Linking nanomaterial-induced mitochondrial dysfunction to existing adverse outcome pathways for chemicals

Main Article Content

Sivakumar Murugadoss
Ivana Vinković Vrček
Alexandra Schaffert
Martin Paparella
Barbara Pem
Anita Sosnowska
Maciej Stępnik
Marvin Martens
Egon L. Willighagen
Tomasz Puzyn
Mihaela Roxana Cimpan
Frauke Lemaire
Birgit Mertens
Maria Dusinska
Valérie Fessard
Peter H. Hoet

Abstract

The Adverse Outcome Pathway (AOP) framework plays a crucial role in the paradigm shift of toxicity testing towards the development and use of new approach methodologies. AOPs developed for chemicals are in theory applicable to nanomaterials (NMs). However, only subtle efforts have been made to integrate information on NM-induced toxicity into existing AOPs. In a previous study, we identified AOPs in the AOP-Wiki associated with the molecular initiating events (MIEs) and key events (KEs) reported for NMs in scientific literature. In a next step, we analyzed these AOPs and found that mitochondrial toxicity plays a significant role in several of them at the molecular and cellular levels. In this study, we aimed to generate hypothesis-based AOPs related to NM-induced mitochondrial toxicity. This was achieved by integrating science-based information collected on NM-induced mitochondrial toxicity into all existing AOPs in the AOP-Wiki, which already includes mitochondrial toxicity as a MIE/KE. The results showed that several AOPs in the AOP-Wiki related to the lung, liver, cardiovascular and nervous system, with extensively defined KEs and key event relationships (KERs), could be utilized to develop AOPs that are relevant for NMs. Our results also indicate that the majority of the studies included in our literature review were of poor quality, particularly in reporting NM physico-chemical characteristics, and NM-relevant mitochondrial MIEs were scarcely reported. This study highlights the potential role of NM-induced mitochondrial toxicity in human-relevant adverse outcomes and identifies useful AOPs in the AOP-Wiki for the development AOPs that are relevant for NMs.

Article Details

How to Cite
Murugadoss, S., Vinković Vrček, I., Schaffert, A., Paparella, M. ., Pem, B. ., Sosnowska, A., Stępnik, M., Martens, M. ., Willighagen, E. L., Puzyn, T. ., Roxana Cimpan, M. ., Lemaire, F. ., Mertens, B. ., Dusinska, M. ., Fessard, V. . and Hoet, P. H. . (2023) “Linking nanomaterial-induced mitochondrial dysfunction to existing adverse outcome pathways for chemicals”, ALTEX - Alternatives to animal experimentation. doi: 10.14573/altex.2305011.
Section
Articles
References

Alimohammadi, M., Meyburg, B., Ückert, A.-K. et al. (2023). EFSA Pilot Project on New Approach Methodologies (NAMs) for Tebufenpyrad Risk Assessment. Part 2. Hazard characterisation and identification of the Reference Point. EFSA Supporting Publications 20, 7794E. doi:10.2903/SP.EFSA.2023.EN-7794

Backer, J. M. and Weinstein, I. B. (1980). Mitochondrial DNA is a major cellular target for a dihydrodiol-epoxide derivative of benzo[a]pyrene. Science 209, 297–299. doi:10.1126/SCIENCE.6770466

Bajard, L., Adamovsky, O., Audouze, K. et al. (2023). Application of AOPs to assist regulatory assessment of chemical risks – Case studies, needs and recommendations. Environ Res 217. doi:10.1016/J.ENVRES.2022.114650

Barbir, R., Jiménez, R. R., Martín-Rapún, R. et al. (2021). Interaction of Differently Sized, Shaped, and Functionalized Silver and Gold Nanoparticles with Glycosylated versus Nonglycosylated Transferrin. ACS Appl Mater Interfaces 13, 27533–27547. doi:10.1021/ACSAMI.1C04063

Bessa, M. J., Brandão, F., Fokkens, P. H. B. et al. (2021). In Vitro Toxicity of Industrially Relevant Engineered Nanoparti-cles in Human Alveolar Epithelial Cells: Air-Liquid Interface versus Submerged Cultures. Nanomaterials (Basel) 11. doi:10.3390/NANO11123225

