1. DNA Damage Induction After Exposure to Ferrite Nanoparticles for biomedical applications (MxFe3-xO4, M = Fe, Zn, Mn) in an Advanced 3D Human Hepatic in vitro Model : version v1Iza Rozman, Alja Štern, Bojana Žegura, Álvaro Gallo-Cordova, María del Puerto Morales, Domen Hočevar, Gerardo F. Goya, 2025, research data Abstract: Nanosized spinel-type ferrites have gained recognition as a unique class of engineered nanomaterials with promising applications, but their safety profiles remain insufficiently explored. Although iron (Fe), zinc (Zn), and manganese (Mn) are biologically relevant elements, the use of Zn- and Mn-containing ferrite nanoparticles in biomedical contexts demands careful (geno)toxicity evaluation. In this study, three ferrite nanoparticles – γFe2O3 (FeNPs), Zn0.7Fe2.3O4 (ZnNPs), and Mn0.4Fe2.6O4 (MnNPs) – synthesised through a microwave-assisted polyol route, functionalized with citric acid to improve colloidal stability, were evaluated for their potential (geno)toxic effects in an advanced in vitro 3D cell model, HepG2 spheroids. DNA damage induction was studied using the alkaline comet assay. After 24 and 96 hours of exposure, spheroids were dissociated into a single-cell suspension by collagenase treatment. Each spheroid was incubated in 0.25% trypsin–EDTA for 3 minutes and then gently dissociated into a single-cell suspension using cut pipette tips. After this the comet assay was conducted under conditions described in the Supplement material (Table 1). The cell suspension was combined with 1% low-melting-point (LMP) agarose and layered onto fully frosted slides pre-coated with 1% normal-melting-point (NMP) agarose. Slides were lysed, the nucleoids unwound and electrophoresis preformed, followed by neutralisation of the gells. Keywords: TEM, ferrite-based nanoparticles, HepG2 spheroids, DNA damage, comet assay Published in DiRROS: 17.08.2026; Views: 181; Downloads: 199
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2. Genotoxic effects of graphene quantum dots in an advanced in vitro human hepatic 3D model : version v1Irma Durmišević, Anja Haverić, Sonja Žabkar, Alja Štern, Bojana Žegura, 2026, research data Abstract: Graphene quantum dots (GQDs) are nanoscale carbon-based materials characterized by a tunable bandgap and unique physicochemical features. Typically composed of only a few atomic layers and measuring under 10 nm in lateral dimension, they show excellent biocompatibility and low toxicity, making them attractive for biomedical uses. Their strong photoluminescent properties support applications in optical and electrical sensing, bioimaging, cancer therapy, and the development of high‑performance nanocomposites.
In this study, two types of GQDs—green‑emitting (G‑GQD) and blue‑emitting (B‑GQD)—were examined, differing primarily in their optical properties, particularly the colour of emitted light dictated by their bandgap. Potential genotoxicity was evaluated using a 3D human hepatocellular carcinoma (HepG2) spheroid model. DNA damage induction was assessed with the comet assay, after 24‑hour exposure to 12.5, 25, 50, and 100 µg/mL of B‑ and G‑GQDs.
Single-cell suspensions from spheroids were obtained using a combination of mechanical disruption and enzymatic digestion (Štempar et al., 2019). Following 24-hour exposure to B- and G-GQD at concentrations of 12.5, 25, 50, and 100 µg/mL (corresponding to 5, 10, 20, and 40 µg/cm2) and 30 μg/mL BaP as the positive control, spheroids were collected and treated with a mixture of collagenase and TrypLE, diluted in serum-free medium (1:20:9), for 10 minutes. Spheroids were then mechanically dissociated into a single-cell suspension by pipetting. The subsequent steps followed the standard monolayer cell culture protocol. Briefly, 30 μL of the cell suspension was mixed with 70 μL of 1% low-melting-point (LMP) agarose and applied to fully frosted slides pre-coated with a layer of 1% normal-melting-point (NMP) agarose. The slides were lysed in a solution containing 0.1 M EDTA, 2.5 M NaOH (pH 10), 0.01 M Tris, and 1% Triton X-100 for 1 hour at 4°C. DNA was unwound and electrophoresed in an alkaline solution (300 mM NaOH, 1 mM EDTA, pH 13) for 20 minutes at 25 V and 300 mA (0.5–1 V/cm). The slides were then neutralised using 0.4 M Tris buffer (pH 7.5), and the gels were stained with GelRed. Images were captured and analysed using an Eclipse 800 fluorescence microscope (Nikon, Japan) equipped with a Basler camera and the Comet IV image analysis software (Perceptive Instruments, UK). Three independent experiments were conducted, with 50 randomly selected nuclei analysed per experimental condition. Results were expressed as the percentage of tail DNA. Keywords: nanomaterials, graphene quantum dots, HepG2 spheroids, toxicity Published in DiRROS: 31.07.2026; Views: 289; Downloads: 219
