Correction
1 Apr 2024: The PLOS One Staff (2024) Correction: Opportunistic gill infection is associated with TiO2 nanoparticle-induced mortality in zebrafish. PLOS ONE 19(4): e0301783. https://doi.org/10.1371/journal.pone.0301783 View correction
Figures
Abstract
The large amounts of engineered titanium dioxide nanoparticles (TiO2NPs) that have been manufactured have inevitably been released into the ecosystem. Reports have suggested that TiO2 is a relatively inert material that has low toxicity to animals. However, as various types of NPs increasingly accumulate in the ocean, their effects on aquatic life-forms remain unclear. In this study, a zebrafish model was used to investigate TiO2NP-induced injury and mortality. We found that the treatment dosages of TiO2NP are positively associated with increased motility of zebrafish and the bacterial counts in the water. Notably, gill but not dorsal fin and caudal fin of the zebrafish displayed considerably increased bacterial load. Metagenomic analysis further revealed that gut microflora, such as phyla Proteobacteria, Bacteroidetes, and Actinobacteria, involving more than 95% of total bacteria counts in the NP-injured zebrafish gill samples. These results collectively suggest that opportunistic bacterial infections are associated with TiO2NP-induced mortality in zebrafish. Infections secondary to TiO2NP-induced injury could be a neglected factor determining the detrimental effects of TiO2NPs on wild fish.
Citation: Huang C-Y, Yu W-S, Liu G-C, Hung S-C, Chang J-H, Chang J-C, et al. (2021) Opportunistic gill infection is associated with TiO2 nanoparticle-induced mortality in zebrafish. PLoS ONE 16(7): e0247859. https://doi.org/10.1371/journal.pone.0247859
Editor: Yogendra Kumar Mishra, University of Southern Denmark, DENMARK
Received: October 21, 2020; Accepted: February 15, 2021; Published: July 20, 2021
Copyright: © 2021 Huang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The NGS data are available on the NCBI Sequence Read Archive (SRR14876120).
Funding: This work was supported by research funding from Ministry of Science and Technology, Taiwan (98-2320-B-320-004MY3, 101-2320-B-320-004-MY3, 105-2923-B-320-001-MY3, 107-2311-B-320-002-MY3), Tzu-Chi University (TCIRP95002; TCIRP98001; TCIRP101001) and Tzu-Chi Medical Foundation (TC-NHRI105-02; TCMMP104-06; TCMMP 108-02-02; TCMMP108-04; TCAS-108-01).
Competing interests: The authors have declared that no competing interests exist.
Introduction
Titanium dioxide (TiO2) forms naturally as the well-known minerals rutile, anatase, and brookite phases. Industrial production of TiO2 occurs at a large scale, and an estimated 165,050,000 metric tons of TiO2 were produced worldwide between 1916 and 2011 [1]. Products containing TiO2 nanoparticles (TiO2NPs), such as sunscreen, cosmetics, paints, and semiconductors, are widely manufactured in various industries [2, 3]. For example, upon ultraviolet (UV) irradiation, the photocatalytic properties of TiO2 in the form of anatase enable it to catalyze H2O to release reactive oxygen species [4–6], which can be used in disinfectants and self-cleaning products [4, 5, 7–12]. The UV-shielding property of TiO2 has led to its use in skin-protecting sunscreens and cosmetics [13–15]. Although TiO2 is a vital component of these everyday products, its use means that human-made TiO2NPs will inevitably be released into the ecosystem. Experimental data–based safety guidelines for the release of TiO2NPs into fresh or salt water are not yet available. For example, neither the United States Environmental Protection Agency Aquatic Life Criteria nor the United Kingdom Environmental Quality Standards clearly indicate specific standards for the release of TiO2NPs [2]. Contamination by TiO2NPs has been proven to negatively affect aquatic life-forms, primarily through direct NP-induced toxicity [16, 17], although the other indirect damages remain unclear.
Zebrafish (Danio rerio) are widely used for vertebrate models in the study of diseases and is increasingly being used in preclinical and toxicological studies [16]. As many fundamental cellular pathways involved in the response to toxicants or stresses are highly conserved between the zebrafish and mammals, it has been considered as a ‘gold standard’ for environmental toxicity assessment [18]. More recently, it has been demonstrated to be a useful model for evaluating the environmental health and safety impacts of engineered nanomaterials and nanoscale products, which are increasingly being produced as a result of developments in nanotechnology [17–26]. In addition, benefited by the size and transparent body, zebrafish could be used to observe the impact of NPs on the induction of reactive oxygen species and apoptosis pathways at the cellular level [17, 20, 23, 24, 26, 27]. Furthermore, various analysis methods and high-throughput screening systems have been developed for use in toxicological evaluations [28, 29].
The direct effects of NP-induced toxicity have been revealed by recent studies [19–27, 30–34]. However, the NP-induced collateral damages, such as interactions between injured fish and surrounding microorganisms, have not been considered, and their role remains unclear. We hypothesized that NP-induced injuries are desired conditions for the amplification of those opportunistic infectious bacteria, which may be involved in NP-induced detrimental effects in aquatic life forms. Accordingly, in this study, we investigated the progression of photocatalysis-independent TiO2NP-induced injury using a zebrafish model. We found that TiO2NP-induced opportunistic bacterial gill infections play a critical role in TiO2NP-induced zebrafish death. Potential implications are also discussed.