Brand, W., Peters, R. J. B., Braakhuis, H. M. et al. (2020). Possible effects of titanium dioxide particles on human liver, intestinal tissue, spleen and kidney after oral exposure. Nanotoxicology 14, 985–1007. doi:10.1080/17435390.2020.1778809

Brescia, S., Alexander-White, C., Li, H. et al. (2023). Risk assessment in the 21st century: where are we heading? Toxicol Res (Camb). doi:10.1093/toxres/tfac087

Burden, N., Sewell, F., Andersen, M. E. et al. (2015). Adverse Outcome Pathways can drive non-animal approaches for safety assessment. Journal of Applied Toxicology 35, 971–975. doi:10.1002/JAT.3165

Cabral-Costa, J. V. and Kowaltowski, A. J. (2020). Neurological disorders and mitochondria. Mol Aspects Med 71. doi:10.1016/J.MAM.2019.10.003

Cheimarios, N., Pem, B., Tsoumanis, A. et al. (2022). An In Vitro Dosimetry Tool for the Numerical Transport Modeling of Engineered Nanomaterials Powered by the Enalos RiskGONE Cloud Platform. Nanomaterials 12. doi:10.3390/NANO12223935/S1

Cohen, B. H. (2010). Pharmacologic effects on mitochondrial function. Dev Disabil Res Rev 16, 189–199. doi:10.1002/DDRR.106

Daiber, A., Kuntic, M., Hahad, O. et al. (2020). Effects of air pollution particles (ultrafine and fine particulate matter) on mitochondrial function and oxidative stress – Implications for cardiovascular and neurodegenerative diseases. Arch Biochem Biophys 696, 108662. doi:10.1016/J.ABB.2020.108662

Deloid, G. M., Cohen, J. M., Pyrgiotakis, G. et al. (2017). Preparation, characterization, and in vitro dosimetry of dispersed, engineered nanomaterials. Nature Protocols 2017 12:2 12, 355–371. doi:10.1038/nprot.2016.172

Delp, J., Cediel-Ulloa, A., Suciu, I. et al. (2021). Neurotoxicity and underlying cellular changes of 21 mitochondrial respira-tory chain inhibitors. Arch Toxicol 95, 591–615. doi:10.1007/S00204-020-02970-5

Diabaté, S., Armand, L., Murugadoss, S. et al. (2020). Air–Liquid Interface Exposure of Lung Epithelial Cells to Low Doses of Nanoparticles to Assess Pulmonary Adverse Effects. Nanomaterials 2021, Vol 11, Page 65 11, 65. doi:10.3390/NANO11010065

Dreier, D. A., Mello, D. F., Meyer, J. N. et al. (2019). Linking Mitochondrial Dysfunction to Organismal and Population Health in the Context of Environmental Pollutants: Progress and Considerations for Mitochondrial Adverse Outcome Pathways. Environ Toxicol Chem 38, 1625–1634. doi:10.1002/etc.4453

Ede, J. D., Lobaskin, V., Vogel, U. et al. (2020). Translating Scientific Advances in the AOP Framework to Decision Making for Nanomaterials. Nanomaterials 2020, Vol 10, Page 1229 10, 1229. doi:10.3390/NANO10061229

Fernández-Cruz, M. L., Hernández-Moreno, D., Catalán, J. et al. (2018). Quality evaluation of human and environmental toxicity studies performed with nanomaterials – the GUIDEnano approach. Environ Sci Nano 5, 381–397. doi:10.1039/C7EN00716G

Fetterman, J. L., Sammy, M. J. and Ballinger, S. W. (2017). Mitochondrial toxicity of tobacco smoke and air pollution. Toxi-cology 391, 18–33. doi:10.1016/J.TOX.2017.08.002

Gerloff, K., Landesmann, B., Worth, A. et al. (2017). The Adverse Outcome Pathway approach in nanotoxicology. Compu-tational Toxicology 1, 3–11. doi:10.1016/J.COMTOX.2016.07.001

