Cited by 85Drug-Induced Hepatotoxicity and Protection3D Printing in Biomedical ResearchAnimal testing and alternatives

Comprehensive Evaluation of Organotypic and Microphysiological Liver Models for Prediction of Drug-Induced Liver Injury

Open access
Zhou, Yitian, Shen, Joanne X., Lauschke, Volker M.·2019·Frontiers in Pharmacology

Abstract

Drug induced liver injury (DILI) is a major concern for the pharmaceutical industry and constitutes one of the most important reasons for the termination of promising drug development projects. Reliable prediction of DILI liability in preclinical stages is difficult, as current experimental model systems do not accurately reflect the molecular phenotype and functionality of the human liver. As a result, multiple drugs that passed preclinical safety evaluations failed due to liver toxicity in clinical trials or postmarketing stages in recent years. To improve the selection of molecules that are taken forward into the clinics, the development of more predictive in vitro systems that enable high-throughput screening of hepatotoxic liabilities and allow for investigative studies into DILI mechanisms has gained growing interest. Specifically, it became increasingly clear that the choice of cell types and culture method both constitute important parameters that affect the predictive power of test systems. In this review, we present current 3D culture paradigms for hepatotoxicity tests and critically evaluate their utility and performance for DILI prediction. In addition, we highlight possibilities of these emerging platforms for mechanistic evaluations of selected drug candidates and present current research directions towards the further improvement of preclinical liver safety tests. We conclude that organotypic and microphysiological liver systems have provided an important step towards more reliable DILI prediction. Furthermore, we expect that the increasing availability of comprehensive benchmarking studies will facilitate model dissemination that might eventually result in their regulatory acceptance.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.3389/fphar.2019.01093

Cites

16 of 16 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • 3D spheroids and microtissues maintain stable expression of phase I/II enzymes, transporters, and stress/death pathways, enhancing sensitivity (80%-90%) and specificity (85%-95%) for diverse hepatotoxic mechanisms.

    “Unlike 2D cultures, 3D spheroids and microtissues maintain stable expression of phase I/II enzymes (e.g., CYP3A4, 2D6), transporters (BSEP, MRP2), and stress/death pathways, enhancing sensitivity (80%–90%) and specificity (85%–95%) for diverse hepatotoxic mechanisms (Zhou et al., 2019; Yang et al., 2023).”

    From A 3D bioengineered human liver for the study of acute and chronic drug-induced hepatotoxicity and fibrosis (2026) · cites this paper as Zhou et al., 2019

    The 'Scaffold-Free Spheroids in Multi-Well Formats' section reports stable CYP and UGT activity in HepaRG spheroids, polarized MRP2 expression in HepG2 spheroids, and detection of drugs with diverse toxicity mechanisms in primary human hepatocyte spheroids. It does not establish stable expression of the claimed stress/death pathways or the stated performance ranges. For two primary human hepatocyte spheroid assays, it instead reports sensitivity and specificity of 59% and 80%, and 69% and 100%, respectively (page unavailable in our copy). (LLM, conf=0.90)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 188

  1. Abu-Absi S. F. Friend J. R. Hansen L. K. Hu W.-S. (2002). Structural polarity and functional bile canaliculi in rat hepatocyte spheroids. Exp. Cell Res. 274, 56– 67. 10.1006/excr.2001.5467 11855857 · DOI
  2. Anderson S. Luffer-Atlas D. Knadler M. P. (2009). Predicting circulating human metabolites: how good are we? Chem. Res. Toxicol. 22, 243– 256. 10.1021/tx8004086 19138063 · DOI
  3. Axpe E. Oyen M. L. (2016). Applications of alginate-based bioinks in 3D bioprinting. Int. J. Mol. Sci. 17, 1– 11. 10.3390/ijms17121976 PMC5187776 27898010 · DOI
  4. Baxter M. Withey S. Harrison S. Segeritz C.-P. Zhang F. Atkinson-Dell R. (2015). Phenotypic and functional analyses show stem cell-derived hepatocyte-like cells better mimic fetal rather than adult hepatocytes. J. Hepatol. 62, 581– 589. 10.1016/j.jhep.2014.10.016 25457200 PMC4334496 · DOI
  5. Beckwitt C. H. Clark A. M. Wheeler S. Taylor D. L. Stolz D. B. Griffith L. (2018). Liver ‘organ on a chip’. Exp. Cell Res. 363, 15– 25. 10.1016/j.yexcr.2017.12.023 29291400 PMC5944300 · DOI
  6. Bell C. C. Hendriks D. F. G. Moro S. M. L. Ellis E. Walsh J. Renblom A. (2016). Characterization of primary human hepatocyte spheroids as a model system for drug-induced liver injury, liver function and disease. Sci. Rep. 6, 25187. 10.1038/srep25187 27143246 PMC4855186 · DOI · Paper page
  7. Bell C. C. Lauschke V. M. Vorrink S. U. Palmgren H. Duffin R. Andersson T. B. (2017). Transcriptional, Functional, and mechanistic comparisons of stem cell-derived hepatocytes, HepaRG cells, and three-dimensional human hepatocyte spheroids as predictive in vitro systems for drug-induced liver injury. Drug Metab. Disposition 45, 419– 429. 10.1124/dmd.116.074369 PMC5363699 28137721 · DOI · Paper page
  8. Benza R. L. Barst R. J. Galie N. Frost A. Girgis R. E. Highland K. B. (2008). Sitaxsentan for the treatment of pulmonary arterial hypertension: a 1-year, prospective, open-label observation of outcome and survival. Chest 134, 775– 782. 10.1378/chest.07-0767 18625676 · DOI
  9. Berger D. R. Ware B. R. Davidson M. D. Allsup S. R. Khetani S. R. (2015). Enhancing the functional maturity of induced pluripotent stem cell-derived human hepatocytes by controlled presentation of cell–cell interactions in vitro. Hepatology 61, 1370– 1381. 10.1002/hep.27621 25421237 · DOI
  10. Berger B. Donzelli M. Maseneni S. Boess F. Roth A. Krähenbühl S. (2016). Comparison of Liver Cell Models Using the Basel Phenotyping Cocktail. Front. Pharmacol. 7, 443. 10.3389/fphar.2016.00443 27917125 PMC5116554 · DOI
  11. Bi Y.-A. Kazolias D. Duignan D. B. (2006). Use of cryopreserved human hepatocytes in sandwich culture to measure hepatobiliary transport. Drug Metab. Dispos. 34, 1658– 1665. 10.1124/dmd.105.009118 16782767 · DOI · Paper page
  12. Bierwolf J. Lutgehetmann M. Feng K. Erbes J. Deichmann S. Toronyi E. (2011). Primary rat hepatocyte culture on 3D nanofibrous polymer scaffolds for toxicology and pharmaceutical research. Biotechnol. Bioeng. 108, 141– 150. 10.1002/bit.22924 20824672 · DOI
