DNA double-strand breaks (DSBs), marked by ionizing radiation-induced (repair) foci (IRIFs), are the most serious DNA lesions and are dangerous to human health. IRIF quantification based on confocal microscopy represents the most sensitive and gold-standard method in radiation biodosimetry and allows research on DSB induction and repair at the molecular and single-cell levels. In this study, we introduce DeepFoci - a deep learning-based fully automatic method for IRIF counting and morphometric analysis. DeepFoci is designed to work with 3D multichannel data (trained for 53BP1 and γH2AX) and uses U-Net for nucleus segmentation and IRIF detection, together with maximally stable extremal region-based IRIF segmentation. The proposed method was trained and tested on challenging datasets consisting of mixtures of nonirradiated and irradiated cells of different types and IRIF characteristics - permanent cell lines (NHDFs, U-87) and primary cell cultures prepared from tumors and adjacent normal tissues of head and neck cancer patients. The cells were dosed with 0.5-8 Gy γ-rays and fixed at multiple (0-24 h) postirradiation times. Under all circumstances, DeepFoci quantified the number of IRIFs with the highest accuracy among current advanced algorithms. Moreover, while the detection error of DeepFoci remained comparable to the variability between two experienced experts, the software maintained its sensitivity and fidelity across dramatically different IRIF counts per nucleus. In addition, information was extracted on IRIF 3D morphometric features and repair protein colocalization within IRIFs. This approach allowed multiparameter IRIF categorization of single- or multichannel data, thereby refining the analysis of DSB repair processes and classification of patient tumors, with the potential to identify specific cell subclones. The developed software improves IRIF quantification for various practical applications (radiotherapy monitoring, biodosimetry, etc.) and opens the door to advanced DSB focus analysis and, in turn, a better understanding of (radiation-induced) DNA damage and repair.

• Klíčová slova
• 53BP1, P53-binding protein 1, Biodosimetry, CNN, convolutional neural network, Confocal Microscopy, Convolutional Neural Network, DNA Damage and Repair, DSB, DNA double-strand break, Deep Learning, FOV, field of view, GUI, graphical user interface, IRIF, ionizing radiation-induced (repair) foci, Image Analysis, Ionizing Radiation-Induced Foci (IRIFs), MSER, maximally stable extremal region (algorithm), Morphometry, NHDFs, normal human dermal fibroblasts, RAD51, DNA repair protein RAD51 homolog 1, U-87, U-87 glioblastoma cell line, γH2AX, histone H2AX phosphorylated at serine 139,
• Publikační typ
• časopisecké články MeSH

The present work introduces new findings about the influence of different radiation types on the cells, with the concern on the micro- and nanodosimetric aspects of chromatin damage. Emphasized is the relationship between the physical parameters of the incident radiation (g-rays, protons and high-LET heavy ions), character of chromatin damage, ability of cells to repair and survive DNA damage, and risk of genetic changes. While confirming a positive correlation between the LET of ionizing radiation, complexity of induced DNA double-strand breaks (DSB), and biological effectiveness (RBE) of radiation, at the same time, we show that our understanding of this relationship is only incomplete. Our discovery that various accelerated ions with similar LET can damage DNA in different ways and kill cells with unequal efficiency, could serve as an example. In addition, many aspects of DSB repair remain to be explained, for instance, how the cell activates the particular repair pathway at sites of individual DSBs, and how it depends on the radiation used and the chromatin architecture. The discussed results may be important, above all, for newly developing hadron therapy and in the context of manned interstellar flights planning. From the methodological point of view, we point to a tremendous progress in the field of optical microscopy and its research applications. In more detail, we introduce single-molecule localization microscopy (SMLM).