Materials and methods
Chemicals and TiO2NPs
The chemicals used in this study were purchased from Sigma-Aldrich (St. Louis, MO, USA). To prepare the stock solutions of 1 mg/mL Degussa P25 (Evonik Degussa, Essen, Germany) TiO2NPs (21 ± 5 nm) [4, 8, 35], the NPs were dispersed in distilled deionized water under sonication (50 W/L, 40 kHz) for 20 min. Test TiO2NP solutions were prepared immediately before use through dilution of the stock solutions with distilled deionized water and sonication (50 W/L, 40 kHz) for 20 min. In our studies, the particle size distributions and ζ-potential were estimated using the dynamic light scattering method (DLS) with a Zetasizer Nano ZS (Malvern Instruments, Malvern, UK) [36, 37]. The averaged ζ-potential of the used TiO2NPs in solution was 22.08 ± 0.32 mV, with pH value around 5.35–5.45. The TiO2NPs obtained (from Sigma Aldrich) has an averaged particle size about 20 nm according to company specification, but in medium the particles aggregated and measured to be 100 nm.
Zebrafish maintenance and experimental procedure
Adult wild zebrafish were used in the experiment and were kept in a semistatic system with charcoal-filtered tap water (pH 7.0–7.4) at 28 ± 0.5°C as recommended in a previous study [38], with a 12-h light–12-h dark (12L:12D) photocycle (Classictone incandescent lamp, Philips; Taiwan, without illuminating UV to avoid UV-induced photocatalysis [5, 11, 12, 33, 39, 40]). The fish were fed newly hatched brine shrimp and pellet food (Zeigler Brothers, Gardners, PA, USA) and were kept in 30-L glass tanks with 20 L of water per tank. The zebrafish undergoing testing were exposed to TiO2NPs in well water for 21 days, and the mortality was recorded each day. The Kaplan Meier curves are plotted using the Online Application for the Survival Analysis of Lifespan Assay (http://sbi.postech.ac.kr/oasis) [41–44]. Fish from three of the 3-L tanks were selected for behavior analysis, in which the swimming speed of the zebrafish was analyzed using Kinovea software (version 0.8.24; available at http://www.kinovea.org/) in accordance with methods used in previous studies [45, 46]. After the experiment, the fish were euthanized with an overdose of tricaine methanesulfonate MS-222 (0.03%; Sigma-Aldrich). The gill and fin tissue samples were excised, weighed, cut into small pieces, and homogenized with 100 μL of phosphate-buffered saline at 4°C. Next, the 30-μL tissue homogenates were placed on luria broth (LB) agar plates (BD Difco LB Agar; Becton Dickinson, Taipei, Taiwan), using standard bacterial culture protocols [39, 47]. The bacteria colony–forming unit on the plates was determined at a 24-h incubation period at 37°C according to previously described methods [39]. The zebrafish (AB strain) used in the present study were obtained from the zebrafish facility at the Laboratory Animal center of Tzu Chi University. Institutional Animal Care and Use Committee of Tzu Chi University approved all animal experiments in this study (approval ID: 105060).
Ethics statements
All methods on the collection and analyses of zebrafish samples were performed in accordance with Animal Protection Act, Taiwan, and were approved by the Institutional Animal Care and Use Committee of Tzu-Chi University, Hualien, Taiwan (approval ID: 105060).
Microbiome analysis
DNA preparation.
The bacterial genomic DNA was extracted from the 200-mg frozen gill samples with a QIAamp Fast DNA Stool Mini Kit (Qiagen, Venlo, Netherlands). After isolation, the DNA yield was approximately 1–2 μg. The DNA sample was stored at −20°C before polymerase chain reaction (PCR) amplification.
PCR amplification.
The DNA samples were adjusted to 25 μg/mL. Forward and reverse primers that were complementary upstream and downstream of the V3-V4 region of 16S were designed with Illumina overhang adapters, and used to amplify templates from bacterial genomic DNA. The following 16S amplicon PCR primer sequences were shown: forward, 5’-TCG TCG GCA GCG TCA GAT GTG TAT AAG AGA CAG CCT ACG GGN GGC WGC AG-3’; reverse, 5’-GTC TCG TGG GCT CGG AGA TGT GTA TAA GAG ACA GGA CTA CHV GGG TAT CTA ATC C-3’. The PCR products were then purified with a GenepHlow Gel/PCR purification kit (Geneaid, New Taipei City, Taiwan).
Index PCR and clean up.
The Illumina sequencing adapters and dual indices were attached to the PCR products using the Nextera XT Index Kit (Illumina Inc, San Diego, CA, USA). Next, AMPure XP beads were used to clean up the final libraries, and the expected size on the Bioanalyzer trace of the final libraries was approximately 630 bp.
Normalization and sequencing.
Libraries were normalized and pooled and then sequenced on the MiSeq System using v3.0 reagents (paired-end 250 bp, Illumina Inc).
Data analysis.
Because microbiota profiling using specific hypervariable regions of 16S ribosomal RNA cannot reach taxonomic levels lower than the family or genus level [48], we obtained the results at the family level. The microbiome analysis data is available at NCBI Sequence Read Archive, Accession: SRR14876120.