  13. Bondesson I. Ekwall B. Hellberg S. Romert L. Stenberg K. Walum E. (1989). MEIC—a new international multicenter project to evaluate the relevance to human toxicity of in vitro cytotoxicity tests. Cell Biol. Toxicol. 5, 331– 347. 10.1007/BF01795360 2688844 · DOI
  14. Brophy C. M. Luebke-Wheeler J. L. Amiot B. P. Khan H. Remmel R. P. Rinaldo P. (2009). Rat hepatocyte spheroids formed by rocked technique maintain differentiated hepatocyte gene expression and function. Hepatology 49, 578– 586. 10.1002/hep.22674 19085959 PMC2680349 · DOI
  15. Burton R. D. Hieronymus T. Chamem T. Heim D. Anderson S. Zhu X. (2018). Assessment of the biotransformation of low-turnover drugs in the HµREL human hepatocyte coculture model. Drug Metab. Disposition 46, 1617– 1625. 10.1124/dmd.118.082867 30135244 · DOI
  16. Cassidy K. C. Yi P. (2018). Qualitative and quantitative prediction of human in vivo metabolic pathways in a human hepatocyte-murine stromal cell co-culture model. Xenobiotica 48, 1192– 1205. 10.1080/00498254.2017.1395927 29143555 · DOI
  17. Chan H. F. Zhang Y. Leong K. W. (2016). Efficient One-step production of microencapsulated hepatocyte spheroids with enhanced functions. Small 12, 2720– 2730. 10.1002/smll.201502932 27038291 PMC4982767 · DOI
  18. Chang T. T. Hughes-Fulford M. (2009). Monolayer and spheroid culture of human liver hepatocellular carcinoma cell line cells demonstrate distinct global gene expression patterns and functional phenotypes. Tiss. Eng. Part A 15, 559– 567. 10.1089/ten.tea.2007.0434 PMC6468949 18724832 · DOI · Paper page
  19. Chang R. Nam J. Sun W. (2008). Direct cell writing of 3D microorgan for in vitro pharmacokinetic model. Tiss. Eng. Part C: Methods 14, 157– 166. 10.1089/ten.tec.2007.0392 18544030 · DOI
  20. Chao P. Maguire T. Novik E. Cheng K. C. Yarmush M. L. (2009). Evaluation of a microfluidic based cell culture platform with primary human hepatocytes for the prediction of hepatic clearance in human. Biochem. Pharmacol. 78, 625– 632. 10.1016/j.bcp.2009.05.013 19463793 PMC4487512 · DOI
  21. Chrisp P. Goa K. L. (1990). Dilevalol. Drugs 39, 234– 263. 10.2165/00003495-199039020-00007 2184002 · DOI
  22. Clark A. M. Wheeler S. E. Young C. L. Stockdale L. Shepard Neiman J. Zhao W. (2017). A liver microphysiological system of tumor cell dormancy and inflammatory responsiveness is affected by scaffold properties. Lab Chip 17, 156– 168. 10.1039/C6LC01171C PMC5242229 27910972 · DOI
  23. Court M. H. (2013). Feline drug metabolism and disposition: pharmacokinetic evidence for species differences and molecular mechanisms. Vet. Clin. North Am. Small Anim. Pract. 43, 1039– 1054. 10.1016/j.cvsm.2013.05.002 23890237 PMC3811070 · DOI
  24. Cui P. Wang S. (2019). Application of microfluidic chip technology in pharmaceutical analysis—a review. J. Pharmaceut. Anal. 9, 238– 247. 10.1016/j.jpha.2018.12.001 PMC6704040 31452961 · DOI
  25. Dalvie D. Obach R. S. Kang P. Prakash C. Loi C.-M. Hurst S. (2009). Assessment of three human in vitro systems in the generation of major human excretory and circulating metabolites. Chem. Res. Toxicol. 22, 357– 368. 10.1021/tx8004357 19146377 · DOI
  26. Darnell M. Ulvestad M. Ellis E. Weidolf L. Andersson T. B. (2012). In vitro evaluation of major in vivo drug metabolic pathways using primary human hepatocytes and HepaRG cells in suspension and a dynamic three-dimensional bioreactor system. J. Pharmacol. Exp. Therapeut. 343, 134– 144. 10.1124/jpet.112.195834 22776955 · DOI
  27. De Bartolo L. Salerno S. Curcio E. Piscioneri A. Rende M. Morelli S. (2009). Human hepatocyte functions in a crossed hollow fiber membrane bioreactor. Biomaterials 30, 2531– 2543. 10.1016/j.biomaterials.2009.01.011 19185912 · DOI
  28. De Bruyn T. Chatterjee S. Fattah S. Keemink J. Nicolaï J. Augustijns P. (2013). Sandwich-cultured hepatocytes: utility for in vitro exploration of hepatobiliary drug disposition and drug-induced hepatotoxicity. Expert Opin.Drug Metab. Toxicol. 9, 589– 616. 10.1517/17425255.2013.773973 23452081 · DOI
  29. de Morais S. M. Uetrecht J. P. Wells P. G. (1992). Decreased glucuronidation and increased bioactivation of acetaminophen in Gilbert’s syndrome. Gastroenterology 102, 577– 586. 10.1016/0016-5085(92)90106-9 1732127 · DOI
  30. Domansky K. Inman W. Serdy J. Dash A. Lim M. H. M. Griffith L. G. (2010). Perfused multiwell plate for 3D liver tissue engineering. Lab Chip 10, 51– 58. 10.1039/B913221J 20024050 PMC3972823 · DOI
  31. Donato M. T. Martínez-Romero A. Jiménez N. Negro A. Herrera G. Castell J. V. (2009). Cytometric analysis for drug-induced steatosis in HepG2 cells. Chem.-Biol. Interact. 181, 417– 423. 10.1016/j.cbi.2009.07.019 19647728 · DOI
  32. Ebrahimkhani M. R. Neiman J. A. S. Raredon M. S. B. Hughes D. J. Griffith L. G. (2014) Bioreactor technologies to support liver function in vitro. Adv. Drug Deliv. Rev. 69 (70), 132– 157. 10.1016/j.addr.2014.02.011 24607703 PMC4144187 · DOI
  33. Ekwall B. Barile F. A. Castano A. Clemedson C. Clothier R. H. Dierickx P. (1998). MEIC evaluation of acute systemic toxicity—Part VI. The prediction of human toxicity by rodent LD50 values and results from 61 in vitro methods. Altern. Lab. Anim. 26, 617– 658. 26042663
  34. El-Hachem N. Grossmann P. Blanchet-Cohen A. Bateman A. R. Bouchard N. Archambault J. (2016). Characterization of conserved toxicogenomic responses in chemically exposed hepatocytes across species and platforms. Envi. Health Pers. 124, 313– 320. 10.1289/ehp.1409157 PMC4786983 26173225 · DOI
  35. Elkayam T. Amitay-Shaprut S. Dvir-Ginzberg M. Harel T. Cohen S. (2006). Enhancing the drug metabolism activities of C3A—a human hepatocyte cell line—by tissue engineering within alginate scaffolds. Tiss. Eng. 12, 1357– 1368. 10.1089/ten.2006.12.1357 16771648 · DOI
  36. Ewart L. Dehne E.-M. Fabre K. Gibbs S. Hickman J. Hornberg E. (2018). Application of microphysiological systems to enhance safety assessment in drug discovery. Annu. Rev. Pharmacol. Toxicol. 580, 65– 82. 10.1146/annurev-pharmtox-010617-052722 29029591 · DOI
  37. Faulkner-Jones A. Fyfe C. Cornelissen D.-J. Gardner J. King J. Courtney A. (2015). Bioprinting of human pluripotent stem cells and their directed differentiation into hepatocyte-like cells for the generation of mini-livers in 3D. Biofabrication 7, 044102. 10.1088/1758-5090/7/4/044102 26486521 · DOI
