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Dive into the research topics where Liudmilla Rubbi is active.

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Featured researches published by Liudmilla Rubbi.


Molecular Cell | 2002

Histone Acetylation Regulates the Time of Replication Origin Firing

Maria Vogelauer; Liudmilla Rubbi; Isabelle Lucas; Bonita J. Brewer; Michael Grunstein

The temporal firing of replication origins throughout S phase in yeast depends on unknown determinants within the adjacent chromosomal environment. We demonstrate here that the state of histone acetylation of surrounding chromatin is an important regulator of temporal firing. Deletion of RPD3 histone deacetylase causes earlier origin firing and concurrent binding of the replication factor Cdc45p to origins. In addition, increased acetylation of histones in the vicinity of the late origin ARS1412 by recruitment of the histone acetyltransferase Gcn5p causes ARS1412 alone to fire earlier. These data indicate that histone acetylation is a direct determinant of the timing of origin firing.


Physiological Genomics | 2013

Intrauterine calorie restriction affects placental DNA methylation and gene expression.

Pao-Yang Chen; Amit Ganguly; Liudmilla Rubbi; Luz Orozco; Marco Morselli; Davin C. Ashraf; Artur Jaroszewicz; Suhua Feng; Steve Jacobsen; Atsushi Nakano; Sherin U. Devaskar; Matteo Pellegrini

Maternal nutrient restriction causes the development of adult onset chronic diseases in the intrauterine growth restricted (IUGR) fetus. Investigations in mice have shown that either protein or calorie restriction during pregnancy leads to glucose intolerance, increased fat mass, and hypercholesterolemia in adult male offspring. Some of these phenotypes are shown to persist in successive generations. The molecular mechanisms underlying IUGR remain unclear. The placenta is a critical organ for mediating changes in the environment and the development of embryos. To shed light on molecular mechanisms that might affect placental responses to differing environments we examined placentas from mice that had been exposed to different diets. We measured gene expression and whole genome DNA methylation in both male and female placentas of mice exposed to either caloric restriction or ad libitum diets. We observed several differentially expressed pathways associated with IUGR phenotypes and, most importantly, a significant decrease in the overall methylation between these groups as well as sex-specific effects that are more pronounced in males. In addition, a set of significantly differentially methylated genes that are enriched for known imprinted genes were identified, suggesting that imprinted loci may be particularly susceptible to diet effects. Lastly, we identified several differentially methylated microRNAs that target genes associated with immunological, metabolic, gastrointestinal, cardiovascular, and neurological chronic diseases, as well as genes responsible for transplacental nutrient transfer and fetal development.


Biology of Sex Differences | 2014

The Effects of Perinatal Testosterone Exposure on the DNA Methylome of the Mouse Brain Are Late-Emerging

Negar Ghahramani; Tuck C. Ngun; Pao-Yang Chen; Yuan Tian; Sangitha Krishnan; Stephanie Muir; Liudmilla Rubbi; Arthur P. Arnold; Geert J. De Vries; Nancy G. Forger; Matteo Pellegrini; Eric Vilain

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 testosterones 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, testosterones 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.


Science Signaling | 2011

Global Phosphoproteomics Reveals Crosstalk Between Bcr-Abl and Negative Feedback Mechanisms Controlling Src Signaling

Liudmilla Rubbi; Björn Titz; Lauren Brown; Erica Galvan; Evangelia Komisopoulou; Sharon S. Chen; Tracey Low; Martik Tahmasian; Brian J. Skaggs; Markus Müschen; Matteo Pellegrini; Thomas G. Graeber

