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Advanced In Vitro Systems for Studies of Drug Disposition in the Human Liver
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Pharmacy, Department of Pharmacy. Uppsala University. (Drug Delivery)ORCID iD: 0000-0002-4044-2669
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Description
Abstract [en]

In drug development, in vitro models are used to assess specific aspects of in vivo Absorption, Distribution, Metabolism, Excretion and Toxicity (ADMET) properties of the drugs. Relevant in vitro assays play a crucial role in bringing safe and efficacious compounds to the market, and contribute to the Replacement, Refinement and Reduction (3Rs) of animal experiments.

Much effort is now being directed to the development of different physiologically relevant advanced in vitro models. One of such models is three-dimensional spheroids of primary human hepatocytes (3D PHH). These 3D PHH closely resemble the in vivo liver at the transcriptome, proteome and metabolome levels. However, 3D PHH are cultured under different conditions and the reproducibility of these culture varies greatly across laboratories. This thesis contributes to harmonization of 3D PHH culture approaches. 

First, the effect of the cell culture medium on 3D PHH was evaluated. We compared various commercially available media with undisclosed or known content, and also assessed the influence of commonly used medium components such as glucose, insulin, zinc and foetal bovine serum. The choice of cell culture medium had a pronounced effect on the hepatic phenotypes. Importantly, we demonstrate that 3D PHH could be successfully cultured in the animal-serum free physiologically relevant medium with fasting levels of insulin and glucose. 

Further, we appraised the effect of ultra-low attachment culture plates on the performance of 3D PHH, and demonstrated that Corning and Biofloat plates facilitate the formation of spheroids with most physiologically relevant phenotypes. 

Throughout all projects included in this doctoral thesis, mass-spectrometry based global proteomics served as indispensable tool for phenotypic description of 3D PHH. However, the choice of workflow for this analysis has a significant impact on biological interpretation. Here, twelve different proteomics workflows for phenotypic description of 3D PHH were compared, and these results will aid researcher in our field in making an informed decision on the approach to the phenotypical screening of liver spheroid cultures.

In conclusion, this thesis provides an improved understanding and optimization of 3D primary human hepatocyte spheroid cultures, and deep integration of this in vitro model into drug development pipelines.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2025. , p. 82
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Pharmacy, ISSN 1651-6192 ; 369
Keywords [en]
Liver, In vitro models, Hepatocytes, PHH, Serum-free, Cell culture medium, Proteomics
National Category
Pharmaceutical Sciences
Research subject
Pharmaceutical Science
Identifiers
URN: urn:nbn:se:uu:diva-548596ISBN: 978-91-513-2374-9 (print)OAI: oai:DiVA.org:uu-548596DiVA, id: diva2:1932273
Public defence
2025-03-27, room A1:111a, BMC, Husargatan 3, Uppsala, 09:15 (English)
Opponent
Supervisors
Available from: 2025-03-06 Created: 2025-01-28 Last updated: 2025-03-06
List of papers
1. Conditions for maintenance of hepatocyte differentiation and function in 3D cultures
Open this publication in new window or tab >>Conditions for maintenance of hepatocyte differentiation and function in 3D cultures
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2021 (English)In: iScience, E-ISSN 2589-0042, Vol. 24, no 11, article id 103235Article in journal (Refereed) Published
Abstract [en]

Spheroid cultures of primary human hepatocytes (PHH) are used in studies of hepatic drug metabolism and toxicity. The cultures are maintained under different cone-lions, with possible confounding results. We performed an in-depth analysis of the influence of various culture conditions to find the optimal conditions for the maintenance of an in vivo like phenotype. The formation, protein expression, and function of PHH spheroids were followed for three weeks in a high-throughput 384-well format. Medium composition affected spheroid histology, global proteome profile, drug metabolism and drug-induced toxicity. No epithelial-mesenchymel transition was observed. Media with fasting glucose and insulin levels gave spheroids with phenotypes closest to normal PHH. The most expensive medium resulted in PHH features most divergent from that of native PHH. Our results provide a protocol for culture of healthy PHH with maintained function a prerequisite for studies of hepatocyte homeostasis and more reproducible hepatocyte research.

Place, publisher, year, edition, pages
Cell Press, 2021
National Category
Cell and Molecular Biology
Identifiers
urn:nbn:se:uu:diva-463531 (URN)10.1016/j.isci.2021.103235 (DOI)000730173500005 ()34746700 (PubMedID)
Funder
Swedish Research Council, 2822Swedish Research Council, 01951Swedish Cancer SocietyTore Nilsons Stiftelse för medicinsk forskning, 00754
Available from: 2022-01-17 Created: 2022-01-17 Last updated: 2025-01-28Bibliographically approved
2. OCT1 (SLC22A1) transporter kinetics and regulation in primary human hepatocyte 3D spheroids
Open this publication in new window or tab >>OCT1 (SLC22A1) transporter kinetics and regulation in primary human hepatocyte 3D spheroids
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2024 (English)In: Scientific Reports, E-ISSN 2045-2322, Vol. 14, no 1, article id 17334Article in journal (Refereed) Published
Abstract [en]

