Literature DB >> 26709906

Computational systems biology in cancer brain metastasis.

Huiming Peng1, Hua Tan1, Weiling Zhao1, Guangxu Jin1, Sambad Sharma2, Fei Xing3, Kounosuke Watabe4, Xiaobo Zhou5.   

Abstract

Brain metastases occur in 20-40% of patients with advanced malignancies. A better understanding of the mechanism of this disease will help us to identify novel therapeutic strategies. In this review, we will discuss the systems biology approaches used in this area, including bioinformatics and mathematical modeling. Bioinformatics has been used for identifying the molecular mechanisms driving brain metastasis and mathematical modeling methods for analyzing dynamics of a system and predicting optimal therapeutic strategies. We will illustrate the strategies, procedures, and computational techniques used for studying systems biology in cancer brain metastases. We will give examples on how to use a systems biology approach to analyze a complex disease. Some of the approaches used to identify relevant networks, pathways, and possibly biomarkers in metastasis will be reviewed into details. Finally, certain challenges and possible future directions in this area will also be discussed.

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Year:  2016        PMID: 26709906      PMCID: PMC9316364          DOI: 10.2741/s456

Source DB:  PubMed          Journal:  Front Biosci (Schol Ed)        ISSN: 1945-0516


  94 in total

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Authors:  Hiroaki Kitano
Journal:  Science       Date:  2002-03-01       Impact factor: 47.728

Review 2.  Illuminating the metastatic process.

Authors:  Erik Sahai
Journal:  Nat Rev Cancer       Date:  2007-10       Impact factor: 60.716

Review 3.  Molecular determinants of lung cancer metastasis to the central nervous system.

Authors:  Timothy G Whitsett; Landon J Inge; Harshil D Dhruv; Philip Y Cheung; Glen J Weiss; Ross M Bremner; Jeffrey A Winkles; Nhan L Tran
Journal:  Transl Lung Cancer Res       Date:  2013-08

4.  Astrocytes upregulate survival genes in tumor cells and induce protection from chemotherapy.

Authors:  Sun-Jin Kim; Jang-Seong Kim; Eun Sung Park; Ju-Seog Lee; Qingtang Lin; Robert R Langley; Marva Maya; Junqin He; Seung-Wook Kim; Zhang Weihua; Krishnakumar Balasubramanian; Dominic Fan; Gordon B Mills; Mien-Chie Hung; Isaiah J Fidler
Journal:  Neoplasia       Date:  2011-03       Impact factor: 5.715

5.  RPI-Pred: predicting ncRNA-protein interaction using sequence and structural information.

Authors:  V Suresh; Liang Liu; Donald Adjeroh; Xiaobo Zhou
Journal:  Nucleic Acids Res       Date:  2015-01-21       Impact factor: 16.971

6.  MicroRNA expression profiling of human metastatic cancers identifies cancer gene targets.

Authors:  Raffaele Baffa; Matteo Fassan; Stefano Volinia; Brian O'Hara; Chang-Gong Liu; Juan P Palazzo; Marina Gardiman; Massimo Rugge; Leonard G Gomella; Carlo M Croce; Anne Rosenberg
Journal:  J Pathol       Date:  2009-10       Impact factor: 7.996

7.  A nomogram for predicting distant brain failure in patients treated with gamma knife stereotactic radiosurgery without whole brain radiotherapy.

Authors:  Diandra N Ayala-Peacock; Ann M Peiffer; John T Lucas; Scott Isom; J Griff Kuremsky; James J Urbanic; J Daniel Bourland; Adrian W Laxton; Stephen B Tatter; Edward G Shaw; Michael D Chan
Journal:  Neuro Oncol       Date:  2014-02-20       Impact factor: 12.300

8.  Identification of functional cell adhesion molecules with a potential role in metastasis by a combination of in vivo phage display and in silico analysis.

Authors:  Anguraj Sadanandam; Michelle L Varney; Leo Kinarsky; Hesham Ali; R Lee Mosley; Rakesh K Singh
Journal:  OMICS       Date:  2007

9.  A 3D multiscale model of cancer stem cell in tumor development.

Authors:  Fuhai Li; Hua Tan; Jaykrishna Singh; Jian Yang; Xiaofeng Xia; Jiguang Bao; Jinwen Ma; Ming Zhan; Stephen T C Wong
Journal:  BMC Syst Biol       Date:  2013-12-17

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Journal:  Br J Cancer       Date:  2009-09-01       Impact factor: 7.640

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  4 in total

Review 1.  Systems biology: perspectives on multiscale modeling in research on endocrine-related cancers.

Authors:  Robert Clarke; John J Tyson; Ming Tan; William T Baumann; Lu Jin; Jianhua Xuan; Yue Wang
Journal:  Endocr Relat Cancer       Date:  2019-06       Impact factor: 5.678

2.  Identifying candidates for gamma knife radiosurgery among elderly patients with brain metastases.

Authors:  Tae Hoon Roh; Mi Sun Choi; Namkyu You; Donghwan Jeong; Ae Hwa Jang; Mi Ra Seo; Sang Ryul Lee; Se-Hyuk Kim
Journal:  J Neurooncol       Date:  2018-01-11       Impact factor: 4.130

3.  Computational analysis of the mesenchymal signature landscape in gliomas.

Authors:  Orieta Celiku; Anita Tandle; Joon-Yong Chung; Stephen M Hewitt; Kevin Camphausen; Uma Shankavaram
Journal:  BMC Med Genomics       Date:  2017-03-09       Impact factor: 3.063

4.  The development and validation of a nomogram for predicting brain metastases in lung squamous cell carcinoma patients: an analysis of the Surveillance, Epidemiology, and End Results (SEER) database.

Authors:  Jingya Zhang; Jiali Xu; Shidai Jin; Wen Gao; Renhua Guo; Liang Chen
Journal:  J Thorac Dis       Date:  2021-01       Impact factor: 2.895

  4 in total

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