Literature DB >> 21121043

Human microbiome visualization using 3D technology.

Jason H Moore1, Richard Cowper Sal Lari, Douglas Hill, Patricia L Hibberd, Juliette C Madan.   

Abstract

High-throughput sequencing technology has opened the door to the study of the human microbiome and its relationship with health and disease. This is both an opportunity and a significant biocomputing challenge. We present here a 3D visualization methodology and freely-available software package for facilitating the exploration and analysis of high-dimensional human microbiome data. Our visualization approach harnesses the power of commercial video game development engines to provide an interactive medium in the form of a 3D heat map for exploration of microbial species and their relative abundance in different patients. The advantage of this approach is that the third dimension provides additional layers of information that cannot be visualized using a traditional 2D heat map. We demonstrate the usefulness of this visualization approach using microbiome data collected from a sample of premature babies with and without sepsis.

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Year:  2011        PMID: 21121043     DOI: 10.1142/9789814335058_0017

Source DB:  PubMed          Journal:  Pac Symp Biocomput        ISSN: 2335-6928


  5 in total

1.  Next generation analytic tools for large scale genetic epidemiology studies of complex diseases.

Authors:  Leah E Mechanic; Huann-Sheng Chen; Christopher I Amos; Nilanjan Chatterjee; Nancy J Cox; Rao L Divi; Ruzong Fan; Emily L Harris; Kevin Jacobs; Peter Kraft; Suzanne M Leal; Kimberly McAllister; Jason H Moore; Dina N Paltoo; Michael A Province; Erin M Ramos; Marylyn D Ritchie; Kathryn Roeder; Daniel J Schaid; Matthew Stephens; Duncan C Thomas; Clarice R Weinberg; John S Witte; Shunpu Zhang; Sebastian Zöllner; Eric J Feuer; Elizabeth M Gillanders
Journal:  Genet Epidemiol       Date:  2011-12-06       Impact factor: 2.135

Review 2.  Transdisciplinary approaches enhance the production of translational knowledge.

Authors:  Timothy H Ciesielski; Melinda C Aldrich; Carmen J Marsit; Robert A Hiatt; Scott M Williams
Journal:  Transl Res       Date:  2016-11-10       Impact factor: 7.012

3.  An Analysis Pipeline with Statistical and Visualization-Guided Knowledge Discovery for Michigan-Style Learning Classifier Systems.

Authors:  Ryan J Urbanowicz; Ambrose Granizo-Mackenzie; Jason H Moore
Journal:  IEEE Comput Intell Mag       Date:  2012-11       Impact factor: 11.356

Review 4.  Measuring the microbiome: perspectives on advances in DNA-based techniques for exploring microbial life.

Authors:  James A Foster; John Bunge; Jack A Gilbert; Jason H Moore
Journal:  Brief Bioinform       Date:  2012-02-04       Impact factor: 11.622

5.  Advances in Text Mining and Visualization for Precision Medicine.

Authors:  Graciela Gonzalez-Hernandez; Abeed Sarker; Karen O'Connor; Casey Greene; Hongfang Liu
Journal:  Pac Symp Biocomput       Date:  2018
  5 in total

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