3D spheroids of primary human hepatocytes (3D PHH) retain a differentiated phenotype with largely conserved metabolic function and proteomic fingerprint over weeks in culture. As a result, 3D PHH are gaining importance as a model for mechanistic liver homeostasis studies and in vitro to in vivo extrapolation (IVIVE) in drug discovery. However, the kinetics and regulation of drug transporters have not yet been assessed in 3D PHH. Here, we used organic cation transporter 1 (OCT1/SLC22A1) as a model to study both transport kinetics and the long-term regulation of transporter activity via relevant signalling pathways. The kinetics of the OCT1 transporter was studied using the fluorescent model substrate 4-(4-(dimethylamino)styryl)-N-methylpyridinium (ASP+) and known OCT1 inhibitors in individual 3D PHH. For long-term studies, 3D PHH were treated with xenobiotics for seven days, after which protein expression and OCT1 function were assessed. Global proteomic analysis was used to track hepatic phenotypes as well as prototypical changes in other regulated proteins, such as P-glycoprotein and Cytochrome P450 3A4. ASP+ kinetics indicated a fully functional OCT1 transporter with a Km value of 14 ± 4.0µM as the mean from three donors. Co-incubation with known OCT1 inhibitors decreased the uptake of ASP+ in the 3D PHH spheroids by 35–52%. The long-term exposure studies showed that OCT1 is relatively stable upon activation of nuclear receptor signalling or exposure to compounds that could induce inflammation, steatosis or liver injury. Our results demonstrate that 3D PHH spheroids express physiologically relevant levels of fully active OCT1 and that its transporter kinetics can be accurately studied in the 3D PHH configuration. We also confirm that OCT1 remains stable and functional during the activation of key metabolic pathways that alter the expression and function of other drug transporters and drug-metabolizing enzymes. These results will expand the range of studies that can be performed using 3D PHH.

Place, publisher, year, edition, pages
Springer Nature, 2024
Keywords
Hepatocyte, Liver, Uptake, ASP+, OCT1, Drug transport, Drug-Drug interaction, Spheroid, 3D culture, Proteomics
National Category
Medical Biotechnology (with a focus on Cell Biology (including Stem Cell Biology), Molecular Biology, Microbiology, Biochemistry or Biopharmacy)
Identifiers
urn:nbn:se:uu:diva-535505 (URN)10.1038/s41598-024-67192-6 (DOI)001281273100063 ()39068198 (PubMedID)2-s2.0-85199759857 (Scopus ID)
Funder
Uppsala UniversitySwedish Research Council, 2020-01586Swedish Research Council, 2017-01951
Note

These authors contributed equally: Evgeniya Mickols, Alina Meyer and Niklas Handin.

Available from: 2024-08-01 Created: 2024-08-01 Last updated: 2025-02-13Bibliographically approved
3. The choice of ultra-low attachment plates impacts primary human and primary canine hepatocyte spheroid formation, phenotypes, and function
Open this publication in new window or tab >>The choice of ultra-low attachment plates impacts primary human and primary canine hepatocyte spheroid formation, phenotypes, and function
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2024 (English)In: Biotechnology Journal, ISSN 1860-6768, E-ISSN 1860-7314, Vol. 19, no 2, article id e2300587Article in journal (Refereed) Published
Abstract [en]

Organotypic three-dimensional liver spheroid cultures in which hepatic cells retain their molecular phenotype and functionality have emerged as powerful tools for preclinical drug development. In recent years a multitude of culture systems have been developed; however, a thorough side-by-side benchmarking of the different methods is lacking. Here, we compared the performance of ten different 96- and 384-well microplate types to support spheroid formation and long-term culture. Specifically, we evaluated differences in spheroid formation kinetics, viability, functionality, expression patterns, and their utility for hepatotoxicity assessments using primary human hepatocytes (PHH) and primary canine hepatocytes (PCH). All 96-well plates enabled formation of PHH liver spheroids, albeit with differences between plates in spheroid size, geometry, and reproducibility. Performance of different 384-wells was less consistent. Only 6/10 microplates supported the formation of PCH aggregates. Interestingly, even if PCH aggregates in these six microplates were more loosely packed than PHH spheroids, they maintained their function and were compatible with long-term pharmacological and toxicological assays. Overall, Corning and Biofloat plates showed the best performance in the formation of both human and canine liver spheroids with highest viability, most physiologically relevant phenotypes, superior CYP activity and lowest coefficient of variation in toxicity assays. The presented data constitutes a valuable resource that demonstrates the impacts of current ultra-low attachment plates on liver spheroid metrics and can guide evidence-based plate selection. Combined, these results have important implications for the cross-comparison of different studies and can facilitate the standardization and reproducibility of three-dimensional liver culture experiments. We assessed the performance of ten different 384- and 96-well ultra-low attachment (ULA) microplates in facilitating three-dimensional spheroid culture of primary human hepatocytes (PHH) and primary canine hepatocytes (PCH) by examining effects on formation kinetics, spheroid morphology, long-term stability, functionality, expression signatures, and utility for hepatotoxicity assessment. Significant variations in experimental endpoints were observed between plates. These results can guide the optimization of spheroid experiments and contribute to the standardization of testing in three-dimensional organotypic liver cultures. image

