31 results on '"Tomkova M"'
Search Results
2. New and cost effective cell-based assay for Dialyzed Leukocyte Extract (DLE)-induced Jurkat cells proliferation under azathioprine treatment
- Author
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Cardoso, F.M., Tomkova, M., Petrovajova, D., Bubanova, M., Ragac, O., and Hornakova, T.
- Published
- 2017
- Full Text
- View/download PDF
3. Conference abstract
- Author
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Tomkova, M, Renard, C, Urban, L, Kolli, S, Ardin, M, Pandey, M, Zhivagui, M, Huskova, H, Olivier, M, Marusawa, H, Schuster-Boeckler, B, and Zavadil, J
- Published
- 2019
4. TAPS: a bisulfite-free, base-resolution and quantitative sequencing method for cytosine modifications
- Author
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Liu, Y, Siejka, P, Velikova, G, Bi, Y, Tomkova, M, Schuster-Boeckler, B, and Song, C
- Published
- 2019
5. The relationship between DNA modifications and mutations in cancer
- Author
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Tomkova, M, Schuster-Boeckler, B, and Kriaucionis, S
- Subjects
Epigenomics ,Bioinformatics ,Mutagenesis ,Cancer--Research - Abstract
Somatic mutations are the main triggers that initiate the formation of cancer. Large sequencing data sets in recent years revealed a substantial number of mutational processes, many of which are poorly understood or of completely unknown aetiology. These mutational processes leave characteristic sequence patterns, often called "signatures", in the DNA. Characterisation of the mutational patterns observed in cancer patients with respect to different genomic features and processes can help to unravel the aetiology and mechanisms of mutagenesis. Here, we explored the effects of DNA modifications and DNA replication on mutagenesis. The most common mutation type, C>T mutations in a CpG context, is thought to result from spontaneous deamination of 5-methylcytosine (5mC), the major DNA modification. Much less is known about the mutational properties of the second most frequent modification, 5-hydroxymethylcytosine (5hmC). Integrating multiple genomic data sets, we demonstrate a twofold lower mutagenicity of 5hmC compared to 5mC, present across multiple tissues. Subsequently, we show how DNA modifications may modulate various mutational processes. In addition to spontaneous deamination of 5mC, our analysis suggests a key role of replication in CpG>TpG mutagenesis in patients deficient in post-replicative proofreading or repair, and possibly also in other cancer patients. Together with an analysis of mutation patterns observed in cancers exposed to UV light, tobacco smoke, or editing by APOBEC enzymes, the results show that the role of DNA modifications goes beyond the well-known spontaneous deamination of 5mC. Finally, we explored which of the known mutational processes might be modulated by DNA replication. We developed a novel method to quantify the magnitude of strand asymmetry of different mutational signatures in individual patients followed by evaluation of these exposures in early and late replicating regions. More than 75 % of mutational signatures exhibited a significant replication strand asymmetry or correlation with replication timing. The analysis gives new insights into mechanisms of mutagenicity in multiple signatures, particularly the so far enigmatic signature 17, where we suggest an involvement of oxidative damage in its aetiology. In conclusion, our results suggest that DNA replication or replication-associated DNA repair interacts with most mutagenic processes.
- Published
- 2018
6. PO-328 No such thing as a perfect copy – DNA replication profoundly influences how most environmental carcinogens and epigenetic marks induce mutations
- Author
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Tomkova, M., primary, McClellan, M., additional, Kriaucionis, S., additional, and Schuster-Boeckler, B., additional
- Published
- 2018
- Full Text
- View/download PDF
7. Expression of Idh1R132H in the murine subventricular zone stem cell niche recapitulates early gliomagenesis
- Author
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Bardella, C, Al-Dalahmah, O, Krell, D, Brazauskas, P, Tomkova, M, Adam, J, Serres, S, Lockstone, H, Freeman-Mills, L, Pfeffer, I, Sibson, N, Goldin, R, Schuster-Böeckler, B, Pollard, PJ, Soga, T, McCullagh, JS, Schofield, CJ, Mulholland, P, Ansorge, O, Kriaucionis, S, Ratcliffe, PJ, Szele, FG, Tomlinson, I, and Al-Qahtani, K
- Subjects
nervous system ,animal diseases - Abstract
Summary Isocitrate dehydrogenase 1 mutations drive human gliomagenesis, probably through neomorphic enzyme activity that produces D-2-hydroxyglutarate. To model this disease, we conditionally expressed Idh1R132H in the subventricular zone (SVZ) of the adult mouse brain. The mice developed hydrocephalus and grossly dilated lateral ventricles, with accumulation of 2-hydroxyglutarate and reduced -ketoglutarate. Stem and transit amplifying/progenitor cell populations were expanded, and proliferation increased. Cells expressing SVZ markers infiltrated surrounding brain regions. SVZ cells also gave rise to proliferative subventricular nodules. DNA methylation was globally increased, while hydroxymethylation was decreased. Mutant SVZ cells over-expressed Wnt, cell cycle and stem cell genes, and shared an expression signature with human gliomas. Idh1R132H mutation in the major adult neurogenic stem cell niche causes a phenotype resembling gliomagenesis. Significance Few curative treatments are available for human brain tumors. IDH1R132H is a driver mutation in gliomas and other malignancies, probably causing tumorigenesis through D-2-hydroxyglutarate accumulation, although the downstream mechanisms remain unclear. We found that adult mice expressing Idh1R132H in the brain subventricular zone (SVZ) develop features of gliomagenesis, including increased numbers of neural stem cells and their progeny. Other abnormalities included cellular infiltration into surrounding brain regions, reminiscent of tumor invasion. The gene expression profile of the Idh1R132H SVZ closely overlaps those of human gliomas. Likely, non-exclusive tumorigenic mechanisms included promotion of a neural stem cell phenotype, Wnt pathway activation, maintenance of telomeres, and DNA hypermethylation. Our Idh1R132H mouse provides a system for assessing brain tumor therapies in vivo.
