118 results on '"Rubbi, P"'
Search Results
2. Epigenetic aging of semen is associated with inflammation.
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Feng, Junxi, Rubbi, Liudmilla, Kianian, Reza, Mills, Jesse, Osadchiy, Vadim, Sigalos, John, Eleswarapu, Sriram, and Pellegrini, Matteo
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Epigenetics ,aging ,male infertility ,semen ,sperm ,Humans ,Male ,Epigenesis ,Genetic ,Inflammation ,Aging ,Adult ,DNA Methylation ,Semen ,Middle Aged ,Infertility ,Male ,Epigenome - Abstract
Male infertility has been a primary cause of global infertility, affecting 8-12% of couples worldwide. Previous studies have shown that semen quality decreases with advanced aging with an increased presence of inflammatory cells. In this study, we examined changes in the epigenome across a diverse cohort that includes both fertile and infertile men. We also compare the age-associated changes in semen to those observed in buccal swabs in order to characterize differences in epigenetic aging across diverse tissues. We found that variations in the semen methylome associated with aging are linked to inflammatory genes. Many age-associated sites are demethylated with advanced aging and are associated with the activation of inflammatory pathways. By contrast, we do not observe age-associated changes in inflammatory genes in buccal swab methylomes, which instead are characterized by changes to bivalent promoters. Our findings highlight the potential of epigenetic markers as indicators of male reproductive health.
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- 2024
3. An epigenetic human cytomegalovirus infection score predicts viremia risk in seropositive lung transplant recipients.
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Hsu, Fei-Man, Mohanty, Rashmi Prava, Rubbi, Liudmilla, Thompson, Michael, Pickering, Harry, Reed, Elaine, Greenland, John, Schaenman, Joanna, and Pellegrini, Matteo
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Cytomegalovirus ,DNA methylation ,biomarker ,epigenetics ,kidney transplantation ,lung transplantation ,Humans ,Cytomegalovirus Infections ,Lung Transplantation ,Viremia ,Male ,Female ,Cytomegalovirus ,Middle Aged ,DNA Methylation ,Epigenesis ,Genetic ,Adult ,Transplant Recipients - Abstract
Cytomegalovirus (CMV) infection and reactivation in solid organ transplant (SOT) recipients increases the risk of viremia, graft failure and death. Clinical studies of CMV serostatus indicate that donor positive recipient negative (D+/R-) patients have greater viremia risk than D-/R-. The majority of patients are R+ having intermediate serologic risk. To characterize the long-term impact of CMV infection and assess viremia risk, we sought to measure the effects of CMV on the recipient immune epigenome. Specifically, we profiled DNA methylation in 156 individuals before lung or kidney transplant. We found that the methylome of CMV positive SOT recipients is hyper-methylated at loci associated with neural development and Polycomb group (PcG) protein binding, and hypo-methylated at regions critical for the maturation of lymphocytes. In addition, we developed a machine learning-based model to predict the recipient CMV serostatus after correcting for cell type composition and ancestry. This CMV episcore measured at baseline in R+ individual stratifies viremia risk accurately in the lung transplant cohort, and along with serostatus the CMV episcore could be a potential biomarker for identifying R+ patients at high viremia risk.
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- 2024
4. Genome of Dietzia cinnamea 55, a desert-isolated microbe with plant growth-promoting properties for grain crops.
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Hirsch, Ann, Khan, Noor, Humm, Ethan, Rubbi, Mila, Del Vecchio, Giorgia, Ha, Sung, Pellegrini, Matteo, and Gunsalus, Robert
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Dietzia cinnamea ,PGPR ,plant growth promotion ,whole genome sequencing - Abstract
Here, we report the genome sequence of Dietzia cinnamea 55, isolated from the Negev Desert, Israel. D. cinnamea 55 was found to promote the growth of several cereal crops (corn, wheat, and pearl millet) in greenhouse and field studies.
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- 2024
5. Raising awareness may increase the likelihood of hematopoietic stem cell donation: a nationwide survey using artificial intelligence
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Conte, Luana, De Nunzio, Giorgio, Lupo, Roberto, Cascio, Donato, Cioce, Marco, Vitale, Elsa, Ianne, Chiara, Rubbi, Ivan, Martino, Massimo, Lombardini, Letizia, Vassanelli, Aurora, Pupella, Simonetta, Pollichieni, Simona, Sacchi, Nicoletta, Ciceri, Fabio, and Botti, Stefano
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- 2024
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6. The response to influenza vaccination is associated with DNA methylation-driven regulation of T cell innate antiviral pathways.
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Fu, Hongxiang, Pickering, Harry, Rubbi, Liudmilla, Ross, Ted, Zhou, Wanding, Reed, Elaine, and Pellegrini, Matteo
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Cell-type deconvolution ,DNA methylation ,Influenza vaccine ,Influenza virus ,RNA sequencing ,Targeted bisulfite sequencing ,Humans ,DNA Methylation ,Influenza Vaccines ,Immunity ,Innate ,Female ,Male ,Influenza ,Human ,Middle Aged ,Adult ,Signal Transduction ,T-Lymphocytes ,Longitudinal Studies ,Epigenesis ,Genetic ,Vaccination ,DEAD Box Protein 58 ,Leukocytes ,Mononuclear - Abstract
BACKGROUND: The effect of vaccination on the epigenome remains poorly characterized. In previous research, we identified an association between seroprotection against influenza and DNA methylation at sites associated with the RIG-1 signaling pathway, which recognizes viral double-stranded RNA and leads to a type I interferon response. However, these studies did not fully account for confounding factors including age, gender, and BMI, along with changes in cell-type composition. RESULTS: Here, we studied the influenza vaccine response in a longitudinal cohort vaccinated over two consecutive years (2019-2020 and 2020-2021), using peripheral blood mononuclear cells and a targeted DNA methylation approach. To address the effects of multiple factors on the epigenome, we designed a multivariate multiple regression model that included seroprotection levels as quantified by the hemagglutination-inhibition (HAI) assay test. CONCLUSIONS: Our findings indicate that 179 methylation sites can be combined as potential signatures to predict seroprotection. These sites were not only enriched for genes involved in the regulation of the RIG-I signaling pathway, as found previously, but also enriched for other genes associated with innate immunity to viruses and the transcription factor binding sites of BRD4, which is known to impact T cell memory. We propose a model to suggest that the RIG-I pathway and BRD4 could potentially be modulated to improve immunization strategies.
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- 2024
7. Complete genomes of two Variovorax endophytes isolated from surface-sterilized alfalfa nodules.
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Hirsch, Ann M, Humm, Ethan, Rubbi, Mila, Del Vecchio, Giorgia, Ha, Sung Min, Pellegrini, Matteo, and Gunsalus, Robert P
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Microbiology ,Biological Sciences ,Variovorax ,alfalfa nodule ,bioremediation ,endophytes ,plant growth-promotion - Abstract
Variovorax species catabolize a wide range of natural and industrial products and have been shown to be integral rhizosphere inhabitants. Here, we report the complete genomes of V. paradoxus 2u118 and V. sp. SPNA7, which were isolated from alfalfa root nodules and possess plant growth-promoting properties.
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- 2024
8. Longitudinal analysis of influenza vaccination implicates regulation of RIG-I signaling by DNA methylation
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Fu, Hongxiang, Pickering, Harry, Rubbi, Liudmilla, Ross, Ted M., Reed, Elaine F., and Pellegrini, Matteo
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- 2024
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9. Contextualized Machine Learning
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Lengerich, Benjamin, Ellington, Caleb N., Rubbi, Andrea, Kellis, Manolis, and Xing, Eric P.
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Statistics - Machine Learning ,Computer Science - Machine Learning - Abstract
We examine Contextualized Machine Learning (ML), a paradigm for learning heterogeneous and context-dependent effects. Contextualized ML estimates heterogeneous functions by applying deep learning to the meta-relationship between contextual information and context-specific parametric models. This is a form of varying-coefficient modeling that unifies existing frameworks including cluster analysis and cohort modeling by introducing two reusable concepts: a context encoder which translates sample context into model parameters, and sample-specific model which operates on sample predictors. We review the process of developing contextualized models, nonparametric inference from contextualized models, and identifiability conditions of contextualized models. Finally, we present the open-source PyTorch package ContextualizedML.
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- 2023
10. Longitudinal analysis of influenza vaccination implicates regulation of RIG-I signaling by DNA methylation.
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Pellegrini, Matteo, Fu, Hongxiang, Pickering, Harry, Rubbi, Liudmilla, Ross, Ted, and Reed, Elaine
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Humans ,DNA Methylation ,Influenza ,Human ,Leukocytes ,Mononuclear ,Vaccination ,Influenza Vaccines ,DEAD Box Protein 58 ,Signal Transduction ,Antibodies ,Viral - Abstract
Influenza virus infection alters the promoter DNA methylation of key immune response-related genes, including type-1 interferons and proinflammatory cytokines. However, less is known about the effect of the influenza vaccine on the epigenome. We utilized a targeted DNA methylation approach to study the longitudinal effects (day 0 pre-vaccination and day 28 post-vaccination) on influenza vaccination responses in peripheral blood mononuclear cells. We found that baseline, pre-vaccination methylation profiles are associated with pre-existing, protective serological immunity. Additionally, we identified 481 sites that were differentially methylated between baseline and day 28 post-vaccination. These were enriched for genes involved in the regulation of the RIG-I signaling pathway, an important regulator of viral responses. Our results suggest that DNA methylation changes to components of the RIG-I pathway are associated with vaccine effectiveness. Therefore, immunization strategies that target this pathway may improve serological responses to influenza vaccination.