• Klíčová slova
• DNA radiation damaging and repair, chromatin architecture, ionizing radiation of different types, ionizing radiation-induced foci (IRIF), single-molecule localization microscopy (SMLM)., super-resolution microscopy,
• MeSH
• dvouřetězcové zlomy DNA * MeSH
• ionizující záření MeSH
• lidé MeSH
• mikroskopie * MeSH
• poškození DNA MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH

In cancer therapy, the application of (fractionated) harsh radiation treatment is state of the art for many types of tumors. However, ionizing radiation is a "double-edged sword"-it can kill the tumor but can also promote the selection of radioresistant tumor cell clones or even initiate carcinogenesis in the normal irradiated tissue. Individualized radiotherapy would reduce these risks and boost the treatment, but its development requires a deep understanding of DNA damage and repair processes and the corresponding control mechanisms. DNA double strand breaks (DSBs) and their repair play a critical role in the cellular response to radiation. In previous years, it has become apparent that, beyond genetic and epigenetic determinants, the structural aspects of damaged chromatin (i.e., not only of DSBs themselves but also of the whole damage-surrounding chromatin domains) form another layer of complex DSB regulation. In the present article, we summarize the application of super-resolution single molecule localization microscopy (SMLM) for investigations of these structural aspects with emphasis on the relationship between the nano-architecture of radiation-induced repair foci (IRIFs), represented here by γH2AX foci, and their chromatin environment. Using irradiated HeLa cell cultures as an example, we show repair-dependent rearrangements of damaged chromatin and analyze the architecture of γH2AX repair clusters according to topological similarities. Although HeLa cells are known to have highly aberrant genomes, the topological similarity of γH2AX was high, indicating a functional, presumptively genome type-independent relevance of structural aspects in DSB repair. Remarkably, nano-scaled chromatin rearrangements during repair depended both on the chromatin domain type and the treatment. Based on these results, we demonstrate how the nano-architecture and topology of IRIFs and chromatin can be determined, point to the methodological relevance of SMLM, and discuss the consequences of the observed phenomena for the DSB repair network regulation or, for instance, radiation treatment outcomes.

• Klíčová slova
• chromatin rearrangements after irradiation, ionizing radiation-induced foci (IRIF), nano-architecture, single molecule localization microscopy (SMLM), topology of DNA double strand breaks,
• MeSH
• chromatin genetika   ultrastruktura   MeSH
• dvouřetězcové zlomy DNA účinky záření   MeSH
• HeLa buňky MeSH
• ionizující záření MeSH
• lidé MeSH
• mikroskopie metody   MeSH
• nádorové buněčné linie MeSH
• nádory genetika   MeSH
• oprava DNA genetika   účinky záření   MeSH
• poškození DNA genetika   účinky záření   MeSH
• zobrazení jednotlivé molekuly metody   MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH
• Názvy látek
• chromatin MeSH

DNA double-strand breaks (DSBs) have been recognized as the most serious lesions in irradiated cells. While several biochemical pathways capable of repairing these lesions have been identified, the mechanisms by which cells select a specific pathway for activation at a given DSB site remain poorly understood. Our knowledge of DSB induction and repair has increased dramatically since the discovery of ionizing radiation-induced foci (IRIFs), initiating the possibility of spatiotemporally monitoring the assembly and disassembly of repair complexes in single cells. IRIF exploration revealed that all post-irradiation processes-DSB formation, repair and misrepair-are strongly dependent on the characteristics of DSB damage and the microarchitecture of the whole affected chromatin domain in addition to the cell status. The microscale features of IRIFs, such as their morphology, mobility, spatiotemporal distribution, and persistence kinetics, have been linked to repair mechanisms. However, the influence of various biochemical and structural factors and their specific combinations on IRIF architecture remains unknown, as does the hierarchy of these factors in the decision-making process for a particular repair mechanism at each individual DSB site. New insights into the relationship between the physical properties of the incident radiation, chromatin architecture, IRIF architecture, and DSB repair mechanisms and repair efficiency are expected from recent developments in optical superresolution microscopy (nanoscopy) techniques that have shifted our ability to analyze chromatin and IRIF architectures towards the nanoscale. In the present review, we discuss this relationship, attempt to correlate still rather isolated nanoscale studies with already better-understood aspects of DSB repair at the microscale, and consider whether newly emerging "correlated multiscale structuromics" can revolutionarily enhance our knowledge in this field.

