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Publications

Publications by Pedro Gabriel Ferreira

2016

Spatiotemporal Control of Forkhead Binding to DNA Regulates the Meiotic Gene Expression Program

Authors
Alves Rodrigues, I; Ferreira, PG; Moldon, A; Vivancos, AP; Hidalgo, E; Guigo, R; Ayte, J;

Publication
CELL REPORTS

Abstract
Meiosis is a differentiated program of the cell cycle that is characterized by high levels of recombination followed by two nuclear divisions. In fission yeast, the genetic program during meiosis is regulated at multiple levels, including transcription, mRNA stabilization, and splicing. Mei4 is a forkhead transcription factor that controls the expression of mid-meiotic genes. Here, we describe that Fkh2, another forkhead transcription factor that is essential for mitotic cell-cycle progression, also plays a pivotal role in the control of meiosis. Fkh2 binding preexists in most Mei4-dependent genes, inhibiting their expression. During meiosis, Fkh2 is phosphorylated in a CDK/Cig2-dependent manner, decreasing its affinity for DNA, which creates a window of opportunity for Mei4 binding to its target genes. We propose that Fkh2 serves as a placeholder until the later appearance of Mei4 with a higher affinity for DNA that induces the expression of a subset of meiotic genes.

2015

Molecular signatures of plastic phenotypes in two eusocial insect species with simple societies

Authors
Patalano, S; Vlasova, A; Wyatt, C; Ewels, P; Camara, F; Ferreirab, PG; Asher, CL; Jurkowski, TP; Segonds Pichon, A; Bachman, M; Gonzalez Navarrete, I; Minoche, AE; Krueger, F; Lowy, E; Marcet Houben, M; Rodriguez Ales, JL; Nascimento, FS; Balasubramanian, S; Gabaldon, T; Tarver, JE; Andrews, S; Himmelbauer, H; Hughes, WOH; Guigo, R; Reik, W; Sumner, S;

Publication
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Abstract
Phenotypic plasticity is important in adaptation and shapes the evolution of organisms. However, we understand little about what aspects of the genome are important in facilitating plasticity. Eusocial insect societies produce plastic phenotypes from the same genome, as reproductives (queens) and nonreproductives (workers). The greatest plasticity is found in the simple eusocial insect societies in which individuals retain the ability to switch between reproductive and nonreproductive phenotypes as adults. We lack comprehensive data on the molecular basis of plastic phenotypes. Here, we sequenced genomes, microRNAs (miRNAs), and multiple transcriptomes and methylomes from individual brains in a wasp (Polistes canadensis) and an ant (Dinoponera quadriceps) that live in simple eusocial societies. In both species, we found few differences between phenotypes at the transcriptional level, with little functional specialization, and no evidence that phenotype-specific gene expression is driven by DNA methylation or miRNAs. Instead, phenotypic differentiation was defined more subtly by nonrandom transcriptional network organization, with roles in these networks for both conserved and taxon-restricted genes. The general lack of highly methylated regions or methylome patterning in both species may be an important mechanism for achieving plasticity among phenotypes during adulthood. These findings define previously unidentified hypotheses on the genomic processes that facilitate plasticity and suggest that the molecular hallmarks of social behavior are likely to differ with the level of social complexity.

2016

Sequence variation between 462 human individuals fine-tunes functional sites of RNA processing

Authors
Ferreira, PG; Oti, M; Barann, M; Wieland, T; Ezquina, S; Friedländer, MR; Rivas, MA; Esteve-Codina, A; Estivill, X; Guigó, R; Dermitzakis, E; Antonarakis, S; Meitinger, T; Strom, TM; Palotie, A; François Deleuze, J; Sudbrak, R; Lerach, H; Gut, I; Syvänen, A; Gyllensten, U; Schreiber, S; Rosenstiel, P; Brunner, H; Veltman, J; Hoen, PA; Jan van Ommen, G; Carracedo, A; Brazma, A; Flicek, P; Cambon-Thomsen, A; Mangion, J; Bentley, D; Hamosh, A; Rosenstiel, P; Strom, TM; Lappalainen, T; Guigó, R; Sammeth, M;