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- 2024
11. Breast Cancer Prevention Practices and Knowledge in Italian and Chinese Women in Italy: Clinical Checkups, Free NHS Screening Adherence, and Breast Self-Examination (BSE)
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Conte, Luana, Lupo, Roberto, Lezzi, Alessia, Sciolti, Serena, Rubbi, Ivan, Carvello, Maicol, Calabrò, Antonino, Botti, Stefano, Fanizzi, Annarita, Massafra, Raffaella, Vitale, Elsa, and De Nunzio, Giorgio
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- 2024
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12. Experiences of Students' Challenging Behaviour in Primary Schools in South Africa: Teacher, Governor, and Caretaker Perspectives
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Rubbi Nunan, Julie Shantone
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Students' challenging behaviour is a persisting problem in some primary schools. In South African primary schools, however, students' challenging behaviour is mainly understood as disruptive classroom behaviour. To establish how primary schools experience this phenomenon, interviews were held with twenty-one participants, purposively selected from three primary schools, to provide qualitative data. Opposing prior understandings, thematic analysis showed that students' challenging behaviour in primary schools is experienced through acts of violence, vandalism, and bullying. Social cognitive theory revealed how students growing up in hostile environments emulate and reproduce hostility. Education departments should consider these experiences to appraise and revise disciplinary policies to promote school safety, and more effective learning in the classroom.
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- 2023
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13. Factors Preventing Teachers from Effectively Implementing Inclusive Education in Mainstream Classrooms in a Selected Combined School in South Africa
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Kavitha Govender and Julie Shantone Rubbi Nunan
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Inclusive education (IE) was introduced in 2001 in South African schools. Still, its implementation in mainstream classrooms has not attained optimum potential. To highlight the shortcomings, this study explores factors preventing teachers from effectively implementing IE in a combined school. Qualitative data were collected through interviews, questionnaires, and document analysis. Thematic analysis results revealed teacher preparedness, among other factors, is impeding the effective implementation of IE in schools. Bronfenbrenner's theory emphasised the need for collaboration to achieve systemic goals. The study recommends education authorities consider the shortcomings to strengthen teacher efficacy and student support, including endorsing school infrastructure IE compliant.
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- 2023
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14. Breast Cancer Prevention: The Key Role of Population Screening, Breast Self-Examination (BSE) and Technological Tools. Survey of Italian Women
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Conte, Luana, De Nunzio, Giorgio, Lupo, Roberto, Mieli, Matilde, Lezzi, Alessia, Vitale, Elsa, Carriero, Maria Chiara, Calabrò, Antonino, Carvello, Maicol, Rubbi, Ivan, and Federico, Massimo
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- 2023
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15. A mammalian methylation array for profiling methylation levels at conserved sequences
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Arneson, Adriana, Haghani, Amin, Thompson, Michael J, Pellegrini, Matteo, Kwon, Soo Bin, Vu, Ha, Maciejewski, Emily, Yao, Mingjia, Li, Caesar Z, Lu, Ake T, Morselli, Marco, Rubbi, Liudmilla, Barnes, Bret, Hansen, Kasper D, Zhou, Wanding, Breeze, Charles E, Ernst, Jason, and Horvath, Steve
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Genetics ,Human Genome ,Animals ,Biomarkers ,Conserved Sequence ,CpG Islands ,DNA Methylation ,Epigenesis ,Genetic ,Humans ,Mammals ,Mice ,Mutation ,Protein Processing ,Post-Translational ,Rats ,Transcriptome - Abstract
Infinium methylation arrays are not available for the vast majority of non-human mammals. Moreover, even if species-specific arrays were available, probe differences between them would confound cross-species comparisons. To address these challenges, we developed the mammalian methylation array, a single custom array that measures up to 36k CpGs per species that are well conserved across many mammalian species. We designed a set of probes that can tolerate specific cross-species mutations. We annotate the array in over 200 species and report CpG island status and chromatin states in select species. Calibration experiments demonstrate the high fidelity in humans, rats, and mice. The mammalian methylation array has several strengths: it applies to all mammalian species even those that have not yet been sequenced, it provides deep coverage of conserved cytosines facilitating the development of epigenetic biomarkers, and it increases the probability that biological insights gained in one species will translate to others.
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- 2022
16. Factors Influencing Rural Foundation Phase Learners' Underperformance in Reading and Mathematics in Primary Schools in South Africa: Teacher Perspectives
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Rubbi Nunan, Julie Shantone
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Foundation phase (grade R to 3) learners' underperformance against the curriculum is a growing concern in primary school. In South Africa, reports reveal a large number of learners underperforming in Reading and Mathematics. To understand this phenomenon, focus group discussions (FGDs) were held with 17 foundation phase teachers to probe their perspectives for qualitative data collection. Thematic results revealed many factors that could influence learners' underperformance. Social constructivism and development theories highlighted the importance of scaffolding learning. Education authorities should consider these factors in curriculum design and implementation to mitigate learners' underperformance in reading and Mathematics in primary schools.
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- 2022
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17. South African Teachers' Perspectives of What Causes Students to Exhibit Challenging Behavior in Primary Schools
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Rubbi Nunan, Julie Shantone
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South African primary school teachers struggle curtailing student behaviors, therefore impeding teaching and learning. To understand this phenomenon, 15 primary school teachers were interviewed. Findings reveal that students' negative family dynamics, displaced aggression, and social factors influenced challenging behavior. Social cognitive theory and general systems theory rationalized how behavior is learned and transferred within systems. Understanding the causative factors of student challenging behavior will benefit teachers to understand the student before addressing their behavior. Future research should look into student challenging behavior from other perspectives. School intervention programs should be established that support vulnerable students to curtail their challenging behavior.
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- 2022
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18. Clinical Features of Takotsubo Syndrome and Its Differential Diagnostic Criteria in Clinical Nursing Practice: A Review of the Literature
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Lezzi, Pierluigi, Lupo, Roberto, Cimarelli, Noemi, Conte, Luana, De Nunzio, Giorgio, Botti, Stefano, Calcagnile, Alessandro, Del Coco, Ciro, Calabro, Antonino, Rubbi, Ivan, Carvello, Maicol, and Vitale, Elsa
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- 2023
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19. Targeting OGG1 and PARG radiosensitises head and neck cancer cells to high-LET protons through complex DNA damage persistence
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Fabbrizi, Maria Rita, Nickson, Catherine M., Hughes, Jonathan R., Robinson, Emily A., Vaidya, Karthik, Rubbi, Carlos P., Kacperek, Andrzej, Bryant, Helen E., Helleday, Thomas, and Parsons, Jason L.
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- 2024
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20. Human DNA methylation signatures differentiate persistent from resolving MRSA bacteremia.
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Chang, Yu-Ling, Rossetti, Maura, Gjertson, David W, Rubbi, Liudmilla, Thompson, Michael, Montoya, Dennis J, Morselli, Marco, Ruffin, Felicia, Hoffmann, Alexander, Pellegrini, Matteo, Fowler, Vance G, Yeaman, Michael R, Reed, Elaine F, and with the MRSA Systems Immunology Group
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with the MRSA Systems Immunology Group ,Humans ,Bacteremia ,Staphylococcal Infections ,CCAAT-Enhancer-Binding Protein-beta ,Anti-Bacterial Agents ,DNA Methylation ,Response Elements ,Middle Aged ,Female ,Male ,STAT1 Transcription Factor ,p300-CBP Transcription Factors ,Methicillin-Resistant Staphylococcus aureus ,DNA methylation ,MRSA ,Staphylococcus aureus ,epigenetics ,persistence ,Human Genome ,Hematology ,Antimicrobial Resistance ,Genetics ,Biodefense ,Sepsis ,Vaccine Related ,Infectious Diseases ,Emerging Infectious Diseases ,Prevention ,Infection - Abstract
Persistent methicillin-resistant Staphylococcus aureus (MRSA) bacteremia is life threatening and occurs in up to 30% of MRSA bacteremia cases despite appropriate antimicrobial therapy. Isolates of MRSA that cause antibiotic-persistent methicillin-resistant S. aureus bacteremia (APMB) typically have in vitro antibiotic susceptibilities equivalent to those causing antibiotic-resolving methicillin-resistant S. aureus bacteremia (ARMB). Thus, persistence reflects host-pathogen interactions occurring uniquely in context of antibiotic therapy in vivo. However, host factors and mechanisms involved in APMB remain unclear. We compared DNA methylomes in circulating immune cells from patients experiencing APMB vs. ARMB. Overall, methylation signatures diverged in the distinct patient cohorts. Differentially methylated sites intensified proximate to transcription factor binding sites, primarily in enhancer regions. In APMB patients, significant hypomethylation was observed in binding sites for CCAAT enhancer binding protein-β (C/EBPβ) and signal transducer/activator of transcription 1 (STAT1). In contrast, hypomethylation in ARMB patients localized to glucocorticoid receptor and histone acetyltransferase p300 binding sites. These distinct methylation signatures were enriched in neutrophils and achieved a mean area under the curve of 0.85 when used to predict APMB using a classification model. These findings validated by targeted bisulfite sequencing (TBS-seq) differentiate epigenotypes in patients experiencing APMB vs. ARMB and suggest a risk stratification strategy for antibiotic persistence in patients treated for MRSA bacteremia.