Negative feedback fails to limit Src family kinase activity in the presence of Bcr-Abl, an oncoprotein that drives leukemia. When Negative Feedback Fails Bcr-Abl is a fusion protein with tyrosine kinase activity that causes some forms of leukemia. Bcr-Abl activates Src family tyrosine kinases (SFKs), but resistance to drugs, such as dasatinib and imatinib, that target Bcr-Abl and SFKs limits their clinical usefulness. With global tyrosine phosphoproteomic analysis in a murine leukemia cell line model, Rubbi et al. identified several negative feedback mechanisms that limited SFK activity and showed that their effectiveness was blunted by Bcr-Abl. Sensitivity of human leukemia cell lines to imatinib correlated with the amount of negative feedback signaling to SFKs. By exploring the mechanisms by which Bcr-Abl overpowered the negative feedback, the authors identified potential therapeutic targets for treating leukemias resistant to Bcr-Abl and SFK inhibitors or that may be combined with these tyrosine kinase inhibitors to prevent the development of resistance. In subtypes and late stages of leukemias driven by the tyrosine kinase fusion protein Bcr-Abl, signaling by the Src family kinases (SFKs) critically contributes to the leukemic phenotype. We performed global tyrosine phosphoprofiling by quantitative mass spectrometry of Bcr-Abl–transformed cells in which the activities of the SFKs were perturbed to build a detailed context-dependent network of cancer signaling. Perturbation of the SFKs Lyn and Hck with genetics or inhibitors revealed Bcr-Abl downstream phosphorylation events either mediated by or independent of SFKs. We identified multiple negative feedback mechanisms within the network of signaling events affected by Bcr-Abl and SFKs and found that Bcr-Abl attenuated these inhibitory mechanisms. The C-terminal Src kinase (Csk)–binding protein Pag1 (also known as Cbp) and the tyrosine phosphatase Ptpn18 both mediated negative feedback to SFKs. We observed Bcr-Abl–mediated phosphorylation of the phosphatase Shp2 (Ptpn11), and this may contribute to the suppression of these negative feedback mechanisms to promote Bcr-Abl–activated SFK signaling. Csk and a kinase-deficient Csk mutant both produced similar globally repressive signaling consequences, suggesting a critical role for the adaptor protein function of Csk in its inhibition of Bcr-Abl and SFK signaling. The identified Bcr-Abl–activated SFK regulatory mechanisms are candidates for dysregulation during leukemia progression and acquisition of SFK-mediated drug resistance.


eLife | 2015

In vivo targeting of de novo DNA methylation by histone modifications in yeast and mouse

Marco Morselli; William A. Pastor; Barbara Montanini; Kevin Nee; Roberto Ferrari; Kai Fu; Giancarlo Bonora; Liudmilla Rubbi; Amander T. Clark; Simone Ottonello; Steven E. Jacobsen; Matteo Pellegrini

Methylation of cytosines (5meC) 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 5meC 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. DOI: http://dx.doi.org/10.7554/eLife.06205.001


Cell Metabolism | 2015

Epigenome-Wide Association of Liver Methylation Patterns and Complex Metabolic Traits in Mice

Luz Orozco; Marco Morselli; Liudmilla Rubbi; Weilong Guo; James Go; Huwenbo Shi; David Lopez; Nicholas A. Furlotte; Brian J. Bennett; Charles R. Farber; Anatole Ghazalpour; Michael Q. Zhang; Renata H. Bahous; Rima Rozen; Aldons J. Lusis; Matteo Pellegrini

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.


Oncogene | 2010

The proximal signaling network of the BCR-ABL1 oncogene shows a modular organization.

Björn Titz; Tracey Low; Evangelia Komisopoulou; Sharon S. Chen; Liudmilla Rubbi; Thomas G. Graeber

BCR-ABL1 is a fusion tyrosine kinase, which causes multiple types of leukemia. We used an integrated proteomic approach that includes label-free quantitative protein complex and phosphorylation profiling by mass spectrometry to systematically characterize the proximal signaling network of this oncogenic kinase. The proximal BCR-ABL1 signaling network shows a modular and layered organization with an inner core of three leukemia transformation-relevant adaptor protein complexes (Grb2/Gab2/Shc1 complex, CrkI complex and Dok1/Dok2 complex). We introduced an ‘interaction directionality’ analysis, which annotates static protein networks with information on the directionality of phosphorylation-dependent interactions. In this analysis, the observed network structure was consistent with a step-wise phosphorylation-dependent assembly of the Grb2/Gab2/Shc1 and the Dok1/Dok2 complexes on the BCR-ABL1 core. The CrkI complex demonstrated a different directionality, which supports a candidate assembly on the Nedd9 (Hef1, CasL) scaffold. As adaptor protein family members can compensate for each other in leukemic transformation, we compared members of the Dok and Crk protein families and found both overlapping and differential binding patterns. We identified an additional level of regulation for the CrkII protein via binding to 14-3-3 proteins, which was independent from its inhibitory phosphorylation. We also identified novel components of the inner core complexes, including the kinases Pragmin (Sgk223) and Lrrk1 (Lrrk2 paralog). Pragmin was found as a component of the CrkI complex and is a potential link between BCR-ABL1/CrkI and RhoA signaling. Lrrk1 is an unusual kinase with a GTPase domain. We detected Lrrk1 as a component of the Grb2/Gab2/Shc1 complex and found that it functionally interacts with the regulator of small GTPases Arap1 (Centd2) and possibly participates in the mitogen-activated protein kinase response to cellular stresses. This modular and phosphorylation-driven interaction network provides a framework for the integration of pleiotropic signaling effects of BCR-ABL1 toward leukemic transformation.