  38. Fey S. J. Wrzesinski K. (2012). Determination of drug toxicity using 3D spheroids constructed from an immortal human hepatocyte cell line. Toxicol. Sci. 127, 403– 411. 10.1093/toxsci/kfs122 22454432 PMC3355318 · DOI · Paper page
  39. Fontana R. J. Hayashi P. H. Gu J. Reddy K. R. Barnhart H. Watkins P. B. (2014). Idiosyncratic drug-induced liver injury is associated with substantial morbidity and mortality within 6 months from onset. Gastroenterology 147, 96– 108. 10.1053/j.gastro.2014.03.045 24681128 PMC4285559 · DOI
  40. Foppiano M. Lombardo G. (1997). Worldwide pharmacovigilance systems and tolrestat withdrawal. Lancet 349, 399– 400. 10.1016/S0140-6736(97)80018-9 9033472 · DOI
  41. Francis C. W. Berkowitz S. D. Comp P. C. Lieberman J. R. Ginsberg J. S. Paiement G. (2003). for the EXULT A Study Group, Comparison of ximelagatran with warfarin for the prevention of venous thromboembolism after total knee replacement. N. Eng. J. Med. 349, 1703– 1712. 10.1056/NEJMoa035162 14585938 · DOI
  42. Gale E. A. M. (2006). Troglitazone: the lesson that nobody learned? Diabetologia 49, 1– 6. 10.1007/s00125-005-0074-6 16362281 · DOI
  43. Gaskell H. Sharma P. Colley H. E. Murdoch C. Williams D. P. Webb S. D. (2016). Characterization of a functional C3A liver spheroid model. Toxicol. Res. 5, 1053– 1065. 10.1039/C6TX00101G PMC5047049 27746894 · DOI
  44. Gerlach J. C. Encke J. Hole O. Muller C. Ryan C. J. Neuhaus P. (1994). Bioreactor for a larger scale hepatocyte in-vitro perfusion. Transplantation 58, 984– 988. 10.1097/00007890-199411150-00002 7974737 · DOI
  45. Gerlach J.r.C. Mutig K. Sauer I. M. Schrade P. Efimova E. Mieder T. (2003). Use of primary human liver cells originating from discarded grafts in a bioreactor for liver support therapy and the prospects of culturing adult liver stem cells in bioreactors: a morphologic study. Transplantation 76, 781– 786. 10.1097/01.TP.0000083319.36931.32 14501853 · DOI
  46. Goldkind L. Laine L. (2006). A systematic review of NSAIDs withdrawn from the market due to hepatotoxicity: lessons learned from the bromfenac experience. Pharmacoepidemiol. Drug Safety 15, 213– 220. 10.1002/pds.1207 16456879 · DOI
  47. Goldring C. Antoine D. J. Bonner F. Crozier J. Denning C. Fontana R. J. (2017). Stem cell-derived models to improve mechanistic understanding and prediction of human drug-induced liver injury. Hepatology 65, 710– 721. 10.1002/hep.28886 27775817 PMC5266558 · DOI
  48. Gopinathan J. Noh I. (2018). Recent trends in bioinks for 3D printing. Biomater. Res. 22, 11. 10.1186/s40824-018-0122-1 29636985 PMC5889544 · DOI
  49. Graham D. J. Drinkard C. R. Shatin D. Tsong Y. Burgess M. J. (2001). Liver enzyme monitoring in patients treated with troglitazone. JAMA 286, 831– 833. 10.1001/jama.286.7.831 11497537 · DOI
  50. Grinberg M. Stöber R. M. Edlund K. Rempel E. Godoy P. Reif R. (2014). Toxicogenomics directory of chemically exposed human hepatocytes. Arch. Toxicol. 88, 2261– 2287. 10.1007/s00204-014-1400-x 25399406 · DOI
  51. Grix T. Ruppelt A. Thomas A. Amler A.-K. Noichl B. P. Lauster R. (2018). Bioprinting perfusion-enabled liver equivalents for advanced organ-on-a-chip applications. Genes 9, 1– 15. 10.3390/genes9040176 PMC5924518 29565814 · DOI
  52. Gudapati H. Dey M. Ozbolat I. (2016). A comprehensive review on droplet-based bioprinting: past, present and future. Biomaterials 102, 20– 42. 10.1016/j.biomaterials.2016.06.012 27318933 · DOI
  53. Gungor-Ozkerim P. S. Inci I. Zhang Y. S. Khademhosseini A. Dokmeci M. R. (2018). Bioinks for 3D bioprinting: an overview. Biomater. Sci. 6, 915– 946. 10.1039/C7BM00765E 29492503 PMC6439477 · DOI
  54. Gunness P. Mueller D. Shevchenko V. Heinzle E. Ingelman-Sundberg M. Noor F. (2013). 3D organotypic cultures of human HepaRG cells: a tool for in vitro toxicity studies. Toxicol. Sci. 133, 67– 78. 10.1093/toxsci/kft021 23377618 · DOI · Paper page
  55. Hallifax D. Galetin A. Houston J. B. (2008). Prediction of metabolic clearance using fresh human hepatocytes: comparison with cryopreserved hepatocytes and hepatic microsomes for five benzodiazepines. Xenobiotica 38, 353– 367. 10.1080/00498250701834665 18340561 · DOI
  56. Hart S. N. Li Y. Nakamoto K. Subileau E.-A. Steen D. Zhong X.-B. (2010). A comparison of whole genome gene expression profiles of HepaRG cells and HepG2 cells to primary human hepatocytes and human liver tissues. Drug Metab. Disposition 38, 988– 994. 10.1124/dmd.109.031831 PMC2879958 20228232 · DOI
  57. Hegde M. Jindal R. Bhushan A. Bale S. S. McCarty W. J. Golberg I. (2014). Dynamic interplay of flow and collagen stabilizes primary hepatocytes culture in a microfluidic platform. Lab Chip 14, 2033– 2039. 10.1039/C4LC00071D 24770663 PMC4036071 · DOI
  58. Hoffmann S. A. Müller-Vieira U. Biemel K. Knobeloch D. Heydel S. Lübberstedt M. (2012). Analysis of drug metabolism activities in a miniaturized liver cell bioreactor for use in pharmacological studies. Biotechnol. Bioeng. 109, 3172– 3181. 10.1002/bit.24573 22688505 · DOI
  59. Hughes B. (2008). Industry concern over EU hepatotoxicity guidance. Nat. Rev. Drug Discov. 7, 719– 719. 10.1038/nrd2677 19172685 · DOI
  60. Hultman I. Vedin C. Abrahamsson A. Winiwarter S. Darnell M. (2016). Use of HμREL human coculture system for prediction of intrinsic clearance and metabolite formation for slowly metabolized compounds. Mol. Pharmaceut. 13, 2796– 2807. 10.1021/acs.molpharmaceut.6b00396 27377099 · DOI
  61. Hwang C. M. Sant S. Masaeli M. Kachouie N. N. Zamanian B. Lee S.-H. (2010). Fabrication of three-dimensional porous cell-laden hydrogel for tissue engineering. Biofabrication 2, 035003. 10.1088/1758-5082/2/3/035003 20823504 PMC3282162 · DOI
  62. ICH M3 (R2) 2010 Guidance for industry: nonclinical safety studies for the conduct of human clinical trials and marketing authorization for pharmaceuticals. http://www.fda.gov/downloads/drugs/guidances/ucm073246.pdf5. [Accessed 08 04.2019]. 20349552
  63. Ingelman-Sundberg M. Lauschke V. M. (2018). Human liver spheroids in chemically defined conditions for studies of gene–drug, drug–drug and disease–drug interactions. Pharmacogenomics 19, 1133– 1138. 10.2217/pgs-2018-0096 30041575 · DOI
  64. Jang M. Kleber A. Ruckelshausen T. Betzholz R. Manz A. (2019). Differentiation of the human liver progenitor cell line (HepaRG) on a microfluidic-based biochip. J. Tiss. Eng. Regen. Med. 13, 482– 494. 10.1002/term.2802 30746894 · DOI
  65. Jeon H. Kang K. Park S. A. Kim W. D. Paik S. S. Lee S.-H. (2017). Generation of multilayered 3D structures of HepG2 cells using a bio-printing technique. Gut and Liver 11, 121– 128. 10.5009/gnl16010 27559001 PMC5221869 · DOI
