Literature DB >> 23798227

PIMiner: a web tool for extraction of protein interactions from biomedical literature.

Rajesh Chowdhary1, Jinfeng Zhang, Sin Lam Tan, Daniel E Osborne, Vladimir B Bajic, Jun S Liu.   

Abstract

Information on Protein Interactions (Pls) is valuable for biomedical research, but often lies buried in the scientific literature and cannot be readily retrieved. While much progress has been made over the years in extracting Pls from the literature using computational methods, there is a lack of free, public, user-friendly tools for the discovery of Pls. We developed an online tool for the extraction of PI relationships from PubMed-abstracts, which we name PIMiner. Protein pairs and the words that describe their interactions are reported by PIMiner so that new interactions can be easily detected within text. The interaction likelihood levels are reported too. The option to extract only specific types of interactions is also provided. The PIMiner server can be accessed through a web browser or remotely through a client's command line. PIMiner can process 50,000 PubMed abstracts in approximately 7 min and thus appears suitable for large-scale processing of biological/biomedical literature.

Entities:  

Mesh:

Substances:

Year:  2013        PMID: 23798227      PMCID: PMC4303605          DOI: 10.1504/ijdmb.2013.054232

Source DB:  PubMed          Journal:  Int J Data Min Bioinform        ISSN: 1748-5673            Impact factor:   0.667


  15 in total

1.  Prediction of protein-protein interactions from primary sequences.

Authors:  Qiwen Dong; Shuigeng Zhou; Xuan Liu
Journal:  Int J Data Min Bioinform       Date:  2010       Impact factor: 0.667

2.  Extraction of protein interaction data: a comparative analysis of methods in use.

Authors:  Hena Jose; Thangavel Vadivukarasi; Jyothi Devakumar
Journal:  EURASIP J Bioinform Syst Biol       Date:  2007

3.  Large-scale Protein-Protein Interaction prediction using novel kernel methods.

Authors:  Xue-Wen Chen; Bing Han; Jianwen Fang; Ryan J Haasl
Journal:  Int J Data Min Bioinform       Date:  2008       Impact factor: 0.667

4.  Improving domain-based protein interaction prediction using biologically significant negative datasets.

Authors:  Xiao-Li Li; Soon-Heng Tan; See-Kiong Ng
Journal:  Int J Data Min Bioinform       Date:  2006       Impact factor: 0.667

5.  Implementing the iHOP concept for navigation of biomedical literature.

Authors:  Robert Hoffmann; Alfonso Valencia
Journal:  Bioinformatics       Date:  2005-09-01       Impact factor: 6.937

6.  BioGRID: a general repository for interaction datasets.

Authors:  Chris Stark; Bobby-Joe Breitkreutz; Teresa Reguly; Lorrie Boucher; Ashton Breitkreutz; Mike Tyers
Journal:  Nucleic Acids Res       Date:  2006-01-01       Impact factor: 16.971

7.  Overview of BioCreAtIvE: critical assessment of information extraction for biology.

Authors:  Lynette Hirschman; Alexander Yeh; Christian Blaschke; Alfonso Valencia
Journal:  BMC Bioinformatics       Date:  2005-05-24       Impact factor: 3.169

8.  Entrez Gene: gene-centered information at NCBI.

Authors:  Donna Maglott; Jim Ostell; Kim D Pruitt; Tatiana Tatusova
Journal:  Nucleic Acids Res       Date:  2005-01-01       Impact factor: 16.971

9.  A realistic assessment of methods for extracting gene/protein interactions from free text.

Authors:  Renata Kabiljo; Andrew B Clegg; Adrian J Shepherd
Journal:  BMC Bioinformatics       Date:  2009-07-28       Impact factor: 3.169

10.  OpenDMAP: an open source, ontology-driven concept analysis engine, with applications to capturing knowledge regarding protein transport, protein interactions and cell-type-specific gene expression.

Authors:  Lawrence Hunter; Zhiyong Lu; James Firby; William A Baumgartner; Helen L Johnson; Philip V Ogren; K Bretonnel Cohen
Journal:  BMC Bioinformatics       Date:  2008-01-31       Impact factor: 3.169

View more
  7 in total

1.  DES-Mutation: System for Exploring Links of Mutations and Diseases.

Authors:  Vasiliki Kordopati; Adil Salhi; Rozaimi Razali; Aleksandar Radovanovic; Faroug Tifratene; Mahmut Uludag; Yu Li; Ameerah Bokhari; Ahdab AlSaieedi; Arwa Bin Raies; Christophe Van Neste; Magbubah Essack; Vladimir B Bajic
Journal:  Sci Rep       Date:  2018-09-06       Impact factor: 4.379

2.  Context-specific protein network miner--an online system for exploring context-specific protein interaction networks from the literature.

Authors:  Rajesh Chowdhary; Sin Lam Tan; Jinfeng Zhang; Shreyas Karnik; Vladimir B Bajic; Jun S Liu
Journal:  PLoS One       Date:  2012-04-06       Impact factor: 3.240

3.  DES-TOMATO: A Knowledge Exploration System Focused On Tomato Species.

Authors:  Adil Salhi; Sónia Negrão; Magbubah Essack; Mitchell J L Morton; Salim Bougouffa; Rozaimi Razali; Aleksandar Radovanovic; Benoit Marchand; Maxat Kulmanov; Robert Hoehndorf; Mark Tester; Vladimir B Bajic
Journal:  Sci Rep       Date:  2017-07-20       Impact factor: 4.379

4.  DES-ROD: Exploring Literature to Develop New Links between RNA Oxidation and Human Diseases.

Authors:  Magbubah Essack; Adil Salhi; Christophe Van Neste; Arwa Bin Raies; Faroug Tifratene; Mahmut Uludag; Arnaud Hungler; Bozidarka Zaric; Sonja Zafirovic; Takashi Gojobori; Esma Isenovic; Vladan P Bajic
Journal:  Oxid Med Cell Longev       Date:  2020-03-27       Impact factor: 6.543

Review 5.  Redox control of vascular biology.

Authors:  Milan Obradovic; Magbubah Essack; Sonja Zafirovic; Emina Sudar-Milovanovic; Vladan P Bajic; Christophe Van Neste; Andreja Trpkovic; Julijana Stanimirovic; Vladimir B Bajic; Esma R Isenovic
Journal:  Biofactors       Date:  2019-09-04       Impact factor: 6.113

6.  Triage of documents containing protein interactions affected by mutations using an NLP based machine learning approach.

Authors:  Jinchan Qu; Albert Steppi; Dongrui Zhong; Jie Hao; Jian Wang; Pei-Yau Lung; Tingting Zhao; Zhe He; Jinfeng Zhang
Journal:  BMC Genomics       Date:  2020-11-10       Impact factor: 3.969

7.  Pre-trained models, data augmentation, and ensemble learning for biomedical information extraction and document classification.

Authors:  Arslan Erdengasileng; Qing Han; Tingting Zhao; Shubo Tian; Xin Sui; Keqiao Li; Wanjing Wang; Jian Wang; Ting Hu; Feng Pan; Yuan Zhang; Jinfeng Zhang
Journal:  Database (Oxford)       Date:  2022-08-13       Impact factor: 4.462

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.