Cancer Research | 2010

Integrated microfluidic and imaging platform for a kinase activity radioassay to analyze minute patient cancer samples

Cong Fang; Yanju Wang; Nam T. Vu; Wei-Yu Lin; Yao-Te Hsieh; Liudmilla Rubbi; Michael E. Phelps; Markus Müschen; Yong-Mi Kim; Arion F. Chatziioannou; Hsian-Rong Tseng; Thomas G. Graeber

Oncogenic kinase activity and the resulting aberrant growth and survival signaling are a common driving force of cancer. Accordingly, many successful molecularly targeted anticancer therapeutics are directed at inhibiting kinase activity. To assess kinase activity in minute patient samples, we have developed an immunocapture-based in vitro kinase assay on an integrated polydimethylsiloxane microfluidics platform that can reproducibly measure kinase activity from as few as 3,000 cells. For this platform, we adopted the standard radiometric (32)P-ATP-labeled phosphate transfer assay. Implementation on a microfluidic device required us to develop methods for repeated trapping and mixing of solid-phase affinity microbeads. We also developed a solid-state beta-particle camera imbedded directly below the microfluidic device for real-time quantitative detection of the signal from this and other microfluidic radiobioassays. We show that the resulting integrated device can measure ABL kinase activity from BCR-ABL-positive leukemia patient samples. The low sample input requirement of the device creates new potential for direct kinase activity experimentation and diagnostics on patient blood, bone marrow, and needle biopsy samples.


The EMBO Journal | 2015

Scl binds to primed enhancers in mesoderm to regulate hematopoietic and cardiac fate divergence

Tonis Org; Dan Duan; Roberto Ferrari; Amelie Montel-Hagen; Ben Van Handel; Marc A. Kerenyi; Rajkumar Sasidharan; Liudmilla Rubbi; Yuko Fujiwara; Matteo Pellegrini; Stuart H. Orkin; Siavash K. Kurdistani; Hanna Mikkola

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.


Methods of Molecular Biology | 2011

Determining DNA Methylation Profiles Using Sequencing

Suhua Feng; Liudmilla Rubbi; Steven E. Jacobsen; Matteo Pellegrini

Cytosine methylation is an epigenetic mark that has a significant impact on the regulation of transcription and replication of DNA. DNA methylation patterns are highly conserved across cell divisions and are therefore highly heritable. Furthermore, in multicellular organisms, DNA methylation patterning is a key determinant of cellular differentiation and tissue-specific expression patterns. Lastly, DNA demethylases can affect global levels of DNA methylation during specific stages of development. Bisulfite sequencing is considered the gold standard for measuring the methylation state of cytosines. Sodium bisulfite -converts unmethylated cytosines to uracils (which after PCR are converted to thymines), while leaving methylated cytosines unconverted. By mapping bisulfite treated DNA back to the original reference genome, it is then possible to determine the methylation state of individual cytosines. With the advent of next-generation sequencers during the past few years, it is now possible to determine the methylation state of an entire genome. Here, we describe in detail two protocols for preparing bisulfite treated libraries, which may be sequenced using Illumina GAII sequencers. The first of these uses premethylated adapters, which are not affected by bisulfite treatments, while the second uses a two-stage adapter strategy and does not require premethylation of the adapters. We also describe the specialized protocol for mapping bisulfite converted reads. These approaches allow one to determine the methylation state of each cytosine in the genome.

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Larry Lam

University of California

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Marco Morselli

University of California

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Luz Orozco

University of California

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Dennis Montoya

University of California

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Arturo Rinaldi

University of California

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