Gorini, S., De Angelis, A., Berrino, L. et al. (2018). Chemotherapeutic drugs and mitochondrial dysfunction: Focus on doxo-rubicin, trastuzumab, and sunitinib. Oxid Med Cell Longev 2018. doi:10.1155/2018/7582730

Halappanavar, S., Van Den Brule, S., Nymark, P. et al. (2020). Adverse outcome pathways as a tool for the design of testing strategies to support the safety assessment of emerging advanced materials at the nanoscale. Particle and Fibre Toxi-cology 2020 17:1 17, 1–24. doi:10.1186/S12989-020-00344-4

Halappanavar, S., Ede, J. D., Mahapatra, I. et al. (2020). A methodology for developing key events to advance nanomateri-al-relevant adverse outcome pathways to inform risk assessment. doi:101080/1743539020201851419 15, 289–310. doi:10.1080/17435390.2020.1851419

Hartmann, N. B., Jensen, K. A., Baun, A. et al. (2015). Techniques and Protocols for Dispersing Nanoparticle Powders in Aqueous Media-Is there a Rationale for Harmonization? J Toxicol Environ Health B Crit Rev 18, 299–326. doi:10.1080/10937404.2015.1074969

Hayden, M. R. (2022). The Mighty Mitochondria Are Unifying Organelles and Metabolic Hubs in Multiple Organs of Obesi-ty, Insulin Resistance, Metabolic Syndrome, and Type 2 Diabetes: An Observational Ultrastructure Study. Interna-tional Journal of Molecular Sciences 2022, Vol 23, Page 4820 23, 4820. doi:10.3390/IJMS23094820

ISO (2012). ISO - ISO/TR 13014:2012 - Nanotechnologies — Guidance on physico-chemical characterization of engineered nanoscale materials for toxicologic assessment. Available at: https://www.iso.org/standard/52334.html [Accessed February 26, 2020].

Jacobs, M. N., Colacci, A., Corvi, R. et al. (2020). Chemical carcinogen safety testing: OECD expert group international consensus on the development of an integrated approach for the testing and assessment of chemical non-genotoxic carcinogens. Arch Toxicol 94, 2899–2923. doi:10.1007/S00204-020-02784-5/TABLES/2

Jayasundara, N. (2017). Ecological significance of mitochondrial toxicants. Toxicology 391, 64–74. doi:10.1016/J.TOX.2017.07.015

Khalifa, A. A., Rashad, R. M. and El-Hadidy, W. F. (2021). Thymoquinone protects against cardiac mitochondrial DNA loss, oxidative stress, inflammation and apoptosis in isoproterenol-induced myocardial infarction in rats. Heliyon 7, e07561. doi:10.1016/J.HELIYON.2021.E07561

Kirichenko, T. V. ; V. ;, Borisov, E. E. ;, Shakhpazyan, N. K. ; et al. (2022). Mitochondrial Implications in Cardiovascular Aging and Diseases: The Specific Role of Mitochondrial Dynamics and Shifts. International Journal of Molecular Sciences 2022, Vol 23, Page 2951 23, 2951. doi:10.3390/IJMS23062951

Kubickova, B. and Jacobs, M. N. (2023). Development of a reference and proficiency chemical list for human steatosis endpoints in vitro. Front Endocrinol (Lausanne) 14, 848. doi:10.3389/FENDO.2023.1126880

Li, A., Gao, M., Liu, B. et al. (2022). Mitochondrial autophagy: molecular mechanisms and implications for cardiovascular disease. Cell Death & Disease 2022 13:5 13, 1–15. doi:10.1038/s41419-022-04906-6

Massart, J., Borgne-Sanchez, A. and Fromenty, B. (2018). Drug-induced mitochondrial toxicity. Mitochondrial Biology and Experimental Therapeutics, 269–295. doi:10.1007/978-3-319-73344-9_13/COVER

Mech, A., Rauscher, H., Rasmussen, K. et al. (2020). The NanoDefine methods manual. Part 3, Standard operating proce-dures (SOPs). Publications Office of the EU. Available at: https://op.europa.eu/en/publication-detail/-/publication/b8bf4c68-4246-11ea-9099-01aa75ed71a1/language-en [Accessed August 15, 2023].