Statistical analysis.
The mortality of zebrafish was calculated using Online Application for the Survival Analysis of Lifespan Assay (http://sbi.postech.ac.kr/oasis) [41–44]. A t test was used to assess the statistical significance of differences in antimicrobial effects. A P -value of less than 0.05 (P < 0.05) was considered significant. The statistical tests were performed and output to graphs using Microsoft Excel (Microsoft, Taipei, Taiwan) and SigmaPlot (Systat Software, Point Richmond, CA, USA).
Results
Increased TiO2NP levels in water reduced motility and induced mortality in adult zebrafish
Two doses (5 and 40 mg/L) of TiO2NPs were used in the investigation of TiO2NP-induced mortality in adult zebrafish (Fig 1). We found that the 5 and 40 mg/L doses of TiO2NPs induced 100% mortality in adult zebrafish after 20 and 7 days, respectively (Fig 1A experiment outline; Fig 1B).
(A) Experiment outline. (B) TiO2NP dose–dependent induction of mortality in zebrafish. (C) Increase in water OD after the addition of TiO2NPs. * P < 0.05, compared with the untreated group; † P < 0.05, compared with the 40 mg/L treatment groups (B); * P < 0.05, compared with the untreated groups; † P < 0.05, compared with the groups at day 0 (C) n = 16.
Although no mortality had occurred by day 6, the absorbance of water in the zebrafish tanks was considerably increased compared with that of the untreated control groups (Fig 1C, untreated groups vs. groups treated with 5 mg/L TiO2NPs). For this reason, we hypothesized that the zebrafish in the groups treated with 5 mg/L TiO2NPs may have been subject to TiO2NP-induced injury prior to mortality, and the resulting release of blood or tissue fluids would subsequently cause optical-density changes in the water. Consequently, to assess the physical condition of the fish, the motility (Fig 2A–2C, experiment setting; Fig 2D–2F) and body weight (Fig 2G) of the fish in the untreated groups were compared with those of the groups treated with 5 mg/L TiO2NPs prior to mortality (day 6 in the 5 mg/L TiO2NPs groups). We found that when compared with the untreated groups, the groups treated with 5 mg/L TiO2NPs exhibited remarkably reduced motility, as indicated by decreases in both the average swimming speed and spot swimming speed of the zebrafish (Fig 2D–2F). These results indicated that the fish in the groups treated with 5 mg/L TiO2NPs were harmed by the TiO2NPs.
(A) Experiment outline and settings. (B, C) Sequential images of zebrafish in tanks with water containing TiO2NPs. (D) 2D plots of zebrafish spot swimming speed versus average swimming speed at day 0 (untreated) and (E) day 6 (with or without TiO2NPs); dashed lines represent the average spot speed and average swimming speed of the groups at day 0. (F) Statistical analysis of zebrafish swimming speed and (G) body weight under various conditions. * P < 0.05, compared with the untreated groups at day 6. n = 7.
TiO2NP-induced mortality in zebrafish is associated with increased gill bacterial counts
Pure TiO2NPs do not display antibacterial property unless with exposure of UV [4, 10–12, 33, 39, 40, 49]. To maintain zebrafish, incandescent lamps were used as a light source, which does not irradiate UV light to induce photocatalysis, and thus the TiO2NPs will not exert antibacterial effects in this experimental condition [5, 11]. To further investigate whether the increased water optical density (OD) was caused by an overgrowth of bacteria, we analyzed bacteria colonies from the water and the zebrafish tissues by using a plating method (Fig 3 and S1 Fig in S1 Data). We found that the TiO2NP treatments substantially increased the number of bacteria colonies in the water samples. Among the analyzed zebrafish tissues, including those from gills, dorsal fins, and caudal fins, only the gill samples exhibited a significant increase in the number of bacteria colonies (Fig 3; ** P < 0.01, TiO2-treated groups vs. untreated groups). This result indicates that TiO2NP-induced zebrafish injury involves gill infection.
(A) Experiment outline and (B) sampling positions for bacterial culture. The culturable bacterial number in (B) the water, (C) zebrafish gill, (D) dorsal fin, and (E) caudal fin after analysis with the plating method. ** P < 0.01, compared with the untreated control groups.
Because the plating method can only reveal culturable bacteria [50, 51], metagenomic analysis was performed to investigate the entire spectrum of the bacteria population in the infected zebrafish gills. The relative abundance (% relative to the total) of the bacteria populations was analyzed in specific hypervariable regions of 16S ribosomal RNA through new-generation sequencing analyses (Fig 4 and S2 Fig in S1 Data). We found that the phyla Proteobacteria, Bacteroidetes, and Actinobacteria, all of which are bacteria found in normal zebrafish gut microbiomes [52–55], accounted for more than 95% of the total bacteria counts (Fig 4). Because the fish culture conditions did not include pathogens, these results indicate that TiO2NP-induced zebrafish gill injury is associated with opportunistic infection of the gut normal flora.
(A) Relative abundance (% relative to the total) of the bacteria populations calculated for specific hypervariable regions of 16S ribosomal RNA through new-generation sequencing analyses. (B) Relative abundance (% counts of total) of the top 10 overall bacteria families (listed in the following paragraph). (C) Top 5 bacteria families in the Proteobacteria phylum (most abundant phylum; listed below). (D) Top 4 bacteria families in Bacteroidetes phylum (second abundant phylum; listed below).