  66. Jin Y. Kim J. Lee J. S. Min S. Kim S. Ahn D.-H. (2018). Vascularized liver organoids generated using induced hepatic tissue and dynamic liver-specific microenvironment as a drug testing platform. Adv. Funct. Mater. 28, 1801954. 10.1002/adfm.201801954 · DOI
  67. Kang H.-W. Lee S. J. Ko I. K. Kengla C. Yoo J. J. Atala A. (2016). A 3D bioprinting system to produce human-scale tissue constructs with structural integrity. Nat. Biotechnol. 34, 312– 319. 10.1038/nbt.3413 26878319 · DOI · Paper page
  68. Kang K. Kim Y. Jeon H. Lee S. B. Kim J. S. Park S. A. (2018). Three-dimensional bioprinting of hepatic structures with directly converted hepatocyte-like cells. Tiss. Eng. Part A 24, 576– 583. 10.1089/ten.tea.2017.0161 28726547 · DOI
  69. Kappos L. Wiendl H. Selmaj K. Arnold D. L. Havrdova E. Boyko A. (2015). Daclizumab HYP versus interferon beta-1a in relapsing multiple sclerosis. N. Eng. J. Med. 373, 1418– 1428. 10.1056/NEJMoa1501481 26444729 · DOI
  70. Khalil M. Shariat-Panahi A. Tootle R. Ryder T. McCloskey P. Roberts E. (2001). Human hepatocyte cell lines proliferating as cohesive spheroid colonies in alginate markedly upregulate both synthetic and detoxificatory liver function. J. Hepatol. 34, 68– 77. 10.1016/S0168-8278(00)00080-5 11211910 · DOI
  71. Khetani S. R. Bhatia S. N. (2008). Microscale culture of human liver cells for drug development. Nat. Biotechnol. 26, 120– 126. 10.1038/nbt1361 18026090 · DOI · Paper page
  72. Khetani S. R. Kanchagar C. Ukairo O. Krzyzewski S. Moore A. Shi J. (2013). Use of micropatterned cocultures to detect compounds that cause drug-induced liver injury in humans. Toxicol. Sci. 132, 107– 117. 10.1093/toxsci/kfs326 23152190 · DOI
  73. Kietzmann T. (2017). Metabolic zonation of the liver: the oxygen gradient revisited. Redox Biol. 11, 622– 630. 10.1016/j.redox.2017.01.012 28126520 PMC5257182 · DOI · Paper page
  74. Kimoto E. Walsky R. Zhang H. Bi Y. A. Whalen K. M. Yang Y. S. (2012). Differential modulation of cytochrome P450 activity and the effect of 1-aminobenzotriazole on hepatic transport in sandwich-cultured human hepatocytes. Drug Metab. Disposition 40, 407– 411. 10.1124/dmd.111.039297 22031626 · DOI
  75. Kizawa H. Nagao E. Shimamura M. Zhang G. Torii H. (2017). Scaffold-free 3D bio-printed human liver tissue stably maintains metabolic functions useful for drug discovery. Biochem. Biophys. Rep. 10, 186– 191. 10.1016/j.bbrep.2017.04.004 28955746 PMC5614670 · DOI
  76. Knowlton S. Tasoglu S. (2016). A bioprinted liver-on-a-chip for drug screening applications. Trends Biotechnol. 34, 681– 682. 10.1016/j.tibtech.2016.05.014 27291461 · DOI
  77. Koide N. Shinji T. Tanabe T. Asano K. Kawaguchi M. Sakaguchi K. (1989). Continued high albumin production by multicellular spheroids of adult rat hepatocytes formed in the presence of liver-derived proteoglycans. Biochem. Biophys. Res. Commun. 161, 385– 391. 10.1016/0006-291X(89)91609-4 2730666 · DOI
  78. Kozyra M. Johansson I. Nordling Å. Ullah S. Lauschke V. M. Ingelman-Sundberg M. (2018). Human hepatic 3D spheroids as a model for steatosis and insulin resistance. Sci. Rep. 8, 14297. 10.1038/s41598-018-32722-6 30250238 PMC6155201 · DOI
  79. Kyffin J. A. Sharma P. Leedale J. Colley H. E. Murdoch C. Harding A. L. (2019). Characterisation of a functional rat hepatocyte spheroid model. Toxicol. in Vitro 55, 160– 172. 10.1016/j.tiv.2018.12.014 30578835 PMC6361770 · DOI
  80. Landry J. Bernier D. Ouellet C. Goyette R. Marceau N. (1985). Spheroidal aggregate culture of rat liver cells: histotypic reorganization, biomatrix deposition, and maintenance of functional activities. J. Cell Biol. 101, 914– 923. 10.1083/jcb.101.3.914 2411740 PMC2113699 · DOI
  81. Lauschke V. M. Ingelman-Sundberg M. (2016). The importance of patient-specific factors for hepatic drug response and toxicity. Int. J. Mol. Sci. 17, 1– 27. 10.3390/ijms17101714 PMC5085745 27754327 · DOI
  82. Lauschke V. M. Hendriks D. F. G. Bell C. C. Andersson T. B. Ingelman-Sundberg M. (2016). Novel 3D culture systems for studies of human liver function and assessments of the hepatotoxicity of drugs and drug candidates. Chem. Res. Toxicol. 29, 1936– 1955. 10.1021/acs.chemrestox.6b00150 27661221 · DOI · Paper page
  83. Lauschke V. M. Vorrink S. U. Moro S. M. L. Rezayee F. Nordling Å. Hendriks D. F. G. (2016). Massive rearrangements of cellular MicroRNA signatures are key drivers of hepatocyte dedifferentiation. Hepatology 64, 1743– 1756. 10.1002/hep.28780 27532775 · DOI · Paper page
  84. Lauschke V. M. Shafagh R. Z. Hendriks D. F. G. Ingelman-Sundberg M. (2019). 3D primary hepatocyte culture systems for analyses of liver diseases, drug metabolism and toxicity: emerging culture paradigms and applications. Biotechnol. J. 2, e 1800347. 10.1002/biot.201800347 30957976 · DOI · Paper page
  85. Lee J. W. Choi Y.-J. Yong W.-J. Pati F. Shim J.-H. Kang K. S. (2016). Development of a 3D cell printed construct considering angiogenesis for liver tissue engineering. Biofabrication 8, 015007. 10.1088/1758-5090/8/1/015007 26756962 · DOI
  86. Lee-Montiel F. T. George S. M. Gough A. H. Sharma A. D. Wu J. DeBiasio R. (2017). Control of oxygen tension recapitulates zone-specific functions in human liver microphysiology systems. Exp. Biol. Med. 242, 1617– 1632. 10.1177/1535370217703978 PMC5661766 28409533 · DOI
  87. Leite S. B. Wilk-Zasadna I. Zaldivar J. M. Airola E. Reis-Fernandes M. A. Mennecozzi M. (2012). Three-dimensional HepaRG model as an attractive tool for toxicity testing. Toxicol. Sci. 130, 106– 116. 10.1093/toxsci/kfs232 22843569 · DOI
  88. Li N. Schwartz M. Ionescu-Zanetti C. (2009). PDMS compound adsorption in context. J. Biomol. Screening 14, 194– 202. 10.1177/1087057108327326 19196703 · DOI
  89. Lin C. Khetani S. R. (2016). Advances in engineered liver models for investigating drug-induced liver injury. BioMed Res. Int. 2016, 1829148. 10.1155/2016/1829148 27725933 PMC5048025 · DOI · Paper page
  90. Long T. J. Cosgrove P. A. Dunn R. T. Stolz D. B. Hamadeh H. Afshari C. (2016). Modeling therapeutic antibody-small molecule drug–drug interactions using a three-dimensional perfusable human liver coculture platform. Drug Metab. Disposition 44, 1940– 1948. 10.1124/dmd.116.071456 PMC5118635 27621203 · DOI
  91. Lübberstedt M. Müller-Vieira U. Biemel K. M. Darnell M. Hoffmann S. A. Knöspel F. (2015). Serum-free culture of primary human hepatocytes in a miniaturized hollow-fibre membrane bioreactor for pharmacological in vitro studies. J. Tiss. Eng. Regen. Med. 9, 1017– 1026. 10.1002/term.1652 23165723 · DOI
