Literature DB >> 32171420

Genome Dashboards: Framework and Examples.

Zilong Li1, Ran Sun1, Thomas C Bishop2.   

Abstract

Genomics is a sequence-based informatics science and a three-dimensional-structure-based material science. However, in practice, most genomics researchers utilize sequence-based informatics approaches or three-dimensional-structure-based material science techniques, not both. This division is, at least in part, the result of historical developments rather than a fundamental necessity. The underlying computational tools, experimental techniques, and theoretical models were developed independently. The primary result presented here is a framework for the unification of informatics- and physics-based data associated with DNA, nucleosomes, and chromatin. The framework is based on the mathematical representation of geometrically exact rods and the generalization of DNA basepair step parameters. Data unification enables researchers to integrate computational, experimental, and theoretical approaches for the study of chromatin biology. The framework can be implemented using model-view-controller design principles, existing genome browsers, and existing molecular visualization tools. We developed a minimal, web-based genome dashboard, G-Dash-min, and applied it to two simple examples to demonstrate the usefulness of data unification and proof of concept. Genome dashboards developed using the framework and design principles presented here are extensible and customizable and are therefore more broadly applicable than the examples presented. We expect a number of purpose-specific genome dashboards to emerge as a novel means of investigating structure-function relationships for genomes that range from basepairs to entire chromosomes and for generating, validating, and testing mechanistic hypotheses.
Copyright © 2020 Biophysical Society. Published by Elsevier Inc. All rights reserved.

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Year:  2020        PMID: 32171420      PMCID: PMC7203004          DOI: 10.1016/j.bpj.2020.02.018

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  51 in total

1.  A standard reference frame for the description of nucleic acid base-pair geometry.

Authors:  W K Olson; M Bansal; S K Burley; R E Dickerson; M Gerstein; S C Harvey; U Heinemann; X J Lu; S Neidle; Z Shakked; H Sklenar; M Suzuki; C S Tung; E Westhof; C Wolberger; H M Berman
Journal:  J Mol Biol       Date:  2001-10-12       Impact factor: 5.469

Review 2.  Nucleosome structural studies.

Authors:  Song Tan; Curt A Davey
Journal:  Curr Opin Struct Biol       Date:  2010-12-19       Impact factor: 6.809

3.  Micro-C XL: assaying chromosome conformation from the nucleosome to the entire genome.

Authors:  Tsung-Han S Hsieh; Geoffrey Fudenberg; Anton Goloborodko; Oliver J Rando
Journal:  Nat Methods       Date:  2016-10-10       Impact factor: 28.547

4.  A sequence-dependent rigid-base model of DNA.

Authors:  O Gonzalez; D Petkevičiūtė; J H Maddocks
Journal:  J Chem Phys       Date:  2013-02-07       Impact factor: 3.488

5.  Definitions and nomenclature of nucleic acid structure parameters.

Authors: 
Journal:  J Mol Biol       Date:  1989-02-20       Impact factor: 5.469

Review 6.  Super resolution imaging of chromatin in pluripotency, differentiation, and reprogramming.

Authors:  Maria Aurelia Ricci; Maria Pia Cosma; Melike Lakadamyali
Journal:  Curr Opin Genet Dev       Date:  2017-08-30       Impact factor: 5.578

7.  The crystal structure of the estrogen receptor DNA-binding domain bound to DNA: how receptors discriminate between their response elements.

Authors:  J W Schwabe; L Chapman; J T Finch; D Rhodes
Journal:  Cell       Date:  1993-11-05       Impact factor: 41.582

8.  Hi-C: a comprehensive technique to capture the conformation of genomes.

Authors:  Jon-Matthew Belton; Rachel Patton McCord; Johan Harmen Gibcus; Natalia Naumova; Ye Zhan; Job Dekker
Journal:  Methods       Date:  2012-05-29       Impact factor: 3.608

9.  cgDNA: a software package for the prediction of sequence-dependent coarse-grain free energies of B-form DNA.

Authors:  D Petkevičiūtė; M Pasi; O Gonzalez; J H Maddocks
Journal:  Nucleic Acids Res       Date:  2014-09-16       Impact factor: 16.971

10.  A global reference for human genetic variation.

Authors:  Adam Auton; Lisa D Brooks; Richard M Durbin; Erik P Garrison; Hyun Min Kang; Jan O Korbel; Jonathan L Marchini; Shane McCarthy; Gil A McVean; Gonçalo R Abecasis
Journal:  Nature       Date:  2015-10-01       Impact factor: 49.962

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  1 in total

1.  Multiscale Genome Organization: Dazzling Subject and Inventive Methods.

Authors:  Tamar Schlick
Journal:  Biophys J       Date:  2020-04-16       Impact factor: 4.033

  1 in total

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