Place, publisher, year, edition, pages
John Wiley & Sons, 2024
Keywords
cell culture, liver spheroids, medical biotechnology, metabolism, 3D cell culture
National Category
Biomedical Laboratory Science/Technology
Identifiers
urn:nbn:se:uu:diva-525050 (URN)10.1002/biot.202300587 (DOI)001172777800001 ()38403411 (PubMedID)
Funder
Swedish Research Council, 2019-01837Swedish Research Council, 2021-02801Swedish Research Council, 2023-03015
Available from: 2024-03-20 Created: 2024-03-20 Last updated: 2025-01-28Bibliographically approved
4. Proteomic workflows for deep phenotypic profiling of 3D organotypic liver models
Open this publication in new window or tab >>Proteomic workflows for deep phenotypic profiling of 3D organotypic liver models
2024 (English)In: Biotechnology Journal, ISSN 1860-6768, E-ISSN 1860-7314, Vol. 19, no 3, article id e2300684Article in journal (Refereed) Published
Abstract [en]

Organotypic human tissue models constitute promising systems to facilitate drug discovery and development. They allow to maintain native cellular phenotypes and functions, which enables long-term pharmacokinetic and toxicity studies, as well as phenotypic screening. To trace relevant phenotypic changes back to specific targets or signaling pathways, comprehensive proteomic profiling is the gold-standard. A multitude of proteomic workflows have been applied on 3D tissue models to quantify their molecular phenotypes; however, their impact on analytical results and biological conclusions in this context has not been evaluated. The performance of twelve mass spectrometry-based global proteomic workflows that differed in the amount of cellular input, lysis protocols and quantification methods was compared for the analysis of primary human liver spheroids. Results differed majorly between protocols in the total number and subcellular compartment bias of identified proteins, which is particularly relevant for the reliable quantification of transporters and drug metabolizing enzymes. Using a model of metabolic dysfunction-associated steatotic liver disease, we furthermore show that critical disease pathways are robustly identified using a standardized high throughput-compatible workflow based on thermal lysis, even using only individual spheroids (1500 cells) as input. The results increase the applicability of proteomic profiling to phenotypic screens in organotypic microtissues and provide a scalable platform for deep phenotyping from limited biological material.

Place, publisher, year, edition, pages
Wiley-VCH Verlagsgesellschaft, 2024
Keywords
ADME proteins, expression profiling, hepatocellular steatosis, mass-spectrometry, primary human hepatocytes, proteomics, spheroids
National Category
Biochemistry Molecular Biology Cell and Molecular Biology
Identifiers
urn:nbn:se:uu:diva-526263 (URN)10.1002/biot.202300684 (DOI)001189991900001 ()38509783 (PubMedID)
Funder
Swedish Research Council, 2021-02801Swedish Research Council, 2023-03015Knut and Alice Wallenberg Foundation, VC-2021-0026
Available from: 2024-04-11 Created: 2024-04-11 Last updated: 2025-02-20Bibliographically approved
5. Animal product-free formation and cultivation of 3D primary hepatocyte spheroids
Open this publication in new window or tab >>Animal product-free formation and cultivation of 3D primary hepatocyte spheroids
(English)Manuscript (preprint) (Other academic)
Abstract [en]

3D cultures of primary human hepatocytes (3D PHH) are successfully used to reduce and replace the use of animal experiments in biomedical research. Yet, the initial formation of 3D PHH is highly dependent on the supplementation with fetal bovine serum (FBS). However, the molecular composition of FBS and its effects on cultured cells are poorly understood. Moreover, FBS is prone to batch-to-batch variation, immunogenic risk and lack of adherence to the replacement, refinement, and reduction (3Rs) of animal experiments. Here, we demonstrate that FBS can be fully replaced by animal-free substitutes, thus facilitating fully chemically defined and animal serum-free 3D PHH cultures. Specifically, we combined a previously developed animal-free substitute cocktail (Rafnsdóttir et al., 2023) with a normoglycemic (5.5 mM glucose and 0.58 ng/mL insulin) chemically defined culture medium (Handin et al., 2023). Morphological and viability evaluations, along with global proteomics data, demonstrated that serum-free cultured 3D PHH have equal or superior viability and functional performance of cytochrome P450s, rendering this medium useful for long-term studies and in vitro ADMET applications. This study marks a significant advancement in the development of animal serum-free culture conditions for primary human cell cultures, paving the way for more reliable and ethical in vitro studies.

Keywords
3D PHH, serum-free
National Category
Pharmaceutical and Medical Biotechnology Pharmacology and Toxicology
Identifiers
urn:nbn:se:uu:diva-548556 (URN)
Available from: 2025-01-27 Created: 2025-01-27 Last updated: 2025-01-28Bibliographically approved

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