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- 2016
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8. 5-hydroxymethylcytosine marks regions with reduced mutation frequency
- Author
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Schuster-Boeckler, P, Kriaucionis, S, McClellan, M, and Tomkova, M
- Abstract
CpG dinucleotides are the main mutational hot-spot in most cancers. The characteristic elevated C>T mutation rate in CpG sites has been related to 5-methylcytosine (5mC), an epigenetically modified base which resides in CpGs and plays a role in transcription silencing. In brain nearly a third of 5mCs have recently been found to exist in the form of 5-hydroxymethylcytosine (5hmC), yet the effect of 5hmC on mutational processes is still poorly understood. Here we show that 5hmC is associated with an up to 53% decrease in the frequency of C>T mutations in a CpG context compared to 5mC. Tissue specific 5hmC patterns in brain, kidney and blood correlate with lower regional CpG>T mutation frequency in cancers originating in the respective tissues. Together our data reveal global and opposing effects of the two most common cytosine modifications on the frequency of cancer causing somatic mutations in different cell types.
- Published
- 2016
9. CYTOGENETIC STUDIES OF MESENCHYMAL STEM CELLS IN RABBIT: A MINI-REVIEW.
- Author
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CURLEJ, J., TOMKOVA, M., VASICEK, J., and CHRENEK, P.
- Subjects
CYTOGENETICS ,MESENCHYMAL stem cells ,ANIMAL diseases ,ANEUPLOIDY ,ANIMAL models in research - Abstract
The aim of the present review is to summarize current knowledges of in vitro studies, focused on the determination of rabbit stem cells of different origin, based on their cytogenetic examination. Stem cells represent valuable model to study the biological traits or processes of health and targeted tissues, affected by various internal or external detrimental factors. Furthermore, these cells provide a promising mechanism of treatment of existing human or animal diseases. Although recent knowledges based on serious in vitro studies bring positive promises, there are still remained a lot of issues focused to the safety of stem cell usage in the context of their clinical application. In this way, the stability of the genome across individual generations of passaged cells plays an important role, evaluated on the basis of chromosomal profile, including aneuploidy and structural studies. In the given context, various culture conditions and manipulations among the studies play a crucial role in the definition of the final chromosomal status. Up to date, there are numbers of reliable animal models used as donors of embryonic or somatic stem cells. In this way, the rabbit represents an available source with numerous advantages for cytogenetic analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2018
10. The inhibition of Saccharomyces cerevisiae population during alcoholic fermentation of grape must by octanoic, decanoic and dodecanoic acid mixture
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Baroň Mojmír, Kumšta Michal, Prokeš Kamil, Tomášková Lenka, and Tomková Magdaléna
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Microbiology ,QR1-502 ,Physiology ,QP1-981 ,Zoology ,QL1-991 - Abstract
The inhibition of alcoholic fermentation by octanoic, decanoic and dodecanoic acid mixture was investigated. Middle chain fatty acids (MCFA) mixture contained 10 grams of C8:C10:C12 in a ratio of 2:7:1 was dissolved in 100 ml of 70% ethanol, and in such form, it was subsequently applied into the fermenting must samples. A flow cytometry test showed that the 10 mg/L dose of MCFA mixture had a toxic effect on Saccharomyces cerevisiae (45.9% of viable cells) compared with the control variant (74.35%). In combination with 60 mg/L of SO2, it had a higher efficiency (3.1% of viable cells) than using a dose of SO2 alone (13.9%). Direct counting of yeast cells confirmed a higher concentration of dead cells with a higher concentration of MCFA. A dose of 10 mg/L of MCFA mixture caused the highest percentage of dead yeast after 24 hours (about 60%) compared to the control variant without MCFA dosage (about 24%). The results of residues showed that there is no significant quantitative difference between the treated and untreated musts because of fixing of MCFA inside the yeast cells. This method can effectively reduce the cost of production technology for wines with residual sugar and, in general, reduce the dosage of SO2.
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- 2017
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11. ChemInform Abstract: EINFLUSS VON NATRIUMSULFID AUF DIE KINETIK UND DEN MECHANISMUS DER LOESUNG VON KUPFER IN WAESSRIGER AMMONIAKLOESUNG
- Author
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MIADOKOVA, M., primary and TOMKOVA, M., additional
- Published
- 1972
- Full Text
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12. Human DNA polymerase ε is a source of C>T mutations at CpG dinucleotides.
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Tomkova M, McClellan MJ, Crevel G, Shahid AM, Mozumdar N, Tomek J, Shepherd E, Cotterill S, Schuster-Böckler B, and Kriaucionis S
- Subjects
- Humans, DNA Replication genetics, Neoplasms genetics, Mutagenesis, Poly-ADP-Ribose Binding Proteins, CpG Islands genetics, DNA Polymerase II genetics, Mutation
- Abstract
C-to-T transitions in CpG dinucleotides are the most prevalent mutations in human cancers and genetic diseases. These mutations have been attributed to deamination of 5-methylcytosine (5mC), an epigenetic modification found on CpGs. We recently linked CpG>TpG mutations to replication and hypothesized that errors introduced by polymerase ε (Pol ε) may represent an alternative source of mutations. Here we present a new method called polymerase error rate sequencing (PER-seq) to measure the error spectrum of DNA polymerases in isolation. We find that the most common human cancer-associated Pol ε mutant (P286R) produces an excess of CpG>TpG errors, phenocopying the mutation spectrum of tumors carrying this mutation and deficiencies in mismatch repair. Notably, we also discover that wild-type Pol ε has a sevenfold higher error rate when replicating 5mCpG compared to C in other contexts. Together, our results from PER-seq and human cancers demonstrate that replication errors are a major contributor to CpG>TpG mutagenesis in replicating cells, fundamentally changing our understanding of this important disease-causing mutational mechanism., (© 2024. The Author(s).)