• Klíčová slova
• DNA damage and repair, DNA double-strand breaks (DSBs), DSB repair pathway choice and hierarchy, chromatin architecture, ionizing radiation, ionizing radiation-induced foci (IRIFs), linear energy transfer (LET), single-molecule localization microscopy (SMLM), superresolution microscopy,
• Publikační typ
• časopisecké články MeSH
• přehledy MeSH

Ionizing radiation induced foci (IRIF) are considered the most sensitive indicator for DNA double-strand break (DSB) detection. Monitoring DSB induction by low doses of ionizing radiation is important due to the increasing exposure in the general population. γH2AX and 53BP1 are commonly used molecular markers for in situ IRIF assessment. Imaging flow cytometry (IFC) via ImageStream system provides a new opportunity in this field. We analyzed the formation of 53BP1, γH2AX foci and their co-localization induced by γ-rays (2, 5, 10, 50, 200 cGy) in human lymphocytes using ImageStream and the automated microscopic system Metafer. We observed very similar sensitivity of both systems for the detection of endogenous and low-dose-induced IRIF. Statistically significant induction of γH2AX foci was found at doses of 2 and 10 cGy using ImageStream and Metafer, respectively. Statistically significant induction of 53BP1 foci was evident at doses ≥ 5 cGy when analyzed by IFC. Analysis of the co-localizing foci by ImageStream and Metafer showed statistical significance at doses ≥ 2 cGy, suggesting that foci co-localization is a sensitive parameter for DSB quantification. Assessment of γH2AX, 53BP1 foci and their co-localization by Metafer and ImageStream showed similar linear dose responses in the low-dose range up to 10 cGy, although IFC showed slightly better resolution for IRIF in this dose range. At higher doses, IFC underestimated IRIF numbers. Using the imaging ability of ImageStream, we introduced an optimized assay by gating γH2AX foci positive (with 1 or more γH2AX foci) and negative (cells without foci) cells. This assay resulted in statistically significant IRIF induction at doses ≥ 5cGy and a linear dose response up to 50 cGy. In conclusion, we provide evidence for the use of IFC as an accurate high throughput assay for the prompt detection and enumeration of endogenous and low-dose induced IRIF.

• Klíčová slova
• 53BP1, ImageStream, Metafer, human lymphocytes, imaging flow cytometry, ionizing radiation, γH2AX,
• MeSH
• 53BP1 metabolismus   MeSH
• fluorescenční mikroskopie MeSH
• histony metabolismus   MeSH
• lidé MeSH
• lymfocyty metabolismus   účinky záření   MeSH
• poškození DNA * MeSH
• průtoková cytometrie metody   MeSH
• software MeSH
• vztah dávky záření a odpovědi MeSH
• záření gama * MeSH
• zobrazování trojrozměrné metody   MeSH
• Check Tag
• lidé MeSH
• mužské pohlaví MeSH
• ženské pohlaví MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• 53BP1 MeSH
• H2AX protein, human MeSH Prohlížeč
• histony MeSH
• TP53BP1 protein, human MeSH Prohlížeč