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- 2021
21. Targeted bisulfite sequencing for biomarker discovery.
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Morselli, Marco, Farrell, Colin, Rubbi, Liudmilla, Fehling, Heather L, Henkhaus, Rebecca, and Pellegrini, Matteo
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Humans ,Sulfites ,5-Methylcytosine ,Sequence Analysis ,DNA ,Age Factors ,DNA Methylation ,Epigenesis ,Genetic ,Aging ,Models ,Genetic ,Epigenomics ,High-Throughput Nucleotide Sequencing ,Biomarkers ,Biomarker discovery ,DNA methylation ,Epigenetic clock ,Next-generation sequencing ,Target bisulfite-seq ,Genetics ,Human Genome ,Cancer ,Generic health relevance ,Epigenetic dock ,Clinical Sciences - Abstract
Cytosine methylation is one of the best studied epigenetic modifications. In mammals, DNA methylation patterns vary among cells and is mainly found in the CpG context. DNA methylation is involved in important processes during development and differentiation and its dysregulation can lead to or is associated with diseases, such as cancer, loss-of-imprinting syndromes and neurological disorders. It has been also shown that DNA methylation at the cellular, tissue and organism level varies with age. To overcome the costs of Whole-Genome Bisulfite Sequencing, the gold standard method to detect 5-methylcytosines at a single base resolution, DNA methylation arrays have been developed and extensively used. This method allows one to assess the status of a fraction of the CpG sites present in the genome of an organism. In order to combine the relatively low cost of Methylation Arrays and digital signals of bisulfite sequencing, we developed a Targeted Bisulfite Sequencing method that can be applied to biomarker discovery for virtually any phenotype. Here we describe a comprehensive step-by-step protocol to build a DNA methylation-based epigenetic clock.
- Published
- 2021
22. Students' Challenging Behavior in Phoenix Primary Schools, South Africa: Impact on Teachers
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Rubbi Nunan, Julie Shantone and Ntombela, Sithabile
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Students' challenging behavior is impacting negatively on teachers' wellbeing worldwide. Currently, teaching for some teachers in South African primary schools has become exhausting and daunting to say the least. Teachers feel that they have had enough degradation and are not receiving the respect they, as professionals, deserve. Students' relentless rampages and their refusal to listen to teachers are pushing teachers to the near brink of mental breakdown. This article, which embraces a qualitative research design and draws on an interpretative approach, derives from a larger case study conducted at three primary schools in Phoenix. To determine "how does students' challenging behavior impact on teachers," semi-structured interviews were conducted with five teachers from each sample school (N = 15). Thematic analysis was used to classify data for this study. The systems theory applied portrays how behavior transferred from the home and environmental system, into the school system was impacting on teachers. Results indicate that teachers are unhappy and are awaiting their exit from the teaching profession. Furthermore, lack of collaboration between systems deters any amalgamated progress. Future research should concentrate on embracing constructive systems to reduce teachers' mental and physical stresses in South African primary schools.
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- 2022
- Full Text
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23. Victims' Experiences of Learner Challenging Behaviour in Primary Schools in Phoenix, South Africa
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Rubbi Nunan, Julie Shantone
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Victims' experiences of learner challenging behaviour in South African primary schools are an ongoing problem that is cause for concern, where additionally, the parents of the perpetrators are unapologetic, and defending their wrongdoing. In this scenario, there is little teachers can do to address ill-disciplined learners. In effect, teacher helplessness has further intensified the problem in primary schools. To establish the way in which the victims experience challenging behaviour, face-to-face semi-structured interviews were conducted with a sample of six learners (N = 6). Results indicate that the victims continuously suffer at the hands, and indeed the feet, of violent learners. Furthermore, as their cries go unheard, the problem remains persistent. Since schools have been failing to respond effectively to learner challenging behaviour, this article recommends immediate intervention by the Department of Basic Education (DBE) to offer a more constructive solution to this problem, one that will effect change and offer relief and protection to the victims. The article concludes that victims continue to suffer, with little or no safeguarding from teachers. Future research ought to include the role of teachers in safeguarding learners against learner victimisation and challenging behaviour in primary schools.
- Published
- 2018
24. Epigenetic Suppression of Transgenic T-cell Receptor Expression via Gamma-Retroviral Vector Methylation in Adoptive Cell Transfer Therapy
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Nowicki, Theodore S, Farrell, Colin, Morselli, Marco, Rubbi, Liudmilla, Campbell, Katie M, Macabali, Mignonette H, Berent-Maoz, Beata, Comin-Anduix, Begoña, Pellegrini, Matteo, and Ribas, Antoni
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Medical Biotechnology ,Biomedical and Clinical Sciences ,Immunology ,Biotechnology ,Stem Cell Research ,Vaccine Related ,Cancer ,Genetics ,Immunization ,Gene Therapy ,5.2 Cellular and gene therapies ,Epigenesis ,Genetic ,Genetic Vectors ,Humans ,Immunotherapy ,Adoptive ,Receptors ,Antigen ,T-Cell ,Transduction ,Genetic ,Oncology and Carcinogenesis ,Biochemistry and cell biology ,Oncology and carcinogenesis - Abstract
Transgenic T-cell receptor (TCR) adoptive cell therapies recognizing tumor antigens are associated with robust initial response rates, but frequent disease relapse. This usually occurs in the setting of poor long-term persistence of cells expressing the transgenic TCR, generated using murine stem cell virus (MSCV) γ-retroviral vectors. Analysis of clinical transgenic adoptive cell therapy products in vivo revealed that despite strong persistence of the transgenic TCR DNA sequence over time, its expression was profoundly decreased over time at the RNA and protein levels. Patients with the greatest degrees of expression suppression displayed significant increases in DNA methylation over time within the MSCV promoter region, as well as progressive increases in DNA methylation within the entire MSCV vector over time. These increases in vector methylation occurred independently of its integration site within the host genomes. These results have significant implications for the design of future viral vector gene-engineered adoptive cell transfer therapies. SIGNIFICANCE: Cellular immunotherapies' reliance on retroviral vectors encoding foreign genetic material can be vulnerable to progressive acquisition of DNA methylation and subsequent epigenetic suppression of the transgenic product in TCR adoptive cell therapy. This must be considered in the design of future generations of cellular immunotherapies for cancer.This article is highlighted in the In This Issue feature, p. 1611.
- Published
- 2020
25. Facing up to Bias in Healthcare: The Influence of Familiarity Appearance on Hiring Decisions
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Bagnis, Arianna, Cremonini, Valeria, Pasi, Eleonora, Pasquinelli, Gianandrea, Rubbi, Ivan, Russo, Paolo Maria, and Mattarozzi, Katia
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Associations between facial appearance and hiring decisions are well-documented within job literature as a source of decision misjudgment with economic and human costs. Notwithstanding, this aspect is yet to be investigated in healthcare. We collected 90 pictures of new-graduates nurses faces to be judged on different facial appearance-based traits by an independent sample. Six months after graduation, the same new-graduates were interviewed about their job situation. Binomial logistic regression was conducted to examine whether facial appearance ratings would predict the probability to be hired as nurse. Results showed that applicants with a face conveying a feeling of familiarity were more likely to be hired. Considering that people might be inclined to these biases during societal crises and the exceptional need to quickly recruit health professionals during COVID-19 pandemic, our study recommends special attention to prevent the influence of facial appearance-based evaluations not reflecting real skills to limit potentially adverse consequences.
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- 2021
- Full Text
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26. DNA methylation estimation using methylation-sensitive restriction enzyme bisulfite sequencing (MREBS).
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Bonora, Giancarlo, Rubbi, Liudmilla, Morselli, Marco, Ma, Feiyang, Chronis, Constantinos, Plath, Kathrin, and Pellegrini, Matteo
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Cell Line ,Chromatin ,Animals ,Mice ,Sulfites ,DNA Restriction Enzymes ,Sequence Analysis ,DNA ,DNA Methylation ,CpG Islands ,Genome ,Cellular Reprogramming ,Genetics ,Human Genome ,Generic health relevance ,General Science & Technology - Abstract
Whole-genome bisulfite sequencing (WGBS) and reduced representation bisulfite sequencing (RRBS) are widely used for measuring DNA methylation levels on a genome-wide scale. Both methods have limitations: WGBS is expensive and prohibitive for most large-scale projects; RRBS only interrogates 6-12% of the CpGs in the human genome. Here, we introduce methylation-sensitive restriction enzyme bisulfite sequencing (MREBS) which has the reduced sequencing requirements of RRBS, but significantly expands the coverage of CpG sites in the genome. We built a multiple regression model that combines the two features of MREBS: the bisulfite conversion ratios of single cytosines (as in WGBS and RRBS) as well as the number of reads that cover each locus (as in MRE-seq). This combined approach allowed us to estimate differential methylation across 60% of the genome using read count data alone, and where counts were sufficiently high in both samples (about 1.5% of the genome), our estimates were significantly improved by the single CpG conversion information. We show that differential DNA methylation values based on MREBS data correlate well with those based on WGBS and RRBS. This newly developed technique combines the sequencing cost of RRBS and DNA methylation estimates on a portion of the genome similar to WGBS, making it ideal for large-scale projects of mammalian genomes.
