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Grabowicz IE, Wilczyński B, Kamińska B, Roura AJ, Wojtaś B, Dąbrowski MJ. Author Correction: The role of epigenetic modifications, long-range contacts, enhancers and topologically associating domains in the regulation of glioma grade-specific genes. Sci Rep 2021; 11:19628. [PMID: 34584207 PMCID: PMC8479125 DOI: 10.1038/s41598-021-99319-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Ilona E Grabowicz
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
| | - Bartek Wilczyński
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Bożena Kamińska
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartosz Wojtaś
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał J Dąbrowski
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
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Grabowicz IE, Wilczyński B, Kamińska B, Roura AJ, Wojtaś B, Dąbrowski MJ. The role of epigenetic modifications, long-range contacts, enhancers and topologically associating domains in the regulation of glioma grade-specific genes. Sci Rep 2021; 11:15668. [PMID: 34341417 PMCID: PMC8329071 DOI: 10.1038/s41598-021-95009-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 07/16/2021] [Indexed: 02/07/2023] Open
Abstract
Genome-wide studies have uncovered specific genetic alterations, transcriptomic patterns and epigenetic profiles associated with different glioma types. We have recently created a unique atlas encompassing genome-wide profiles of open chromatin, histone H3K27ac and H3Kme3 modifications, DNA methylation and transcriptomes of 33 glioma samples of different grades. Here, we intersected genome-wide atlas data with topologically associating domains (TADs) and demonstrated that the chromatin organization and epigenetic landscape of enhancers have a strong impact on genes differentially expressed in WHO low grade versus high grade gliomas. We identified TADs enriched in glioma grade-specific genes and/or epigenetic marks. We found the set of transcription factors, including REST, E2F1 and NFKB1, that are most likely to regulate gene expression in multiple TADs, containing specific glioma-related genes. Moreover, many genes associated with the cell-matrix adhesion Gene Ontology group, in particular 14 PROTOCADHERINs, were found to be regulated by long-range contacts with enhancers. Presented results demonstrate the existence of epigenetic differences associated with chromatin organization driving differential gene expression in gliomas of different malignancy.
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Affiliation(s)
- Ilona E Grabowicz
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
| | - Bartek Wilczyński
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Bożena Kamińska
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Adria-Jaume Roura
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartosz Wojtaś
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał J Dąbrowski
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland.
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Stępniak K, Machnicka MA, Mieczkowski J, Macioszek A, Wojtaś B, Gielniewski B, Poleszak K, Perycz M, Król SK, Guzik R, Dąbrowski MJ, Dramiński M, Jardanowska M, Grabowicz I, Dziedzic A, Kranas H, Sienkiewicz K, Diamanti K, Kotulska K, Grajkowska W, Roszkowski M, Czernicki T, Marchel A, Komorowski J, Kaminska B, Wilczyński B. Mapping chromatin accessibility and active regulatory elements reveals pathological mechanisms in human gliomas. Nat Commun 2021; 12:3621. [PMID: 34131149 PMCID: PMC8206121 DOI: 10.1038/s41467-021-23922-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 05/19/2021] [Indexed: 12/15/2022] Open
Abstract
Chromatin structure and accessibility, and combinatorial binding of transcription factors to regulatory elements in genomic DNA control transcription. Genetic variations in genes encoding histones, epigenetics-related enzymes or modifiers affect chromatin structure/dynamics and result in alterations in gene expression contributing to cancer development or progression. Gliomas are brain tumors frequently associated with epigenetics-related gene deregulation. We perform whole-genome mapping of chromatin accessibility, histone modifications, DNA methylation patterns and transcriptome analysis simultaneously in multiple tumor samples to unravel epigenetic dysfunctions driving gliomagenesis. Based on the results of the integrative analysis of the acquired profiles, we create an atlas of active enhancers and promoters in benign and malignant gliomas. We explore these elements and intersect with Hi-C data to uncover molecular mechanisms instructing gene expression in gliomas.