  92. Luckert C. Schulz C. Lehmann N. Thomas M. Hofmann U. Hammad S. (2017) Comparative analysis of 3D culture methods on human HepG2 cells. Archives of Toxicology. 91, 393– 406. 10.1007/s00204-016-1677-z 26872951 · DOI
  93. Luffer-Atlas D. Atrakchi A. (2017). A decade of drug metabolite safety testing: industry and regulatory shared learning. Expert Opin.Drug Metab. Toxicol. 13, 897– 900. 10.1080/17425255.2017.1364362 28797172 · DOI
  94. Ma X. Qu X. Zhu W. Li Y.-S. Yuan S. Zhang H. (2016). Deterministically patterned biomimetic human iPSC-derived hepatic model via rapid 3D bioprinting. Proc. Natl. Acad. Sci. 113, 2206– 2211. 10.1073/pnas.1524510113 26858399 PMC4776497 · DOI
  95. Marcinak J. F. Munsaka M. S. Watkins P. B. Ohira T. Smith N. (2018). Liver safety of fasiglifam (TAK-875) in patients with type 2 diabetes: review of the global clinical trial experience. Drug Safety 41, 625– 640. 10.1007/s40264-018-0642-6 29492878 · DOI
  96. Martignoni M. Groothuis G. M. M. de Kanter R. (2006). Species differences between mouse, rat, dog, monkey and human CYP-mediated drug metabolism, inhibition and induction. Expert Opin.Drug Metab. Toxicol. 2, 875– 894. 10.1517/17425255.2.6.875 17125407 · DOI · Paper page
  97. Matsusaki M. Sakaue K. Kadowaki K. Akashi M. (2013). Three-dimensional human tissue chips fabricated by rapid and automatic inkjet cell printing. Adv. Healthcare Mater. 2, 534– 539. 10.1002/adhm.201200299 23184899 · DOI
  98. McDonald G. R. Hudson A. L. Dunn S. M. J. You H. Baker G. B. Whittal R. M. (2008). Bioactive contaminants leach from disposable laboratory plasticware. Science 322, 917. 10.1126/science.1162395 18988846 · DOI
  99. McGill M. R. Williams C. D. Xie Y. Ramachandran A. Jaeschke H. (2012). Acetaminophen-induced liver injury in rats and mice: comparison of protein adducts, mitochondrial dysfunction, and oxidative stress in the mechanism of toxicity. Toxicol. Appl. Pharmacol. 264, 387– 394. 10.1016/j.taap.2012.08.015 22980195 PMC3478469 · DOI
  100. McGinnity D. F. Soars M. G. Urbanowicz R. A. Riley R. J. (2004). Evaluation of fresh and cryopreserved hepatocytes as in vitro drug metabolism tools for the prediction of metabolic clearance. Drug Metab. Disposition 32, 1247– 1253. 10.1124/dmd.104.000026 15286053 · DOI
  101. Meier F. Freyer N. Brzeszczynska J. Knöspel F. Armstrong L. Lako M. (2017). Hepatic differentiation of human iPSCs in different 3D models: a comparative study. Int. J. Mol. Med. 40, 1759– 1771. 10.3892/ijmm.2017.3190 29039463 PMC5716452 · DOI
  102. Messner S. Fredriksson L. Lauschke V. M. Roessger K. Escher C. Bober M. (2018). Transcriptomic, proteomic, and functional long-term characterization of multicellular three-dimensional human liver microtissues. Appl. In Vitro Toxicol. 4, 1– 12. 10.1089/aivt.2017.0022 PMC7500040 32953943 · DOI
  103. Mitchell J. R. Jollow D. J. Potter W. Z. Gillette J. R. Brodie B. B. (1973). Acetaminophen-induced hepatic necrosis. J. Pharmacol. Exp. Therapeut. 187, 211– 217. 4746329
  104. Mueller D. Krämer L. Hoffmann E. Klein S. Noor F. (2014). 3D organotypic HepaRG cultures as in vitro model for acute and repeated dose toxicity studies. Toxicol. in Vitro 28, 104– 112. 10.1016/j.tiv.2013.06.024 23850736 · DOI
  105. Mun S. J. Ryu J.-S. Lee M.-O. Son Y. S. Oh S. J. Cho H.-S. (2019). Generation of expandable human pluripotent stem cell-derived hepatocyte-like liver organoids. J. Hepatol. 10.1016/j.jhep.2019.06.030. [Epub ahead of print]. 31299272 · DOI
  106. Natarajan V. Berglund E. J. Chen D. X. Kidambi S. (2015). Substrate stiffness regulates primary hepatocyte functions. RSC Advances 5, 80956– 80966. 10.1039/C5RA15208A PMC7392243 32733675 · DOI
  107. Nelson L. J. Morgan K. Treskes P. Samuel K. Henderson C. J. LeBled C. (2017). Human hepatic HepaRG cells maintain an organotypic phenotype with high intrinsic CYP450 activity/metabolism and significantly outperform standard HepG2/C3A cells for pharmaceutical and therapeutic applications. Basic Clin. Pharmacol. Toxicol. 120, 30– 37. 10.1111/bcpt.12631 27285124 PMC5225883 · DOI
  108. Nguyen T. V. Ukairo O. Khetani S. R. McVay M. Kanchagar C. Seghezzi W. (2015). Establishment of a hepatocyte-Kupffer cell coculture model for assessment of proinflammatory cytokine effects on metabolizing enzymes and drug transporters. Drug Metab. Disposition 43, 774– 785. 10.1124/dmd.114.061317 25739975 · DOI
  109. Nguyen D. G. Funk J. Robbins J. B. Crogan-Grundy C. Presnell S. C. Singer T. (2016). Bioprinted 3D primary liver tissues allow assessment of organ-level response to clinical drug induced toxicity in vitro. PLoS One 11, e 0158674–17. 10.1371/journal.pone.0158674 PMC4936711 27387377 · DOI
  110. Nichols W. G. Steel H. M. Bonny T. Adkison K. Curtis L. Millard J. (2008). Hepatotoxicity observed in clinical trials of aplaviroc (GW873140). Antimicrob. Agents Chemother. 52, 858– 865. 10.1128/AAC.00821-07 18070967 PMC2258506 · DOI
  111. Norona L. M. Nguyen D. G. Gerber D. A. Presnell S. C. Mosedale M. Watkins P. B. (2019). Bioprinted liver provides early insight into the role of Kupffer cells in TGF-β1 and methotrexate-induced fibrogenesis. PLoS One 14, e0208958. 10.1371/journal.pone.0208958 30601836 PMC6314567 · DOI
  112. Novik E. Maguire T. J. Chao P. Cheng K. C. Yarmush M. L. (2010). A microfluidic hepatic coculture platform for cell-based drug metabolism studies. Biochem. Pharmacol. 79, 1036– 1044. 10.1016/j.bcp.2009.11.010 19925779 PMC3136813 · DOI
  113. Novik E. I. Dwyer J. Morelli J. K. Parekh A. Cho C. Pludwinski E. (2017). Long-enduring primary hepatocyte-based co-cultures improve prediction of hepatotoxicity. Toxicol. Appl. Pharmacol. 336, 20– 30. 10.1016/j.taap.2017.09.013 28942002 · DOI
  114. Ogese M. O. Jenkins R. E. Adair K. Tailor A. Meng X. Faulkner L. L. (2019). Exosomal transport of hepatocyte-derived drug-modified proteins to the immune system. Hepatology. 10.1002/hep.30701. [Epub ahead of print]. PMC6899733 31070244 · DOI
  115. Ogihara T. Iwai H. Inoue Y. Katagi J. Matsumoto N. Motoi-Ohtsuji M. (2015). Utility of human hepatocyte spheroids for evaluation of hepatotoxicity. Fundament. Toxicol. Sci. 2, 41– 48. 10.2131/fts.2.41 · DOI
  116. Ogihara T. Arakawa H. Jomura T. Idota Y. Koyama S. Yano K. (2017). Utility of human hepatocyte spheroids without feeder cells for evaluation of hepatotoxicity. J. Toxicol. Sci. 42, 499– 507. 10.2131/jts.42.499 28717109 · DOI