Discussion
Zebrafish have been used to study engineered nanomaterials and NPs in various fields, such as biomedical research [38, 56–58] and studies on environmental health and safety [59, 60]. Most relevant studies have reported that TiO2NPs are toxic and induce mortality in zebrafish embryos but are less toxic and cause less mortality in adult zebrafishes; this finding is likely attributable to the fact that these studies have tended to focus only on observations of acute stimulation [18, 61–64]. In addition, although researchers have concluded that the injury and mortality in the tested zebrafish were attributable to the chemical and physical properties of NPs [18, 61–64], damage caused by secondary infections has yet to be investigated.
In our study, we found that treating adult zebrafish with 1–3 weeks of relatively low doses (5–40 mg/L) of TiO2NPs led to reduced motility, reduced body weight, and increased mortality. Additionally, we also found that the adverse effects of TiO2NPs were associated with gill infection. Accordingly, we postulate a hypothetical model, in which TiO2NPs-induced gill injury the fish at the first stage, while opportunistic gill infection may further exacerbate the injury and then lead to mortality (Fig 5). This suggests that wild fish inhabiting rivers, lakes, and oceans may not immediately die upon exposure to water contaminated by TiO2NPs but that subsequent opportunistic infections determine the survival of aquatic life-forms subject to NP-induced injury.
After TiO2NP treatments, the gill of healthy zebrafishes (A) become injured (B). The gill injury further leads to opportunistic infection and increased mortality in zebrafish (C).
Through metagenomic analysis, we discovered that bacteria found in the gill samples of zebrafish with NP-induced injury, such as the phyla Proteobacteria, Bacteroidetes, and Actinobacteria, accounted for more than 95% of the total bacteria count; these types of bacteria are all found in normal zebrafish gut microflora [52–55]. This result is likely attributable to the fact that the zebrafish in the experiment were kept under pathogen-free conditions; no pathogens other than normal flora were present. However, considering the fact that a larger number of pathogenic microorganisms coexist in the normal habitats of wild aquatic life-forms, TiO2NPs may theoretically be more toxic to wild fish and lead to higher mortality. As an increasing amount of NPs are released into rivers, lakes, and oceans [65, 66], infections in wild fish and other aquatic life-forms as a result of NP-induced injury represent a serious issue worthy of further investigation.
Top 10 bacteria families and abundance (% total counts) in all detections (Fig 4B) (k: Kingdom; P: Phylum; c: Class; o: Order; f: Family)
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Burkholderiaceae;g__Sphaerotilus.
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Sphingobacteriales;f__env.OPS_17;g__Ambiguous_taxa;s__Ambiguous_taxa
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Aeromonadales;f__Aeromonadaceae;g__Aeromonas.
- k__Bacteria;p__Actinobacteria;c__Actinobacteria;o__Corynebacteriales;f__Mycobacteriaceae;g__Mycobacterium.
- k__Bacteria;p__Fusobacteria;c__Fusobacteriia;o__Fusobacteriales;f__Fusobacteriaceae;g__Cetobacterium
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Rhodocyclaceae;g__Methyloversatilis
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Enterobacteriales;f__Enterobacteriaceae;g__Plesiomonas;s__Ambiguous_taxa.
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Methylophilaceae;g__Methylophilus
- k__Bacteria;p__Proteobacteria;c__Alphaproteobacteria;o__Rhizobiales;f__Devosiaceae;g__Devosia.
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Chitinophagales;f__Chitinophagaceae;g__Terrimonas.
Top 5 bacteria families and abundance (% of total counts) in Proteobacteria phylum (Fig 4C)
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Burkholderiaceae;g__Sphaerotilus.
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Aeromonadales;f__Aeromonadaceae;g__Aeromonas.
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Rhodocyclaceae;g__Methyloversatilis.
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Enterobacteriales;f__Enterobacteriaceae;g__Plesiomonas;s__Ambiguous_taxa.
- k__Bacteria;p__Proteobacteria;c__Gammaproteobacteria;o__Betaproteobacteriales;f__Methylophilaceae;g__Methylophilus.
Top 4 bacteria families and abundance (% of total counts) in Bacteroidetes phylum (Fig 4D)
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Sphingobacteriales;f__env.OPS_17;g__Ambiguous_taxa;s__Ambiguous_taxa.
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Chitinophagales;f__Chitinophagaceae;g__Terrimonas.
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Cytophagales;f__Spirosomaceae;g__Emticicia.
- k__Bacteria;p__Bacteroidetes;c__Bacteroidia;o__Chitinophagales;f__Chitinophagaceae;g__Sediminibacterium
Acknowledgments
The authors would like to thank Yi-Jhen Su and Chien-Ying Huang at National Dong Hwa University, Taiwan, for their help in zeta potential and particle size measurements. The authors also wish to thank the Center for Biotechnology, and Bioinformatics & Biostatistics Core Lab, Center of Genomic Medicine, National Taiwan University, for their help on the analyses of microbiome of injured zebrafishes. The authors are grateful to the Core Facility Center, Tzu Chi University for the help on DNA preparation and confocal microscopy analyses.
