PMID- 36558315 OWN - NLM STAT- PubMed-not-MEDLINE LR - 20221227 IS - 2079-4991 (Print) IS - 2079-4991 (Electronic) IS - 2079-4991 (Linking) VI - 12 IP - 24 DP - 2022 Dec 15 TI - Optimized High-Content Imaging Screening Quantifying Micronuclei Formation in Polymer-Treated HaCaT Keratinocytes. LID - 10.3390/nano12244463 [doi] LID - 4463 AB - Research on nano- and micro-plastic particles (NMPPs) suggests their potential threat to human health. Some studies have even suggested genotoxic effects of NMPP exposure, such as micronuclei (MN) formation, while others found the opposite. To clarify the ability of NMPP to induce MN formation, we used non-malignant HaCaT keratinocytes and exposed these to a variety of polystyrene (PS) and poly methyl methacrylate (PMMA) particle types at different concentrations and three different sizes. Investigations were performed following acute (one day) and chronic exposure (five weeks) against cytotoxic (amino-modified NMPPs) and genotoxic (methyl methanesulfonate, MMS) positive controls. An optimized high-content imaging workflow was established strictly according to OECD guidelines for analysis. Algorithm-based object segmentation and MN identification led to computer-driven, unsupervised quantitative image analysis results on MN frequencies among the different conditions and thousands of cells per condition. This could only be realized using accutase, allowing for partial cell detachment for optimal identification of bi-nucleated cells. Cytotoxic amino-modified particles were not genotoxic; MMS was both. During acute and long-term studies, PS and PMMA particles were neither toxic nor increased MN formation, except for 1000 nm PS particles at the highest concentration of unphysiological 100 microg/mL. Interestingly, ROS formation was significantly decreased in this condition. Hence, most non-charged polymer particles were neither toxic nor genotoxic, while aminated particles were toxic but not genotoxic. Altogether, we present an optimized quantitative imaging workflow applied to a timely research question in environmental toxicity. FAU - Saadati, Fariba AU - Saadati F AD - ZIK plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Felix-Hausdorff-Str. 2, 17489 Greifswald, Germany. AD - Clinic and Policlinic for Dermatology and Venereology, Rostock University Medical Center, Strempelstr. 13, 18057 Rostock, Germany. FAU - da Silva Brito, Walison Augusto AU - da Silva Brito WA AUID- ORCID: 0000-0001-7215-7945 AD - ZIK plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Felix-Hausdorff-Str. 2, 17489 Greifswald, Germany. AD - Department of General Pathology, State University of Londrina, Rodovia Celso Garcia Cid, Londrina 86057970, Brazil. FAU - Emmert, Steffen AU - Emmert S AUID- ORCID: 0000-0001-5630-4204 AD - Clinic and Policlinic for Dermatology and Venereology, Rostock University Medical Center, Strempelstr. 13, 18057 Rostock, Germany. FAU - Bekeschus, Sander AU - Bekeschus S AUID- ORCID: 0000-0002-8773-8862 AD - ZIK plasmatis, Leibniz Institute for Plasma Science and Technology (INP), Felix-Hausdorff-Str. 2, 17489 Greifswald, Germany. LA - eng GR - 03Z22DN11/Federal Ministry of Education and Research/ GR - 03Z22Di1/Federal Ministry of Education and Research/ GR - 03Z22D511/Federal Ministry of Education and Research/ PT - Journal Article DEP - 20221215 PL - Switzerland TA - Nanomaterials (Basel) JT - Nanomaterials (Basel, Switzerland) JID - 101610216 PMC - PMC9788386 OTO - NOTNLM OT - Operetta CLS OT - algorithm OT - cytotoxicity OT - micro-plastic OT - nano-plastic COIS- The authors declare no conflict of interest. EDAT- 2022/12/24 06:00 MHDA- 2022/12/24 06:01 PMCR- 2022/12/15 CRDT- 2022/12/23 01:52 PHST- 2022/10/25 00:00 [received] PHST- 2022/12/06 00:00 [revised] PHST- 2022/12/09 00:00 [accepted] PHST- 2022/12/23 01:52 [entrez] PHST- 2022/12/24 06:00 [pubmed] PHST- 2022/12/24 06:01 [medline] PHST- 2022/12/15 00:00 [pmc-release] AID - nano12244463 [pii] AID - nanomaterials-12-04463 [pii] AID - 10.3390/nano12244463 [doi] PST - epublish SO - Nanomaterials (Basel). 2022 Dec 15;12(24):4463. doi: 10.3390/nano12244463.