Publication
SCIENTIFIC REPORTS

Abstract
Recent advances in the cost-efficiency of sequencing technologies enabled the combined DNA-and RNA-sequencing of human individuals at the population-scale, making genome-wide investigations of the inter-individual genetic impact on gene expression viable. Employing mRNA-sequencing data from the Geuvadis Project and genome sequencing data from the 1000 Genomes Project we show that the computational analysis of DNA sequences around splice sites and poly-A signals is able to explain several observations in the phenotype data. In contrast to widespread assessments of statistically significant associations between DNA polymorphisms and quantitative traits, we developed a computational tool to pinpoint the molecular mechanisms by which genetic markers drive variation in RNA-processing, cataloguing and classifying alleles that change the affinity of core RNA elements to their recognizing factors. The in silico models we employ further suggest RNA editing can moonlight as a splicing-modulator, albeit less frequently than genomic sequence diversity. Beyond existing annotations, we demonstrate that the ultra-high resolution of RNA-Seq combined from 462 individuals also provides evidence for thousands of bona fide novel elements of RNA processing-alternative splice sites, introns, and cleavage sites-which are often rare and lowly expressed but in other characteristics similar to their annotated counterparts.

2013

Transcriptome and genome sequencing uncovers functional variation in humans

Authors
Lappalainen, T; Sammeth, M; Friedländer, MR; ‘t Hoen, PAC; Monlong, J; Rivas, MA; Gonzàlez-Porta, M; Kurbatova, N; Griebel, T; Ferreira, PG; Barann, M; Wieland, T; Greger, L; van Iterson, M; Almlöf, J; Ribeca, P; Pulyakhina, I; Esser, D; Giger, T; Tikhonov, A; Sultan, M; Bertier, G; MacArthur, DG; Lek, M; Lizano, E; Buermans, HPJ; Padioleau, I; Schwarzmayr, T; Karlberg, O; Ongen, H; Kilpinen, H; Beltran, S; Gut, M; Kahlem, K; Amstislavskiy, V; Stegle, O; Pirinen, M; Montgomery, SB; Donnelly, P; McCarthy, MI; Flicek, P; Strom, TM; The Geuvadis Consortium,; Lehrach, H; Schreiber, S; Sudbrak, R; Carracedo,; Antonarakis, SE; Häsler, R; Syvänen, A; van Ommen, G; Brazma, A; Meitinger, T; Rosenstiel, P; Guigó, R; Gut, IG; Estivill, X; Dermitzakis, ET;

Publication
NATURE

Abstract
Genome sequencing projects are discovering millions of genetic variants in humans, and interpretation of their functional effects is essential for understanding the genetic basis of variation in human traits. Here we report sequencing and deep analysis of messenger RNA and microRNA from lymphoblastoid cell lines of 462 individuals from the 1000 Genomes Project-the first uniformly processed high-throughput RNA-sequencing data from multiple human populations with high-quality genome sequences. We discover extremely widespread genetic variation affecting the regulation of most genes, with transcript structure and expression level variation being equally common but genetically largely independent. Our characterization of causal regulatory variation sheds light on the cellular mechanisms of regulatory and loss-of-function variation, and allows us to infer putative causal variants for dozens of disease-associated loci. Altogether, this study provides a deep understanding of the cellular mechanisms of transcriptome variation and of the landscape of functional variants in the human genome.

2013

Immune response is a personal matter

Authors
Ferreira, PG; Dermitzakis, ET;

Publication
eLife

Abstract

2013

CPEB1 coordinates alternative 3 ' -UTR formation with translational regulation

Authors
Bava, FA; Eliscovich, C; Ferreira, PG; Minana, B; Ben Dov, C; Guigo, R; Valcarcel, J; Mendez, R;

Publication
NATURE

Abstract
More than half of mammalian genes generate multiple messenger RNA isoforms that differ in their 3' untranslated regions (3' UTRs) and therefore in regulatory sequences(1), often associated with cell proliferation and cancer(2,3); however, the mechanisms coordinating alternative 3'-UTR processing for specific mRNA populations remain poorly defined. Here we report that the cytoplasmic-polyadenylation element binding protein 1 (CPEB1), an RNA-binding protein that regulates mRNA translation(4), also controls alternative 3'-UTR processing. CPEB1 shuttles to the nudeus(5,6), where it co-localizes with splicing factors and mediates shortening of hundreds of mRNA 3' UTRs, thereby modulating their translation efficiency in the cytoplasm. CPEB1-mediated 3'-UTR shortening correlates with cell proliferation and tumorigenesis. CPEB1 binding to pre-mRNAs not only directs the use of alternative polyadenylation sites, but also changes alternative splicing by preventing U2AF65 recruitment. Our results reveal a novel function of CPEB1 in mediating alternative 3'-UTR processing, which is coordinated with regulation of mRNA translation, through its dual nuclear and cytoplasmic functions.

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