Cargando…
CellSim: a novel software to calculate cell similarity and identify their co-regulation networks
BACKGROUND: Cell direct reprogramming technology has been rapidly developed with its low risk of tumor risk and avoidance of ethical issues caused by stem cells, but it is still limited to specific cell types. Direct reprogramming from an original cell to target cell type needs the cell similarity a...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399906/ https://www.ncbi.nlm.nih.gov/pubmed/30832570 http://dx.doi.org/10.1186/s12859-019-2699-3 |
_version_ | 1783399838827675648 |
---|---|
author | Li, Leijie Che, Dongxue Wang, Xiaodan Zhang, Peng Rahman, Siddiq Ur Zhao, Jianbang Yu, Jiantao Tao, Shiheng Lu, Hui Liao, Mingzhi |
author_facet | Li, Leijie Che, Dongxue Wang, Xiaodan Zhang, Peng Rahman, Siddiq Ur Zhao, Jianbang Yu, Jiantao Tao, Shiheng Lu, Hui Liao, Mingzhi |
author_sort | Li, Leijie |
collection | PubMed |
description | BACKGROUND: Cell direct reprogramming technology has been rapidly developed with its low risk of tumor risk and avoidance of ethical issues caused by stem cells, but it is still limited to specific cell types. Direct reprogramming from an original cell to target cell type needs the cell similarity and cell specific regulatory network. The position and function of cells in vivo, can provide some hints about the cell similarity. However, it still needs further clarification based on molecular level studies. RESULT: CellSim is therefore developed to offer a solution for cell similarity calculation and a tool of bioinformatics for researchers. CellSim is a novel tool for the similarity calculation of different cells based on cell ontology and molecular networks in over 2000 different human cell types and presents sharing regulation networks of part cells. CellSim can also calculate cell types by entering a list of genes, including more than 250 human normal tissue specific cell types and 130 cancer cell types. The results are shown in both tables and spider charts which can be preserved easily and freely. CONCLUSION: CellSim aims to provide a computational strategy for cell similarity and the identification of distinct cell types. Stable CellSim releases (Windows, Linux, and Mac OS/X) are available at: www.cellsim.nwsuaflmz.com, and source code is available at: https://github.com/lileijie1992/CellSim/. |
format | Online Article Text |
id | pubmed-6399906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63999062019-03-13 CellSim: a novel software to calculate cell similarity and identify their co-regulation networks Li, Leijie Che, Dongxue Wang, Xiaodan Zhang, Peng Rahman, Siddiq Ur Zhao, Jianbang Yu, Jiantao Tao, Shiheng Lu, Hui Liao, Mingzhi BMC Bioinformatics Software BACKGROUND: Cell direct reprogramming technology has been rapidly developed with its low risk of tumor risk and avoidance of ethical issues caused by stem cells, but it is still limited to specific cell types. Direct reprogramming from an original cell to target cell type needs the cell similarity and cell specific regulatory network. The position and function of cells in vivo, can provide some hints about the cell similarity. However, it still needs further clarification based on molecular level studies. RESULT: CellSim is therefore developed to offer a solution for cell similarity calculation and a tool of bioinformatics for researchers. CellSim is a novel tool for the similarity calculation of different cells based on cell ontology and molecular networks in over 2000 different human cell types and presents sharing regulation networks of part cells. CellSim can also calculate cell types by entering a list of genes, including more than 250 human normal tissue specific cell types and 130 cancer cell types. The results are shown in both tables and spider charts which can be preserved easily and freely. CONCLUSION: CellSim aims to provide a computational strategy for cell similarity and the identification of distinct cell types. Stable CellSim releases (Windows, Linux, and Mac OS/X) are available at: www.cellsim.nwsuaflmz.com, and source code is available at: https://github.com/lileijie1992/CellSim/. BioMed Central 2019-03-04 /pmc/articles/PMC6399906/ /pubmed/30832570 http://dx.doi.org/10.1186/s12859-019-2699-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Li, Leijie Che, Dongxue Wang, Xiaodan Zhang, Peng Rahman, Siddiq Ur Zhao, Jianbang Yu, Jiantao Tao, Shiheng Lu, Hui Liao, Mingzhi CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title | CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title_full | CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title_fullStr | CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title_full_unstemmed | CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title_short | CellSim: a novel software to calculate cell similarity and identify their co-regulation networks |
title_sort | cellsim: a novel software to calculate cell similarity and identify their co-regulation networks |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399906/ https://www.ncbi.nlm.nih.gov/pubmed/30832570 http://dx.doi.org/10.1186/s12859-019-2699-3 |
work_keys_str_mv | AT lileijie cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT chedongxue cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT wangxiaodan cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT zhangpeng cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT rahmansiddiqur cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT zhaojianbang cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT yujiantao cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT taoshiheng cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT luhui cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks AT liaomingzhi cellsimanovelsoftwaretocalculatecellsimilarityandidentifytheircoregulationnetworks |