- Published
- 2019
27. Epigenome-wide association in adipose tissue from the METSIM cohort
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Orozco, Luz D, Farrell, Colin, Hale, Christopher, Rubbi, Liudmilla, Rinaldi, Arturo, Civelek, Mete, Pan, Calvin, Lam, Larry, Montoya, Dennis, Edillor, Chantle, Seldin, Marcus, Boehnke, Michael, Mohlke, Karen L, Jacobsen, Steve, Kuusisto, Johanna, Laakso, Markku, Lusis, Aldons J, and Pellegrini, Matteo
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Biological Sciences ,Genetics ,Diabetes ,Nutrition ,Human Genome ,Obesity ,Clinical Research ,2.1 Biological and endogenous factors ,Cardiovascular ,Metabolic and endocrine ,Stroke ,Cancer ,Adipose Tissue ,Adult ,Aged ,Biopsy ,Body Mass Index ,CpG Islands ,DNA Methylation ,Epigenesis ,Genetic ,Gene Expression Regulation ,Genome ,Human ,Genome-Wide Association Study ,Humans ,Male ,Metabolic Syndrome ,Middle Aged ,Quantitative Trait Loci ,Medical and Health Sciences ,Genetics & Heredity - Abstract
Most epigenome-wide association studies to date have been conducted in blood. However, metabolic syndrome is mediated by a dysregulation of adiposity and therefore it is critical to study adipose tissue in order to understand the effects of this syndrome on epigenomes. To determine if natural variation in DNA methylation was associated with metabolic syndrome traits, we profiled global methylation levels in subcutaneous abdominal adipose tissue. We measured association between 32 clinical traits related to diabetes and obesity in 201 people from the Metabolic Syndrome in Men cohort. We performed epigenome-wide association studies between DNA methylation levels and traits, and identified associations for 13 clinical traits in 21 loci. We prioritized candidate genes in these loci using expression quantitative trait loci, and identified 18 high confidence candidate genes, including known and novel genes associated with diabetes and obesity traits. Using methylation deconvolution, we examined which cell types may be mediating the associations, and concluded that most of the loci we identified were specific to adipocytes. We determined whether the abundance of cell types varies with metabolic traits, and found that macrophages increased in abundance with the severity of metabolic syndrome traits. Finally, we developed a DNA methylation-based biomarker to assess type 2 diabetes risk in adipose tissue. In conclusion, our results demonstrate that profiling DNA methylation in adipose tissue is a powerful tool for understanding the molecular effects of metabolic syndrome on adipose tissue, and can be used in conjunction with traditional genetic analyses to further characterize this disorder.
- Published
- 2018
28. Prenatal Growth Patterns and Birthweight Are Associated With Differential DNA Methylation and Gene Expression of Cardiometabolic Risk Genes in Human Placentas: A Discovery-Based Approach
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Chen, Pao-Yang, Chu, Alison, Liao, Wen-Wei, Rubbi, Liudmilla, Janzen, Carla, Hsu, Fei-Man, Thamotharan, Shanthie, Ganguly, Amit, Lam, Larry, Montoya, Dennis, Pellegrini, Matteo, and Devaskar, Sherin U
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Pediatric ,Genetics ,Perinatal Period - Conditions Originating in Perinatal Period ,Preterm ,Low Birth Weight and Health of the Newborn ,Prevention ,Infant Mortality ,Biotechnology ,Human Genome ,Aetiology ,2.1 Biological and endogenous factors ,Reproductive health and childbirth ,Good Health and Well Being ,Birth Weight ,DNA Methylation ,Epigenesis ,Genetic ,Female ,Fetal Development ,Fetal Growth Retardation ,Gene Expression ,Gene Expression Regulation ,Humans ,Infant ,Newborn ,Placenta ,Pregnancy ,intrauterine growth restriction ,placenta ,developmental programming of cardiometabolic disease ,DNA methylation ,large for gestational age ,Paediatrics and Reproductive Medicine ,Obstetrics & Reproductive Medicine - Abstract
Inherent genetic programming and environmental factors affect fetal growth in utero. Epidemiologic data in growth-altered fetuses, either intrauterine growth restricted (IUGR) or large for gestational age (LGA), demonstrate that these newborns are at increased risk of cardiometabolic disease in adulthood. There is growing evidence that the in utero environment leads to epigenetic modification, contributing to eventual risk of developing heart disease or diabetes. In this study, we used reduced representation bisulfite sequencing to examine genome-wide DNA methylation variation in placental samples from offspring born IUGR, LGA, and appropriate for gestational age (AGA) and to identify differential methylation of genes important for conferring risk of cardiometabolic disease. We found that there were distinct methylation signatures for IUGR, LGA, and AGA groups and identified over 500 differentially methylated genes (DMGs) among these group comparisons. Functional and gene network analyses revealed expected relationships of DMGs to placental physiology and transport, but also identified novel pathways with biologic plausibility and potential clinical importance to cardiometabolic disease. Specific loci for DMGs of interest had methylation patterns that were strongly associated with anthropometric presentations. We further validated altered gene expression of these specific DMGs contributing to vascular and metabolic diseases (SLC36A1, PTPRN2, CASZ1, IL10), thereby establishing transcriptional effects toward assigning functional significance. Our results suggest that the gene expression and methylation state of the human placenta are related and sensitive to the intrauterine environment, as it affects fetal growth patterns. We speculate that these observed changes may affect risk for offspring in developing adult cardiometabolic disease.
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- 2018
29. Abf1 and other general regulatory factors control ribosome biogenesis gene expression in budding yeast
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Bosio, Maria Cristina, Fermi, Beatrice, Spagnoli, Gloria, Levati, Elisabetta, Rubbi, Ludmilla, Ferrari, Roberto, Pellegrini, Matteo, and Dieci, Giorgio
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Genetics ,1.1 Normal biological development and functioning ,Underpinning research ,Generic health relevance ,Culture Media ,DEAD-box RNA Helicases ,DNA-Binding Proteins ,Gene Expression Regulation ,Fungal ,Glucose ,Histone Deacetylase 1 ,Organelle Biogenesis ,Promoter Regions ,Genetic ,Regulon ,Ribosomes ,Saccharomyces cerevisiae ,Saccharomyces cerevisiae Proteins ,Transcription Factors ,Transcription ,Genetic ,Environmental Sciences ,Biological Sciences ,Information and Computing Sciences ,Developmental Biology - Abstract
Ribosome biogenesis in Saccharomyces cerevisiae involves a regulon of >200 genes (Ribi genes) coordinately regulated in response to nutrient availability and cellular growth rate. Two cis-acting elements called PAC and RRPE are known to mediate Ribi gene repression in response to nutritional downshift. Here, we show that most Ribi gene promoters also contain binding sites for one or more General Regulatory Factors (GRFs), most frequently Abf1 and Reb1, and that these factors are enriched in vivo at Ribi promoters. Abf1/Reb1/Tbf1 promoter association was required for full Ribi gene expression in rich medium and for its modulation in response to glucose starvation, characterized by a rapid drop followed by slow recovery. Such a response did not entail changes in Abf1 occupancy, but it was paralleled by a quick increase, followed by slow decrease, in Rpd3L histone deacetylase occupancy. Remarkably, Abf1 site disruption also abolished Rpd3L complex recruitment in response to starvation. Extensive mutational analysis of the DBP7 promoter revealed a complex interplay of Tbf1 sites, PAC and RRPE in the transcriptional regulation of this Ribi gene. Our observations point to GRFs as new multifaceted players in Ribi gene regulation both during exponential growth and under repressive conditions.
- Published
- 2017
30. Causes of Challenging Behavior in Primary Schools: The Perspectives of Students in Phoenix, South Africa
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Rubbi Nunan, Julie Shantone and Ntombela, Sithabile
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Students' challenging behavior has become a serious problem internationally. In South Africa, there are reports highlighting that even primary schools experience serious forms of challenging behavior by students. This article emanates from a case study that utilized the social cognitive theory to understand how primary schools address this phenomenon. To get students' perspectives of what causes them to exhibit challenging behavior, a purposive sample of nine students (N = 9) from three primary schools was identified. Data were generated through face-to-face and focus group interviews. Findings show that there are more school than home factors impacting primary school students' lives and influencing behavior. The article concludes that primary school teachers need to understand the causative factors of challenging behaviors and consider changing school cultures as a possible solution to school improvement efforts. Further research should include a larger sample of schools and multicultural students to shed more light on this phenomenon.
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- 2019
- Full Text
- View/download PDF
31. Cardiac Fibroblasts Adopt Osteogenic Fates and Can Be Targeted to Attenuate Pathological Heart Calcification
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Pillai, Indulekha CL, Li, Shen, Romay, Milagros, Lam, Larry, Lu, Yan, Huang, Jie, Dillard, Nathaniel, Zemanova, Marketa, Rubbi, Liudmilla, Wang, Yibin, Lee, Jason, Xia, Ming, Liang, Owen, Xie, Ya-Hong, Pellegrini, Matteo, Lusis, Aldons J, and Deb, Arjun
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Biomedical and Clinical Sciences ,Genetics ,Biotechnology ,Cardiovascular ,Heart Disease - Coronary Heart Disease ,Heart Disease ,2.1 Biological and endogenous factors ,Musculoskeletal ,Animals ,Basic Helix-Loop-Helix Transcription Factors ,Biomarkers ,Calcification ,Physiologic ,Calcinosis ,Cardiomyopathies ,Cell Differentiation ,Cell Lineage ,Cell Separation ,Diphosphates ,Disease Models ,Animal ,Female ,Fibroblasts ,Humans ,Male ,Mice ,Inbred C57BL ,Myocardial Infarction ,Myocardium ,Osteogenesis ,Phosphates ,Phosphoric Diester Hydrolases ,Pyrophosphatases ,Biological Sciences ,Medical and Health Sciences ,Developmental Biology ,Biological sciences ,Biomedical and clinical sciences - Abstract
Mammalian tissues calcify with age and injury. Analogous to bone formation, osteogenic cells are thought to be recruited to the affected tissue and induce mineralization. In the heart, calcification of cardiac muscle leads to conduction system disturbances and is one of the most common pathologies underlying heart blocks. However the cell identity and mechanisms contributing to pathological heart muscle calcification remain unknown. Using lineage tracing, murine models of heart calcification and in vivo transplantation assays, we show that cardiac fibroblasts (CFs) adopt an osteoblast cell-like fate and contribute directly to heart muscle calcification. Small-molecule inhibition of ENPP1, an enzyme that is induced upon injury and regulates bone mineralization, significantly attenuated cardiac calcification. Inhibitors of bone mineralization completely prevented ectopic cardiac calcification and improved post injury heart function. Taken together, these findings highlight the plasticity of fibroblasts in contributing to ectopic calcification and identify pharmacological targets for therapeutic development.