Meyer, J. N., Hartman, J. H. and Mello, D. F. (2018). Mitochondrial Toxicity. Toxicological Sciences. doi:10.1093/toxsci/kfy008

Meyer, J. N., Leung, M. C. K., Rooney, J. P. et al. (2013). Mitochondria as a target of environmental toxicants. Toxicol Sci 134, 1–17. doi:10.1093/TOXSCI/KFT102

Murugadoss, S. (2021). A strategy towards the generation of testable adverse outcome pathways for nanomaterials. ALTEX 38, 1–13. doi:10.14573/altex.2102191

Murugadoss, S., Brassinne, F., Sebaihi, N. et al. (2020). Agglomeration of titanium dioxide nanoparticles increases toxico-logical responses in vitro and in vivo. Part Fibre Toxicol 17, 1–14. doi:10.1186/S12989-020-00341-7/FIGURES/4

Murugadoss, S., Van Den Brule, S., Brassinne, F. et al. (2020). Is aggregated synthetic amorphous silica toxicologically relevant? Part Fibre Toxicol 17, 1–12. doi:10.1186/S12989-019-0331-3/TABLES/4

Murugadoss, S., Das, N., Godderis, L. et al. (2021). Identifying nanodescriptors to predict the toxicity of nanomaterials: a case study on titanium dioxide. Environ Sci Nano 8, 580–590. doi:10.1039/D0EN01031F

Murugadoss, S., Vrček, I. V., Pem, B. et al. (2021). A strategy towards the generation of testable adverse outcome pathways for nanomaterials. ALTEX 38, 580–594. doi:10.14573/ALTEX.2102191

Norat, P., Soldozy, S., Sokolowski, J. D. et al. (2020). Mitochondrial dysfunction in neurological disorders: Exploring mito-chondrial transplantation. npj Regenerative Medicine 2020 5:1 5, 1–9. doi:10.1038/s41536-020-00107-x

Nymark, P., Kohonen, P., Hongisto, V. et al. (2018). Toxic and Genomic Influences of Inhaled Nanomaterials as a Basis for Predicting Adverse Outcome. Ann Am Thorac Soc 15, S91–S97. doi:10.1513/ANNALSATS.201706-478MG

OECD (2017). Guidance Document on the Reporting of Defined Approaches and Individual Information Sources to be Used within Integrated Approaches to Testing and Assessment (IATA) for Skin Sensitisation, Series on Testing & As-sessment No. 256. OECD Publishing, Paris. doi:10.1787/9789264279285-en

OECD (2020a). OECD Guidelines for the Testing of Chemicals, Section 4 : Health Effects. Available at: https://www.oecd-ilibrary.org/environment/oecd-guidelines-for-the-testing-of-chemicals-section-4-health-effects_20745788 [Accessed April 3, 2023].

OECD (2020b). Report on Considerations from Case Studies on Integrated Approaches for Testing and Assessment (IATA), Series on Testing and Assessment No. 328. OECD Publishing, Paris. Available at: https://one.oecd.org/document/env/jm/mono(2020)24/en/pdf [Accessed April 28, 2023].

Pal, A. K., Bello, D., Cohen, J. et al. (2015). Implications of in vitro dosimetry on toxicological ranking of low aspect ratio engineered nanomaterials. Nanotoxicology 9, 871–885. doi:10.3109/17435390.2014.986670

Pyrgiotakis, G., Blattmann, C. O., Pratsinis, S. et al. (2013). Nanoparticle-nanoparticle interactions in biological media by atomic force microscopy. Langmuir 29, 11385–11395. doi:10.1021/LA4019585/SUPPL_FILE/LA4019585_SI_001.PDF

Qu, K., Yan, F., Qin, X. et al. (2022). Mitochondrial dysfunction in vascular endothelial cells and its role in atherosclerosis. Front Physiol 13. doi:10.3389/FPHYS.2022.1084604

Rolo, D., Tavares, A., Vital, N. et al. (2022). Overview of Adverse Outcome Pathways and Current Applications on Nano-materials. Adv Exp Med Biol 1357, 415–439. doi:10.1007/978-3-030-88071-2_17/COVER

