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A cancer graph: a lung cancer property graph database in Neo4j
OBJECTIVES: A novel graph data model of non-small cell lung cancer clinical and genomic data has been constructed with two aims: (1) provide a suitable model for facilitating graph analytics within the Neo4j framework or through tools which can interact through existing Neo4j APIs; and (2) provide a...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842806/ https://www.ncbi.nlm.nih.gov/pubmed/35164854 http://dx.doi.org/10.1186/s13104-022-05912-9 |
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author | Tuck, David |
author_facet | Tuck, David |
author_sort | Tuck, David |
collection | PubMed |
description | OBJECTIVES: A novel graph data model of non-small cell lung cancer clinical and genomic data has been constructed with two aims: (1) provide a suitable model for facilitating graph analytics within the Neo4j framework or through tools which can interact through existing Neo4j APIs; and (2) provide a base model extensible to other cancer types and additional datasets such as those derived from electronic health records and other real world sources. DATA DESCRIPTION: Clinical and genomic data integrated with a novel property graph database schema from publicly available datasets and analyses based on The Cancer Genome Atlas lung cancer datasets augmented by with subgraphs patient-patient social network from similarity and correlation as well as individual based biological networks. |
format | Online Article Text |
id | pubmed-8842806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88428062022-02-16 A cancer graph: a lung cancer property graph database in Neo4j Tuck, David BMC Res Notes Data Note OBJECTIVES: A novel graph data model of non-small cell lung cancer clinical and genomic data has been constructed with two aims: (1) provide a suitable model for facilitating graph analytics within the Neo4j framework or through tools which can interact through existing Neo4j APIs; and (2) provide a base model extensible to other cancer types and additional datasets such as those derived from electronic health records and other real world sources. DATA DESCRIPTION: Clinical and genomic data integrated with a novel property graph database schema from publicly available datasets and analyses based on The Cancer Genome Atlas lung cancer datasets augmented by with subgraphs patient-patient social network from similarity and correlation as well as individual based biological networks. BioMed Central 2022-02-14 /pmc/articles/PMC8842806/ /pubmed/35164854 http://dx.doi.org/10.1186/s13104-022-05912-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Data Note Tuck, David A cancer graph: a lung cancer property graph database in Neo4j |
title | A cancer graph: a lung cancer property graph database in Neo4j |
title_full | A cancer graph: a lung cancer property graph database in Neo4j |
title_fullStr | A cancer graph: a lung cancer property graph database in Neo4j |
title_full_unstemmed | A cancer graph: a lung cancer property graph database in Neo4j |
title_short | A cancer graph: a lung cancer property graph database in Neo4j |
title_sort | cancer graph: a lung cancer property graph database in neo4j |
topic | Data Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8842806/ https://www.ncbi.nlm.nih.gov/pubmed/35164854 http://dx.doi.org/10.1186/s13104-022-05912-9 |
work_keys_str_mv | AT tuckdavid acancergraphalungcancerpropertygraphdatabaseinneo4j AT tuckdavid cancergraphalungcancerpropertygraphdatabaseinneo4j |