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- 2024
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13. Integration of CTCF loops, methylome, and transcriptome in differentiating LUHMES as a model for imprinting dynamics of the 15q11-q13 locus in human neurons.
- Author
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Gutierrez Fugón OJ, Sharifi O, Heath N, Soto DC, Gomez JA, Yasui DH, Mendiola AJP, O'Geen H, Beitnere U, Tomkova M, Haghani V, Dillon G, Segal DJ, and LaSalle JM
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- Humans, Angelman Syndrome genetics, Angelman Syndrome pathology, RNA, Long Noncoding genetics, Prader-Willi Syndrome genetics, Prader-Willi Syndrome pathology, Prader-Willi Syndrome metabolism, snRNP Core Proteins genetics, snRNP Core Proteins metabolism, Alleles, Cell Line, Epigenome, Genomic Imprinting genetics, CCCTC-Binding Factor metabolism, CCCTC-Binding Factor genetics, Chromosomes, Human, Pair 15 genetics, Neurons metabolism, DNA Methylation genetics, Transcriptome genetics, Ubiquitin-Protein Ligases genetics, Ubiquitin-Protein Ligases metabolism, Cell Differentiation genetics
- Abstract
Human cell line models, including the neuronal precursor line LUHMES, are important for investigating developmental transcriptional dynamics within imprinted regions, particularly the 15q11-q13 Angelman (AS) and Prader-Willi (PWS) syndrome locus. AS results from loss of maternal UBE3A in neurons, where the paternal allele is silenced by a convergent antisense transcript UBE3A-ATS, a lncRNA that terminates at PWAR1 in non-neurons. qRT-PCR analysis confirmed the exclusive and progressive increase in UBE3A-ATS in differentiating LUHMES neurons, validating their use for studying UBE3A silencing. Genome-wide transcriptome analyses revealed changes to 11 834 genes during neuronal differentiation, including the upregulation of most genes within the 15q11-q13 locus. To identify dynamic changes in chromatin loops linked to transcriptional activity, we performed a HiChIP validated by 4C, which identified two neuron-specific CTCF loops between MAGEL2-SNRPN and PWAR1-UBE3A. To determine if allele-specific differentially methylated regions (DMR) may be associated with CTCF loop anchors, whole genome long-read nanopore sequencing was performed. We identified a paternally hypomethylated DMR near the SNRPN upstream loop anchor exclusive to neurons and a paternally hypermethylated DMR near the PWAR1 CTCF anchor exclusive to undifferentiated cells, consistent with increases in neuronal transcription. Additionally, DMRs near CTCF loop anchors were observed in both cell types, indicative of allele-specific differences in chromatin loops regulating imprinted transcription. These results provide an integrated view of the 15q11-q13 epigenetic landscape during LUHMES neuronal differentiation, underscoring the complex interplay of transcription, chromatin looping, and DNA methylation. They also provide insights for future therapeutic approaches for AS and PWS., (© The Author(s) 2024. Published by Oxford University Press.)
- Published
- 2024
- Full Text
- View/download PDF
14. Characterization of the genetic determinants of context-specific DNA methylation in primary monocytes.
- Author
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Gilchrist JJ, Fang H, Danielli S, Tomkova M, Nassiri I, Ng E, Tong O, Taylor C, Muldoon D, Cohen LRZ, Al-Mossawi H, Lau E, Neville M, Schuster-Boeckler B, Knight JC, and Fairfax BP
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- Adult, Female, Humans, Male, Lipopolysaccharides pharmacology, Middle Aged, Aged, CpG Islands genetics, DNA Methylation drug effects, Epigenesis, Genetic drug effects, Monocytes drug effects, Monocytes metabolism, Monocytes immunology
- Abstract
To better understand inter-individual variation in sensitivity of DNA methylation (DNAm) to immune activity, we characterized effects of inflammatory stimuli on primary monocyte DNAm (n = 190). We find that monocyte DNAm is site-dependently sensitive to lipopolysaccharide (LPS), with LPS-induced demethylation occurring following hydroxymethylation. We identify 7,359 high-confidence immune-modulated CpGs (imCpGs) that differ in genomic localization and transcription factor usage according to whether they represent a gain or loss in DNAm. Demethylated imCpGs are profoundly enriched for enhancers and colocalize to genes enriched for disease associations, especially cancer. DNAm is age associated, and we find that 24-h LPS exposure triggers approximately 6 months of gain in epigenetic age, directly linking epigenetic aging with innate immune activity. By integrating LPS-induced changes in DNAm with genetic variation, we identify 234 imCpGs under local genetic control. Exploring shared causal loci between LPS-induced DNAm responses and human disease traits highlights examples of disease-associated loci that modulate imCpG formation., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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15. Integration of CTCF Loops, Methylome, and Transcriptome in Differentiating LUHMES as a Model for Imprinting Dynamics of the 15q11-q13 Locus in Human Neurons.