  117. Ohkura T. Ohta K. Nagao T. Kusumoto K. Koeda A. Ueda T. (2014). Evaluation of human hepatocytes cultured by three-dimensional spheroid systems for drug metabolism. Drug Metab. Pharmacokinet. 29, 373– 378. 10.2133/dmpk.DMPK-13-RG-105 24695277 · DOI
  118. Olanow C. W. Panel T. A. (2000). Tolcapone and hepatotoxic effects. Arch. Neurol. 57, 263– 267. 10.1001/archneur.57.2.263 10681087 · DOI
  119. Oorts M. Baze A. Bachellier P. Heyd B. Zacharias T. Annaert P. (2016). Drug-induced cholestasis risk assessment in sandwich-cultured human hepatocytes. Toxicol. in Vitro 34, 179– 186. 10.1016/j.tiv.2016.03.008 27046439 · DOI
  120. Ostapowicz G. Fontana R. J. Schiødt F. V. Larson A. Davern T. J. Han S. H. B. (2002). Results of a prospective study of acute liver failure at 17 tertiary care centers in the United States. Ann.Inter. Med. 137, 947– 954. 10.7326/0003-4819-137-12-200212170-00007 12484709 · DOI · Paper page
  121. Ott L. M. Ramachandran K. Stehno-Bittel L. (2017). An automated multiplexed hepatotoxicity and CYP induction assay using HepaRG cells in 2D and 3D. SLAS Discovery 22, 614– 625. 10.1177/2472555217701058 28346810 · DOI
  122. Ozbolat I. T. Hospodiuk M. (2016) Current advances and future perspectives in extrusion-based bioprinting. Biomaterials 76, 321– 343 10.1016/j.biomaterials.2015.10.076 26561931 · DOI
  123. Peel S. Corrigan A. M. Ehrhardt B. Jang K.-J. Caetano-Pinto P. Boeckeler M. (2019). Introducing an automated high content confocal imaging approach for organs-on-chips. Lab Chip 19, 410– 421. 10.1039/C8LC00829A 30663729 · DOI
  124. Petersen P. Grind M. Adler J. (2003). for the SPORTIF II Investigators, Ximelagatran versus warfarin for stroke prevention in patients with nonvalvular atrial fibrillation. J. Am. Coll. Cardiol. 41, 1445– 1451. 10.1016/S0735-1097(03)00255-9 12742279 · DOI
  125. Phillips M. B. Balbuena-Venancio P. Enders J. R. Norini R. L. Shim Y.-S. Burgunder E. (2018). Xenobiotic metabolism in alginate-encapsulated primary human hepatocytes over long timeframes. Appl. In Vitro Toxicol. 4, 238– 247. 10.1089/aivt.2017.0029 · DOI
  126. Planchamp C. Vu T. L. Mayer J. M. Reist M. Testa B. (2003). Hepatocyte hollow-fibre bioreactors: design, set-up, validation and applications. J. Pharm. Pharmacol. 55, 1181– 1198. 10.1211/0022357021963 14604461 · DOI
  127. Pless G. Steffen I. Zeilinger K. Sauer I. M. Katenz E. Kehr D. C. (2006). Evaluation of primary human liver cells in bioreactor cultures for extracorporeal liver support on the basis of urea production. Artif. Organs 30, 686– 694. 10.1111/j.1525-1594.2006.00285.x 16934097 · DOI
  128. Powers M. J. Domansky K. Kaazempur-Mofrad M. R. Kalezi A. Capitano A. Upadhyaya A. (2002). A microfabricated array bioreactor for perfused 3D liver culture. Biotechnol. Bioeng. 78, 257– 269. 10.1002/bit.10143 11920442 · DOI
  129. Ramaiahgari S. C. Braver M. W. Herpers B. Terpstra V. Commandeur J. N. M. de Water B. (2014). A 3D in vitro model of differentiated HepG2 cell spheroids with improved liver-like properties for repeated dose high-throughput toxicity studies. Arch. Toxicol. 88, 1083– 1095. 10.1007/s00204-014-1215-9 24599296 · DOI
  130. Ramaiahgari S. C. Waidyanatha S. Dixon D. DeVito M. J. Paules R. S. Ferguson S. S. (2017). Three-Dimensional (3D) HepaRG spheroid model with physiologically relevant xenobiotic metabolism competence and hepatocyte functionality for liver toxicity screening. Toxicol. Sci. 159, 124– 136. 10.1093/toxsci/kfx122 28633424 PMC5837526 · DOI
  131. Rebelo S. P. Costa R. Estrada M. Shevchenko V. Brito C. Alves P. M. (2015). HepaRG microencapsulated spheroids in DMSO-free culture: novel culturing approaches for enhanced xenobiotic and biosynthetic metabolism. Arch. Toxicol. 89, 1347– 1358. 10.1007/s00204-014-1320-9 25107451 · DOI
  132. Rebelo S. P. Costa R. Silva M. M. Marcelino P. Brito C. Alves P. M. (2017). Three-dimensional co-culture of human hepatocytes and mesenchymal stem cells: improved functionality in long-term bioreactor cultures. J. Tiss. Eng. Regen. Med. 11, 2034– 2045. 10.1002/term.2099 26511086 · DOI
  133. Richert L. Baze A. Parmentier C. Gerets H. H. J. Sison-Young R. Dorau M. (2016). Cytotoxicity evaluation using cryopreserved primary human hepatocytes in various culture formats. Toxicol. Lett. 258, 207– 215. 10.1016/j.toxlet.2016.06.1127 27363785 · DOI
  134. Ronaldson-Bouchard K. Vunjak-Novakovic G. (2018). Organs-on-a-chip: a fast track for engineered human tissues in drug development. Cell Stem Cell 22, 310– 324. 10.1016/j.stem.2018.02.011 29499151 PMC5837068 · DOI · Paper page
  135. Roth A. Singer T. (2014). The application of 3D cell models to support drug safety assessment: opportunities & challenges. Adv. Drug Delivery Rev. 69 (70), 179– 189. 10.1016/j.addr.2013.12.005 24378580 · DOI
  136. Rowe C. Gerrard D. T. Jenkins R. Berry A. Durkin K. Sundstrom L. (2013). Proteome-wide analyses of human hepatocytes during differentiation and dedifferentiation. Hepatology 58, 799– 809. 10.1002/hep.26414 23526496 PMC3842115 · DOI · Paper page
  137. Rowe C. Shaeri M. Large E. Cornforth T. Robinson A. Kostrzewski T. (2018). Perfused human hepatocyte microtissues identify reactive metabolite-forming and mitochondria-perturbing hepatotoxins. Toxicol. in Vitro 46, 29– 38. 10.1016/j.tiv.2017.09.012 28919358 · DOI
  138. Safer D. J. Zito J. M. Gardner J. F. (2001). Pemoline hepatotoxicity and postmarketing surveillance. J. Am. Acad. Child Adol. Psychiatry 40, 622– 629. 10.1097/00004583-200106000-00006 11392339 · DOI
  139. Sanoh S. Santoh M. Takagi M. Kanayama T. Sugihara K. Kotake Y. (2014). Fluorometric assessment of acetaminophen-induced toxicity in rat hepatocyte spheroids seeded on micro-space cell culture plates. Toxicol. in Vitro 28, 1176– 1182. 10.1016/j.tiv.2014.05.007 24878114 · DOI
  140. Sarkar U. Rivera-Burgos D. Large E. M. Hughes D. J. Ravindra K. C. Dyer R. L. (2015). Metabolite profiling and pharmacokinetic evaluation of hydrocortisone in a perfused three-dimensional human liver bioreactor. Drug Metab. Disposition 43, 1091– 1099. 10.1124/dmd.115.063495 PMC4468434 25926431 · DOI
  141. Sarkar U. Ravindra K. C. Large E. Young C. L. Rivera-Burgos D. Yu J. (2017). Integrated assessment of diclofenac biotransformation, pharmacokinetics, and omics-based toxicity in a three-dimensional human liver-immunocompetent coculture system. Drug Metab. Disposition 45, 855– 866. 10.1124/dmd.116.074005 PMC5469400 28450578 · DOI