References
- 1. Jovanovic B. Critical review of public health regulations of titanium dioxide, a human food additive. Integr Environ Assess Manag. 2015;11(1):10–20. Epub 2014/08/06. pmid:25091211; PubMed Central PMCID: PMC4309481.
- 2. Baker TJ, Tyler CR, Galloway TS. Impacts of metal and metal oxide nanoparticles on marine organisms. Environ Pollut. 2014;186:257–71. pmid:24359692.
- 3. Gázquez MJ, Bolívar JP, Garcia-Tenorio R, Vaca F. A review of the production cycle of titanium dioxide pigment. Materials Sciences and Applications. 2014;5:441–58.
- 4. Cheng CL, Sun DS, Chu WC, Tseng YH, Ho HC, Wang JB, et al. The effects of the bacterial interaction with visible-light responsive titania photocatalyst on the bactericidal performance. Journal of biomedical science. 2009;16:7. Epub 2009/03/11. pmid:19272171; PubMed Central PMCID: PMC2644973.
- 5. Liou JW, Chang HH. Bactericidal effects and mechanisms of visible light-responsive titanium dioxide photocatalysts on pathogenic bacteria. Archivum immunologiae et therapiae experimentalis. 2012;60(4):267–75. Epub 2012/06/09. pmid:22678625.
- 6. Treschev SY, Chou PW, Tseng YH, Wang JB, Perevedentseva E, Cheng CI. Photoactivities of the visible-light-activated mixed-phase carbon-containing titanium dioxide: The effect of carbon incorporation. Applied Catalysis B-Environmental. 2008;79:8–16. https://doi.org/10.1016/j.apcatb.2007.09.046.
- 7. Chen X, Mao SS. Titanium dioxide nanomaterials: synthesis, properties, modifications, and applications. Chem Rev. 2007;107(7):2891–959. Epub 2007/06/26. pmid:17590053.
- 8. Chang WK, Sun DS, Chan H, Huang PT, Wu WS, Lin CH, et al. Visible light responsive core-shell structured In2O3@CaIn2O4 photocatalyst with superior bactericidal property and biocompatibility. Nanomedicine: nanotechnology, biology, and medicine. 2012;8(5):609–17. Epub 2011/10/29. pmid:22033083.
- 9. Liou JW, Gu MH, Chen YK, Chen WY, Chen YC, Tseng YH, et al. Visible light responsive photocatalyst induces progressive and apical-terminus preferential damages on Escherichia coli surfaces. PLoS One. 2011;6(5):e19982. Epub 2011/05/19. pmid:21589873; PubMed Central PMCID: PMC3093399.
- 10. Tseng YH, Sun DS, Wu WS, Chan H, Syue MS, Ho HC, et al. Antibacterial performance of nanoscaled visible-light responsive platinum-containing titania photocatalyst in vitro and in vivo. Biochimica et biophysica acta. 2013;1830(6):3787–95. pmid:23542693.
- 11. Wong MS, Chu WC, Sun DS, Huang HS, Chen JH, Tsai PJ, et al. Visible-light-induced bactericidal activity of a nitrogen-doped titanium photocatalyst against human pathogens. Applied and environmental microbiology. 2006;72(9):6111–6. pmid:16957236.
- 12. Wong MS, Sun DS, Chang HH. Bactericidal performance of visible-light responsive titania photocatalyst with silver nanostructures. PLoS One. 2010;5(4):e10394. Epub 2010/05/11. pmid:20454454; PubMed Central PMCID: PMC2861596.
- 13. Nohynek GJ, Dufour EK. Nano-sized cosmetic formulations or solid nanoparticles in sunscreens: a risk to human health? Arch Toxicol. 2012;86(7):1063–75. Epub 2012/04/03. pmid:22466067.
- 14. Wu MS, Sun DS, Lin YC, Cheng CL, Hung SC, Chen PK, et al. Nanodiamonds protect skin from ultraviolet B-induced damage in mice. Journal of nanobiotechnology. 2015;13:35. Epub 2015/05/08. pmid:25947194; PubMed Central PMCID: PMC4432518.
- 15. Ho YY, Sun DS, Chang HH. Silver Nanoparticles Protect Skin from Ultraviolet B-Induced Damage in Mice. Int J Mol Sci. 2020;21(19). Epub 2020/10/01. pmid:32992921; PubMed Central PMCID: PMC7582269.
- 16. Haque E, Ward AC. Zebrafish as a Model to Evaluate Nanoparticle Toxicity. Nanomaterials (Basel). 2018;8(7). Epub 2018/07/26. pmid:30041434; PubMed Central PMCID: PMC6071110.
- 17. Verma SK, Jha E, Panda PK, Mukherjee M, Thirumurugan A, Makkar H, et al. Mechanistic insight into ROS and neutral lipid alteration induced toxicity in the human model with fins (Danio rerio) by industrially synthesized titanium dioxide nanoparticles. Toxicol Res (Camb). 2018;7(2):244–57. Epub 2018/08/10. pmid:30090579; PubMed Central PMCID: PMC6061716.
- 18. Lin S, Zhao Y, Nel AE, Lin S. Zebrafish: an in vivo model for nano EHS studies. Small. 2013;9(9–10):1608–18. pmid:23208995; PubMed Central PMCID: PMC4070293.