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Affiliation(s)
- Karolina Stępniak
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Magdalena A Machnicka
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Jakub Mieczkowski
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
- Medical University of Gdansk, International Research Agenda 3P Medicine Laboratory, Gdansk, Poland
| | - Anna Macioszek
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Bartosz Wojtaś
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Bartłomiej Gielniewski
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Katarzyna Poleszak
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Malgorzata Perycz
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Sylwia K Król
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Rafał Guzik
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał J Dąbrowski
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Michał Dramiński
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Marta Jardanowska
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Ilona Grabowicz
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Agata Dziedzic
- Institute of Computer Science of the Polish Academy of Sciences, Warsaw, Poland
| | - Hanna Kranas
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Karolina Sienkiewicz
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Klev Diamanti
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Katarzyna Kotulska
- Departments of Neurology, Neurosurgery, Neuropathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Wiesława Grajkowska
- Departments of Neurology, Neurosurgery, Neuropathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Marcin Roszkowski
- Departments of Neurology, Neurosurgery, Neuropathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Tomasz Czernicki
- Department of Neurosurgery, Medical University of Warsaw, Warsaw, Poland
| | - Andrzej Marchel
- Department of Neurosurgery, Medical University of Warsaw, Warsaw, Poland
| | - Jan Komorowski
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Bozena Kaminska
- Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland.
| | - Bartek Wilczyński
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland.
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Weigl W, Bieryło A, Wielgus M, Krzemień-Wiczyńska Ś, Kołacz M, Dąbrowski MJ. Perioperative analgesia after intrathecal fentanyl and morphine or morphine alone for cesarean section: A randomized controlled study. Medicine (Baltimore) 2017; 96:e8892. [PMID: 29310376 PMCID: PMC5728777 DOI: 10.1097/md.0000000000008892] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
OBJECTIVES Intrathecal morphine is used in the postoperative management of pain after caesarean section (CS), but might not be optimal for intraoperative analgesia. We hypothesized that intrathecal fentanyl could supplement intraoperative analgesia when added to a local anesthetic and morphine without affecting management of postoperative pain. METHODS This prospective, randomized, double-blind, parallel-group study included 60 parturients scheduled for elective CS. Spinal anesthesia consisted of bupivacaine with either morphine 100 μg (M group), or fentanyl 25 μg and morphine 100 μg (FM group). The frequency of intraoperative pain and pethidine consumption in the 24 hours postoperatively was recorded. RESULTS Fewer patients in the FM group required additional intraoperative analgesia (P < .01, relative risk 0.06, 95% confidence interval [CI] 0.004-1.04). The FM group was noninferior to the M group for 24-hour opioid consumption (95% CI -10.0 mg to 45.7 mg, which was below the prespecified boundary of 50 mg). Pethidine consumption in postoperative hours 1 to 12 was significantly higher in the FM group (P = .02). Postoperative nausea and vomiting (PONV) were more common in the FM group (P = .01). Visual analog scale scores, effective analgesia, Apgar scores, and rates of pruritus and respiratory depression were similar between the groups. CONCLUSIONS Intrathecal combination of fentanyl and morphine may provide better perioperative analgesia than morphine alone in CS and could be useful when the time from anesthesia to skin incision is short. However, an increase in PONV and possible acute spinal opioid tolerance after addition of intrathecal fentanyl warrants further investigation using lower doses of fentanyl.
