Literature DB >> 28968701

Interactive network visualization in Jupyter notebooks: visJS2jupyter.

Sara Brin Rosenthal1, Julia Len1, Mikayla Webster1, Aaron Gary1, Amanda Birmingham1, Kathleen M Fisch1.   

Abstract

Motivation: Network biology is widely used to elucidate mechanisms of disease and biological processes. The ability to interact with biological networks is important for hypothesis generation and to give researchers an intuitive understanding of the data. We present visJS2jupyter, a tool designed to embed interactive networks in Jupyter notebooks to streamline network analysis and to promote reproducible research.
Results: The tool provides functions for performing and visualizing useful network operations in biology, including network overlap, network propagation around a focal set of genes, and co-localization of two sets of seed genes. visJS2jupyter uses the JavaScript library vis.js to create interactive networks displayed within Jupyter notebook cells with features including drag, click, hover, and zoom. We demonstrate the functionality of visJS2jupyter applied to a biological question, by creating a network propagation visualization to prioritize risk-related genes in autism. Availability and implementation: The visJS2jupyter package is distributed under the MIT License. The source code, documentation and installation instructions are freely available on GitHub at https://github.com/ucsd-ccbb/visJS2jupyter. The package can be downloaded at https://pypi.python.org/pypi/visJS2jupyter. Contact: sbrosenthal@ucsd.edu. Supplementary information: Supplementary data are available at Bioinformatics online.
© The Author (2017). Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com

Entities:  

Mesh:

Year:  2018        PMID: 28968701      PMCID: PMC6075087          DOI: 10.1093/bioinformatics/btx581

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


  11 in total

Review 1.  Network biology: understanding the cell's functional organization.

Authors:  Albert-László Barabási; Zoltán N Oltvai
Journal:  Nat Rev Genet       Date:  2004-02       Impact factor: 53.242

2.  Cytoscape: a software environment for integrated models of biomolecular interaction networks.

Authors:  Paul Shannon; Andrew Markiel; Owen Ozier; Nitin S Baliga; Jonathan T Wang; Daniel Ramage; Nada Amin; Benno Schwikowski; Trey Ideker
Journal:  Genome Res       Date:  2003-11       Impact factor: 9.043

3.  SFARI Gene: an evolving database for the autism research community.

Authors:  Sharmila Banerjee-Basu; Alan Packer
Journal:  Dis Model Mech       Date:  2010 Mar-Apr       Impact factor: 5.758

4.  Exome sequencing links corticospinal motor neuron disease to common neurodegenerative disorders.

Authors:  Gaia Novarino; Ali G Fenstermaker; Maha S Zaki; Matan Hofree; Jennifer L Silhavy; Andrew D Heiberg; Mostafa Abdellateef; Basak Rosti; Eric Scott; Lobna Mansour; Amira Masri; Hulya Kayserili; Jumana Y Al-Aama; Ghada M H Abdel-Salam; Ariana Karminejad; Majdi Kara; Bulent Kara; Bita Bozorgmehri; Tawfeg Ben-Omran; Faezeh Mojahedi; Iman Gamal El Din Mahmoud; Naima Bouslam; Ahmed Bouhouche; Ali Benomar; Sylvain Hanein; Laure Raymond; Sylvie Forlani; Massimo Mascaro; Laila Selim; Nabil Shehata; Nasir Al-Allawi; P S Bindu; Matloob Azam; Murat Gunel; Ahmet Caglayan; Kaya Bilguvar; Aslihan Tolun; Mahmoud Y Issa; Jana Schroth; Emily G Spencer; Rasim O Rosti; Naiara Akizu; Keith K Vaux; Anide Johansen; Alice A Koh; Hisham Megahed; Alexandra Durr; Alexis Brice; Giovanni Stevanin; Stacy B Gabriel; Trey Ideker; Joseph G Gleeson
Journal:  Science       Date:  2014-01-31       Impact factor: 47.728

5.  Discovering causal pathways linking genomic events to transcriptional states using Tied Diffusion Through Interacting Events (TieDIE).