(1) Background: In oncology research, a long-standing discussion exists about pros and cons of metal nanoparticle-enhanced radiotherapy and real mechanisms behind the tumor cell response to irradiation (IR) in presence of gold nanoparticles (GNPs). A better understanding of this response is, however, necessary to develop more efficient and safety nanoparticle (NP) types designed to disturb specific processes in tumor cells. (2) Aims and Methods: We combined 3D confocal microscopy and super-resolution single molecule localization microscopy (SMLM) to analyze, at the multiscale, the early and late effects of 10 nm-GNPs on DNA double strand break (DSB) induction and repair in tumor cells exposed to different doses of photonic low-LET (linear energy transfer) radiation. The results were correlated to different aspects of short and long-term cell viability. SkBr3 breast cancer cells (selected for the highest incidence of this cancer type among all cancers in women, and because most breast tumors are treated with IR) were incubated with low concentrations of GNPs and irradiated with 60Co γ-rays or 6 MV X-rays. In numerous post-irradiation (PI) times, ranging from 0.5 to 24 h PI, the cells were spatially (3D) fixed and labeled with specific antibodies against γH2AX, 53BP1 and H3K9me3. The extent of DSB induction, multi-parametric micro- and nano-morphology of γH2AX and 53BP1 repair foci, DSB repair kinetics, persistence of unrepaired DSBs, nanoscale clustering of γH2AX and nanoscale (hetero)chromatin re-organization were measured by means of the mentioned microscopy techniques in dependence of radiation dose and GNP concentration. (3) Results: The number of γH2AX/53BP1 signals increased after IR and an additional increase was observed in GNP-treated (GNP(+)) cells compared to untreated controls. However, this phenomenon reflected slight expansion of the G2-phase cell subpopulation in irradiated GNP(+) specimens instead of enhanced DNA damage induction by GNPs. This statement is further supported by some micro- and nano-morphological parameters of γH2AX/53BP1 foci, which slightly differed for cells irradiated in absence or presence of GNPs. At the nanoscale, Ripley's distance frequency analysis of SMLM signal coordinate matrices also revealed relaxation of heterochromatin (H3K9me3) clusters upon IR. These changes were more prominent in presence of GNPs. The slight expansion of radiosensitive G2 cells correlated with mostly insignificant but systematic decrease in post-irradiation survival of GNP(+) cells. Interestingly, low GNP concentrations accelerated DSB repair kinetics; however, the numbers of persistent γH2AX/53BP1 repair foci were slightly increased in GNP(+) cells. (4) Conclusions: Low concentrations of 10-nm GNPs enhanced the G2/M cell cycle arrest and the proportion of radiosensitive G2 cells, but not the extent of DNA damage induction. GNPs also accelerated DSB repair kinetics and slightly increased presence of unrepaired γH2AX/53BP1 foci at 24 h PI. GNP-mediated cell effects correlated with slight radiosensitization of GNP(+) specimens, significant only for the highest radiation dose tested (4 Gy).

• Klíčová slova
• DNA double strand breaks (DSBs), DNA repair, DNA repair nano-clusters, chromatin nano-architecture rearrangements, gold nanoparticles (GNP), ionizing radiation-induced (repair) foci (IRIF), nanoparticle-enhanced cancer radiotherapy, single-molecule localization microscopy (SMLM),
• Publikační typ
• časopisecké články MeSH

Alternative pre-mRNA splicing is a fundamental post-transcriptional regulatory mechanism. Cancer-specific misregulation of the splicing process may lead to formation of irregular alternative splicing variants (ASVs) with a potentially negative impact on cellular homeostasis. Alternative splicing of BRCA1 pre-mRNA can give rise to BRCA1 protein isoforms that possess dramatically altered biological activities compared with full-length wild-type BRCA1. During the screening of high-risk breast cancer (BC) families we ascertained numerous BRCA1 ASVs, however, their clinical significance for BC development is largely unknown. In this study, we examined the influence of the BRCA1Δ17-19 ASV, which lacks a portion of the BRCT domain, on DNA repair capacity using human MCF-7 BC cell clones with stably modified BRCA1 expression. Our results show that overexpression of BRCA1Δ17-19 impairs homologous recombination repair (sensitizes cells to mitomycin C), delays repair of ionizing radiation-induced DNA damage and dynamics of the ionizing radiation-induced foci (IRIF) formation, and undermines also the non-homologous end joining repair (NHEJ) activity. Mechanistically, BRCA1Δ17-19 cannot interact with the partner proteins Abraxas and CtIP, thus preventing interactions known to be critical for processing of DNA lesions. We propose that the observed inability of BRCA1Δ17-19 to functionally replace wtBRCA1 in repair of DNA double-strand breaks (DDSB) reflects impaired capacity to form the BRCA1-A and -C repair complexes. Our findings indicate that expression of BRCA1Δ17-19 may negatively influence genome stability by reducing the DDSB repair velocity, thereby contributing to enhanced probability of cancer development in the affected families.