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3. Toxicity assessment of three emerging bisphenols (BPA, BPAP and BPC) and their binary mixtures in an advanced in vitro 3D HepG2 cell modelMartina Štampar, Tim Ravnjak, Alja Štern, Bojana Žegura, 2026, original scientific article Abstract: Bisphenols (BPs) are industrial chemicals extensively used in polycarbonate plastics and epoxy resins for everyday products, including food and beverage containers, toys, and thermal paper, representing major sources of human exposure. Bisphenol A (BPA) is the most prevalent; however, due to its endocrine-disrupting, reproductive, and genotoxic effects, it is classified as a substance of high concern by the European Chemicals Agency. Regulatory restrictions have prompted the use of structural analogues, including bisphenol AP (BPAP) and bisphenol C (BPC); however, emerging evidence suggests they may pose similar or greater health risks. Comprehensive data on their toxicity and human exposure, especially in mixtures, remain limited. This study assessed the cytotoxic and genotoxic effects of BPA, and less studied analogues BPAP, BPC, and their binary mixtures using a human-relevant 3D HepG2 spheroid model, representing an advanced in vitro system. Spheroids were exposed for 24 and 96 h, and effects were evaluated by ATP-based viability assays, comet assay, and targeted transcriptomics. None of the bisphenols induced significant cytotoxicity, although slight reductions in viability were observed for BPAP, BPC, and mixtures. DNA strand breaks were detected after exposure to BPA, BPC, and mixtures. Transcriptomic analysis revealed modest stress responses and strong upregulation of xenobiotic metabolism genes (CYP1A1, CYP1A2, CYP3A4, UGT1A1, NAT2), indicating cellular recognition of the tested bisphenols as bioactive xenobiotics. Antioxidant and DNA repair genes were largely unchanged, except for upregulation of oxidative stress markers HMOX1 and SRXN1 and a slight increase in OGG1, indicating oxidative DNA damage. Importantly, mixture effects were predominantly additive, with no evidence of synergistic interactions under the tested conditions. Overall, bisphenol exposure primarily triggered oxidative stress and metabolic responses rather than robust DNA damage signalling, suggesting that genotoxicity is largely mediated by reactive oxygen species. By integrating multiple endpoints in a 3D liver model, this study provides a more comprehensive assessment of bisphenol toxicity and highlights potential risks associated with BPA analogues and their mixtures, supporting the need for a comprehensive safety assessment to evaluate their suitability as replacements in consumer products. Keywords: bisphenol, DNA damage, oxidative stress, complex mixtures, metabolism Published in DiRROS: 10.07.2026; Views: 279; Downloads: 285
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4. Glucose coated FeO@Fe3O4 nanoparticles show tunable catalytic reactivity and safety in a 3D hepatic in vitro modelMarco A. Morales Ovalle, Iza Rozman, Elin L. Winkler, Enio Lima, Alja Štern, Katja Kološa, Bojana Žegura, Gerardo F. Goya, 2026, original scientific article Abstract: Iron-oxide magnetic nanoparticles (MNPs) have been extensively investigated as magnetically actuated nanocatalysts for diagnostic and therapeutic applications. However, because wüstite/magnetite/maghemite phases can interconvert, coexisting Fe2+/Fe3+ species may redirect Fenton-like chemistry and generate reactive oxygen species (ROS) profiles that differ from the intended biocatalytic pathway. Here, we investigate monodisperse biphasic FeO@Fe3O4 core-shell MNPs with an average particle size ⟨d⟩ = 9.6(5) nm, and their glucose-coated analogue, combining EPR radical analysis with toxicity testing in a 3D HepG2 hepatic spheroid model. Naked particles exhibited conventional Fenton-like behavior dominated by hydroxyl radicals (⋅OH), whereas glucose coating markedly suppressed ⋅OH while increasing hydroperoxyl radicals (⋅OOH; ≈55 pM at 60 min), demonstrating ligand-controlled rerouting of the radical pathway. TEM mapping across spheroid cross-sections showed preferential MNP accumulation in the