Roubicek, D. A. and de Souza-Pinto, N. C. (2017). Mitochondria and mitochondrial DNA as relevant targets for environ-mental contaminants. Toxicology 391, 100–108. doi:10.1016/J.TOX.2017.06.012

Schaffert, A., Murugadoss, S., Mertens, B. et al. (2023). Cardiotoxicity of chemicals: Current regulatory guidelines, knowledge gaps, and needs. ALTEX - Alternatives to animal experimentation. doi:10.14573/ALTEX.2301121

Singh, K. P. and Gupta, S. (2014). Nano-QSAR modeling for predicting biological activity of diverse nanomaterials. RSC Adv 4, 13215–13230. doi:10.1039/c4ra01274g

Tang, X., Wang, Z., Hu, S. et al. (2022). Assessing Drug-Induced Mitochondrial Toxicity in Cardiomyocytes: Implications for Preclinical Cardiac Safety Evaluation. Pharmaceutics 2022, Vol 14, Page 1313 14, 1313. doi:10.3390/PHARMACEUTICS14071313

Thomas, D. G., Smith, J. N., Thrall, B. D. et al. (2018). ISD3: A particokinetic model for predicting the combined effects of particle sedimentation, diffusion and dissolution on cellular dosimetry for in vitro systems. Part Fibre Toxicol 15, 1–22. doi:10.1186/S12989-018-0243-7/FIGURES/8

Vietti, G., Lison, D. and van den Brule, S. (2016). Mechanisms of lung fibrosis induced by carbon nanotubes: Towards an Adverse Outcome Pathway (AOP). Part Fibre Toxicol 13, 1–23. doi:10.1186/S12989-016-0123-Y/FIGURES/3

Vuda, M. and Kamath, A. (2016). Drug induced mitochondrial dysfunction: Mechanisms and adverse clinical consequences. Mitochondrion 31, 63–74. doi:10.1016/J.MITO.2016.10.005

Vyas, S., Zaganjor, E. and Haigis, M. C. (2016). Mitochondria and Cancer. Cell 166, 555–566. doi:10.1016/J.CELL.2016.07.002

Wallace, D. C. (2012). Mitochondria and cancer. Nat Rev Cancer 12, 685–698. doi:10.1038/NRC3365

Wang, Z. M., Ying, Z., Bosy-Westphal, A. et al. (2010). Specific metabolic rates of major organs and tissues across adult-hood: evaluation by mechanistic model of resting energy expenditure. Am J Clin Nutr 92, 1369. doi:10.3945/AJCN.2010.29885

Werbner, B., Mohammad Tavakoli-Rouzbehani, O., Nima Fatahian, A. et al. (2023). The dynamic interplay between cardiac mitochondrial health and myocardial structural remodeling in metabolic heart disease, aging, and heart failure HHS Public Access. J Cardiovasc Aging 3. doi:10.20517/jca.2022.42

West, A. P. (2017). Mitochondrial dysfunction as a trigger of innate immune responses and inflammation. Toxicology 391, 54–63. doi:10.1016/J.TOX.2017.07.016

Russell, W.M.S. and Burch, R.L. (1959). The Principles of Humane Experimental Technique by W.M.S. Russell and R.L. Burch. Available at: https://caat.jhsph.edu/principles/the-principles-of-humane-experimental-technique [Accessed April 14, 2023].

Wu, D., Ma, Y., Cao, Y. et al. (2020). Mitochondrial toxicity of nanomaterials. Science of The Total Environment 702, 134994. doi:10.1016/J.SCITOTENV.2019.134994

van der Zalm, A. J., Barroso, J., Browne, P. et al. (2022). A framework for establishing scientific confidence in new ap-proach methodologies. Arch Toxicol 96, 2865. doi:10.1007/S00204-022-03365-4

Zolkipli-Cunningham, Z. and Falk, M. J. (2017). Clinical effects of chemical exposures on mitochondrial function. Toxicol-ogy 391, 90–99. doi:10.1016/J.TOX.2017.07.009

Most read articles by the same author(s)

1 2 > >>