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We present a comparative analysis of large-scale topological and evolutionary properties of transcription networks in three species, the two distant bacteria E. coli and B. subtilis, and the yeast S. cerevisiae. The study focuses on the…

Molecular Networks · Quantitative Biology 2008-05-16 A. L. Sellerio , B. Bassetti , H. Isambert , M. Cosentino Lagomarsino

Deciphering gene regulatory networks is a central problem in computational biology. Here, we explore the use of multi-modal neural networks to learn predictive models of gene expression that include cis and trans regulatory components. We…

Transposable elements may acquire unrelated gene fragments into their sequences in a process called transduplication. Transduplication of protein-coding genes is common in plants, but is unknown of in animals. Here, we report that the…

Genomics · Quantitative Biology 2008-11-24 Noa Sela , Adi Stern , Wojciech Makalowski , Tal Pupko , Gil Ast

Background: Transposable elements (TEs) in eukaryote genomes are quantitatively the main components affecting genome size, structure and expression. The dynamics of their insertion and deletion depend on diverse factors varying in strength…

Genomics · Quantitative Biology 2013-11-26 Anna-Sophie Fiston-Lavier , Charles E. Vejnar , Hadi Quesneville

Chromosome organisation is increasingly recognised as an essential component of genome regulation, cell fate and cell health. Within the realm of transposable elements (TEs) however, the spatial information of how genomes are folded is…

Biological Physics · Physics 2019-11-01 Alexandros Bousios , Hans-Wilhelm Nuetzmann , Dorothy Buck , Davide Michieletto

The structure of molecular networks derives from dynamical processes on evolutionary time scales. For protein interaction networks, global statistical features of their structure can now be inferred consistently from several…

Statistical Mechanics · Physics 2007-05-23 Johannes Berg , Michael Lässig , Andreas Wagner

Two processes can influence the evolution of protein interaction networks: addition and elimination of interactions between proteins, and gene duplications increasing the number of proteins and interactions. The rates of these processes can…

Statistical Mechanics · Physics 2007-05-23 A. Wagner

How natural selection acts to limit the proliferation of transposable elements (TEs) in genomes has been of interest to evolutionary biologists for many years. To describe TE dynamics in populations, many previous studies have used models…

Populations and Evolution · Quantitative Biology 2014-03-04 Justin P. Blumenstiel , Xi Chen , Miaomiao He , Casey M. Bergman

Estimates of the fraction of nucleotide substitutions driven by positive selection vary widely across different species. Accounting for different estimates of positive selection has been difficult, in part because selection on polymorphism…

Populations and Evolution · Quantitative Biology 2012-12-04 Elizabeth K. Engle , Justin C. Fay

Transcription factors (TF) play an essential role in the cell as locus- and condition-specific recruiters of transcriptional machinery or chromatin-modifying complexes. However, predicting the in vivo profile of TF occupancy along the…

Genomics · Quantitative Biology 2011-06-03 Junbai Wang , Lucas D. Ward , Harmen J. Bussemaker

Telomeres, the nucleoprotein complexes at the termini of linear chromosomes, are essential for the processes of end replication, end protection, and chromatin segregation. The Mre11 complex is involved in multiple cellular roles in DNA…

Subcellular Processes · Quantitative Biology 2018-05-01 In-Joon Baek , Daniel S Moss , Arthur J Lustig

Transposable elements, or transposons, are DNA sequences that can jump from site to site in the genome during the life cycle of a cell, usually encoding the very enzymes which perform their excision. However, some transposons are parasitic,…

Populations and Evolution · Quantitative Biology 2016-11-16 Chi Xue , Nigel Goldenfeld

As organisms are faced with intense rapidly changing selective pressures, new genetic material is required to facilitate adaptation. Among sources of genetic novelty, gene duplications and transposable elements (TEs) offer new genes or new…

The Cancer Genome Atlas project was initiated by the National Cancer Institute in order to characterize the genomes of hundreds of tumors of various cancer types. While much effort has been put into detecting somatic genomic variation in…

Genomics · Quantitative Biology 2015-01-20 Tracy Ballinger , Adam D. Ewing , David Haussler

Transposable elements are DNA sequences that can move around to different positions in the genome. During this process, they can cause mutations, and lead to an increase in genome size. Despite representing a large genomic fraction,…

Cell Behavior · Quantitative Biology 2015-11-04 Alessandro Fontana

Saccharomyces cerevisiae is increasingly recognised as a key source for single-cell protein (SCP) production, a rising solution to global protein-supply challenges. This study presents a computational framework combining the Yeast9…

Machine Learning · Computer Science 2026-05-12 Neha K. Nair , Aaron D'Souza

Telomeres, the nucleoprotein complexes at the termini of linear chromosomes, are essential for the processes of end replication, end-protection, and chromatin segregation. The Mre11 complex is involved in multiple cellular roles in DNA…

Subcellular Processes · Quantitative Biology 2018-05-01 In Joon Baek , Daniel S. Moss , Arthur J. Lustig

Understanding why some cellular components are conserved across species, while others evolve rapidly is a key question of modern biology. Here we demonstrate that in S. cerevisiae proteins organized in cohesive patterns of interactions are…

Genomics · Quantitative Biology 2007-05-23 S. Wuchty , Z. N. Oltvai , A. -L. Barabasi

Dynamical properties of the transcriptional regulatory network of {\it Escherichia coli} and {\it Saccharomyces cerevisiae} are studied within the framework of random Boolean functions. The dynamical response of these networks to a single…

Molecular Networks · Quantitative Biology 2007-05-23 Deok-Sun Lee , Heiko Rieger