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Evaluation of a human neurite growth assay as specific screen for developmental neurotoxicants

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Abstract

Organ-specific in vitro toxicity assays are often highly sensitive, but they lack specificity. We evaluated here examples of assay features that can affect test specificity, and some general procedures are suggested on how positive hits in complex biological assays may be defined. Differentiating human LUHMES cells were used as potential model for developmental neurotoxicity testing. Forty candidate toxicants were screened, and several hits were obtained and confirmed. Although the cells had a definitive neuronal phenotype, the use of a general cell death endpoint in these cultures did not allow specific identification of neurotoxicants. As alternative approach, neurite growth was measured as an organ-specific functional endpoint. We found that neurite extension of developing LUHMES was specifically inhibited by diverse compounds such as colchicine, vincristine, narciclasine, rotenone, cycloheximide, or diquat. These compounds reduced neurite growth at concentrations that did not compromise cell viability, and neurite growth was affected more potently than the integrity of developed neurites of mature neurons. A ratio of the EC50 values of neurite growth inhibition and cell death of >4 provided a robust classifier for compounds associated with a developmental neurotoxic hazard. Screening of unspecific toxicants in the test system always yielded ratios <4. The assay identified also compounds that accelerated neurite growth, such as the rho kinase pathway modifiers blebbistatin or thiazovivin. The negative effects of colchicine or rotenone were completely inhibited by a rho kinase inhibitor. In summary, we suggest that assays using functional endpoints (neurite growth) can specifically identify and characterize (developmental) neurotoxicants.

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References

  • Balmer NV, Weng MK, Zimmer B, et al (2012) Epigenetic changes and disturbed neural development in a human embryonic stem cell-based model relating to the fetal valproate syndrome. Hum Mol Genet 21(18):4104–4114

    Google Scholar 

  • Bal-Price AK, Coecke S, Costa L et al (2012) Advancing the science of developmental neurotoxicity (DNT): testing for better safety evaluation. ALTEX 29(2):202–215

    PubMed  Google Scholar 

  • Barakat-Walter I, Kraftsik R, Kuntzer T, Bogousslavsky J, Magistretti P (2000) Differential effect of thyroid hormone deficiency on the growth of calretinin-expressing neurons in rat spinal cord and dorsal root ganglia. J Comp Neurol 426(4):519–533

    Article  PubMed  CAS  Google Scholar 

  • Correia JJ, Lobert S (2001) Physiochemical aspects of tubulin-interacting antimitotic drugs. Curr Pharm Des 7(13):1213–1228

    Article  PubMed  CAS  Google Scholar 

  • Corvi R, Aardema MJ, Gribaldo L et al (2012) ECVAM prevalidation study on in vitro cell transformation assays: general outline and conclusions of the study. Mutat Res 744(1):12–19

    Article  PubMed  CAS  Google Scholar 

  • Daniels MP (1972) Colchicine inhibition of nerve fiber formation in vitro. J Cell Biol 53(1):164–176

    Article  PubMed  CAS  Google Scholar 

  • Fontaine-Lenoir V, Chambraud B, Fellous A et al (2006) Microtubule-associated protein 2 (MAP2) is a neurosteroid receptor. Proc Natl Acad Sci USA 103(12):4711–4716

    Article  PubMed  CAS  Google Scholar 

  • Fournier AE, Takizawa BT, Strittmatter SM (2003) Rho kinase inhibition enhances axonal regeneration in the injured CNS. J Neurosci 23(4):1416–1423

    PubMed  CAS  Google Scholar 

  • Frimat JP, Sisnaiske J, Subbiah S et al (2010) The network formation assay: a spatially standardized neurite outgrowth analytical display for neurotoxicity screening. Lab Chip 10(6):701–709

    Article  PubMed  CAS  Google Scholar 

  • Fritsche E, Gassmann K, Schreiber T (2011) Neurospheres as a model for developmental neurotoxicity testing. Methods Mol Biol 758:99–114

    PubMed  CAS  Google Scholar 

  • Fuentes EO, Leemhuis J, Stark GB, Lang EM (2008) Rho kinase inhibitors Y27632 and H1152 augment neurite extension in the presence of cultured Schwann cells. J Brachial Plex Peripher Nerve Inj 3:19

    Article  PubMed  Google Scholar 

  • Gartlon J, Kinsner A, Bal-Price A, Coecke S, Clothier RH (2006) Evaluation of a proposed in vitro test strategy using neuronal and non-neuronal cell systems for detecting neurotoxicity. Toxicol In Vitro 20(8):1569–1581