  142. Sauer I. M. Zeilinger K. Pless G. Kardassis D. Theruvath T. Pascher A. (2003). Extracorporeal liver support based on primary human liver cells and albumin dialysis—treatment of a patient with primary graft non-function. J. Hepatol. 39, 649– 653. 10.1016/S0168-8278(03)00348-9 12971979 · DOI
  143. Schepers A. Li C. Chhabra A. Seney B. T. Bhatia S. (2016). Engineering a perfusable 3D human liver platform from iPS cells. Lab Chip 16, 2644– 2653. 10.1039/C6LC00598E 27296616 PMC5318999 · DOI
  144. Schnitzer T. J. Burmester G. R. Mysler E. Hochberg M. C. Doherty M. Ehrsam E. (2004). Comparison of lumiracoxib with naproxen and ibuprofen in the Therapeutic Arthritis Research and Gastrointestinal Event Trial (TARGET), reduction in ulcer complications: randomised controlled trial. Lancet 364, 665– 674. 10.1016/S0140-6736(04)16893-1 15325831 · DOI
  145. Schutte M. Fox B. Baradez M.-O. Devonshire A. Minguez J. Bokhari M. (2011). Rat Primary hepatocytes show enhanced performance and sensitivity to acetaminophen during three-dimensional culture on a polystyrene scaffold designed for routine use. Assay Drug Dev. Technol. 9, 475– 486. 10.1089/adt.2011.0371 21675871 · DOI
  146. Schwartz R. E. Fleming H. E. Khetani S. R. Bhatia S. N. (2014). Pluripotent stem cell-derived hepatocyte-like cells. Biotechnol. Adv. 32, 504– 513. 10.1016/j.biotechadv.2014.01.003 24440487 PMC4043206 · DOI
  147. Selden C. Khalil M. Hodgson H. (2000). Three dimensional culture upregulates extracellular matrix protein expression in human liver cell lines—a step towards mimicking the liver in vivo? Int. J. Artif. Organs 23, 774– 781. 10.1177/039139880002301107 11132022 · DOI
  148. Sgro C. Clinard F. Ouazir K. Chanay H. Allard C. Guilleminet C. (2002). Incidence of drug-induced hepatic injuries: a French population-based study. Hepatology 36, 451– 455. 10.1053/jhep.2002.34857 12143055 · DOI
  149. Shen C. Zhang G. Qiu H. Meng Q. (2006). Acetaminophen-induced hepatotoxicity of gel entrapped rat hepatocytes in hollow fibers. Chem.-Biol. Interact. 162, 53– 61. 10.1016/j.cbi.2006.05.005 16797510 · DOI
  150. Shen C. Zhang G. Meng Q. (2010). Enhancement of the predicted drug hepatotoxicity in gel entrapped hepatocytes within polysulfone-g-poly (ethylene glycol) modified hollow fiber. Toxicol. Appl. Pharmacol. 249, 140– 147. 10.1016/j.taap.2010.08.028 20816885 · DOI
  151. Sirenko O. Hancock M. K. Hesley J. Hong D. Cohen A. Gentry J. (2016). Phenotypic characterization of toxic compound effects on liver spheroids derived from iPSC using confocal imaging and three-dimensional image analysis. Assay Drug Dev. Technol. 14, 381– 394. 10.1089/adt.2016.729 27494736 PMC5003004 · DOI
  152. Sison-Young R. L. Lauschke V. M. Johann E. Alexandre E. Anthérieu S. Aerts H. (2017). A multicenter assessment of single-cell models aligned to standard measures of cell health for prediction of acute hepatotoxicity. Arch. Toxicol. 91, 1385– 1400. 10.1007/s00204-016-1745-4 27344343 PMC5316403 · DOI
  153. Skardal A. Devarasetty M. Kang H.-W. Mead I. Bishop C. Shupe T. (2015). A hydrogel bioink toolkit for mimicking native tissue biochemical and mechanical properties in bioprinted tissue constructs. Acta Biomater. 25, 24– 34. 10.1016/j.actbio.2015.07.030 26210285 · DOI · Paper page
  154. Smith M. T. (2003). Mechanisms of troglitazone hepatotoxicity. Chem. Res. Toxicol. 16, 679– 687. 10.1021/tx034033e 12807350 · DOI
  155. Spigset O. Hägg S. Bate A. (2003). Hepatic injury and pancreatitis during treatment with serotonin reuptake inhibitors: data from the World Health Organization (WHO) database of adverse drug reactions. Int. Clin. Psychopharmacol. 18, 157– 161. 10.1097/01.yic.0000066455.73432.d2 12702895 · DOI
  156. Swift B. Pfeifer N. D. Brouwer K. L. R. (2010). Sandwich-cultured hepatocytes: an in vitro model to evaluate hepatobiliary transporter-based drug interactions and hepatotoxicity. Drug Metab. Rev. 42, 446– 471. 10.3109/03602530903491881 20109035 PMC3097390 · DOI
  157. Takahashi Y. Hori Y. Yamamoto T. Urashima T. Ohara Y. Tanaka H. (2015). Three-dimensional (3D) spheroid cultures improve the metabolic gene expression profiles of HepaRG cells. Biosci. Rep. 35, 1– 7. 10.1042/BSR20150034 PMC4613666 26182370 · DOI · Paper page
  158. Takayama K. Kawabata K. Nagamoto Y. Kishimoto K. Tashiro K. Sakurai F. (2013). 3D spheroid culture of hESC/hiPSC-derived hepatocyte-like cells for drug toxicity testing. Biomaterials 34, 1781– 1789. 10.1016/j.biomaterials.2012.11.029 23228427 · DOI
  159. Tan K. Keegan P. Rogers M. Lu M. Gosset J. R. Charest J. (2019). A high-throughput microfluidic microphysiological system (PREDICT-96) to recapitulate hepatocyte function in dynamic, re-circulating flow conditions. Lab Chip 19, 1556– 1566. 10.1039/C8LC01262H 30855604 · DOI
  160. Tasnim F. Toh Y.-C. Qu Y. Li H. Phan D. Narmada B. C. (2016). Functionally enhanced human stem cell derived hepatocytes in galactosylated cellulosic sponges for hepatotoxicity testing. Mol. Pharmaceut. 13, 1947– 1957. 10.1021/acs.molpharmaceut.6b00119 27157693 · DOI
  161. Toepke M. W. Beebe D. J. (2006). PDMS absorption of small molecules and consequences in microfluidic applications. Lab Chip 6, 1484– 1486. 10.1039/b612140c 17203151 · DOI
  162. Tomlinson L. Hyndman L. Firman J. W. Bentley R. Kyffin J. A. Webb S. D. (2019). In vitro liver zonation of primary rat hepatocytes. Front. Bioeng. Biotechnol. 7, 253– 258. 10.3389/fbioe.2019.00017 PMC6387900 30834246 · DOI · Paper page
  163. Tong J. Z. De Lagausie P. Furlan V. Cresteil T. Bernard O. Alvarez F. (1992). Long-term culture of adult rat hepatocyte spheroids. Exp. Cell Res. 200, 326– 332. 10.1016/0014-4827(92)90179-C 1572400 · DOI
  164. Tostões R. M. Leite S. B. Serra M. Jensen J. Björquist P. Carrondo M. J. T. (2012). Human liver cell spheroids in extended perfusion bioreactor culture for repeated-dose drug testing. Hepatology 55, 1227– 1236. 10.1002/hep.24760 22031499 · DOI
  165. Trepanier L. A. Ray K. Winand N. J. Spielberg S. P. Cribb A. E. (1997). Cytosolic arylamine N-acetyltransferase (NAT) deficiency in the dog and other canids due to an absence of NAT genes. Biochem. Pharmacol. 54, 73– 80. 10.1016/S0006-2952(97)00140-8 9296352 · DOI
  166. Ulvestad M. Darnell M. Molden E. Ellis E. Åsberg A. Andersson T. B. (2012). Evaluation of organic anion-transporting polypeptide 1B1 and CYP3A4 activities in primary human hepatocytes and HepaRG cells cultured in a dynamic three-dimensional bioreactor system. J. Pharmacol. Exp. Therapeut. 343, 145– 156. 10.1124/jpet.112.195750 22789711 · DOI