- Author
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Fugon OJG, Sharifi O, Heath NG, Soto DC, Gomez JA, Yasui DH, Mendiola AJP, O'Geen H, Beitnere U, Tomkova M, Haghani V, Dillon G, Segal DJ, and LaSalle J
- Abstract
Human cell line models, including the neuronal precursor line LUHMES, are important for investigating developmental transcriptional dynamics within imprinted regions, particularly the 15q11-q13 Angelman (AS) and Prader-Willi (PWS) syndrome locus. AS results from loss of maternal UBE3A in neurons, where the paternal allele is silenced by a convergent antisense transcript UBE3A-ATS, a lncRNA that normally terminates at PWAR1 in non-neurons. qRTPCR analysis confirmed the exclusive and progressive increase in UBE3A-ATS in differentiating LUHMES neurons, validating their use for studying UBE3A silencing. Genome-wide transcriptome analyses revealed changes to 11,834 genes during neuronal differentiation, including the upregulation of most genes within the 15q11-q13 locus. To identify dynamic changes in chromatin loops linked to transcriptional activity, we performed a HiChIP validated by 4C, which identified two neuron-specific CTCF loops between MAGEL2-SNRPN and PWAR1-UBE3A. To determine if allele-specific differentially methylated regions (DMR) may be associated with CTCF loop anchors, whole genome long-read nanopore sequencing was performed. We identified a paternally hypomethylated DMR near the SNRPN upstream loop anchor exclusive to neurons and a paternally hypermethylated DMR near the PWAR1 CTCF anchor exclusive to undifferentiated cells, consistent with increases in neuronal transcription. Additionally, DMRs near CTCF loop anchors were observed in both cell types, indicative of allele-specific differences in chromatin loops regulating imprinted transcription. These results provide an integrated view of the 15q11-q13 epigenetic landscape during LUHMES neuronal differentiation, underscoring the complex interplay of transcription, chromatin looping, and DNA methylation. They also provide insights for future therapeutic approaches for AS and PWS.
- Published
- 2024
- Full Text
- View/download PDF
16. DNA damage remodels the MITF interactome to increase melanoma genomic instability.
- Author
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Binet R, Lambert JP, Tomkova M, Tischfield S, Baggiolini A, Picaud S, Sarkar S, Louphrasitthiphol P, Dias D, Carreira S, Humphrey TC, Fillipakopoulos P, White R, and Goding CR
- Subjects
- Humans, Microphthalmia-Associated Transcription Factor genetics, DNA Damage, Genomic Instability genetics, DNA, Melanoma genetics
- Abstract
Since genome instability can drive cancer initiation and progression, cells have evolved highly effective and ubiquitous DNA damage response (DDR) programs. However, some cells (for example, in skin) are normally exposed to high levels of DNA-damaging agents. Whether such high-risk cells possess lineage-specific mechanisms that tailor DNA repair to the tissue remains largely unknown. Using melanoma as a model, we show here that the microphthalmia-associated transcription factor MITF, a lineage addition oncogene that coordinates many aspects of melanocyte and melanoma biology, plays a nontranscriptional role in shaping the DDR. On exposure to DNA-damaging agents, MITF is phosphorylated at S325, and its interactome is dramatically remodeled; most transcription cofactors dissociate, and instead MITF interacts with the MRE11-RAD50-NBS1 (MRN) complex. Consequently, cells with high MITF levels accumulate stalled replication forks and display defects in homologous recombination-mediated repair associated with impaired MRN recruitment to DNA damage. In agreement with this, high MITF levels are associated with increased single-nucleotide and copy number variant burdens in melanoma. Significantly, the SUMOylation-defective MITF-E318K melanoma predisposition mutation recapitulates the effects of DNA-PKcs-phosphorylated MITF. Our data suggest that a nontranscriptional function of a lineage-restricted transcription factor contributes to a tissue-specialized modulation of the DDR that can impact cancer initiation., (© 2024 Binet et al.; Published by Cold Spring Harbor Laboratory Press.)
- Published
- 2024
- Full Text
- View/download PDF
17. Identification, characterization, and engineering of glycosylation in thrombolytics.
- Author
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Toul M, Slonkova V, Mican J, Urminsky A, Tomkova M, Sedlak E, Bednar D, Damborsky J, Hernychova L, and Prokop Z
- Subjects
- Humans, Tenecteplase, Glycosylation, Fibrinolytic Agents therapeutic use, Tissue Plasminogen Activator, Myocardial Infarction drug therapy
- Abstract
Cardiovascular diseases, such as myocardial infarction, ischemic stroke, and pulmonary embolism, are the most common causes of disability and death worldwide. Blood clot hydrolysis by thrombolytic enzymes and thrombectomy are key clinical interventions. The most widely used thrombolytic enzyme is alteplase, which has been used in clinical practice since 1986. Another clinically used thrombolytic protein is tenecteplase, which has modified epitopes and engineered glycosylation sites, suggesting that carbohydrate modification in thrombolytic enzymes is a viable strategy for their improvement. This comprehensive review summarizes current knowledge on computational and experimental identification of glycosylation sites and glycan identity, together with methods used for their reengineering. Practical examples from previous studies focus on modification of glycosylations in thrombolytics, e.g., alteplase, tenecteplase, reteplase, urokinase, saruplase, and desmoteplase. Collected clinical data on these glycoproteins demonstrate the great potential of this engineering strategy. Outstanding combinatorics originating from multiple glycosylation sites and the vast variety of covalently attached glycan species can be addressed by directed evolution or rational design. Directed evolution pipelines would benefit from more efficient cell-free expression and high-throughput screening assays, while rational design must employ structure prediction by machine learning and in silico characterization by supercomputing. Perspectives on challenges and opportunities for improvement of thrombolytic enzymes by engineering and evolution of protein glycosylation are provided., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023. Published by Elsevier Inc.)