    Article  PubMed  CAS  Google Scholar 

  • Geldof AA, Minneboo A, Heimans JJ (1998) Vinca-alkaloid neurotoxicity measured using an in vitro model. J Neurooncol 37(2):109–113

    Article  PubMed  CAS  Google Scholar 

  • Gilley J, Coleman MP (2010) Endogenous Nmnat2 is an essential survival factor for maintenance of healthy axons. PLoS Biol 8(1):e1000300

    Article  PubMed  Google Scholar 

  • Gorovoy M, Niu J, Bernard O et al (2005) LIM kinase 1 coordinates microtubule stability and actin polymerization in human endothelial cells. J Biol Chem 280(28):26533–26542

    Article  PubMed  CAS  Google Scholar 

  • Griesinger C, Hoffmann S, Kinsner A, Coecke S, Hartung T (2009a) Special issue: evidence-based toxicology (EBT). Preface. Hum Exp Toxicol 28(2–3):83–86

    Article  PubMed  CAS  Google Scholar 

  • Griesinger C, Barroso J, Zuang V, Cole T, Genschow E, Liebsch M (2009b) Explanatory background document to the OECD draft test guideline on in vitro skin irritation testing. In: Organisation for economic co-operation and development (OECD). http://www.oecd.org/chemicalsafety/testing/43670220.pdf

  • Halle W (2003) The registry of cytotoxicity: toxicity testing in cell cultures to predict acute toxicity (LD50) and to reduce testing in animals. Altern Lab Anim 31(2):89–198

    PubMed  CAS  Google Scholar 

  • Hansson O, Castilho RF, Kaminski Schierle GS et al (2000) Additive effects of caspase inhibitor and lazaroid on the survival of transplanted rat and human embryonic dopamine neurons. Exp Neurol 164(1):102–111

    Article  PubMed  CAS  Google Scholar 

  • Harrill JA, Freudenrich TM, Machacek DW, Stice SL, Mundy WR (2010) Quantitative assessment of neurite outgrowth in human embryonic stem cell-derived hN2 cells using automated high-content image analysis. Neurotoxicology 31(3):277–290

    Article  PubMed  Google Scholar 

  • Harrill JA, Freudenrich TM, Robinette BL, Mundy WR (2011a) Comparative sensitivity of human and rat neural cultures to chemical-induced inhibition of neurite outgrowth. Toxicol Appl Pharmacol 256(3):268–280

    Google Scholar 

  • Harrill JA, Robinette BL, Mundy WR (2011b) Use of high content image analysis to detect chemical-induced changes in synaptogenesis in vitro. Toxicol In Vitro 25(1):368–387

    Article  PubMed  CAS  Google Scholar 

  • Hartung T (2007) Food for thought… on validation. ALTEX 24(2):67–80

    PubMed  Google Scholar 

  • Hartung T (2010) Evidence-based toxicology - the toolbox of validation for the 21st century? ALTEX 27(4):253–263

    PubMed  Google Scholar 

  • Hartung T, Balls M, Bardouille C et al (2002) Good cell culture practice. ECVAM good cell culture practice task force report 1. Altern Lab Anim 30(4):407–414

    PubMed  CAS  Google Scholar 

  • Hogberg HT, Kinsner-Ovaskainen A, Hartung T, Coecke S, Bal-Price AK (2009) Gene expression as a sensitive endpoint to evaluate cell differentiation and maturation of the developing central nervous system in primary cultures of rat cerebellar granule cells (CGCs) exposed to pesticides. Toxicol Appl Pharmacol 235(3):268–286

    Article  PubMed  CAS  Google Scholar 

  • Hussman JP, Chung RH, Griswold AJ et al (2011) A noise-reduction GWAS analysis implicates altered regulation of neurite outgrowth and guidance in autism. Mol Autism 2(1):1

    Article  PubMed  Google Scholar 

  • Ishido M, Suzuki J (2010) Inhibition by rotenone of mesencephalic neural stem-cell migration in a neurosphere assay in vitro. Toxicol In Vitro 24(2):552–557

    Article  PubMed  CAS  Google Scholar 

  • Jones LB, Stanwood GD, Reinoso BS et al (2000) In utero cocaine-induced dysfunction of dopamine D1 receptor signaling and abnormal differentiation of cerebral cortical neurons. J Neurosci 20(12):4606–4614