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- 2017
32. Human Embryonic Stem Cells Do Not Change Their X Inactivation Status during Differentiation
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Patel, Sanjeet, Bonora, Giancarlo, Sahakyan, Anna, Kim, Rachel, Chronis, Constantinos, Langerman, Justin, Fitz-Gibbon, Sorel, Rubbi, Liudmilla, Skelton, Rhys JP, Ardehali, Reza, Pellegrini, Matteo, Lowry, William E, Clark, Amander T, and Plath, Kathrin
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Biological Sciences ,Genetics ,Human Genome ,Stem Cell Research - Embryonic - Human ,Stem Cell Research ,Regenerative Medicine ,Stem Cell Research - Embryonic - Non-Human ,Cell Differentiation ,Cell Line ,DNA Methylation ,Female ,Gene Expression Regulation ,Gene Silencing ,Human Embryonic Stem Cells ,Humans ,In Situ Hybridization ,Fluorescence ,Induced Pluripotent Stem Cells ,Male ,Sequence Analysis ,RNA ,Tretinoin ,X Chromosome Inactivation ,DNA methylation ,X-chromosome dosage compensation ,X-inactivation ,Xi-erosion ,Xist ,human embryonic stem cells ,human induced pluripotent stem cells ,inactive X chromosome ,Biochemistry and Cell Biology ,Medical Physiology ,Biological sciences - Abstract
Applications of embryonic stem cells (ESCs) require faithful chromatin changes during differentiation, but the fate of the X chromosome state in differentiating ESCs is unclear. Female human ESC lines either carry two active X chromosomes (XaXa), an Xa and inactive X chromosome with or without XIST RNA coating (XiXIST+Xa;XiXa), or an Xa and an eroded Xi (XeXa) where the Xi no longer expresses XIST RNA and has partially reactivated. Here, we established XiXa, XeXa, and XaXa ESC lines and followed their X chromosome state during differentiation. Surprisingly, we found that the X state pre-existing in primed ESCs is maintained in differentiated cells. Consequently, differentiated XeXa and XaXa cells lacked XIST, did not induce X inactivation, and displayed higher X-linked gene expression than XiXa cells. These results demonstrate that X chromosome dosage compensation is not required for ESC differentiation. Our data imply that XiXIST+Xa ESCs are most suited for downstream applications and show that all other X states are abnormal byproducts of our ESC derivation and propagation method.
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- 2017
33. Il compito (poetico) di un semplice fante. Il bisogno d’ordine di una nazione nello sviluppo metrico-stilistico del primo Ungaretti
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Rubbi, Nicolò
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Giuseppe Ungaretti ,Prima Guerra Mondiale ,Grande Guerra ,Carso ,Fronte ,identità ,Italia ,memoria ,poesia ,Allegria ,Tempo ,Sentimento ,Metrica ,Tradizione - Abstract
Esiste una letteratura che, in periodo di guerra, pone esplicitamente a tema la problematica della perdita d’identità. Ne esiste un’altra, di più intima estrazione, che solo in filigrana dimostra d’aver colto la sfida imposta dal senso imperante di smarrimento. Guardando in fino al passaggio tra le prime due opere poetiche di Ungaretti — L’Allegria e Sentimento del tempo — è possibile intendere l’evoluzione del lessico, del metro e del concetto di tempo come lo svolgimento di un vero e proprio ufficio civile, atto ad esorcizzare col canto la palpabile onnipresenza della morte. Se l’Italia tutta chiede all’Ungaretti del Carso di trovare un barlume d’amore in una natura dilaniata, essa chiede all’Ungaretti del dopoguerra uno strumento per respingere la morte in un’atmosfera di ritrovato amore. Il poeta, a guisa dello stregone del magismo lucano descritto anni dopo da Ernesto De Martino, percuote il tamburo del metro, allontana il pericolo, e si pone propriamente al servizio di un’identità in ricostruzione.
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- 2017
34. Epigenetic changes mediated by polycomb repressive complex 2 and E2a are associated with drug resistance in a mouse model of lymphoma
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Flinders, Colin, Lam, Larry, Rubbi, Liudmilla, Ferrari, Roberto, Fitz-Gibbon, Sorel, Chen, Pao-Yang, Thompson, Michael, Christofk, Heather, B Agus, David, Ruderman, Daniel, Mallick, Parag, and Pellegrini, Matteo
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Biological Sciences ,Genetics ,Lymphatic Research ,Infectious Diseases ,Cancer Genomics ,Cancer ,Hematology ,Rare Diseases ,Lymphoma ,Antimicrobial Resistance ,Human Genome ,2.1 Biological and endogenous factors ,Generic health relevance ,Animals ,Antineoplastic Agents ,Basic Helix-Loop-Helix Transcription Factors ,Burkitt Lymphoma ,Cell Line ,Tumor ,Cyclophosphamide ,DNA Methylation ,Drug Resistance ,Neoplasm ,Epigenesis ,Genetic ,Histones ,Humans ,Mice ,Polycomb Repressive Complex 2 ,Principal Component Analysis ,Promoter Regions ,Genetic ,Burkitt's lymphoma ,Mafosfamide ,Resistance ,Histone ,Methylation ,Epigenetics ,Burkitt’s lymphoma ,Clinical Sciences - Abstract
BackgroundThe genetic origins of chemotherapy resistance are well established; however, the role of epigenetics in drug resistance is less well understood. To investigate mechanisms of drug resistance, we performed systematic genetic, epigenetic, and transcriptomic analyses of an alkylating agent-sensitive murine lymphoma cell line and a series of resistant lines derived by drug dose escalation.MethodsDose escalation of the alkylating agent mafosfamide was used to create a series of increasingly drug-resistant mouse Burkitt's lymphoma cell lines. Whole genome sequencing, DNA microarrays, reduced representation bisulfite sequencing, and chromatin immunoprecipitation sequencing were used to identify alterations in DNA sequence, mRNA expression, CpG methylation, and H3K27me3 occupancy, respectively, that were associated with increased resistance.ResultsOur data suggest that acquired resistance cannot be explained by genetic alterations. Based on integration of transcriptional profiles with transcription factor binding data, we hypothesize that resistance is driven by epigenetic plasticity. We observed that the resistant cells had H3K27me3 and DNA methylation profiles distinct from those of the parental lines. Moreover, we observed DNA methylation changes in the promoters of genes regulated by E2a and members of the polycomb repressor complex 2 (PRC2) and differentially expressed genes were enriched for targets of E2a. The integrative analysis considering H3K27me3 further supported a role for PRC2 in mediating resistance. By integrating our results with data from the Immunological Genome Project (Immgen.org), we showed that these transcriptional changes track the B-cell maturation axis.ConclusionsOur data suggest a novel mechanism of drug resistance in which E2a and PRC2 drive changes in the B-cell epigenome; these alterations attenuate alkylating agent treatment-induced apoptosis.
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- 2016
35. Reversible Regulation of Promoter and Enhancer Histone Landscape by DNA Methylation in Mouse Embryonic Stem Cells
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King, Andrew D, Huang, Kevin, Rubbi, Liudmilla, Liu, Shuo, Wang, Cun-Yu, Wang, Yinsheng, Pellegrini, Matteo, and Fan, Guoping
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Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Stem Cell Research ,Stem Cell Research - Embryonic - Non-Human ,Human Genome ,Generic health relevance ,Animals ,Cell Line ,DNA (Cytosine-5-)-Methyltransferases ,DNA Methylation ,Enhancer Elements ,Genetic ,Epigenesis ,Genetic ,Histone Code ,Histones ,Mice ,Mouse Embryonic Stem Cells ,Promoter Regions ,Genetic ,DNA methylation ,chromatin ,embryonic stem cells ,enhancers ,epigenetics ,gene regulation ,histone modifications ,polycomb ,promoters ,Biochemistry and Cell Biology ,Medical Physiology ,Biological sciences - Abstract
DNA methylation is one of a number of modes of epigenetic gene regulation. Here, we profile the DNA methylome, transcriptome, and global occupancy of histone modifications (H3K4me1, H3K4me3, H3K27me3, and H3K27ac) in a series of mouse embryonic stem cells (mESCs) with varying DNA methylation levels to study the effects of DNA methylation on deposition of histone modifications. We find that genome-wide DNA demethylation alters occupancy of histone modifications at both promoters and enhancers. This is reversed upon remethylation by Dnmt expression. DNA methylation promotes H3K27me3 deposition at bivalent promoters, while opposing H3K27me3 at silent promoters. DNA methylation also reversibly regulates H3K27ac and H3K27me3 at previously identified tissue-specific enhancers. These effects require DNMT catalytic activity. Collectively, our data show that DNA methylation is essential and instructive for deposition of specific histone modifications across regulatory regions, which together influences gene expression patterns in mESCs.