- Published
- 2023
- Full Text
- View/download PDF
18. DNA damage-induced interaction between a lineage addiction oncogenic transcription factor and the MRN complex shapes a tissue-specific DNA Damage Response and cancer predisposition.
- Author
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Binet R, Lambert JP, Tomkova M, Tischfield S, Baggiolini A, Picaud S, Sarkar S, Louphrasitthiphol P, Dias D, Carreira S, Humphrey T, Fillipakopoulos P, White R, and Goding CR
- Abstract
Since genome instability can drive cancer initiation and progression, cells have evolved highly effective and ubiquitous DNA Damage Response (DDR) programs. However, some cells, in skin for example, are normally exposed to high levels of DNA damaging agents. Whether such high-risk cells possess lineage-specific mechanisms that tailor DNA repair to the tissue remains largely unknown. Here we show, using melanoma as a model, that the microphthalmia-associated transcription factor MITF, a lineage addition oncogene that coordinates many aspects of melanocyte and melanoma biology, plays a non-transcriptional role in shaping the DDR. On exposure to DNA damaging agents, MITF is phosphorylated by ATM/DNA-PKcs, and unexpectedly its interactome is dramatically remodelled; most transcription (co)factors dissociate, and instead MITF interacts with the MRE11-RAD50-NBS1 (MRN) complex. Consequently, cells with high MITF levels accumulate stalled replication forks, and display defects in homologous recombination-mediated repair associated with impaired MRN recruitment to DNA damage. In agreement, high MITF levels are associated with increased SNV burden in melanoma. Significantly, the SUMOylation-defective MITF-E318K melanoma predisposition mutation recapitulates the effects of ATM/DNA-PKcs-phosphorylated MITF. Our data suggest that a non-transcriptional function of a lineage-restricted transcription factor contributes to a tissue-specialised modulation of the DDR that can impact cancer initiation., Competing Interests: Competing Interest Statement The authors declare no competing interests.
- Published
- 2023
- Full Text
- View/download PDF
19. Dr.Nod: computational framework for discovery of regulatory non-coding drivers in tissue-matched distal regulatory elements.
- Author
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Tomkova M, Tomek J, Chow J, McPherson JD, Segal DJ, and Hormozdiari F
- Subjects
- Humans, Mutation, Neoplasms genetics, Oncogenes, Regulatory Sequences, Nucleic Acid
- Abstract
The discovery of cancer driver mutations is a fundamental goal in cancer research. While many cancer driver mutations have been discovered in the protein-coding genome, research into potential cancer drivers in the non-coding regions showed limited success so far. Here, we present a novel comprehensive framework Dr.Nod for detection of non-coding cis-regulatory candidate driver mutations that are associated with dysregulated gene expression using tissue-matched enhancer-gene annotations. Applying the framework to data from over 1500 tumours across eight tissues revealed a 4.4-fold enrichment of candidate driver mutations in regulatory regions of known cancer driver genes. An overarching conclusion that emerges is that the non-coding driver mutations contribute to cancer by significantly altering transcription factor binding sites, leading to upregulation of tissue-matched oncogenes and down-regulation of tumour-suppressor genes. Interestingly, more than half of the detected cancer-promoting non-coding regulatory driver mutations are over 20 kb distant from the cancer-associated genes they regulate. Our results show the importance of tissue-matched enhancer-gene maps, functional impact of mutations, and complex background mutagenesis model for the prediction of non-coding regulatory drivers. In conclusion, our study demonstrates that non-coding mutations in enhancers play a previously underappreciated role in cancer and dysregulation of clinically relevant target genes., (© The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2023
- Full Text
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20. Determinants of heritable gene silencing for KRAB-dCas9 + DNMT3 and Ezh2-dCas9 + DNMT3 hit-and-run epigenome editing.
- Author
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O'Geen H, Tomkova M, Combs JA, Tilley EK, and Segal DJ
- Subjects
- CRISPR-Cas Systems, Chromatin, DNA Methylation genetics, Epigenesis, Genetic, Gene Silencing, Epigenome, Gene Editing methods
- Abstract
Precision epigenome editing has gained significant attention as a method to modulate gene expression without altering genetic information. However, a major limiting factor has been that the gene expression changes are often transient, unlike the life-long epigenetic changes that occur frequently in nature. Here, we systematically interrogate the ability of CRISPR/dCas9-based epigenome editors (Epi-dCas9) to engineer persistent epigenetic silencing. We elucidated cis regulatory features that contribute to the differential stability of epigenetic reprogramming, such as the active transcription histone marks H3K36me3 and H3K27ac strongly correlating with resistance to short-term repression and resistance to long-term silencing, respectively. H3K27ac inversely correlates with increased DNA methylation. Interestingly, the dependance on H3K27ac was only observed when a combination of KRAB-dCas9 and targetable DNA methyltransferases (DNMT3A-dCas9 + DNMT3L) was used, but not when KRAB was replaced with the targetable H3K27 histone methyltransferase Ezh2. In addition, programmable Ezh2/DNMT3A + L treatment demonstrated enhanced engineering of localized DNA methylation and was not sensitive to a divergent chromatin state. Our results highlight the importance of local chromatin features for heritability of programmable silencing and the differential response to KRAB- and Ezh2-based epigenetic editing platforms. The information gained in this study provides fundamental insights into understanding contextual cues to more predictably engineer persistent silencing., (© The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2022
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21. Cellulose Mesh with Charged Nanocellulose Coatings as a Promising Carrier of Skin and Stem Cells for Regenerative Applications.