- 19. Patel P, Panda PK, Kumari P, Singh PK, Nandi A, Mallick MA, et al. Selective in vivo molecular and cellular biocompatibility of black peppercorns by piperine-protein intrinsic atomic interaction with elicited oxidative stress and apoptosis in zebrafish eleuthero embryos. Ecotoxicol Environ Saf. 2020;192:110321. Epub 2020/02/18. pmid:32061978.
- 20. Verma SK, Nisha K, Panda PK, Patel P, Kumari P, Mallick MA, et al. Green synthesized MgO nanoparticles infer biocompatibility by reducing in vivo molecular nanotoxicity in embryonic zebrafish through arginine interaction elicited apoptosis. Sci Total Environ. 2020;713:136521. Epub 2020/01/18. pmid:31951838.
- 21. Kumari S, kumari P, Panda PK, Patel P, Jha E, Mallick MA, et al. Biocompatible biogenic silver nanoparticles interact with caspases on an atomic level to elicit apoptosis. Nanomedicine (Lond). 2020;15(22):2119–32.
- 22. Kumari S, kumari P, Panda PK, Pramanik N, Verma SK, Mallick MA. Molecular aspect of phytofabrication of gold nanoparticle from Andrographis peniculata photosystem II and their in vivo biological effect on embryonic zebrafish (Danio rerio). Environmental Nanotechnology, Monitoring & Management. 2019;11:100201.
- 23. Sheel R, Kumari P, Panda PK, Jawed Ansari MD, Patel P, Singh S, et al. Molecular intrinsic proximal interaction infer oxidative stress and apoptosis modulated in vivo biocompatibility of P.niruri contrived antibacterial iron oxide nanoparticles with zebrafish. Environ Pollut. 2020;267:115482. Epub 2020/09/06. pmid:32889517.
- 24. Makkar H, Verma SK, Panda PK, Jha E, Das B, Mukherjee K, et al. In Vivo Molecular Toxicity Profile of Dental Bioceramics in Embryonic Zebrafish (Danio rerio). Chem Res Toxicol. 2018;31(9):914–23. Epub 2018/07/31. pmid:30058326.
- 25. Verma SK, Jha E, Panda PK, Kumari P, Pramanik N, Kumari S, et al. Molecular investigation to RNA and protein based interaction induced in vivo biocompatibility of phytofabricated AuNP with embryonic zebrafish. Artif Cells Nanomed Biotechnol. 2018;46(sup3):S671–S84. Epub 2018/10/13. pmid:30311784.
- 26. Kumari P, Panda PK, Jha E, Kumari K, Nisha K, Mallick MA, et al. Mechanistic insight to ROS and Apoptosis regulated cytotoxicity inferred by Green synthesized CuO nanoparticles from Calotropis gigantea to Embryonic Zebrafish. Sci Rep. 2017;7(1):16284. Epub 2017/11/28. pmid:29176605; PubMed Central PMCID: PMC5701131.
- 27. Verma SK, Jha E, Panda PK, Thirumurugan A, Parashar SKS, Patro S, et al. Mechanistic Insight into Size-Dependent Enhanced Cytotoxicity of Industrial Antibacterial Titanium Oxide Nanoparticles on Colon Cells Because of Reactive Oxygen Species Quenching and Neutral Lipid Alteration. ACS Omega. 2018;3:1244−62. pmid:30023799
- 28. Thomas CR, George S, Horst AM, Ji Z, Miller RJ, Peralta-Videa JR, et al. Nanomaterials in the environment: from materials to high-throughput screening to organisms. ACS Nano. 2011;5(1):13–20. pmid:21261306.
- 29. Nel A, Xia T, Meng H, Wang X, Lin S, Ji Z, et al. Nanomaterial toxicity testing in the 21st century: use of a predictive toxicological approach and high-throughput screening. Acc Chem Res. 2013;46(3):607–21. pmid:22676423; PubMed Central PMCID: PMC4034475.
- 30. Jahan S, Yusoff IB, Alias YB, Bakar A. Reviews of the toxicity behavior of five potential engineered nanomaterials (ENMs) into the aquatic ecosystem. Toxicol Rep. 2017;4:211–20. Epub 2017/09/30. pmid:28959641; PubMed Central PMCID: PMC5615119.
- 31. Purushothaman S, Raghunath A, Dhakshinamoorthy V, Panneerselvam L, Perumal E. Acute exposure to titanium dioxide (TiO2) induces oxidative stress in zebrafish gill tissues. Journal Toxicological & Environmental Chemistry 2014;96(6):890–905.
- 32. Wang YJ, He ZZ, Fang YW, Xu Y, Chen YN, Wang GQ, et al. Effect of titanium dioxide nanoparticles on zebrafish embryos and developing retina. Int J Ophthalmol. 2014;7(6):917–23. Epub 2014/12/30. pmid:25540739; PubMed Central PMCID: PMC4270981.
- 33. Sun DS, Tseng YH, Wu WS, Wong MS, Chang HH. Visible Light-Responsive Platinum-Containing Titania Nanoparticle-Mediated Photocatalysis Induces Nucleotide Insertion, Deletion and Substitution Mutations. Nanomaterials (Basel). 2016;7(1). Epub 2016/01/01. pmid:28336836; PubMed Central PMCID: PMC5295192.