  167. Underhill G. H. Khetani S. R. (2018). Bioengineered liver models for drug testing and cell differentiation studies. Cell Mol. Gastroenterol. Hepatol 5, 426– 439. 10.1016/j.jcmgh.2017.11.012 29675458 PMC5904032 · DOI
  168. Vale J. A. Proudfoot A. T. (1995). Paracetamol (acetaminophen) poisoning. Lancet 346, 547– 552. 10.1016/S0140-6736(95)91385-8 7658783 · DOI · Paper page
  169. Vivares A. Salle-Lefort S. Arabeyre-Fabre C. Ngo R. Penarier G. Bremond M. (2014). Morphological behaviour and metabolic capacity of cryopreserved human primary hepatocytes cultivated in a perfused multiwell device. Xenobiotica 45, 29– 44. 10.3109/00498254.2014.944612 25068923 · DOI
  170. Vorrink S. U. Ullah S. Schmidt S. Nandania J. Velagapudi V. Beck O. (2017). 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 Journal 31, 2696– 2708. 10.1096/fj.201601375R 28264975 PMC5434660 · DOI · Paper page
  171. Vorrink S. U. Zhou Y. Ingelman-Sundberg M. Lauschke V. M. (2018). Prediction of drug-induced hepatotoxicity using long-term stable primary hepatic 3D spheroid cultures in chemically defined conditions. Toxicol. Sci. 163, 655– 665. 10.1093/toxsci/kfy058 29590495 PMC5974779 · DOI · Paper page
  172. Walker T. M. Rhodes P. C. Westmoreland C. (2000). The differential cytotoxicity of methotrexate in rat hepatocyte monolayer and spheroid cultures. Toxicol. in Vitro 14, 475– 485. 10.1016/S0887-2333(00)00036-9 10963964 · DOI
  173. Wang W. W. Khetani S. R. Krzyzewski S. Duignan D. B. Obach R. S. (2010). Assessment of a micropatterned hepatocyte coculture system to generate major human excretory and circulating drug metabolites. Drug Metab. Disposition 38, 1900– 1905. 10.1124/dmd.110.034876 20595376 · DOI
  174. Wang J. D. Douville N. J. Takayama S. ElSayed M. (2012). Quantitative analysis of molecular absorption into PDMS microfluidic channels. Ann. Biomed. Eng. 40, 1862– 1873. 10.1007/s10439-012-0562-z 22484830 · DOI
  175. Wang Z. Luo X. Anene-Nzelu C. Yu Y. Hong X. Singh N. H. (2015). HepaRG culture in tethered spheroids as an in vitro three-dimensional model for drug safety screening. J. Appl. Toxicol. 35, 909– 917. 10.1002/jat.3090 25512232 · DOI
  176. Wang J. Chen F. Liu L. Qi C. Wang B. Yan X. (2016). Engineering EMT using 3D micro-scaffold to promote hepatic functions for drug hepatotoxicity evaluation. Biomaterials 91, 11– 22. 10.1016/j.biomaterials.2016.03.001 26994875 · DOI · Paper page
  177. Wang Y. I. Carmona C. Hickman J. J. Shuler M. L. (2018). Multiorgan microphysiological systems for drug development: strategies, advances, and challenges. Adv. Healthcare Mater. 7, 1– 29. 10.1002/adhm.201701000 PMC5805562 29205920 · DOI
  178. Ware B. R. Berger D. R. Khetani S. R. (2015). Prediction of drug-induced liver injury in micropatterned co-cultures containing iPSC-derived human hepatocytes. Toxicol. Sci. 145, 252– 262. 10.1093/toxsci/kfv048 25716675 · DOI
  179. Ware B. R. McVay M. Sunada W. Y. Khetani S. R. (2017). Exploring chronic drug effects on microengineered human liver cultures using global gene expression profiling. Toxicol. Sci. 157, 387– 398. 10.1093/toxsci/kfx059 28369597 · DOI
  180. Wheeler S. E. Clark A. M. Taylor D. P. Young C. L. Pillai V. C. Stolz D. B. (2014). Spontaneous dormancy of metastatic breast cancer cells in an all human liver microphysiologic system. Br. J. Cancer 111, 2342– 2350. 10.1038/bjc.2014.533 25314052 PMC4264444 · DOI
  181. Wilkening S. Stahl F. Bader A. (2003). Comparison of primary human hepatocytes and hepatoma cell line Hepg2 with regard to their biotransformation properties. Drug Metab. Disposition 31, 1035– 1042. 10.1124/dmd.31.8.1035 12867492 · DOI · Paper page
  182. Williams D. P. Shipley R. Ellis M. J. Webb S. Ward J. Gardner I. (2013). Novel in vitro and mathematical models for the prediction of chemical toxicity. Toxicol. Res. 2, 40– 59. 10.1039/C2TX20031G PMC4765367 26966512 · DOI
  183. Wu Y. Lin Z. Y. W. Wenger A. C. Tam K. C. Tang X. S. (2018). 3D bioprinting of liver-mimetic construct with alginate/cellulose nanocrystal hybrid bioink. Bioprinting 9, 1– 6. 10.1016/j.bprint.2017.12.001 · DOI
  184. Xu J. J. Henstock P. V. Dunn M. C. Smith A. R. Chabot J. R. de Graaf D. (2008). Cellular imaging predictions of clinical drug-induced liver injury. Toxicol. Sci. 105, 97– 105. 10.1093/toxsci/kfn109 18524759 · DOI
  185. Yang Y. Wang K. Gu X. Leong K. W. (2017). Biophysical regulation of cell behavior-cross talk between substrate stiffness and nanotopography. Engineering 3, 36– 54. 10.1016/J.ENG.2017.01.014 29071164 PMC5653318 · DOI
  186. Yin J. Meng Q. Zhang G. Sun Y. (2009). Differential methotrexate hepatotoxicity on rat hepatocytes in 2-D monolayer culture and 3-D gel entrapment culture. Chemico-Biological Interactions. 180, 368– 375. 10.1016/j.cbi.2009.04.004 19394316 · DOI
  187. Yu H. Barrass N. Gales S. Lenz E. Parry T. Powell H. (2015). Metabolism by conjugation appears to confer resistance to paracetamol (acetaminophen) hepatotoxicity in the cynomolgus monkey. Xenobiotica 45, 270– 277. 10.3109/00498254.2014.973000 25335570 · DOI
  188. Zeilinger K. Schreiter T. Darnell M. Söderdahl T. Lübberstedt M. Dillner B. (2011). Scaling down of a clinical three-dimensional perfusion multicompartment hollow fiber liver bioreactor developed for extracorporeal liver support to an analytical scale device useful for hepatic pharmacological in vitro studies. Tiss. Eng. Part C: Methods 17, 549– 556. 10.1089/ten.tec.2010.0580 21210724 · DOI

Cited by

Sorted by citations

Authors
Zhou, Y., Shen, J. X., & Lauschke, V. M.
Affiliations
Karolinska Institutet (SE)
Corresponding author
Lauschke, Volker M.
Venue
Frontiers in Pharmacology
Published
2019-09-24
Volume
10
Pages
1093-1093
ISSN
1663-9812 (ISSN-L)
OpenAlex
W2970924609
Cited by
85
References
16
Citations by year
2026: 9 · 2025: 7 · 2024: 9 · 2023: 6 · 2022: 17 · 2021: 23 · 2020: 11 · 2019: 3
FWCI
2.11
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Pharmacology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Vetenskapsrådet (2016-01153, 2016-01154)
Topics
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Drug-Induced Hepatotoxicity and Protection
  • Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
  • Health Sciences › Veterinary › Small Animals › Animal testing and alternatives
Keywords
drug-induced liver injury, hepatotoxicity prediction, high-throughput screening, model benchmarking

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review