    PubMed  CAS  Google Scholar 

  • Joshi S, Guleria RS, Pan J et al (2006) Ethanol impairs Rho GTPase signaling and differentiation of cerebellar granule neurons in a rodent model of fetal alcohol syndrome. Cell Mol Life Sci 63(23):2859–2870

    Article  PubMed  CAS  Google Scholar 

  • Judson R, Kavlock R, Martin M et al (2013) Perspectives on validation of high-throughput assays supporting 21st century toxicity testing. ALTEX 30(1):51–66

    PubMed  Google Scholar 

  • Kadereit S, Zimmer B, van Thriel C, Hengstler JG, Leist M (2012) Compound selection for in vitro modeling of developmental neurotoxicity. Front Biosci 17:2442–2460

    Article  CAS  Google Scholar 

  • Keller H, Zadeh AD, Eggli P (2002) Localised depletion of polymerised actin at the front of Walker carcinosarcoma cells increases the speed of locomotion. Cell Motil Cytoskeleton 53(3):189–202

    Article  PubMed  Google Scholar 

  • Kubo T, Yamaguchi A, Iwata N, Yamashita T (2008) The therapeutic effects of Rho-ROCK inhibitors on CNS disorders. Ther Clin Risk Manag 4(3):605–615

    PubMed  CAS  Google Scholar 

  • Kuegler PB, Zimmer B, Waldmann T et al (2010) Markers of murine embryonic and neural stem cells, neurons and astrocytes: reference points for developmental neurotoxicity testing. ALTEX 27(1):17–42

    PubMed  Google Scholar 

  • Lefranc F, Sauvage S, Van Goietsenoven G et al (2009) Narciclasine, a plant growth modulator, activates Rho and stress fibers in glioblastoma cells. Mol Cancer Ther 8(7):1739–1750

    Article  PubMed  CAS  Google Scholar 

  • Leist M, Efremova L, Karreman C (2010) Food for thought… considerations and guidelines for basic test method descriptions in toxicology. ALTEX 27(4):309–317

    PubMed  Google Scholar 

  • Leist M, Hasiwa N, Daneshian M, Hartung T (2012) Validation and quality control of replacement alternatives—current status and future challenges. Toxicol Res 1:8–22

    Article  CAS  Google Scholar 

  • LoPachin RM, Ross JF, Reid ML, Das S, Mansukhani S, Lehning EJ (2002) Neurological evaluation of toxic axonopathies in rats: acrylamide and 2,5-hexanedione. Neurotoxicology 23(1):95–110

    Article  PubMed  CAS  Google Scholar 

  • Lotharius J, Falsig J, van Beek J et al (2005) Progressive degeneration of human mesencephalic neuron-derived cells triggered by dopamine-dependent oxidative stress is dependent on the mixed-lineage kinase pathway. J Neurosci 25(27):6329–6342

    Article  PubMed  CAS  Google Scholar 

  • McCormack AL, Thiruchelvam M, Manning-Bog AB et al (2002) Environmental risk factors and Parkinson’s disease: selective degeneration of nigral dopaminergic neurons caused by the herbicide paraquat. Neurobiol Dis 10(2):119–127

    Article  PubMed  CAS  Google Scholar 

  • McEwen BS (1999) Stress and hippocampal plasticity. Annu Rev Neurosci 22:105–122

    Article  PubMed  CAS  Google Scholar 

  • Mitchell PJ, Hanson JC, Quets-Nguyen AT, Bergeron M, Smith RC (2007) A quantitative method for analysis of in vitro neurite outgrowth. J Neurosci Methods 164(2):350–362

    Article  PubMed  CAS  Google Scholar 

  • Narro ML, Yang F, Kraft R, Wenk C, Efrat A, Restifo LL (2007) NeuronMetrics: software for semi-automated processing of cultured neuron images. Brain Res 1138:57–75

    Article  PubMed  CAS  Google Scholar 

  • Niggli V (2003) Microtubule-disruption-induced and chemotactic-peptide-induced migration of human neutrophils: implications for differential sets of signalling pathways. J Cell Sci 116(Pt 5):813–822

    Article  PubMed  CAS  Google Scholar 

  • Nikolic M (2002) The role of Rho GTPases and associated kinases in regulating neurite outgrowth. Int J Biochem Cell Biol 34(7):731–745

    Article  PubMed  CAS  Google Scholar 

  • Poltl D, Schildknecht S, Karreman C, Leist M (2012) Uncoupling of ATP-depletion and cell death in human dopaminergic neurons. Neurotoxicology 33(4):769–779