- Author
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Pajorova J, Skogberg A, Hadraba D, Broz A, Travnickova M, Zikmundova M, Honkanen M, Hannula M, Lahtinen P, Tomkova M, Bacakova L, and Kallio P
- Subjects
- Humans, Hydrogels, Stem Cells, Tissue Engineering, Cellulose, Skin
- Abstract
Engineering artificial skin constructs is an ongoing challenge. An ideal material for hosting skin cells is still to be discovered. A promising candidate is low-cost cellulose, which is commonly fabricated in the form of a mesh and is applied as a wound dressing. Unfortunately, the structure and the topography of current cellulose meshes are not optimal for cell growth. To enhance the surface structure and the physicochemical properties of a commercially available mesh, we coated the mesh with wood-derived cellulose nanofibrils (CNFs). Three different types of mesh coatings are proposed in this study as a skin cell carrier: positively charged cationic cellulose nanofibrils (cCNFs), negatively charged anionic cellulose nanofibrils (aCNFs), and a combination of these two materials (c+aCNFs). These cell carriers were seeded with normal human dermal fibroblasts (NHDFs) or with human adipose-derived stem cells (ADSCs) to investigate cell adhesion, spreading, morphology, and proliferation. The negatively charged aCNF coating significantly improved the proliferation of both cell types. The positively charged cCNF coating significantly enhanced the adhesion of ADSCs only. The number of NHDFs was similar on the cCNF coatings and on the noncoated pristine cellulose mesh. However, the three-dimensional (3D) structure of the cCNF coating promoted cell survival. The c+aCNF construct proved to combine benefits from both types of CNFs, which means that the c+aCNF cell carrier is a promising candidate for further application in skin tissue engineering.
- Published
- 2020
- Full Text
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22. Transforming machine translation: a deep learning system reaches news translation quality comparable to human professionals.
- Author
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Popel M, Tomkova M, Tomek J, Kaiser Ł, Uszkoreit J, Bojar O, and Žabokrtský Z
- Abstract
The quality of human translation was long thought to be unattainable for computer translation systems. In this study, we present a deep-learning system, CUBBITT, which challenges this view. In a context-aware blind evaluation by human judges, CUBBITT significantly outperformed professional-agency English-to-Czech news translation in preserving text meaning (translation adequacy). While human translation is still rated as more fluent, CUBBITT is shown to be substantially more fluent than previous state-of-the-art systems. Moreover, most participants of a Translation Turing test struggle to distinguish CUBBITT translations from human translations. This work approaches the quality of human translation and even surpasses it in adequacy in certain circumstances.This suggests that deep learning may have the potential to replace humans in applications where conservation of meaning is the primary aim.
- Published
- 2020
- Full Text
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23. Applications of Nanocellulose/Nanocarbon Composites: Focus on Biotechnology and Medicine.
- Author
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Bacakova L, Pajorova J, Tomkova M, Matejka R, Broz A, Stepanovska J, Prazak S, Skogberg A, Siljander S, and Kallio P
- Abstract
Nanocellulose/nanocarbon composites are newly emerging smart hybrid materials containing cellulose nanoparticles, such as nanofibrils and nanocrystals, and carbon nanoparticles, such as "classical" carbon allotropes (fullerenes, graphene, nanotubes and nanodiamonds), or other carbon nanostructures (carbon nanofibers, carbon quantum dots, activated carbon and carbon black). The nanocellulose component acts as a dispersing agent and homogeneously distributes the carbon nanoparticles in an aqueous environment. Nanocellulose/nanocarbon composites can be prepared with many advantageous properties, such as high mechanical strength, flexibility, stretchability, tunable thermal and electrical conductivity, tunable optical transparency, photodynamic and photothermal activity, nanoporous character and high adsorption capacity. They are therefore promising for a wide range of industrial applications, such as energy generation, storage and conversion, water purification, food packaging, construction of fire retardants and shape memory devices. They also hold great promise for biomedical applications, such as radical scavenging, photodynamic and photothermal therapy of tumors and microbial infections, drug delivery, biosensorics, isolation of various biomolecules, electrical stimulation of damaged tissues (e.g., cardiac, neural), neural and bone tissue engineering, engineering of blood vessels and advanced wound dressing, e.g., with antimicrobial and antitumor activity. However, the potential cytotoxicity and immunogenicity of the composites and their components must also be taken into account., Competing Interests: The authors declare no conflict of interest. The funding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.
- Published
- 2020
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24. The polymorphic variant rs1800734 influences methylation acquisition and allele-specific TFAP4 binding in the MLH1 promoter leading to differential mRNA expression.
- Author
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Thomas R, Trapani D, Goodyer-Sait L, Tomkova M, Fernandez-Rozadilla C, Sahnane N, Woolley C, Davis H, Chegwidden L, Kriaucionis S, Maughan T, Leedham S, Palles C, Furlan D, Tomlinson I, and Lewis A
- Subjects
- Alleles, Case-Control Studies, CpG Islands, DNA Methylation, DNA-Binding Proteins genetics, Databases, Factual, Gene Expression Regulation, Neoplastic, Genetic Predisposition to Disease, Humans, Microsatellite Instability, MutL Protein Homolog 1 metabolism, RNA, Messenger genetics, Transcription Factors genetics, Colorectal Neoplasms genetics, DNA-Binding Proteins metabolism, MutL Protein Homolog 1 genetics, Polymorphism, Single Nucleotide, Promoter Regions, Genetic, Transcription Factors metabolism
- Abstract
Expression of the mismatch repair gene MutL homolog 1 (MLH1) is silenced in a clinically important subgroup of sporadic colorectal cancers. These cancers exhibit hypermutability with microsatellite instability (MSI) and differ from microsatellite-stable (MSS) colorectal cancers in both prognosis and response to therapies. Loss of MLH1 is usually due to epigenetic silencing with associated promoter methylation; coding somatic mutations rarely occur. Here we use the presence of a colorectal cancer (CRC) risk variant (rs1800734) within the MLH1 promoter to investigate the poorly understood mechanisms of MLH1 promoter methylation and loss of expression. We confirm the association of rs1800734 with MSI+ but not MSS cancer risk in our own data and by meta-analysis. Using sensitive allele-specific detection methods, we demonstrate that MLH1 is the target gene for rs1800734 mediated cancer risk. In normal colon tissue, small allele-specific differences exist only in MLH1 promoter methylation, but not gene expression. In contrast, allele-specific differences in both MLH1 methylation and expression are present in MSI+ cancers. We show that MLH1 transcriptional repression is dependent on DNA methylation and can be reversed by a methylation inhibitor. The rs1800734 allele influences the rate of methylation loss and amount of re-expression. The transcription factor TFAP4 binds to the rs1800734 region but with much weaker binding to the risk than the protective allele. TFAP4 binding is absent on both alleles when promoter methylation is present. Thus we propose that TFAP4 binding shields the protective rs1800734 allele of the MLH1 promoter from BRAF induced DNA methylation more effectively than the risk allele.