outer layer, with most observed events confined to the outer ≈10–15 μm, corresponding to an approximately one-cell-thick rim; sparse deeper events were observed up to ≈30–35 μm. MNPs produced dose- and time-dependent cytotoxicity in HepG2 spheroids, with IC50 values of 29.3 (24 h) and 10.8 (96 h) µg·cm− 2, without evidence of lipid peroxidation or genotoxicity. MDA levels remained unchanged, the comet assay showed no increase in DNA damage, and γH2AX and phospho-H3 (p-H3) positive events were not detected. Our results show that glucose functionalization provides a simple route to modulate radical pathways and define operational windows for redox-active FeO@Fe3O4 nano-reactors in oxidative nanomedicine. Keywords: iron-oxide nanoparticles, Fenton-like catalysis, cytotoxicity, genotoxicity, HepG2 spheroids Published in DiRROS: 02.06.2026; Views: 334; Downloads: 285
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5. TEM images of HepG2 spheroids exposed to magnetic Ferite-based Nanoparticles MxFe3-xO4 (M=Fe, Zn, Mn) for 24 and 96 hours : version v1Marco A. Morales Ovalle, Iza Rozman, Alja Štern, Gerardo F. Goya, Álvaro Gallo-Cordova, María del Puerto Morales, Bojana Žegura, 2025, research data Abstract: Nanosized spinel-type ferrites have gained recognition as a unique class of engineered nanomaterials with promising applications, but their safety profiles remain insufficiently explored. Although iron (Fe), zinc (Zn), and manganese (Mn) are biologically relevant elements, the use of Zn- and Mn-containing ferrite nanoparticles (NPs) in biomedical contexts demands careful (geno)toxicity evaluation. In this study, three ferrite NPs – γFe2O3 (FeNPs), Zn0.7Fe2.3O4 (ZnNPs), and Mn0.4Fe2.6O4 (MnNPs) – synthesised through a microwave-assisted polyol route, functionalized with citric acid to improve colloidal stability, were evaluated for their potential (geno)toxic effects in an advanced in vitro 3D cell model, HepG2 spheroids. To assess the spatial distribution of the tested NPs within the 3D cellular architecture of HepG2 spheroids, TEM analysis was performed after 24 and 96 hours of exposure. HepG2 spheroids were exposed to each NP type at a concentration of 50 µg/mL. Following incubation, spheroids were collected, gently washed with phosphate-buffered saline (PBS, pH 7.4) to remove unbound NP, and fixed in 2 % glutaraldehyde in 0.1 M phosphate buffer (PB, pH 7.2) for 2 hours at room temperature, followed by incubation in 1.5 % glutaraldehyde in 0.05 M PB at 4°C overnight. Post-fixation was carried out with 1% osmium tetroxide for 1 hour at room temperature, followed by dehydration through a graded ethanol series (30%, 50%, 70%, 90%, and absolute ethanol) and infiltration with epoxy resin. For cross-sectional analysis, resin-embedded spheroids were polymerised at 60 °C for 48 hours, and ultrathin sections (~70 nm) were obtained using an ultramicrotome. Sections were collected on copper grids and stained with uranyl acetate (2% aqueous) and lead citrate to enhance contrast. Imaging was performed using a Tecnai T20 transmission electron microscope (Thermo Fisher Scientific, USA) operated at 200 kV. For each sample and time point, at least three spheroids were analysed. Additionally, in one selected spheroid, a systematic series of TEM images was acquired along a straight linear trajectory across the section, beginning at one external edge of the spheroid and progressing through consecutive adjacent fields until reaching the opposite border, and then the images were composed into a single frame. Keywords: TEM, ferrite-based nanoparticles, HepG2 spheroids, internalization, bioaccumulation Published in DiRROS: 24.03.2026; Views: 485; Downloads: 446
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6. Transcriptomic responses of oxidative and genotoxic stress responsive genes after exposure to MxFe3-xO4 (M = Fe, Zn, Mn) in an advanced 3D human hepatic in vitro model : version v1Iza Rozman, Alja Štern, Bojana Žegura, Gerardo F. Goya, Álvaro Gallo-Cordova, María del Puerto Morales, 2025, research data Abstract: Nanosized spinel-type ferrites have gained recognition as a unique class of engineered nanomaterials with promising applications, but their safety profiles remain insufficiently explored. Although iron (Fe), zinc (Zn), and manganese (Mn) are biologically relevant elements, the use of Zn- and Mn-containing ferrite nanoparticles in biomedical contexts demands careful (geno)toxicity evaluation. In this study, three ferrite nanoparticles – γFe2O3 (FeNPs), Zn0.7Fe2.3O4 (ZnNPs), and Mn0.4Fe2.6O4 (MnNPs) – synthesised through a microwave-assisted polyol route, functionalized with citric acid to improve colloidal stability, were evaluated for their potential (geno)toxic effects in an advanced in vitro 3D cell model, HepG2 spheroids. Cellular stress responses upon exposure to the particle were assessed using toxicogenomic analysis.This approach allows the identification of early molecular events that may precede overt toxicity, supporting a mechanistic understanding of adverse outcomes and facilitating the development of predictive biomarkers for hazard assessment. In the present study, the expression of selected DNA damage-responsive genes (TP53, MDM2, GADD45a, CDKN1A, OGG1, and JUNB), apoptosis-related genes (BCL2 and BAX) and oxidative stress response genes (SOD1, CAT, GPX1, GCLC, and GSR) was evaluated. The expression of the selected genes after exposure to the tested nanoparticles was analysed by qPCR primer assays (Applied Biosystems, USA) and One 48.48 Dynamic Array IFC for Gene Expression (Fluidigm, USA). After 24 and 96 hours of exposure, the spheroids were collected, and total RNA was isolated using the RNeasy Mini Kit from Qiagen (Qiagen, Germany) according to the manufacturer's instructions. 10 µg/mL etoposide served as athe positive control for the toxicogenomic analysis. RNA concentration and purity were assessed using a NanoDrop 1000 spectrophotometer (Thermo Fisher Scientific) by measuring absorbance at 260/280 nm and gele efectrophoresis (Figure 1). Reverse transcription of 1 µg total RNA per sample was performed with the High-Capacity cDNA Reverse Transcription Kit (Applied Biosystems, MA, USA) on a BIO-RAD T100 thermal cycler under conditions listed in Table 3. For preamplification, 4 µL of each of the 24 selected TaqMan assays (SM2) were pooled into a primer mix. The reaction mixture was prepared using TATAA PreAmp GrandMasterMix (Tataa Biocenter, Sweden), the primer pool, and nuclease-free water, following manufacturer instructions. Negative controls (NTC for preamplification and NTCq for qPCR) were included. Each reaction contained 8 µL of mix and 2 µL of 5× diluted cDNA, processed in a 96-deep well plate, sealed, vortexed, and centrifuged (1000 g, 1 min). Preamplification was carried out on a BIO-RAD T100 thermal cycler under conditions in Table 4. Gene expression analysis used TaqMan Universal PCR Master Mix and TaqMan Gene Expression Assays (Table 6). Preamplified samples were diluted 10× with nuclease-free water. Assays were prepared by mixing equal volumes (6 µL) of each assay with Fluidigm Assay Loading Reagent Kit – 10IFCS. The reaction premix combined DNA Sample Loading Reagent and Fast Probe Master Mix (Biotium/Roche) and was added to each diluted cDNA sample. qPCR was performed on 48.48 Dynamic Array™ IFC chips using the Fluidigm BioMark™ HD System under conditions in Table 5. Data were analysed with Fluidigm Gene Expression Analysis Software and quantGenious. Fold changes >1.5 or <0.66 were considered biologically relevant. Statistical significance between NP-exposed cells and solvent controls was assessed using ANOVA and Dunnett’s test in GraphPad Prism v9 (GraphPad Software, CA, USA). Keywords: ferrite-based nanoparticles, HepG2 spheroids, toxicogenomics, changes in gene expression Published in DiRROS: 24.03.2026; Views: 477; Downloads: 497
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7. In vitro toxicity assessment of graphene quantum dots using a 3D HepG2 modelIrma Durmišević, Anja Haverić, Sonja Žabkar, Alja Štern, Katja Kološa, Petra Jenuš, Iza Rozman, Bojana Žegura, 2026, original scientific article Abstract: In the present study, two types of graphene quantum dots (GQDs) were investigated: green-emitting (G-GQDs) and blue-emitting (B-GQDs). Physicochemical characterisation was performed using transmission electron microscopy (TEM), zeta potential, and hydrodynamic radius measurements to evaluate the morphology, particle size, aggregation behaviour, and colloidal stability of the GQDs in both water and cell culture medium. G-GQDs exhibited superior colloidal stability and more uniform dispersion than B-GQDs, whereas both types showed reduced aggregation and surface charge in cell culture medium due to protein corona formation. Toxicological characterisation was performed using an in vitro human hepatocellular carcinoma (HepG2) 3D spheroid model, with GQDs exposures up to 250 µg/mL (100 µg/cm2). Cytotoxicity was measured