- 34. Perevedentseva E, Krivokharchenko A, Karmenyan AV, Chang HH, Cheng CL. Raman spectroscopy on live mouse early embryo while it continues to develop into blastocyst in vitro. Sci Rep. 2019;9(1):6636. Epub 2019/05/01. pmid:31036868; PubMed Central PMCID: PMC6488652.
- 35. Teruhisa Ohno KS, Tokieda Kojiro, Matsumura Michio. Morphology of a TiO2 photocatalyst (Degussa, P-25) consisting of anatase and rutile crystalline phases. Journal of Catalysis. 2001;203(1):82–6.
- 36. Gines L, Mandal S, Ashek IA, Cheng CL, Sow M, Williams OA. Positive zeta potential of nanodiamonds. Nanoscale. 2017;9(34):12549–55. Epub 2017/08/19. pmid:28820208.
- 37. Perevedentseva E, Ali N, Karmenyan A, Skovorodkin I, Prunskaite-Hyyrylainen R, Vainio S, et al. Optical Studies of Nanodiamond-Tissue Interaction: Skin Penetration and Localization. Materials (Basel). 2019;12(22). Epub 2019/11/17. pmid:31731700; PubMed Central PMCID: PMC6888210.
- 38. Tseng PH, Sie ZL, Liu MC, Lin HS, Yang WY, Lin TY, et al. Identification of Two Novel Small Compounds that Inhibit Liver Cancer Formation in Zebrafish and Analysis of Their Conjugation to Nanodiamonds to Further Reduce Toxicity. Advanced Therapeutics. 2019;2(12):1900105.
- 39. Wong MS, Sun MT, Sun DS, Chang HH. Visible-Light-Responsive Antibacterial Property of Boron-Doped Titania Films. Catalysts. 2020;10(11):134. Epub 19 November 2020.
- 40. Kau JH, Sun DS, Huang HH, Wong MS, Lin HC, Chang HH. Role of visible light-activated photocatalyst on the reduction of anthrax spore-induced mortality in mice. PLoS One. 2009;4(1):e4167. pmid:19132100.
- 41. Yang JS, Nam HJ, Seo M, Han SK, Choi Y, Nam HG, et al. OASIS: online application for the survival analysis of lifespan assays performed in aging research. PLoS One. 2011;6(8):e23525. pmid:21858155; PubMed Central PMCID: PMC3156233.
- 42. Sun DS, Chang YW, Kau JH, Huang HH, Ho PH, Tzeng YJ, et al. Soluble P-selectin rescues mice from anthrax lethal toxin-induced mortality through PSGL-1 pathway-mediated correction of hemostasis. Virulence. 2017;8(7):1216–28. Epub 2017/01/20. pmid:28102766; PubMed Central PMCID: PMC5711406.
- 43. Sun DS, Ho PH, Chang HH. Soluble P-selectin rescues viper venom-induced mortality through anti-inflammatory properties and PSGL-1 pathway-mediated correction of hemostasis. Sci Rep. 2016;6:35868. Epub 2016/10/26. pmid:27779216; PubMed Central PMCID: PMC5078805.
- 44. Han SK, Lee D, Lee H, Kim D, Son HG, Yang JS, et al. OASIS 2: online application for survival analysis 2 with features for the analysis of maximal lifespan and healthspan in aging research. Oncotarget. 2016;7(35):56147–52. Epub 2016/08/17. pmid:27528229; PubMed Central PMCID: PMC5302902.
- 45. Khalili A, Peimani AR, Safarian N, Youssef K, Zoidl G, Rezai P. Phenotypic chemical and mutant screening of zebrafish larvae using an on-demand response to electric stimulation. Integr Biol (Camb). 2019;11(10):373–83. Epub 2019/12/19. pmid:31851358.
- 46. Souza JGS, Libeck LT, Virote BCR, Egger RC, Ribeiro de Sá GC, Machado GJ, et al. A method to analyze the relationship between locomotor activity and feeding behaviour in larvae of Betta splendens. Aquaculture International. 2020;28:1141–52.
- 47. Tsai CL, Sun DS, Su MT, Lien TS, Chen YH, Lin CY, et al. Suppressed humoral immunity is associated with dengue nonstructural protein NS1-elicited anti-death receptor antibody fractions in mice. Sci Rep. 2020;10(1):6294. Epub 2020/04/15. pmid:32286343; PubMed Central PMCID: PMC7156414.
- 48. Kuczynski J, Lauber CL, Walters WA, Parfrey LW, Clemente JC, Gevers D, et al. Experimental and analytical tools for studying the human microbiome. Nat Rev Genet. 2011;13(1):47–58. Epub 2011/12/20. pmid:22179717; PubMed Central PMCID: PMC5119550.
- 49. Chen YL, Chen YS, Chan H, Tseng YH, Yang SR, Tsai HY, et al. The use of nanoscale visible light-responsive photocatalyst TiO2-Pt for the elimination of soil-borne pathogens. PLoS One. 2012;7(2):e31212. Epub 2012/03/03. pmid:22384003; PubMed Central PMCID: PMC3285157.