• MeSH
• alternativní sestřih MeSH
• endodeoxyribonukleasy MeSH
• ionizující záření MeSH
• jaderné proteiny metabolismus   MeSH
• lidé MeSH
• MFC-7 buňky MeSH
• oprava DNA * MeSH
• poškození DNA účinky záření   MeSH
• protein BRCA1 genetika   metabolismus   MeSH
• terciární struktura proteinů MeSH
• transportní proteiny metabolismus   MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• ABRAXAS1 protein, human MeSH Prohlížeč
• endodeoxyribonukleasy MeSH
• jaderné proteiny MeSH
• protein BRCA1 MeSH
• RBBP8 protein, human MeSH Prohlížeč
• transportní proteiny MeSH

The cell as a system of many components, governed by the laws of physics and chemistry drives molecular functions having an impact on the spatial organization of these systems and vice versa. Since the relationship between structure and function is an almost universal rule not only in biology, appropriate methods are required to parameterize the relationship between the structure and function of biomolecules and their networks, the mechanisms of the processes in which they are involved, and the mechanisms of regulation of these processes. Single molecule localization microscopy (SMLM), which we focus on here, offers a significant advantage for the quantitative parametrization of molecular organization: it provides matrices of coordinates of fluorescently labeled biomolecules that can be directly subjected to advanced mathematical analytical procedures without the need for laborious and sometimes misleading image processing. Here, we propose mathematical tools for comprehensive quantitative computer data analysis of SMLM point patterns that include Ripley distance frequency analysis, persistent homology analysis, persistent 'imaging', principal component analysis and co-localization analysis. The application of these methods is explained using artificial datasets simulating different, potentially possible and interpretatively important situations. Illustrative analyses of real complex biological SMLM data are presented to emphasize the applicability of the proposed algorithms. This manuscript demonstrated the extraction of features and parameters quantifying the influence of chromatin (re)organization on genome function, offering a novel approach to study chromatin architecture at the nanoscale. However, the ability to adapt the proposed algorithms to analyze essentially any molecular organizations, e.g., membrane receptors or protein trafficking in the cytosol, offers broad flexibility of use.

• Klíčová slova
• Application of mathematical analysis tools to chromatin organization and DNA repair processes, DSB, DNA double-strand break, HR, homologous recombination, IRIF, ionizing radiation induced foci, LET, linear energy transfer, NHEJ, non-homologous end joining, NN, nearest neighbor, PCA, principal component analysis, Persistent homology, Persistent image, Principal component analysis, Ripley distance frequency histograms, SMLM, single molecule localization microscopy, Single molecule localization microscopy (SMLM),
• Publikační typ
• časopisecké články MeSH

The human body is constantly exposed to ionizing radiation of different qualities. Especially the exposure to high-LET (linear energy transfer) particles increases due to new tumor therapy methods using e.g. carbon ions. Furthermore, upon radiation accidents, a mixture of radiation of different quality is adding up to human radiation exposure. Finally, long-term space missions such as the mission to mars pose great challenges to the dose assessment an astronaut was exposed to. Currently, DSB counting using γH2AX foci is used as an exact dosimetric measure for individuals. Due to the size of the γH2AX IRIF of ~ 0.6 µm, it is only possible to count DSB when they are separated by this distance. For high-LET particle exposure, the distance of the DSB is too small to be separated and the dose will be underestimated. In this study, we developed a method where it is possible to count DSB which are separated by a distance of ~ 140 nm. We counted the number of ionizing radiation-induced pDNA-PKcs (DNA-PKcs phosphorylated at T2609) foci (size = 140 nm ± 20 nm) in human HeLa cells using STED super-resolution microscopy that has an intrinsic resolution of 100 nm. Irradiation was performed at the ion microprobe SNAKE using high-LET 20 MeV lithium (LET = 116 keV/µm) and 27 MeV carbon ions (LET = 500 keV/µm). pDNA-PKcs foci label all DSB as proven by counterstaining with 53BP1 after low-LET γ-irradiation where separation of individual DSB is in most cases larger than the 53BP1 gross size of about 0.6 µm. Lithium ions produce (1.5 ± 0.1) IRIF/µm track length, for carbon ions (2.2 ± 0.2) IRIF/µm are counted. These values are enhanced by a factor of 2-3 compared to conventional foci counting of high-LET tracks. Comparison of the measurements to PARTRAC simulation data proof the consistency of results. We used these data to develop a measure for dosimetry of high-LET or mixed particle radiation exposure directly in the biological sample. We show that proper dosimetry for radiation up to a LET of 240 keV/µm is possible.