using the CellTiter-Glo luminometric assay, while genotoxicity was evaluated by the comet assay and flow cytometric analysis of γH2AX and phosphorylated histone H3 (p-H3) after 24 h of exposure. Both GQDs induced dose-dependent cytotoxic effects in HepG2 spheroids. At non-cytotoxic concentrations, a dose-dependent increase in DNA damage was observed, as determined by the comet assay. However, no evidence of DNA double-strand breaks (γH2AX) or elevated p-H3 levels was detected, suggesting the absence of clastogenic and aneugenic activity. The observed DNA single-strand breaks may be partly attributed to reactive oxygen species induction. These results indicate that, although GQDs induced cytotoxicity and single-strand DNA damage, no clear evidence of more severe genotoxic effects was observed under the tested conditions. Further studies are warranted to elucidate underlying mechanisms and comprehensively assess the safety profile of GQDs for biomedical applications. Keywords: nanomaterials, graphene quantum dots, HepG2 spheroids, toxicity Published in DiRROS: 19.03.2026; Views: 652; Downloads: 237
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8. New mitochondrial ▫$K_V$▫1.3 conjugates are potent and specific inducers of apoptosis in cancer modelsŠpela Gubič, Marzia Fois, Ivan Džajić, Katja Kološa, Alja Štern, Maša Omerzel, Tim Božič, Boštjan Markelc, Tanja Jesenko, Maja Čemažar, Bojana Žegura, Tina Kosjek, Andrej Emanuel Cotman, Tihomir Tomašič, Lucija Peterlin-Mašič, 2026, original scientific article Keywords: mitochondrial targeting, mitochondrial KV1.3, apoptosis, cancer Published in DiRROS: 12.02.2026; Views: 803; Downloads: 512
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9. Data from: Single and combined toxicity of BPA, BPAP, and BPC in a 3D human hepatic modelMartina Štampar, Tim Ravnjak, Alja Štern, Bojana Žegura, 2026, research data Keywords: bisphenol, DNA damage, oxidative stress, complex mixtures, metabolism Published in DiRROS: 03.02.2026; Views: 396; Downloads: 277
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10. Safety of ferrite nanoparticles for biomedical applications: cyto- and genotoxic effects of MxFe3-xO4 (M = Fe, Zn, Mn) in an advanced 3D human hepatic in vitro modelIza Rozman, Álvaro Gallo-Cordova, María del Puerto Morales, Marco A. Morales Ovalle, Gerardo F. Goya, Katja Kološa, Domen Hočevar, Bojana Žegura, Alja Štern, 2026, original scientific article Abstract: Given the growing interest in nanosized spinel-type ferrite nanoparticles for biomedical applications and the limited information on their safety, this study aimed to assess their cellular and genotoxic effects in an in vitro 3D human hepatic cell model (HepG2 spheroids). Ferrite nanoparticles – γFe2O3 (FeNPs; 14 ± 4 nm), Zn0.7Fe2.3O4 (ZnNPs; 14 ± 5 nm), and Mn0.4Fe2.6O4 (MnNPs; 7 ± 2 nm) – were synthesised through a microwave-assisted polyol route, functionalized with citric acid, and characterised using Inductively Coupled Plasma Optical Emission Spectroscopy (ICP-OES), Transmission Electron Microscopy (TEM), X-ray Diffraction (XRD), and Fourier Transform Infrared Spectroscopy (FTIR). Nanoparticle uptake was analysed using TEM, cytotoxicity was measured with CellTiter-Glo®, and oxidative stress induction was assessed using the 2′,7′-Dichlorodihydrofluorescein diacetate (DCFH-DA) and malondialdehyde (MDA) assay. Genotoxic effects were evaluated using the comet, γH2AX and p-H3 assays. Cellular stress responses were assessed using toxicogenomic analysis. Significant cytotoxicity of the tested nanoparticles (0.1–250 µg/mL) was observed; however, TEM analysis revealed limited penetration to the outermost cell layers of spheroids. Notably, only FeNPs induced ROS generation, while MDA levels remained unchanged in all tested samples. Low DNA damage was detected at 24 h, but a significant increase was observed at 96 h (5–50 µg/mL). No increase in γH2AX or p-H3 was found. No substantial alterations in DNA damage or oxidative stress-response gene expression were detected. Altogether, our findings suggest that the effects of ferrite nanoparticles are time- and composition-dependent, underlining the importance of further mechanistic and chronic exposure evaluations in 3D cell models. Keywords: DNA damage, genotoxicity, HepG2 spheroids, magnetic ferrite-based nanoparticles, ROS induction, safety assessment, toxicogenomics Published in DiRROS: 27.01.2026; Views: 706; Downloads: 916
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