- 50. Ye C, Xia Z, Tang J, Khemwong T, Kapila Y, Kuraji R, et al. Unculturable and culturable periodontal-related bacteria are associated with periodontal inflammation during pregnancy and with preterm low birth weight delivery. Sci Rep. 2020;10(1):15807. Epub 2020/09/27. pmid:32978483; PubMed Central PMCID: PMC7519089.
- 51. Maleki-Ravasan N, Ahmadi N, Soroushzadeh Z, Raz AA, Zakeri S, Dinparast Djadid N. New Insights Into Culturable and Unculturable Bacteria Across the Life History of Medicinal Maggots Lucilia sericata (Meigen) (Diptera: Calliphoridae). Front Microbiol. 2020;11:505. Epub 2020/04/24. pmid:32322242; PubMed Central PMCID: PMC7156559.
- 52. Roeselers G, Mittge EK, Stephens WZ, Parichy DM, Cavanaugh CM, Guillemin K, et al. Evidence for a core gut microbiota in the zebrafish. ISME J. 2011;5(10):1595–608. Epub 2011/04/08. pmid:21472014; PubMed Central PMCID: PMC3176511.
- 53. Rawls JF, Mahowald MA, Ley RE, Gordon JI. Reciprocal gut microbiota transplants from zebrafish and mice to germ-free recipients reveal host habitat selection. Cell. 2006;127(2):423–33. Epub 2006/10/24. pmid:17055441; PubMed Central PMCID: PMC4839475.
- 54. Chiu K, Warner G, Nowak RA, Flaws JA, Mei W. The Impact of Environmental Chemicals on the Gut Microbiome. Toxicol Sci. 2020;176(2):253–84. Epub 2020/05/12. pmid:32392306; PubMed Central PMCID: PMC7416318.
- 55. Gaulke CA, Beaver LM, Armour C, R., Humphreys IR, Barton CL, Tanguay RL, et al. An integrated gene catalog of the zebrafish gut microbiome reveals significant homology with 2 mammalian microbiomes. BioRxiv. 2020. https://doi.org/10.1101/2020.06.15.153924.
- 56. Johansen PL, Fenaroli F, Evensen L, Griffiths G, Koster G. Optical micromanipulation of nanoparticles and cells inside living zebrafish. Nat Commun. 2016;7:10974. Epub 2016/03/22. pmid:26996121; PubMed Central PMCID: PMC4802177.
- 57. Evensen L, Johansen PL, Koster G, Zhu K, Herfindal L, Speth M, et al. Zebrafish as a model system for characterization of nanoparticles against cancer. Nanoscale. 2016;8(2):862–77. Epub 2015/12/10. pmid:26648525.
- 58. Fenaroli F, Westmoreland D, Benjaminsen J, Kolstad T, Skjeldal FM, Meijer AH, et al. Nanoparticles as drug delivery system against tuberculosis in zebrafish embryos: direct visualization and treatment. ACS Nano. 2014;8(7):7014–26. Epub 2014/06/20. pmid:24945994.
- 59. Bar-Ilan O, Chuang CC, Schwahn DJ, Yang S, Joshi S, Pedersen JA, et al. TiO2 nanoparticle exposure and illumination during zebrafish development: mortality at parts per billion concentrations. Environmental science & technology. 2013;47(9):4726–33. Epub 2013/03/21. pmid:23510150.
- 60. Jang GH, Park CB, Kang BJ, Kim YJ, Lee KH. Sequential assessment via daphnia and zebrafish for systematic toxicity screening of heterogeneous substances. Environ Pollut. 2016;216:292–303. Epub 2016/06/12. pmid:27288628.
- 61. Griffitt RJ, Hyndman K, Denslow ND, Barber DS. Comparison of molecular and histological changes in zebrafish gills exposed to metallic nanoparticles. Toxicol Sci. 2009;107(2):404–15. Epub 2008/12/17. pmid:19073994.
- 62. Tang T, Zhang Z, Zhu X. Toxic Effects of TiO(2) NPs on Zebrafish. Int J Environ Res Public Health. 2019;16(4). Epub 2019/02/20. pmid:30781732; PubMed Central PMCID: PMC6406522.
- 63. Bai C, Tang M. Toxicological study of metal and metal oxide nanoparticles in zebrafish. J Appl Toxicol. 2020;40(1):37–63. Epub 2019/12/31. pmid:31884684.
- 64. Kovriznych JA, Sotnikova R, Zeljenkova D, Rollerova E, Szabova E, Wimmerova S. Acute toxicity of 31 different nanoparticles to zebrafish (Danio rerio) tested in adulthood and in early life stages—comparative study. Interdiscip Toxicol. 2013;6(2):67–73. Epub 2013/11/02. pmid:24179431; PubMed Central PMCID: PMC3798858.
- 65. Blasco J, Corsi I, Matranga V. Particles in the oceans: Implication for a safe marine environment. Mar Environ Res. 2015;111:1–4. Epub 2015/10/31. pmid:26515473.
- 66.
Ciglenečki I, Svetličić V. Nanoparticles and Marine Environment: An Overview. In: Camesano T, editor. Nanotechnology to Aid Chemical and Biological Defense NATO Science for Peace and Security Series A: Chemistry and Biology. Dordrecht: Springer; 2015.