• MeSH
• biologické markery MeSH
• dávka záření MeSH
• dvouřetězcové zlomy DNA účinky záření   MeSH
• fluorescenční mikroskopie metody   MeSH
• fosforylace účinky záření   MeSH
• HeLa buňky MeSH
• lidé MeSH
• lineární přenos energie MeSH
• lithium škodlivé účinky   MeSH
• oprava DNA účinky záření   MeSH
• proteinkinasy účinky záření   MeSH
• radiační expozice MeSH
• radiometrie metody   MeSH
• těžké ionty škodlivé účinky   MeSH
• uhlík škodlivé účinky   MeSH
• záření gama škodlivé účinky   MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• biologické markery MeSH
• lithium MeSH
• proteinkinasy MeSH
• uhlík MeSH

The cellular DNA damage response (DDR) machinery that maintains genomic integrity and prevents severe pathologies, including cancer, is orchestrated by signaling through protein modifications. Protein ubiquitylation regulates repair of DNA double-strand breaks (DSBs), toxic lesions caused by various metabolic as well as environmental insults such as ionizing radiation (IR). Whereas several components of the DSB-evoked ubiquitylation cascade have been identified, including RNF168 and BRCA1 ubiquitin ligases, whose genetic defects predispose to a syndrome mimicking ataxia-telangiectasia and cancer, respectively, the identity of the apical E1 enzyme involved in DDR has not been established. Here, we identify ubiquitin-activating enzyme UBA1 as the E1 enzyme required for responses to IR and replication stress in human cells. We show that siRNA-mediated knockdown of UBA1, but not of another UBA family member UBA6, impaired formation of both ubiquitin conjugates at the sites of DNA damage and IR-induced foci (IRIF) by the downstream components of the DSB response pathway, 53BP1 and BRCA1. Furthermore, chemical inhibition of UBA1 prevented IRIF formation and severely impaired DSB repair and formation of 53BP1 bodies in G 1, a marker of response to replication stress. In contrast, the upstream steps of DSB response, such as phosphorylation of histone H2AX and recruitment of MDC1, remained unaffected by UBA1 depletion. Overall, our data establish UBA1 as the apical enzyme critical for ubiquitylation-dependent signaling of both DSBs and replication stress in human cells, with implications for maintenance of genomic integrity, disease pathogenesis and cancer treatment.

• MeSH
• 53BP1 MeSH
• benzoáty chemie   farmakologie   MeSH
• buněčné jádro účinky léků   MeSH
• dvouřetězcové zlomy DNA * MeSH
• furany chemie   farmakologie   MeSH
• G1 fáze MeSH
• intracelulární signální peptidy a proteiny metabolismus   MeSH
• ionizující záření MeSH
• lidé MeSH
• malá interferující RNA metabolismus   MeSH
• nádorové buněčné linie MeSH
• oprava DNA * MeSH
• pyrazoly chemie   farmakologie   MeSH
• RNA interference MeSH
• ubikvitin aktivující enzymy antagonisté a inhibitory   genetika   metabolismus   MeSH
• ubikvitinace MeSH
• Check Tag
• lidé MeSH
• Publikační typ
• časopisecké články MeSH
• práce podpořená grantem MeSH
• Názvy látek
• 4(4-(5-nitro-furan-2-ylmethylene)-3,5-dioxo-pyrazolidin-1-yl)-benzoic acid ethyl ester MeSH Prohlížeč
• 53BP1 MeSH
• benzoáty MeSH
• furany MeSH
• intracelulární signální peptidy a proteiny MeSH
• malá interferující RNA MeSH
• pyrazoly MeSH
• TP53BP1 protein, human MeSH Prohlížeč
• UBA1 protein, human MeSH Prohlížeč
• UBA6 protein, human MeSH Prohlížeč
• ubikvitin aktivující enzymy MeSH