    Article  PubMed  Google Scholar 

  • Quasthoff S, Hartung HP (2002) Chemotherapy-induced peripheral neuropathy. J Neurol 249(1):9–17

    Article  PubMed  CAS  Google Scholar 

  • Radio NM, Mundy WR (2008) Developmental neurotoxicity testing in vitro: models for assessing chemical effects on neurite outgrowth. Neurotoxicology 29(3):361–376

    Article  PubMed  CAS  Google Scholar 

  • Radio NM, Breier JM, Shafer TJ, Mundy WR (2008) Assessment of chemical effects on neurite outgrowth in PC12 cells using high content screening. Toxicol Sci 105(1):106–118

    Article  PubMed  CAS  Google Scholar 

  • Ramm P, Alexandrov Y, Cholewinski A, Cybuch Y, Nadon R, Soltys BJ (2003) Automated screening of neurite outgrowth. J Biomol Screen 8(1):7–18

    Article  PubMed  Google Scholar 

  • Ren Y, Liu W, Jiang H, Jiang Q, Feng J (2005) Selective vulnerability of dopaminergic neurons to microtubule depolymerization. J Biol Chem 280(40):34105–34112

    Article  PubMed  CAS  Google Scholar 

  • Sai Y, Wu Q, Le W, Ye F, Li Y, Dong Z (2008) Rotenone-induced PC12 cell toxicity is caused by oxidative stress resulting from altered dopamine metabolism. Toxicol In Vitro 22(6):1461–1468

    Article  PubMed  CAS  Google Scholar 

  • Sanchez M, Gastaldi L, Remedi M, Caceres A, Landa C (2007) Rotenone-induced toxicity is mediated by Rho-GTPases in hippocampal neurons. Toxicolog Sci 104(2):352–361

    Article  Google Scholar 

  • Schierle GS, Hansson O, Leist M, Nicotera P, Widner H, Brundin P (1999) Caspase inhibition reduces apoptosis and increases survival of nigral transplants. Nat Med 5(1):97–100

    Article  PubMed  CAS  Google Scholar 

  • Schildknecht S, Poltl D, Nagel DM et al (2009) Requirement of a dopaminergic neuronal phenotype for toxicity of low concentrations of 1-methyl-4-phenylpyridinium to human cells. Toxicol Appl Pharmacol 241(1):23–35

    Article  PubMed  CAS  Google Scholar 

  • Schneider K, Schwarz M, Burkholder I et al (2009) “ToxRTool”, a new tool to assess the reliability of toxicological data. Toxicol Lett 189(2):138–144

    Article  PubMed  CAS  Google Scholar 

  • Schoenenberger F, Krug AK, Leist M, Ferrando-May E, Merhof D (2012) An advanced image processing approach based on parallel growth and overlap handling to quantify neurite growth. Paper presented at the 9th International Workshop on Computational Systems Biology (WCSB), Ulm

  • Scholz D, Poltl D, Genewsky A, et al. (2011) Rapid, complete and large-scale generation of post-mitotic neurons from the human LUHMES cell line. J Neurochem 19(5):957–971

    Google Scholar 

  • Slotkin TA, Levin ED, Seidler FJ (2006) Comparative developmental neurotoxicity of organophosphate insecticides: effects on brain development are separable from systemic toxicity. Environ Health Perspect 114(5):746–751

    Article  PubMed  CAS  Google Scholar 

  • Snow DM, Smith JD, Booze RM, Welch MA, Mactutus CF (2001) Cocaine decreases cell survival and inhibits neurite extension of rat locus coeruleus neurons. Neurotoxicol Teratol 23(3):225–234

    Article  PubMed  CAS  Google Scholar 

  • Spencer PS, Schaumburg HH, Ludolph AC (2000) Experimental and clinical neurotoxicology, 2nd edn. Oxford University Press, New York

    Google Scholar 

  • Stanwood GD, Washington RA, Shumsky JS, Levitt P (2001) Prenatal cocaine exposure produces consistent developmental alterations in dopamine-rich regions of the cerebral cortex. Neuroscience 106(1):5–14

    Article  PubMed  CAS  Google Scholar 

  • Stephens ML, Andersen M, Becker RA et al (2013) Evidence-based toxicology for the 21st century: opportunities and challenges. ALTEX 30(1):74–104

