Using semantics for representing experimental protocols

被引:8
作者
Giraldo, Olga [1 ]
Garcia, Alexander [1 ]
Lopez, Federico
Corcho, Oscar [1 ]
机构
[1] Univ Politecn Madrid, Ontol Engn Grp, E-28660 Madrid, Spain
来源
JOURNAL OF BIOMEDICAL SEMANTICS | 2017年 / 8卷
关键词
Semantic web; Graph theory; Ontologies; RDF for experimental protocols; Knowledge representation; Linked data; GUIDELINES;
D O I
10.1186/s13326-017-0160-y
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: An experimental protocol is a sequence of tasks and operations executed to perform experimental research in biological and biomedical areas, e.g. biology, genetics, immunology, neurosciences, virology. Protocols often include references to equipment, reagents, descriptions of critical steps, troubleshooting and tips, as well as any other information that researchers deem important for facilitating the reusability of the protocol. Although experimental protocols are central to reproducibility, the descriptions are often cursory. There is the need for a unified framework with respect to the syntactic structure and the semantics for representing experimental protocols. Results: In this paper we present "SMART Protocols ontology", an ontology for representing experimental protocols. Our ontology represents the protocol as a workflow with domain specific knowledge embedded within a document. We also present the Sample Instrument Reagent Objective (SIRO) model, which represents the minimal common information shared across experimental protocols. SIRO was conceived in the same realm as the Patient Intervention Comparison Outcome (PICO) model that supports search, retrieval and classification purposes in evidence based medicine. We evaluate our approach against a set of competency questions modeled as SPARQL queries and processed against a set of published and unpublished protocols modeled with the SP Ontology and the SIRO model. Our approach makes it possible to answer queries such as Which protocols use tumor tissue as a sample. Conclusion: Improving reporting structures for experimental protocols requires collective efforts from authors, peer reviewers, editors and funding bodies. The SP Ontology is a contribution towards this goal. We build upon previous experiences and bringing together the view of researchers managing protocols in their laboratory work. Website: https://smartprotocols.github.io/.
引用
收藏
页数:15
相关论文
共 43 条
  • [1] Evolving BioAssay Ontology (BAO): modularization, integration and applications
    Abeyruwan, Saminda
    Vempati, Uma D.
    Kuecuek-McGinty, Hande
    Visser, Ubbo
    Koleti, Amar
    Mir, Ahsan
    Sakurai, Kunie
    Chung, Caty
    Bittker, Joshua A.
    Clemons, Paul A.
    Brudz, Steve
    Siripala, Anosha
    Morales, Arturo J.
    Romacker, Martin
    Twomey, David
    Bureeva, Svetlana
    Lemmon, Vance
    Schuerer, Stephan C.
    [J]. JOURNAL OF BIOMEDICAL SEMANTICS, 2014, 5
  • [2] Genome-scale ChIP-chip analysis using 10,000 human cells
    Acevedo, Luis G.
    Iniguez, A. Leonardo
    Holster, Heather L.
    Zhang, Xinmin
    Green, Roland
    Farnham, Peggy J.
    [J]. BIOTECHNIQUES, 2007, 43 (06) : 791 - 797
  • [3] [Anonymous], 2014, P 4 WORKSHOP LINKED
  • [4] [Anonymous], INT CTR TROP AGR
  • [5] [Anonymous], SPECIFICATION DOCUME
  • [6] [Anonymous], ONTOLOGY PITF SCANN
  • [7] [Anonymous], P 2 INT C BIOM ONT B
  • [8] [Anonymous], INF ART ONT
  • [9] [Anonymous], PUBL 21 CENT MIN REA
  • [10] [Anonymous], INT J LIFE SCI METHO