Literature DB >> 30295744

QuagmiR: a cloud-based application for isomiR big data analytics.

Xavier Bofill-De Ros1, Kevin Chen1, Susanna Chen1, Nikola Tesic2, Dusan Randjelovic2, Nikola Skundric2, Svetozar Nesic2, Vojislav Varjacic2, Elizabeth H Williams2, Raunaq Malhotra2, Minjie Jiang1, Shuo Gu1.   

Abstract

SUMMARY: MicroRNAs (miRNAs) function as master regulators of gene expression. Recent studies demonstrate that miRNA isoforms (isomiRs) play a unique role in cancer development. Here, we present QuagmiR, the first cloud-based tool to analyze isomiRs from next generation sequencing data. Using a novel and flexible searching algorithm designed for the detection and annotation of heterogeneous isomiRs, it permits extensive customization of the query process and reference databases to meet the user 's diverse research needs.
AVAILABILITY AND IMPLEMENTATION: QuagmiR is written in Python and can be obtained freely from GitHub (https://github.com/Gu-Lab-RBL-NCI/QuagmiR). QuagmiR can be run from the command line on local machines, as well as on high-performance servers. A web-accessible version of the tool has also been made available for use by academic researchers through the National Cancer Institute-funded Seven Bridges Cancer Genomics Cloud (https://cancergenomicscloud.org). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Published by Oxford University Press 2018. This work is written by US Government employees and is in the public domain in the US.

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Year:  2019        PMID: 30295744      PMCID: PMC6499244          DOI: 10.1093/bioinformatics/bty843

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  24 in total

1.  Application of massively parallel sequencing to microRNA profiling and discovery in human embryonic stem cells.

Authors:  Ryan D Morin; Michael D O'Connor; Malachi Griffith; Florian Kuchenbauer; Allen Delaney; Anna-Liisa Prabhu; Yongjun Zhao; Helen McDonald; Thomas Zeng; Martin Hirst; Connie J Eaves; Marco A Marra
Journal:  Genome Res       Date:  2008-02-19       Impact factor: 9.043

2.  MicroRazerS: rapid alignment of small RNA reads.

Authors:  Anne-Katrin Emde; Marcel Grunert; David Weese; Knut Reinert; Silke R Sperling
Journal:  Bioinformatics       Date:  2009-10-29       Impact factor: 6.937

Review 3.  IsomiRs--the overlooked repertoire in the dynamic microRNAome.

Authors:  Corine T Neilsen; Gregory J Goodall; Cameron P Bracken
Journal:  Trends Genet       Date:  2012-08-08       Impact factor: 11.639

Review 4.  MicroRNAs in development and disease.

Authors:  Danish Sayed; Maha Abdellatif
Journal:  Physiol Rev       Date:  2011-07       Impact factor: 37.312

5.  Dynamic isomiR regulation in Drosophila development.

Authors:  Selene L Fernandez-Valverde; Ryan J Taft; John S Mattick
Journal:  RNA       Date:  2010-08-30       Impact factor: 4.942

6.  Most mammalian mRNAs are conserved targets of microRNAs.

Authors:  Robin C Friedman; Kyle Kai-How Farh; Christopher B Burge; David P Bartel
Journal:  Genome Res       Date:  2008-10-27       Impact factor: 9.043

7.  Discovering microRNAs from deep sequencing data using miRDeep.

Authors:  Marc R Friedländer; Wei Chen; Catherine Adamidi; Jonas Maaskola; Ralf Einspanier; Signe Knespel; Nikolaus Rajewsky
Journal:  Nat Biotechnol       Date:  2008-04       Impact factor: 54.908

Review 8.  MicroRNA turnover: when, how, and why.

Authors:  Stefan Rüegger; Helge Großhans
Journal:  Trends Biochem Sci       Date:  2012-08-23       Impact factor: 13.807

9.  miRDeep2 accurately identifies known and hundreds of novel microRNA genes in seven animal clades.

Authors:  Marc R Friedländer; Sebastian D Mackowiak; Na Li; Wei Chen; Nikolaus Rajewsky
Journal:  Nucleic Acids Res       Date:  2011-09-12       Impact factor: 16.971

10.  SeqBuster, a bioinformatic tool for the processing and analysis of small RNAs datasets, reveals ubiquitous miRNA modifications in human embryonic cells.