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- 2016
36. Novel features of telomere biology revealed by the absence of telomeric DNA methylation
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Vega-Vaquero, Alejandro, Bonora, Giancarlo, Morselli, Marco, Vaquero-Sedas, María I, Rubbi, Liudmilla, Pellegrini, Matteo, and Vega-Palas, Miguel A
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Plant Biology ,Biological Sciences ,Genetics ,Human Genome ,Arabidopsis ,Cytosine ,DNA Methylation ,DNA ,Mitochondrial ,RNA ,Telomere ,Telomere Homeostasis ,Medical and Health Sciences ,Bioinformatics - Abstract
Cytosine methylation regulates the length and stability of telomeres, which can affect a wide variety of biological features, including cell differentiation, development, or illness. Although it is well established that subtelomeric regions are methylated, the presence of methylated cytosines at telomeres has remained controversial. Here, we have analyzed multiple bisulfite sequencing studies to address the methylation status of Arabidopsis thaliana telomeres. We found that the levels of estimated telomeric DNA methylation varied among studies. Interestingly, we estimated higher levels of telomeric DNA methylation in studies that produced C-rich telomeric strands with lower efficiency. However, these high methylation estimates arose due to experimental limitations of the bisulfite technique. We found a similar phenomenon for mitochondrial DNA: The levels of mitochondrial DNA methylation detected were higher in experiments with lower mitochondrial read production efficiencies. Based on experiments with high telomeric C-rich strand production efficiencies, we concluded that Arabidopsis telomeres are not methylated, which was confirmed by methylation-dependent restriction enzyme analyses. Thus, our studies indicate that telomeres are refractory to de novo DNA methylation by the RNA-directed DNA methylation machinery. This result, together with previously reported data, reveals that subtelomeric DNA methylation controls the homeostasis of telomere length.
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- 2016
37. The concerted impact of domestication and transposon insertions on methylation patterns between dogs and grey wolves
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Janowitz Koch, Ilana, Clark, Michelle M, Thompson, Michael J, Deere-Machemer, Kerry A, Wang, Jun, Duarte, Lionel, Gnanadesikan, Gitanjali E, McCoy, Eskender L, Rubbi, Liudmilla, Stahler, Daniel R, Pellegrini, Matteo, Ostrander, Elaine A, Wayne, Robert K, Sinsheimer, Janet S, and vonHoldt, Bridgett M
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Biological Sciences ,Genetics ,Human Genome ,Animals ,DNA Methylation ,DNA Transposable Elements ,Dogs ,Domestication ,Evolution ,Molecular ,Inheritance Patterns ,Pedigree ,Polymorphism ,Genetic ,Sequence Analysis ,DNA ,Species Specificity ,Wolves ,canid ,domestication ,genome regulation ,methylation ,Evolutionary Biology ,Biological sciences - Abstract
The process of domestication can exert intense trait-targeted selection on genes and regulatory regions. Specifically, rapid shifts in the structure and sequence of genomic regulatory elements could provide an explanation for the extensive, and sometimes extreme, variation in phenotypic traits observed in domesticated species. Here, we explored methylation differences from >24 000 cytosines distributed across the genomes of the domesticated dog (Canis familiaris) and the grey wolf (Canis lupus). PCA and model-based cluster analyses identified two primary groups, domestic vs. wild canids. A scan for significantly differentially methylated sites (DMSs) revealed species-specific patterns at 68 sites after correcting for cell heterogeneity, with weak yet significant hypermethylation typical of purebred dogs when compared to wolves (59% and 58%, P 66%) of differentially methylated regions contained or were associated with repetitive elements, indicative of a genotype-mediated trend. However, DMSs were also often linked to functionally relevant genes (e.g. neurotransmitters). Finally, we utilized known genealogical relationships among Yellowstone wolves to survey transmission stability of methylation marks, from which we found a substantial fraction that demonstrated high heritability (both H(2) and h(2 ) > 0.99). These analyses provide a unique epigenetic insight into the molecular consequences of recent selection and radiation of our most ancient domesticated companion, the dog. These findings suggest selection has acted on methylation patterns, providing a new genomic perspective on phenotypic diversification in domesticated species.
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- 2016
38. DNA Methylation Indicates Susceptibility to Isoproterenol-Induced Cardiac Pathology and Is Associated With Chromatin States
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Chen, Haodong, Orozco, Luz D, Wang, Jessica, Rau, Christoph D, Rubbi, Liudmilla, Ren, Shuxun, Wang, Yibin, Pellegrini, Matteo, Lusis, Aldons J, and Vondriska, Thomas M
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Biomedical and Clinical Sciences ,Cardiovascular Medicine and Haematology ,Clinical Sciences ,Human Genome ,Cardiovascular ,Heart Disease ,Genetics ,2.1 Biological and endogenous factors ,Animals ,Cardiotonic Agents ,Chromatin ,CpG Islands ,DNA Methylation ,Disease Susceptibility ,Female ,Heart Failure ,Isoproterenol ,Mice ,Mice ,Inbred BALB C ,Species Specificity ,epigenomics ,chromatin ,heart failure ,DNA methylation ,genetics ,Cardiorespiratory Medicine and Haematology ,Cardiovascular System & Hematology ,Cardiovascular medicine and haematology ,Clinical sciences - Abstract
RationaleOnly a small portion of the known heritability of cardiovascular diseases, such as heart failure, can be explained based on single-gene mutations. Chromatin structure and regulation provide a substrate through which genetic differences in noncoding regions may affect cellular function and response to disease, but the mechanisms are unknown.ObjectiveWe conducted genome-wide measurements of DNA methylation in different strains of mice that are susceptible and resistant to isoproterenol-induced dysfunction to test the hypothesis that this epigenetic mark may play a causal role in the development of heart failure.Methods and resultsBALB/cJ and BUB/BnJ mice, determined to be susceptible and resistant to isoproterenol-induced heart failure, respectively, were administered the drug for 3 weeks via osmotic minipump. Reduced representational bisulfite sequencing was then used to compare the differences between the cardiac DNA methylomes in the basal state between strains and then after isoproterenol treatment. Single-base resolution DNA methylation measurements were obtained and revealed a bimodal distribution of methylation in the heart, enriched in lone intergenic CpGs and depleted from CpG islands around genes. Isoproterenol induced global decreases in methylation in both strains; however, the basal methylation pattern between strains shows striking differences that may be predictive of disease progression before environmental stress. The global correlation between promoter methylation and gene expression (as measured by microarray) was modest and revealed itself only with focused analyses of transcription start site and gene body regions (in contrast to when gene methylation was examined in toto). Modules of comethylated genes displayed correlation with other protein-based epigenetic marks, supporting the hypothesis that chromatin modifications act in a combinatorial manner to specify transcriptional phenotypes in the heart.ConclusionsThis study provides the first single-base resolution map of the mammalian cardiac DNA methylome and the first case-control analysis of the changes in DNA methylation with heart failure. The findings demonstrate marked genetic differences in DNA methylation that are associated with disease progression.
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- 2016
39. Transcriptomic Modification in the Cerebral Cortex following Noninvasive Brain Stimulation: RNA-Sequencing Approach
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Holmes, Ben, Jung, Seung Ho, Lu, Jing, Wagner, Jessica A, Rubbi, Liudmilla, Pellegrini, Matteo, and Jankord, Ryan
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Pharmacology and Pharmaceutical Sciences ,Biomedical and Clinical Sciences ,Brain Disorders ,Neurosciences ,Genetics ,Neurological ,Animals ,Cerebral Cortex ,Male ,Random Allocation ,Rats ,Rats ,Sprague-Dawley ,Sequence Analysis ,RNA ,Transcranial Direct Current Stimulation ,Transcriptome ,Cognitive Sciences ,Neurology & Neurosurgery ,Biological psychology - Abstract
Transcranial direct current stimulation (tDCS) has been shown to modulate neuroplasticity. Beneficial effects are observed in patients with psychiatric disorders and enhancement of brain performance in healthy individuals has been observed following tDCS. However, few studies have attempted to elucidate the underlying molecular mechanisms of tDCS in the brain. This study was conducted to assess the impact of tDCS on gene expression within the rat cerebral cortex. Anodal tDCS was applied at 3 different intensities followed by RNA-sequencing and analysis. In each current intensity, approximately 1,000 genes demonstrated statistically significant differences compared to the sham group. A variety of functional pathways, biological processes, and molecular categories were found to be modified by tDCS. The impact of tDCS on gene expression was dependent on current intensity. Results show that inflammatory pathways, antidepressant-related pathways (GTP signaling, calcium ion binding, and transmembrane/signal peptide pathways), and receptor signaling pathways (serotonergic, adrenergic, GABAergic, dopaminergic, and glutamate) were most affected. Of the gene expression profiles induced by tDCS, some changes were observed across multiple current intensities while other changes were unique to a single stimulation intensity. This study demonstrates that tDCS can modify the expression profile of various genes in the cerebral cortex and that these tDCS-induced alterations are dependent on the current intensity applied.