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Affiliation(s)
- Wojciech Weigl
- First Department of Anesthesiology and Intensive Care, Medical University of Warsaw, Warsaw, Poland
- Anesthesiology and Intensive Care, Department of Surgical Sciences, Uppsala University, Akademiska Hospital, Uppsala, Sweden
| | - Andrzej Bieryło
- First Department of Anesthesiology and Intensive Care, Medical University of Warsaw, Warsaw, Poland
| | - Monika Wielgus
- First Department of Anesthesiology and Intensive Care, Medical University of Warsaw, Warsaw, Poland
- Department of Anesthesiology and Intensive Care, Centre of Postgraduate Medical Education, Gruca Orthopedic and Trauma Teaching Hospital, Otwock
| | | | - Marcin Kołacz
- First Department of Anesthesiology and Intensive Care, Medical University of Warsaw, Warsaw, Poland
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Diamanti K, Umer HM, Kruczyk M, Dąbrowski MJ, Cavalli M, Wadelius C, Komorowski J. Maps of context-dependent putative regulatory regions and genomic signal interactions. Nucleic Acids Res 2016; 44:9110-9120. [PMID: 27625394 PMCID: PMC5100580 DOI: 10.1093/nar/gkw800] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 08/31/2016] [Indexed: 12/24/2022] Open
Abstract
Gene transcription is regulated mainly by transcription factors (TFs). ENCODE and Roadmap Epigenomics provide global binding profiles of TFs, which can be used to identify regulatory regions. To this end we implemented a method to systematically construct cell-type and species-specific maps of regulatory regions and TF-TF interactions. We illustrated the approach by developing maps for five human cell-lines and two other species. We detected ∼144k putative regulatory regions among the human cell-lines, with the majority of them being ∼300 bp. We found ∼20k putative regulatory elements in the ENCODE heterochromatic domains suggesting a large regulatory potential in the regions presumed transcriptionally silent. Among the most significant TF interactions identified in the heterochromatic regions were CTCF and the cohesin complex, which is in agreement with previous reports. Finally, we investigated the enrichment of the obtained putative regulatory regions in the 3D chromatin domains. More than 90% of the regions were discovered in the 3D contacting domains. We found a significant enrichment of GWAS SNPs in the putative regulatory regions. These significant enrichments provide evidence that the regulatory regions play a crucial role in the genomic structural stability. Additionally, we generated maps of putative regulatory regions for prostate and colorectal cancer human cell-lines.
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Affiliation(s)
- Klev Diamanti
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-751-24, Sweden
| | - Husen M Umer
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-751-24, Sweden
| | - Marcin Kruczyk
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-751-24, Sweden
| | - Michał J Dąbrowski
- Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala SE-751-08, Sweden
| | - Marco Cavalli
- Institute of Computer Science, Polish Academy of Sciences, Warsaw 012-48, Poland
| | - Claes Wadelius
- Institute of Computer Science, Polish Academy of Sciences, Warsaw 012-48, Poland
| | - Jan Komorowski
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-751-24, Sweden .,Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala SE-751-08, Sweden
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Dąbrowski MJ, Bornelöv S, Kruczyk M, Baltzer N, Komorowski J. 'True' null allele detection in microsatellite loci: a comparison of methods, assessment of difficulties and survey of possible improvements. Mol Ecol Resour 2014; 15:477-88. [PMID: 25187238 DOI: 10.1111/1755-0998.12326] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 08/19/2014] [Accepted: 08/21/2014] [Indexed: 02/04/2023]
Abstract
Null alleles are alleles that for various reasons fail to amplify in a PCR assay. The presence of null alleles in microsatellite data is known to bias the genetic parameter estimates. Thus, efficient detection of null alleles is crucial, but the methods available for indirect null allele detection return inconsistent results. Here, our aim was to compare different methods for null allele detection, to explain their respective performance and to provide improvements. We applied several approaches to identify the 'true' null alleles based on the predictions made by five different methods, used either individually or in combination. First, we introduced simulated 'true' null alleles into 240 population data sets and applied the methods to measure their success in detecting the simulated null alleles. The single best-performing method was ML-NullFreq_frequency. Furthermore, we applied different noise reduction approaches to improve the results. For instance, by combining the results of several methods, we obtained more reliable results than using a single one. Rule-based classification was applied to identify population properties linked to the false discovery rate. Rules obtained from the classifier described which population genetic estimates and loci characteristics were linked to the success of each method. We have shown that by simulating 'true' null alleles into a population data set, we may define a null allele frequency threshold, related to a desired true or false discovery rate. Moreover, using such simulated data sets, the expected null allele homozygote frequency may be estimated independently of the equilibrium state of the population.