- Published
- 2019
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25. Survivability of rabbit amniotic fluid-derived mesenchymal stem cells post slow-freezing or vitrification.
- Author
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Kulikova B, Kovac M, Bauer M, Tomkova M, Olexikova L, Vasicek J, Balazi A, Makarevich AV, and Chrenek P
- Subjects
- Animals, Cells, Cultured, Cryopreservation, Female, Flow Cytometry, Polymerase Chain Reaction, Rabbits, Amniotic Fluid cytology, Amniotic Fluid physiology, Freezing, Mesenchymal Stem Cells classification, Mesenchymal Stem Cells physiology, Vitrification
- Abstract
This work aimed to evaluate the effect of two distinct cryopreservation procedures - conventional slow-freezing and vitrification, on survivability and mesenchymal marker expression stability of rabbit amniotic fluid-derived mesenchymal stem cells (rAF-MSCs). Cells at passage 2 were slowly frozen, using 10% of dimethylsulfoxide, or vitrified, using 40% of ethylene glycol, 0.5 M sucrose and 18% Ficoll 70. After three months storage in liquid nitrogen, viability, chromosomal stability, ultrastructure, surface and intracellular marker expression and differentiation potential of cells were evaluated immediately post-thawing/warming and after additional culture for 48-72 h. Our results showed decreased (P ≤ 0.05) viability of cells post-thawing/warming. However, after additional culture, the viability was similar to those in fresh counterparts in both cryopreserved groups. Increase (P ≤ 0.05) in the population doubling time of vitrified cells was observed, while doubling time of slow-frozen cells remained similar to non-cryopreserved cells. No changes in karyotype (chromosomal numbers) were observed in frozen/vitrified AF-MSCs, and histological staining confirmed similar differentiation potential of fresh and frozen/vitrified cells. Analysis of mesenchymal marker expression by qPCR showed that both cryopreservation approaches significantly affected expression of CD73 and CD90 surface markers. These changes were not detected using flow cytometry. In summary, the conventional slow-freezing and vitrification are reliable and effective approaches for the cryopreservation of rabbit AF-MSCs. Nevertheless, our study confirmed affected expression of some mesenchymal markers following cryopreservation., (Copyright © 2019 Elsevier GmbH. All rights reserved.)
- Published
- 2019
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26. Bisulfite-free direct detection of 5-methylcytosine and 5-hydroxymethylcytosine at base resolution.
- Author
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Liu Y, Siejka-Zielińska P, Velikova G, Bi Y, Yuan F, Tomkova M, Bai C, Chen L, Schuster-Böckler B, and Song CX
- Subjects
- Animals, Base Sequence, Biotechnology, CpG Islands, DNA chemistry, DNA Methylation, Humans, Mice, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization, Sulfites, Whole Genome Sequencing, 5-Methylcytosine analogs & derivatives, 5-Methylcytosine analysis, Sequence Analysis, DNA methods
- Abstract
Bisulfite sequencing has been the gold standard for mapping DNA modifications including 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) for decades
1-4 . However, this harsh chemical treatment degrades the majority of the DNA and generates sequencing libraries with low complexity2,5,6 . Here, we present a bisulfite-free and base-level-resolution sequencing method, TET-assisted pyridine borane sequencing (TAPS), for detection of 5mC and 5hmC. TAPS combines ten-eleven translocation (TET) oxidation of 5mC and 5hmC to 5-carboxylcytosine (5caC) with pyridine borane reduction of 5caC to dihydrouracil (DHU). Subsequent PCR converts DHU to thymine, enabling a C-to-T transition of 5mC and 5hmC. TAPS detects modifications directly with high sensitivity and specificity, without affecting unmodified cytosines. This method is nondestructive, preserving DNA fragments over 10 kilobases long. We applied TAPS to the whole-genome mapping of 5mC and 5hmC in mouse embryonic stem cells and show that, compared with bisulfite sequencing, TAPS results in higher mapping rates, more even coverage and lower sequencing costs, thus enabling higher quality, more comprehensive and cheaper methylome analyses.- Published
- 2019
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27. Mutational signature distribution varies with DNA replication timing and strand asymmetry.