- Published
- 2016
40. Dynamic Changes in the Transcriptome and Methylome of Chlamydomonas reinhardtii throughout Its Life Cycle
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Lopez, David, Hamaji, Takashi, Kropat, Janette, De Hoff, Peter, Morselli, Marco, Rubbi, Liudmilla, Fitz-Gibbon, Sorel, Gallaher, Sean D, Merchant, Sabeeha S, Umen, James, and Pellegrini, Matteo
- Subjects
Plant Biology ,Biological Sciences ,Genetics ,Human Genome ,Women's Health ,Algal Proteins ,Chlamydomonas reinhardtii ,DNA (Cytosine-5-)-Methyltransferases ,DNA Methylation ,DNA ,Algal ,DNA ,Chloroplast ,Gene Expression Profiling ,Life Cycle Stages ,Models ,Genetic ,Reproduction ,Sequence Analysis ,DNA ,Sequence Analysis ,RNA ,Spores ,Transcriptome ,Agricultural and Veterinary Sciences ,Plant Biology & Botany ,Plant biology - Abstract
The green alga Chlamydomonas reinhardtii undergoes gametogenesis and mating upon nitrogen starvation. While the steps involved in its sexual reproductive cycle have been extensively characterized, the genome-wide transcriptional and epigenetic changes underlying different life cycle stages have yet to be fully described. Here, we performed transcriptome and methylome sequencing to quantify expression and DNA methylation from vegetative and gametic cells of each mating type and from zygotes. We identified 361 gametic genes with mating type-specific expression patterns and 627 genes that are specifically induced in zygotes; furthermore, these sex-related gene sets were enriched for secretory pathway and alga-specific genes. We also examined the C. reinhardtii nuclear methylation map with base-level resolution at different life cycle stages. Despite having low global levels of nuclear methylation, we detected 23 hypermethylated loci in gene-poor, repeat-rich regions. We observed mating type-specific differences in chloroplast DNA methylation levels in plus versus minus mating type gametes followed by chloroplast DNA hypermethylation in zygotes. Lastly, we examined the expression of candidate DNA methyltransferases and found three, DMT1a, DMT1b, and DMT4, that are differentially expressed during the life cycle and are candidate DNA methylases. The expression and methylation data we present provide insight into cell type-specific transcriptional and epigenetic programs during key stages of the C. reinhardtii life cycle.
- Published
- 2015
41. A high-throughput screen of inactive X chromosome reactivation identifies the enhancement of DNA demethylation by 5-aza-2′-dC upon inhibition of ribonucleotide reductase
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Minkovsky, Alissa, Sahakyan, Anna, Bonora, Giancarlo, Damoiseaux, Robert, Dimitrova, Elizabeth, Rubbi, Liudmilla, Pellegrini, Matteo, Radu, Caius G, and Plath, Kathrin
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Biological Sciences ,Genetics ,Hematology ,Human Genome ,Rare Diseases ,Cancer ,X chromosome inactivation ,DNA methylation ,5-aza-2 '-dC ,Ribonucleotide reductase ,Hydroxyurea ,5-aza-2′-dC - Abstract
BackgroundDNA methylation is important for the maintenance of the silent state of genes on the inactive X chromosome (Xi). Here, we screened for siRNAs and chemicals that reactivate an Xi-linked reporter in the presence of 5-aza-2'-deoxycytidine (5-aza-2'-dC), an inhibitor of DNA methyltransferase 1, at a concentration that, on its own, is not sufficient for Xi-reactivation.ResultsWe found that inhibition of ribonucleotide reductase (RNR) induced expression of the reporter. RNR inhibition potentiated the effect of 5-aza-2'-dC by enhancing its DNA incorporation, thereby decreasing DNA methylation levels genome-wide. Since both 5-aza-2'-dC and RNR-inhibitors are used in the treatment of hematological malignancies, we treated myeloid leukemia cell lines with 5-aza-2'-dC and the RNR-inhibitor hydroxyurea, and observed synergistic inhibition of cell growth and a decrease in genome-wide DNA methylation.ConclusionsTaken together, our study identifies a drug combination that enhances DNA demethylation by altering nucleotide metabolism. This demonstrates that Xi-reactivation assays can be used to optimize the epigenetic activity of drug combinations.
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- 2015
42. Epigenome-Wide Association of Liver Methylation Patterns and Complex Metabolic Traits in Mice
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Orozco, Luz D, Morselli, Marco, Rubbi, Liudmilla, Guo, Weilong, Go, James, Shi, Huwenbo, Lopez, David, Furlotte, Nicholas A, Bennett, Brian J, Farber, Charles R, Ghazalpour, Anatole, Zhang, Michael Q, Bahous, Renata, Rozen, Rima, Lusis, Aldons J, and Pellegrini, Matteo
- Subjects
Medical Biochemistry and Metabolomics ,Biological Sciences ,Biomedical and Clinical Sciences ,Genetics ,Osteoporosis ,Aging ,Human Genome ,Diabetes ,Biotechnology ,2.1 Biological and endogenous factors ,Metabolic and endocrine ,Animals ,CpG Islands ,DNA Methylation ,Epigenomics ,Genome-Wide Association Study ,Liver ,Mice ,Quantitative Trait Loci ,Species Specificity ,Biochemistry and Cell Biology ,Endocrinology & Metabolism ,Biochemistry and cell biology ,Medical biochemistry and metabolomics - Abstract
Heritable epigenetic factors can contribute to complex disease etiology. Here we examine the contribution of DNA methylation to complex traits that are precursors to heart disease, diabetes, and osteoporosis. We profiled DNA methylation in the liver using bisulfite sequencing in 90 mouse inbred strains, genome-wide expression levels, proteomics, metabolomics, and 68 clinical traits and performed epigenome-wide association studies (EWAS). We found associations with numerous clinical traits including bone density, insulin resistance, expression, and protein and metabolite levels. A large proportion of associations were unique to EWAS and were not identified using GWAS. Methylation levels were regulated by genetics largely in cis, but we also found evidence of trans regulation, and we demonstrate that genetic variation in the methionine synthase reductase gene Mtrr affects methylation of hundreds of CpGs throughout the genome. Our results indicate that natural variation in methylation levels contributes to the etiology of complex clinical traits.
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- 2015
43. In vivo targeting of de novo DNA methylation by histone modifications in yeast and mouse.
- Author
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Morselli, Marco, Pastor, William A, Montanini, Barbara, Nee, Kevin, Ferrari, Roberto, Fu, Kai, Bonora, Giancarlo, Rubbi, Liudmilla, Clark, Amander T, Ottonello, Simone, Jacobsen, Steven E, and Pellegrini, Matteo
- Subjects
Germ Cells ,Chromatin ,Animals ,Mice ,Saccharomyces cerevisiae ,Cytosine ,Methyltransferases ,Histone-Lysine N-Methyltransferase ,Saccharomyces cerevisiae Proteins ,Histones ,Protein Isoforms ,Signal Transduction ,DNA Methylation ,Gene Expression Regulation ,Developmental ,Transformation ,Genetic ,CpG Islands ,Open Reading Frames ,Genetic Vectors ,Transcription Initiation Site ,Male ,Embryo ,Mammalian ,DNA (Cytosine-5-)-Methyltransferases ,DNA methylation ,DNMT3 ,H3K36me3 ,H3K4me3 ,S. cerevisiae ,developmental biology ,evolutionary biology ,genomics ,histone ,mouse ,stem cells ,Biochemistry and Cell Biology - Abstract
Methylation of cytosines (5(me)C) is a widespread heritable DNA modification. During mammalian development, two global demethylation events are followed by waves of de novo DNA methylation. In vivo mechanisms of DNA methylation establishment are largely uncharacterized. Here, we use Saccharomyces cerevisiae as a system lacking DNA methylation to define the chromatin features influencing the activity of the murine DNMT3B. Our data demonstrate that DNMT3B and H3K4 methylation are mutually exclusive and that DNMT3B is co-localized with H3K36 methylated regions. In support of this observation, DNA methylation analysis in yeast strains without Set1 and Set2 shows an increase of relative 5(me)C levels at the transcription start site and a decrease in the gene-body, respectively. We extend our observation to the murine male germline, where H3K4me3 is strongly anti-correlated while H3K36me3 correlates with accelerated DNA methylation. These results show the importance of H3K36 methylation for gene-body DNA methylation in vivo.
- Published
- 2015
44. Scl binds to primed enhancers in mesoderm to regulate hematopoietic and cardiac fate divergence
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Org, Tõnis, Duan, Dan, Ferrari, Roberto, Montel‐Hagen, Amelie, Van Handel, Ben, Kerényi, Marc A, Sasidharan, Rajkumar, Rubbi, Liudmilla, Fujiwara, Yuko, Pellegrini, Matteo, Orkin, Stuart H, Kurdistani, Siavash K, and Mikkola, Hanna KA
- Subjects
Biological Sciences ,Biomedical and Clinical Sciences ,Genetics ,Stem Cell Research - Nonembryonic - Non-Human ,Prevention ,Heart Disease ,Cardiovascular ,Regenerative Medicine ,Stem Cell Research ,Stem Cell Research - Embryonic - Non-Human ,1.1 Normal biological development and functioning ,Basic Helix-Loop-Helix Transcription Factors ,Cell Differentiation ,Cells ,Cultured ,Chromatin Immunoprecipitation ,Enhancer Elements ,Genetic ,Gene Expression Profiling ,Gene Expression Regulation ,Developmental ,Gene Library ,Hematopoietic Stem Cells ,Humans ,Mesoderm ,Microarray Analysis ,Models ,Biological ,Molecular Sequence Data ,Myoblasts ,Cardiac ,Proto-Oncogene Proteins ,Sequence Analysis ,RNA ,T-Cell Acute Lymphocytic Leukemia Protein 1 ,cardiac specification ,enhancer ,hematopoiesis ,mesoderm diversification ,transcriptional regulation ,Cardiac specification ,Enhancer ,Hematopoiesis ,Mesoderm diversification ,Transcriptional regulation ,Information and Computing Sciences ,Medical and Health Sciences ,Developmental Biology ,Biological sciences ,Biomedical and clinical sciences - Abstract
Scl/Tal1 confers hemogenic competence and prevents ectopic cardiomyogenesis in embryonic endothelium by unknown mechanisms. We discovered that Scl binds to hematopoietic and cardiac enhancers that become epigenetically primed in multipotent cardiovascular mesoderm, to regulate the divergence of hematopoietic and cardiac lineages. Scl does not act as a pioneer factor but rather exploits a pre-established epigenetic landscape. As the blood lineage emerges, Scl binding and active epigenetic modifications are sustained in hematopoietic enhancers, whereas cardiac enhancers are decommissioned by removal of active epigenetic marks. Our data suggest that, rather than recruiting corepressors to enhancers, Scl prevents ectopic cardiogenesis by occupying enhancers that cardiac factors, such as Gata4 and Hand1, use for gene activation. Although hematopoietic Gata factors bind with Scl to both activated and repressed genes, they are dispensable for cardiac repression, but necessary for activating genes that enable hematopoietic stem/progenitor cell development. These results suggest that a unique subset of enhancers in lineage-specific genes that are accessible for regulators of opposing fates during the time of the fate decision provide a platform where the divergence of mutually exclusive fates is orchestrated.
