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Luijten M, Vlaanderen J, Kortenkamp A, Antignac JP, Barouki R, Bil W, van den Brand A, den Braver-Sewradj S, van Klaveren J, Mengelers M, Ottenbros I, Rantakokko P, Kolossa-Gehring M, Lebret E. Mixture risk assessment and human biomonitoring: Lessons learnt from HBM4EU. Int J Hyg Environ Health 2023; 249:114135. [PMID: 36758443 DOI: 10.1016/j.ijheh.2023.114135] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 01/14/2023] [Accepted: 02/01/2023] [Indexed: 02/10/2023]
Abstract
Unintentional chemical mixtures that are present in the environment are of societal concern as the (environmental) chemicals contained therein, either singly or in combination, may possess properties that are hazardous (toxic) for human health. The current regulatory practice, however, is still largely based on evaluating single chemical substances one-by-one. Over the years various research efforts have delivered tools and approaches for risk assessment of chemical mixtures, but many of these were not considered sufficiently mature for regulatory implementation. This is (partly) due to mixture risk assessment (MRA) being very complex because of the large number of chemicals present in the environment. A key element in risk assessment is information on actual exposures in the population of interest. To date, information on actual personal (internal) mixture exposures is largely absent, severely limiting MRA. The use of human biomonitoring data may improve this situation. Therefore, we investigated within the European Human Biomonitoring Initiative (HBM4EU) various approaches to assess combined exposures and MRA. Based on the insights and lessons learnt in the context of the HBM4EU project, conclusions as well as recommendations for policy development regarding chemical mixtures and for further research were drafted. These conclusions and recommendations relate to both exposure and adverse health effects in humans. The recommendations were discussed with stakeholders in a workshop held in October 2021. There was considerable support and agreement with the spirit, scope and intention of the draft recommendations. Here we describe the lessons learnt on mixture risk assessment through the HBM4EU project and present the final recommendations. Overall, HBM4EU results demonstrated the potential of human biomonitoring as an instrument to obtain insight into the real-life mixtures the human population is exposed to. Also, HBM4EU results demonstrated that chemical mixtures are of public health concern. In the majority of the cases, it was possible to identify risk drivers, i.e. chemicals that contribute more strongly than others to the health risk. The novel approaches to identify co-occurrence patterns demonstrated clusters of co-occurring chemicals; chemicals in these mixture clusters are regulated independently under different legislative frameworks. Moreover, HBM4EU data and expertise can support a science-based derivation of a Mixture Assessment Factor and gauge potential impacts on the population's exposure to chemicals. While further expansion is needed on various aspects of the mixture activities carried out in the context of HBM4EU, application of available methodologies for mixture risk assessment should already be implemented to the degree possible.
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Affiliation(s)
- Mirjam Luijten
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands.
| | - Jelle Vlaanderen
- Utrecht University, Institute for Risk Assessment Sciences, Utrecht, the Netherlands
| | - Andreas Kortenkamp
- Centre for Pollution Research and Policy, College of Health, Medicine and Life Sciences, Department of Life Sciences, Brunel University London, Uxbridge, UK
| | | | | | - Wieneke Bil
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Annick van den Brand
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | | | - Jacob van Klaveren
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Marcel Mengelers
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | - Ilse Ottenbros
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Utrecht University, Institute for Risk Assessment Sciences, Utrecht, the Netherlands
| | - Panu Rantakokko
- Department of Health Security, Finnish Institute for Health and Welfare (THL), Kuopio, Finland
| | | | - Erik Lebret
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Utrecht University, Institute for Risk Assessment Sciences, Utrecht, the Netherlands
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Vredenburg G, den Braver-Sewradj S, van Vugt-Lussenburg BMA, Vermeulen NPE, Commandeur JNM, Vos JC. Activation of the anticancer drugs cyclophosphamide and ifosfamide by cytochrome P450 BM3 mutants. Toxicol Lett 2014; 232:182-92. [PMID: 25448283 DOI: 10.1016/j.toxlet.2014.11.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Revised: 10/27/2014] [Accepted: 11/03/2014] [Indexed: 11/17/2022]
Abstract
Cyclophosphamide (CPA) and ifosfamide (IFA) are widely used anticancer agents that require metabolic activation by cytochrome P450 (CYP) enzymes. While 4-hydroxylation yields DNA-alkylating and cytotoxic metabolites, N-dechloroethylation results in the generation of neuro- and nephrotoxic byproducts. Gene-directed enzyme prodrug therapies (GDEPT) have been suggested to facilitate local CPA and IFA bioactivation by expressing CYP enzymes within the tumor cells, thereby increasing efficacy. We screened bacterial CYP BM3 mutants, previously engineered to metabolize drug-like compounds, for their ability to catalyze 4-hydroxylation of CPA and IFA. Two CYP BM3 mutants showed very rapid initial bioactivation of CPA and IFA, followed by a slower phase of product formation. N-dechloroethylation by these mutants was very low (IFA) to undetectable (CPA). Using purified CYP BM3 as an extracellular bioactivation tool, cytotoxicity of CPA and IFA metabolism was confirmed in U2OS cells. This novel application of CYP BM3 possibly provides a clean and catalytically efficient alternative to liver microsomes or S9 for the study of CYP-mediated drug toxicity. To our knowledge, the observed rate of CPA and IFA 4-hydroxylation by these CYP BM3 mutants is the fastest reported to date, and might be of potential interest for CPA and IFA GDEPT.
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Affiliation(s)
- Galvin Vredenburg
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences (CPS), VU University Amsterdam, De Boelelaan 1083, Amsterdam 1081 HV, The Netherlands
| | - Shalenie den Braver-Sewradj
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences (CPS), VU University Amsterdam, De Boelelaan 1083, Amsterdam 1081 HV, The Netherlands
| | | | - Nico P E Vermeulen
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences (CPS), VU University Amsterdam, De Boelelaan 1083, Amsterdam 1081 HV, The Netherlands
| | - Jan N M Commandeur
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences (CPS), VU University Amsterdam, De Boelelaan 1083, Amsterdam 1081 HV, The Netherlands
| | - J Chris Vos
- AIMMS-Division of Molecular Toxicology, Department of Chemistry and Pharmaceutical Sciences (CPS), VU University Amsterdam, De Boelelaan 1083, Amsterdam 1081 HV, The Netherlands.
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