- Author
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Tomkova M, Tomek J, Kriaucionis S, and Schuster-Böckler B
- Subjects
- DNA Repair, Esophageal Neoplasms genetics, Humans, Mutagens toxicity, Mutation, Neoplasms genetics, DNA Replication Timing, Mutagenesis
- Abstract
Background: DNA replication plays an important role in mutagenesis, yet little is known about how it interacts with other mutagenic processes. Here, we use somatic mutation signatures-each representing a mutagenic process-derived from 3056 patients spanning 19 cancer types to quantify the strand asymmetry of mutational signatures around replication origins and between early and late replicating regions., Results: We observe that most of the detected mutational signatures are significantly correlated with the timing or direction of DNA replication. The properties of these associations are distinct for different signatures and shed new light on several mutagenic processes. For example, our results suggest that oxidative damage to the nucleotide pool substantially contributes to the mutational landscape of esophageal adenocarcinoma., Conclusions: Together, our results indicate an interaction between DNA replication, the associated damage repair, and most mutagenic processes.
- Published
- 2018
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28. DNA Modifications: Naturally More Error Prone?
- Author
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Tomkova M and Schuster-Böckler B
- Subjects
- Animals, CpG Islands, DNA Methylation, DNA Repair, DNA Replication, Epigenesis, Genetic, Humans, Mutagenesis, Mutation, Smoking, Sunlight adverse effects, Ultraviolet Rays adverse effects, DNA genetics, DNA metabolism
- Abstract
Epigenetic DNA modifications are essential for normal cell function in vertebrates, but they can also be hotspots of mutagenesis. Methylcytosine in particular has long been known to be less stable than other nucleotides and spontaneously deaminates to thymine. Beyond this well-established phenomenon, however, the influence of epigenetic marks on mutagenesis has recently become an active field of investigation. In this review, we summarize current knowledge of the interactions between different DNA modifications and other mutagenic processes. External mutagens, such as UV light or smoking carcinogens, affect modified cytosines differently from unmodified ones, and modified cytosine can in some cases be protective rather than mutagenic. Notably, cell-intrinsic processes, such as DNA replication, also appear to influence the mutagenesis of modified cytosines. Altogether, evidence is accumulating to show that epigenetic changes have a profound influence on tissue-specific mutation accumulation., (Copyright © 2018 Elsevier Ltd. All rights reserved.)
- Published
- 2018
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29. Erratum to "DNA Replication and associated repair pathways are involved in the mutagenesis of methylated cytosine"[DNA Repair, 62 (2018) 1-7].
- Author
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Tomkova M, McClellan M, Kriaucionis S, and Schuster-Böckler B
- Published
- 2018
- Full Text
- View/download PDF
30. DNA Replication and associated repair pathways are involved in the mutagenesis of methylated cytosine.
- Author
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Tomkova M, McClellan M, Kriaucionis S, and Schuster-Böckler B
- Subjects
- Carcinogenesis, CpG Islands, Humans, Neoplasms enzymology, Neoplasms metabolism, 5-Methylcytosine metabolism, DNA Mismatch Repair, DNA Polymerase II metabolism, DNA Replication, Mutagenesis, Neoplasms genetics
- Abstract
Transitions of cytosine to thymine in CpG dinucleotides are the most frequent type of mutations observed in cancer. This increased mutability is commonly explained by the presence of 5-methylcytosine (5mC) and its spontaneous hydrolytic deamination into thymine. Here, we describe observations that question whether spontaneous deamination alone causes the elevated mutagenicity of 5mC. Tumours with somatic mutations in DNA mismatch-repair genes or in the proofreading domain of DNA polymerase ε (Pol ε) exhibit more 5mC to T transitions than would be expected, given the kinetics of hydrolytic deamination. This enrichment is asymmetrical around replication origins with a preference for the leading strand template, in particular in methylated cytosines flanked by guanines (GCG). Notably, GCG to GTG mutations also exhibit strand asymmetry in mismatch-repair and Pol ε wild-type tumours. Together, these findings suggest that mis-incorporation of A opposite 5mC during replication of the leading strand might be a contributing factor in the mutagenesis of methylated cytosine., (Copyright © 2017 Elsevier B.V. All rights reserved.)
- Published
- 2018
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31. 5-hydroxymethylcytosine marks regions with reduced mutation frequency in human DNA.
- Author
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Tomkova M, McClellan M, Kriaucionis S, and Schuster-Boeckler B
- Subjects
- 5-Methylcytosine chemistry, 5-Methylcytosine metabolism, Brain Neoplasms metabolism, Brain Neoplasms pathology, CpG Islands, DNA Methylation, DNA, Neoplasm metabolism, Databases, Genetic, Humans, Kidney Neoplasms metabolism, Kidney Neoplasms pathology, Myelodysplastic Syndromes metabolism, Myelodysplastic Syndromes pathology, Myeloid Cells metabolism, Myeloid Cells pathology, Exome Sequencing, 5-Methylcytosine analogs & derivatives, Brain Neoplasms genetics, DNA, Neoplasm genetics, Epigenesis, Genetic, Kidney Neoplasms genetics, Mutation Rate, Myelodysplastic Syndromes genetics
- Abstract
CpG dinucleotides are the main mutational hot-spot in most cancers. The characteristic elevated C>T mutation rate in CpG sites has been related to 5-methylcytosine (5mC), an epigenetically modified base which resides in CpGs and plays a role in transcription silencing. In brain nearly a third of 5mCs have recently been found to exist in the form of 5-hydroxymethylcytosine (5hmC), yet the effect of 5hmC on mutational processes is still poorly understood. Here we show that 5hmC is associated with an up to 53% decrease in the frequency of C>T mutations in a CpG context compared to 5mC. Tissue specific 5hmC patterns in brain, kidney and blood correlate with lower regional CpG>T mutation frequency in cancers originating in the respective tissues. Together our data reveal global and opposing effects of the two most common cytosine modifications on the frequency of cancer causing somatic mutations in different cell types.
- Published
- 2016
- Full Text
- View/download PDF
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