Authors:  Evan O Paull; Daniel E Carlin; Mario Niepel; Peter K Sorger; David Haussler; Joshua M Stuart
Journal:  Bioinformatics       Date:  2013-08-27       Impact factor: 6.937

6.  STRING v10: protein-protein interaction networks, integrated over the tree of life.

Authors:  Damian Szklarczyk; Andrea Franceschini; Stefan Wyder; Kristoffer Forslund; Davide Heller; Jaime Huerta-Cepas; Milan Simonovic; Alexander Roth; Alberto Santos; Kalliopi P Tsafou; Michael Kuhn; Peer Bork; Lars J Jensen; Christian von Mering
Journal:  Nucleic Acids Res       Date:  2014-10-28       Impact factor: 16.971

7.  A large-scale benchmark of gene prioritization methods.

Authors:  Dimitri Guala; Erik L L Sonnhammer
Journal:  Sci Rep       Date:  2017-04-21       Impact factor: 4.379

8.  Associating genes and protein complexes with disease via network propagation.

Authors:  Oron Vanunu; Oded Magger; Eytan Ruppin; Tomer Shlomi; Roded Sharan
Journal:  PLoS Comput Biol       Date:  2010-01-15       Impact factor: 4.475

Review 9.  Cancer systems biology: a network modeling perspective.

Authors:  Pamela K Kreeger; Douglas A Lauffenburger
Journal:  Carcinogenesis       Date:  2009-10-27       Impact factor: 4.944

10.  Cytoscape.js: a graph theory library for visualisation and analysis.

Authors:  Max Franz; Christian T Lopes; Gerardo Huck; Yue Dong; Onur Sumer; Gary D Bader
Journal:  Bioinformatics       Date:  2015-09-28       Impact factor: 6.937

View more
  4 in total

1.  A Multiscale Map of the Stem Cell State in Pancreatic Adenocarcinoma.

Authors:  Nikki K Lytle; L Paige Ferguson; Nirakar Rajbhandari; Kathryn Gilroy; Raymond G Fox; Anagha Deshpande; Christian M Schürch; Michael Hamilton; Neil Robertson; Wei Lin; Pawan Noel; Martin Wartenberg; Inti Zlobec; Micha Eichmann; José A Galván; Eva Karamitopoulou; Tami Gilderman; Lourdes Adriana Esparza; Yutaka Shima; Philipp Spahn; Randall French; Nathan E Lewis; Kathleen M Fisch; Roman Sasik; Sara Brin Rosenthal; Marcie Kritzik; Daniel Von Hoff; Haiyong Han; Trey Ideker; Aniruddha J Deshpande; Andrew M Lowy; Peter D Adams; Tannishtha Reya
Journal:  Cell       Date:  2019-04-04       Impact factor: 41.582

2.  Biological Interpretation of Complex Genomic Data.

Authors:  Kathleen M Fisch
Journal:  Methods Mol Biol       Date:  2019

3.  Inflammation-driven deaminase deregulation fuels human pre-leukemia stem cell evolution.

Authors:  Qingfei Jiang; Jane Isquith; Luisa Ladel; Adam Mark; Frida Holm; Cayla Mason; Yudou He; Phoebe Mondala; Isabelle Oliver; Jessica Pham; Wenxue Ma; Eduardo Reynoso; Shawn Ali; Isabella Jamieson Morris; Raymond Diep; Chanond Nasamran; Guorong Xu; Roman Sasik; Sara Brin Rosenthal; Amanda Birmingham; Sanja Coso; Gabriel Pineda; Leslie Crews; Mary E Donohoe; J Craig Venter; Thomas Whisenant; Ruben A Mesa; Ludmil B Alexandrov; Kathleen M Fisch; Catriona Jamieson
Journal:  Cell Rep       Date:  2021-01-26       Impact factor: 9.423

4.  MyomirDB: A unified database and server platform for muscle atrophy myomiRs, coregulatory networks and regulons.

Authors:  Apoorv Gupta; Pankaj Khurana; Sukanya Srivastava; Geetha Suryakumar; Bhuvnesh Kumar
Journal:  Sci Rep       Date:  2020-05-25       Impact factor: 4.379

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.