuken Memorial Foundation, and the grant from Shimadzu Corporation. Jumpei Yokota is supported by a Grant-in-Aid for JSPS Fellows.
Author information
Authors and Affiliations
Contributions
Y.T., Y.U. and H.M. (H.Mizuguchi) designed the experiments. Y.T. performed the experiments. Y.T. and J.Y. analyzed the data. H.M. (H.Matsui) and M.K. prepared hydrogels. Y.T. and H.M. (H.Mizuguchi) wrote the manuscript. All authors reviewed the manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare the following competing financial interests: This study was supported by research funds to H. Mizuguchi from Shimadzu Corporation. Rest of the authors declare no competing interest.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Tong, Y., Ueyama-Toba, Y., Yokota, J. et al. Efficient hepatocyte differentiation of primary human hepatocyte-derived organoids using three dimensional nanofibers (HYDROX) and their possible application in hepatotoxicity research. Sci Rep 14, 10846 (2024). https://doi.org/10.1038/s41598-024-61544-y
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-024-61544-y
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.