- Published
- 2015
45. Advancements in Thermal Energy Storage: A Review of Material Innovations and Strategic Approaches for Phase Change Materials.
- Author
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Ali, Syed Awais, Habib, Khairul, Younas, Mohammad, Rahman, Saidur, Das, Likhan, Rubbi, Fazlay, Mulk, Waqad Ul, and Rezakazemi, Mashallah
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- 2024
- Full Text
- View/download PDF
46. Anti-inflammatory therapies of amyotrophic lateral sclerosis guided by immune pathways.
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Lam, Larry, Halder, Ramesh C, Montoya, Dennis J, Rubbi, Liudmilla, Rinaldi, Arturo, Sagong, Bien, Weitzman, Sarah, Rubattino, Rachel, Singh, Ram Raj, Pellegrini, Matteo, and Fiala, Milan
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Biological Sciences ,Biomedical and Clinical Sciences ,Immunology ,Brain Disorders ,Neurosciences ,Rare Diseases ,ALS ,Neurodegenerative ,Clinical Research ,2.1 Biological and endogenous factors ,Inflammatory and immune system ,Amyotrophic lateral sclerosis ,hepatic fibrosis ,immune pathways ,tocilizumab ,vitamin E - Abstract
Sporadic ALS patients display heterogeneous immune pathways in peripheral blood mononuclear cells (PBMCs). We tested nine sALS patients and one unaffected identical twin of an index case by RNA-Seq of PBMCs. The inflammatory patients (n = 3) clustered into a subset with an inflammatory Th1/Th17 signature and the non-inflammatory patients (n = 7) into another subset with a B cell signature. The inflammatory subset was remarkable for granulocyte and agranulocyte diapedesis, hepatic fibrosis, roles of cytokines and metalloproteases. The non-inflammatory subset was highlighted by degradation of vitamin E, serotonin and nucleotides, altered T cell and B cell signaling, agranulocyte diapedesis, and up regulation of B cell genes. Identification of these differentially regulated pathways in sALS patients may guide the choice of anti-inflammatory therapies.
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- 2015
47. Pancreatic Cancer Patient Survival Correlates with DNA Methylation of Pancreas Development Genes
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Thompson, Michael J, Rubbi, Liudmilla, Dawson, David W, Donahue, Timothy R, and Pellegrini, Matteo
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Biological Sciences ,Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Genetics ,Rare Diseases ,Pancreatic Cancer ,Cancer ,Human Genome ,Digestive Diseases ,Cancer Genomics ,2.1 Biological and endogenous factors ,Aged ,Aged ,80 and over ,CpG Islands ,DNA Methylation ,Disease Progression ,Epigenesis ,Genetic ,Female ,Gene Expression Profiling ,High-Throughput Nucleotide Sequencing ,Humans ,Lymphatic Metastasis ,Male ,Middle Aged ,Molecular Sequence Annotation ,Neoplasm Proteins ,Neoplasm Staging ,Pancreas ,Pancreatic Neoplasms ,Pancreatitis ,Principal Component Analysis ,Survival Analysis ,Tumor Burden ,General Science & Technology - Abstract
DNA methylation is an epigenetic mark associated with regulation of transcription and genome structure. These markers have been investigated in a variety of cancer settings for their utility in differentiating normal tissue from tumor tissue. Here, we examine the direct correlation between DNA methylation and patient survival. We find that changes in the DNA methylation of key pancreatic developmental genes are strongly associated with patient survival.
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- 2015
48. The effects of perinatal testosterone exposure on the DNA methylome of the mouse brain are late-emerging
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Ghahramani, Negar M, Ngun, Tuck C, Chen, Pao-Yang, Tian, Yuan, Krishnan, Sangitha, Muir, Stephanie, Rubbi, Liudmilla, Arnold, Arthur P, de Vries, Geert J, Forger, Nancy G, Pellegrini, Matteo, and Vilain, Eric
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Biological Sciences ,Genetics ,Brain Disorders ,Human Genome ,Pediatric ,Neurosciences ,1.1 Normal biological development and functioning ,Underpinning research ,Reproductive health and childbirth ,Neurological ,Good Health and Well Being ,Brain sexual differentiation ,Epigenetic modifications ,DNA methylation ,Testosterone ,Organizational effects - Abstract
BackgroundThe biological basis for sex differences in brain function and disease susceptibility is poorly understood. Examining the role of gonadal hormones in brain sexual differentiation may provide important information about sex differences in neural health and development. Permanent masculinization of brain structure, function, and disease is induced by testosterone prenatally in males, but the possible mediation of these effects by long-term changes in the epigenome is poorly understood.MethodsWe investigated the organizational effects of testosterone on the DNA methylome and transcriptome in two sexually dimorphic forebrain regions-the bed nucleus of the stria terminalis/preoptic area and the striatum. To study the contribution of testosterone to both the establishment and persistence of sex differences in DNA methylation, we performed genome-wide surveys in male, female, and female mice given testosterone on the day of birth. Methylation was assessed during the perinatal window for testosterone's organizational effects and in adulthood.ResultsThe short-term effect of testosterone exposure was relatively modest. However, in adult animals the number of genes whose methylation was altered had increased by 20-fold. Furthermore, we found that in adulthood, methylation at a substantial number of sexually dimorphic CpG sites was masculinized in response to neonatal testosterone exposure. Consistent with this, testosterone's effect on gene expression in the striatum was more apparent in adulthood.ConclusionTaken together, our data imply that the organizational effects of testosterone on the brain methylome and transcriptome are dramatic and late-emerging. Our findings offer important insights into the long-term molecular effects of early-life hormonal exposure.
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- 2014
49. Intergenerational genomic DNA methylation patterns in mouse hybrid strains.
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Orozco, Luz D, Rubbi, Liudmilla, Martin, Lisa J, Fang, Fang, Hormozdiari, Farhad, Che, Nam, Smith, Andrew D, Lusis, Aldons J, and Pellegrini, Matteo
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Liver ,Chromosomes ,Mammalian ,Animals ,Mice ,Inbred C57BL ,Mice ,Inbred DBA ,Mice ,MicroRNAs ,Crosses ,Genetic ,Sequence Analysis ,DNA ,Hybridization ,Genetic ,DNA Methylation ,Genomic Imprinting ,Sex Characteristics ,Genome ,Molecular Sequence Data ,Female ,Male ,Genetics ,Biotechnology ,Human Genome ,Bioinformatics ,Environmental Sciences ,Biological Sciences ,Information and Computing Sciences - Abstract
BackgroundDNA methylation is a contributing factor to both rare and common human diseases, and plays a major role in development and gene silencing. While the variation of DNA methylation among individuals has been partially characterized, the degree to which methylation patterns are preserved across generations is still poorly understood. To determine the extent of methylation differences between two generations of mice we examined DNA methylation patterns in the livers of eight parental and F1 mice from C57BL/6J and DBA/2J mouse strains using bisulfite sequencing.ResultsWe find a large proportion of reproducible methylation differences between C57BL/6J and DBA/2J chromosomes in CpGs, which are highly heritable between parent and F1 mice. We also find sex differences in methylation levels in 396 genes, and 11% of these are differentially expressed between females and males. Using a recently developed approach to identify allelically methylated regions independently of genotypic differences, we identify 112 novel putative imprinted genes and microRNAs, and validate imprinting at the RNA level in 10 of these genes.ConclusionsThe majority of DNA methylation differences among individuals are associated with genetic differences, and a much smaller proportion of these epigenetic differences are due to sex, imprinting or stochastic intergenerational effects. Epigenetic differences can be a determining factor in heritable traits and should be considered in association studies for molecular and clinical traits, as we observed that methylation differences in the mouse model are highly heritable and can have functional consequences on molecular traits such as gene expression.
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- 2014
50. A nationwide cross-sectional study investigating adherence to the Mediterranean diet, smoking, alcohol and work habits, hormonal dynamics between breast cancer cases and healthy subjects
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Conte, Luana, Lupo, Roberto, Lezzi, Alessia, Paolo, Vitandrea, Rubbi, Ivan, Rizzo, Emanuele, Carvello, Maicol, Calabrò, Antonino, Botti, Stefano, De Matteis, Elisabetta, Massafra, Raffaella, Vitale, Elsa, and De Nunzio, Giorgio
- Abstract
Despite substantial efforts in promoting prevention and the advancements in surgical and minimally invasive techniques, breast cancer remains a leading cause of mortality among women worldwide. Genetics and risk factors, including diet and lifestyle, play a critical role in determining the susceptibility to this neoplasm. The primary objective of this study is to investigate the pivotal role of adherence to the Mediterranean diet in breast cancer prevention. Additionally, we assessed differences in diet, Body Mass Index (BMI), smoking and alcohol habits, work shifts, exposure to environmental pollutants, and hormonal factors between patients with previously diagnosed breast cancer and healthy subjects.
- Published
- 2024
- Full Text
- View/download PDF
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