Authors:  Lorena Pantano; Xavier Estivill; Eulàlia Martí
Journal:  Nucleic Acids Res       Date:  2009-12-11       Impact factor: 16.971

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  11 in total

1.  3' Uridylation Confers miRNAs with Non-canonical Target Repertoires.

Authors:  Acong Yang; Xavier Bofill-De Ros; Tie-Juan Shao; Minjie Jiang; Katherine Li; Patricia Villanueva; Lisheng Dai; Shuo Gu
Journal:  Mol Cell       Date:  2019-06-06       Impact factor: 17.970

2.  Unification of miRNA and isomiR research: the mirGFF3 format and the mirtop API.

Authors:  Thomas Desvignes; Phillipe Loher; Karen Eilbeck; Jeffery Ma; Gianvito Urgese; Bastian Fromm; Jason Sydes; Ernesto Aparicio-Puerta; Victor Barrera; Roderic Espín; Florian Thibord; Xavier Bofill-De Ros; Eric Londin; Aristeidis G Telonis; Elisa Ficarra; Marc R Friedländer; John H Postlethwait; Isidore Rigoutsos; Michael Hackenberg; Ioannis S Vlachos; Marc K Halushka; Lorena Pantano
Journal:  Bioinformatics       Date:  2020-02-01       Impact factor: 6.937

Review 3.  IsomiRs: Expanding the miRNA repression toolbox beyond the seed.

Authors:  Xavier Bofill-De Ros; Acong Yang; Shuo Gu
Journal:  Biochim Biophys Acta Gene Regul Mech       Date:  2019-04-04       Impact factor: 4.490

4.  Novel, abundant Drosha isoforms are deficient in miRNA processing in cancer cells.

Authors:  Lisheng Dai; Lillian Hallmark; Xavier Bofill De Ros; Howard Crouch; Sean Chen; Tony Shi; Acong Yang; Chuanjiang Lian; Yongmei Zhao; Bao Tran; Shuo Gu
Journal:  RNA Biol       Date:  2020-08-30       Impact factor: 4.652

5.  Structural Differences between Pri-miRNA Paralogs Promote Alternative Drosha Cleavage and Expand Target Repertoires.

Authors:  Xavier Bofill-De Ros; Wojciech K Kasprzak; Yuba Bhandari; Lixin Fan; Quinn Cavanaugh; Minjie Jiang; Lisheng Dai; Acong Yang; Tie-Juan Shao; Bruce A Shapiro; Yun-Xing Wang; Shuo Gu
Journal:  Cell Rep       Date:  2019-01-08       Impact factor: 9.423

Review 6.  Pathogenic diversity of RNA variants and RNA variation-associated factors in cancer development.

Authors:  Hee Doo Yang; Suk Woo Nam
Journal:  Exp Mol Med       Date:  2020-04-28       Impact factor: 8.718

Review 7.  isomiRs-Hidden Soldiers in the miRNA Regulatory Army, and How to Find Them?

Authors:  Ilias Glogovitis; Galina Yahubyan; Thomas Würdinger; Danijela Koppers-Lalic; Vesselin Baev
Journal:  Biomolecules       Date:  2020-12-30

8.  Flexible pri-miRNA structures enable tunable production of 5' isomiRs.

Authors:  Xavier Bofill-De Ros; Zhenyi Hong; Ben Birkenfeld; Sarangelica Alamo-Ortiz; Acong Yang; Lisheng Dai; Shuo Gu
Journal:  RNA Biol       Date:  2021-12-31       Impact factor: 4.652

9.  Tumor IsomiR Encyclopedia (TIE): a pancancer database of miRNA isoforms.

Authors:  Xavier Bofill-De Ros; Brian Luke; Robert Guthridge; Uma Mudunuri; Michael Loss; Shuo Gu
Journal:  Bioinformatics       Date:  2021-03-17       Impact factor: 6.937

10.  AGO-bound mature miRNAs are oligouridylated by TUTs and subsequently degraded by DIS3L2.

Authors:  Acong Yang; Tie-Juan Shao; Xavier Bofill-De Ros; Chuanjiang Lian; Patricia Villanueva; Lisheng Dai; Shuo Gu
Journal:  Nat Commun       Date:  2020-06-02       Impact factor: 14.919

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