    PubMed  Google Scholar 

  • Stiegler NV, Krug AK, Matt F, Leist M (2011) Assessment of chemical-induced impairment of human neurite outgrowth by multiparametric live cell imaging in high-density cultures. Toxicol Sci 121(1):73–87

    Article  PubMed  CAS  Google Scholar 

  • Takesono A, Heasman SJ, Wojciak-Stothard B, Garg R, Ridley AJ (2010) Microtubules regulate migratory polarity through Rho/ROCK signaling in T cells. PLoS ONE 5(1):e8774

    Article  PubMed  Google Scholar 

  • van Thriel C, Westerink RH, Beste C, Bale AS, Lein PJ, Leist M (2011) Translating neurobehavioural endpoints of developmental neurotoxicity tests into in vitro assays and readouts. Neurotoxicology 33(4):911–924

    Google Scholar 

  • Vestergaard-Poulsen P, Wegener G, Hansen B et al (2011) Diffusion-weighted MRI and quantitative biophysical modeling of hippocampal neurite loss in chronic stress. PLoS ONE 6(7):e20653

    Article  PubMed  CAS  Google Scholar 

  • Volbracht C, Leist M, Nicotera P (1999) ATP controls neuronal apoptosis triggered by microtubule breakdown or potassium deprivation. Mol Med 5(7):477–489

    PubMed  CAS  Google Scholar 

  • Volbracht C, Leist M, Kolb SA, Nicotera P (2001) Apoptosis in caspase-inhibited neurons. Mol Med 7(1):36–48

    PubMed  CAS  Google Scholar 

  • Volbracht C, van Beek J, Zhu C, Blomgren K, Leist M (2006) Neuroprotective properties of memantine in different in vitro and in vivo models of excitotoxicity. Eur J Neurosci 23(10):2611–2622

    Article  PubMed  Google Scholar 

  • Wang D, Lagerstrom R, Sun C, Bishof L, Valotton P, Gotte M (2010) HCA-vision: automated neurite outgrowth analysis. J Biomol Screen 15(9):1165–1170

    Article  PubMed  Google Scholar 

  • Yang D, Kim KH, Phimister A et al (2009) Developmental exposure to polychlorinated biphenyls interferes with experience-dependent dendritic plasticity and ryanodine receptor expression in weanling rats. Environ Health Perspect 117(3):426–435

    Article  PubMed  CAS  Google Scholar 

  • Yeyeodu ST, Witherspoon SM, Gilyazova N, Ibeanu GC (2010) A rapid, inexpensive high throughput screen method for neurite outgrowth. Curr Chem Genomics 4:74–83

    Article  PubMed  CAS  Google Scholar 

  • Zhang D, Wang Z, Jin N et al (2001) Microtubule disruption modulates the Rho-kinase pathway in vascular smooth muscle. J Muscle Res Cell Motil 22(2):193–200

    Article  PubMed  CAS  Google Scholar 

  • Zhang H, Schneider T, Wheeler-Kingshott CA, Alexander DC (2012) NODDI: practical in vivo neurite orientation dispersion and density imaging of the human brain. Neuroimage 61(4):1000–1016

    Article  PubMed  Google Scholar 

  • Zikopoulos B, Barbas H (2010) Changes in prefrontal axons may disrupt the network in autism. J Neurosci 30(44):14595–14609

    Article  PubMed  CAS  Google Scholar 

  • Zimmer B, Kuegler PB, Baudis B et al (2011) Coordinated waves of gene expression during neuronal differentiation of embryonic stem cells as basis for novel approaches to developmental neurotoxicity testing. Cell Death Differ 18(3):383–395

    Article  PubMed  CAS  Google Scholar 

  • Zimmer B, Lee G, Stiegler NV, et al. (2012) Evaluation of Developmental Toxicants and Signaling Pathways in a Functional Test Based on the Migration of Human Neural Crest Cells. Environ Health Perspect 120(8):1116–1122

    Google Scholar 

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Acknowledgments

We are indebted to many colleagues for valuable contributions and insightful discussions during the course of this work. This work was supported by grants and support from the Doerenkamp-Zbinden foundation, the German research foundation (research training group 1331), the European Commission’s Seventh Framework Programme (ESNATS) and the German ministry for research (BMBF).

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The authors declare no conflict of interest.

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Correspondence to Anne K. Krug.

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Krug, A.K., Balmer, N.V., Matt, F. et al. Evaluation of a human neurite growth assay as specific screen for developmental neurotoxicants. Arch Toxicol 87, 2215–2231 (2013). https://doi.org/10.1007/s00204-013-1072-y

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