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Affiliation(s)
- M J Dąbrowski
- Department of Cell and Molecular Biology, Science for Life Laboratory, Uppsala University, Box 596, 751 24, Uppsala, Sweden; Museum and Institute of Zoology, Polish Academy of Sciences, Wilcza 64, 00-679, Warsaw, Poland
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Dąbrowski MJ, Pilot M, Kruczyk M, Żmihorski M, Umer HM, Gliwicz J. Reliability assessment of null allele detection: inconsistencies between and within different methods. Mol Ecol Resour 2013; 14:361-73. [PMID: 24119056 DOI: 10.1111/1755-0998.12177] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2012] [Revised: 09/17/2013] [Accepted: 09/20/2013] [Indexed: 11/29/2022]
Abstract
Microsatellite loci are widely used in population genetic studies, but the presence of null alleles may lead to biased results. Here, we assessed five methods that indirectly detect null alleles and found large inconsistencies among them. Our analysis was based on 20 microsatellite loci genotyped in a natural population of Microtus oeconomus sampled during 8 years, together with 1200 simulated populations without null alleles, but experiencing bottlenecks of varying duration and intensity, and 120 simulated populations with known null alleles. In the natural population, 29% of positive results were consistent between the methods in pairwise comparisons, and in the simulated data set, this proportion was 14%. The positive results were also inconsistent between different years in the natural population. In the null-allele-free simulated data set, the number of false positives increased with increased bottleneck intensity and duration. We also found a low concordance in null allele detection between the original simulated populations and their 20% random subsets. In the populations simulated to include null alleles, between 22% and 42% of true null alleles remained undetected, which highlighted that detection errors are not restricted to false positives. None of the evaluated methods clearly outperformed the others when both false-positive and false-negative rates were considered. Accepting only the positive results consistent between at least two methods should considerably reduce the false-positive rate, but this approach may increase the false-negative rate. Our study demonstrates the need for novel null allele detection methods that could be reliably applied to natural populations.
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Affiliation(s)
- M J Dąbrowski
- Museum and Institute of Zoology, Polish Academy of Sciences, Wilcza 64, 00-679, Warsaw, Poland; Department of Cell and Molecular Biology, Uppsala University, Box 596, 751 24, Uppsala, Sweden
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Dąbrowski MJ, Pomorski JJ, Gliwicz J. Cytochrome b gene ( cytb) sequence diversity in a Microtus oeconomus population from Bialowieza Primeval Forest. Acta Theriol (Warsz) 2013; 58:119-126. [PMID: 23538781 PMCID: PMC3606515 DOI: 10.1007/s13364-012-0096-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2012] [Accepted: 08/21/2012] [Indexed: 11/28/2022]
Abstract
Based on published information about the glacial, postglacial, and recent distribution of the root vole, Microtus oeconomus, we hypothesized that a population inhabiting the pristine wetland in eastern Poland (Bialowieza Primeval Forest) might comprise a high diversity of haplotypes. The support for this hypothesis was provided by an analysis of partial cytb gene sequences from 149 voles sampled within a two-hectare plot during a nine-year study. In this population, we identified eight haplotypes (PLB1-PLB8), four of which were new to the root vole. These haplotypes were characterized by low nucleotide diversity (π = 0.0054, SE = 0.0019), the absence of transversional differences between sequences, and no changes in the encoded amino acid sequence: features suggesting a lack of immigration from the distant populations. The haplotype number and their frequency distribution in males and females did not differ significantly. An assessment of the persistence of matrilines in the local population throughout the study period revealed that the haplotype composition was relatively stable for only about 3 years. A more complete haplotype network for root voles in Europe was constructed by combining the newly identified haplotypes with the 45 previously described haplotypes. Two of the haplotypes detected in this study occupy key positions in this network: PLB5, as the closest link to the North European group, and PLB8, as an ancestor to many other Central European haplotypes.
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Affiliation(s)
- Michał J Dąbrowski
- Museum and Institute of Zoology, Polish Academy of Sciences, Wilcza 64, 00-679 Warsaw, Poland
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