Profiling cytogenetic diversity with entropy-based karyotypic analysis

被引:12
|
作者
Castro, MAA
Onsten, TTG
de Almeida, RMC
Moreira, JCF
机构
[1] Univ Fed Rio Grande do Sul, ICBS, Dept Bioquim, BR-90035003 Porto Alegre, RS, Brazil
[2] Univ Fed Rio Grande do Sul, Hosp Clin Porto Alegre, Dept Med Interne, BR-90035003 Porto Alegre, RS, Brazil
[3] Univ Luterana Brasil, BR-9240280 Canoas, Brazil
[4] Univ Fed Rio Grande do Sul, Inst Fis, BR-91501970 Porto Alegre, RS, Brazil
关键词
solid tumor; karyotype; information theory; entropy; cancer cytogenetics; chromosome aberrations;
D O I
10.1016/j.jtbi.2004.12.006
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Regardless the high degree of variation observed in solid tumor karyotypes, the use of diversity as a measurable phenomenon remains unexplored. Here we present a systematic cytogenetic analysis using Shannon's entropy as a measure for karyotypic diversity. Karyotypes from 14 epithelial tumor types (n = 1232) have the aneuploidy status scored, resulting in highly asymmetrical sample distribution, for which we determine the index of diversity (Shannon H') of structural and numerical chromosomal aberrations. Since karyotypic diversity is tissue-specific, this approach may give rise to new insights into the processes that may account for aneuploidy progression and solid tumor outcomes. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:487 / 495
页数:9
相关论文
共 50 条
  • [1] Information Entropy-Based Leakage Profiling
    Ou, Changhai
    Zhou, Xinping
    Lam, Siew-Kei
    Zhou, Chengju
    Ning, Fangxin
    [J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 40 (06) : 1052 - 1062
  • [2] Entropy-Based Privacy against Profiling of User Mobility
    Rodriguez-Carrion, Alicia
    Rebollo-Monedero, David
    Forne, Jordi
    Campo, Celeste
    Garcia-Rubio, Carlos
    Parra-Arnau, Javier
    Das, Sajal K.
    [J]. ENTROPY, 2015, 17 (06) : 3913 - 3946
  • [3] Scaffold diversity analysis using scaffold retrieval curves and an entropy-based measure
    Medina-Franco, Jose L.
    Martinez-Mayorga, Karina
    Bender, Andreas
    Scior, Thomas
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2010, 240
  • [4] Scaffold Diversity Analysis of Compound Daft Sets Using an Entropy-Based Measure
    Medina-Franco, Jose L.
    Martinez-Mayorga, Karina
    Bender, Andreas
    Scior, Thomas
    [J]. QSAR & COMBINATORIAL SCIENCE, 2009, 28 (11-12): : 1551 - 1560
  • [5] Entropy-Based Automation Detection on Twitter Using DNA Profiling
    Gilmary R.
    Venkatesan A.
    [J]. SN Computer Science, 4 (6)
  • [6] Entropy-Based Profiling of Network Traffic for Detection of Security Attack
    Lee, Tsern-Huei
    He, Jyun-De
    [J]. TENCON 2009 - 2009 IEEE REGION 10 CONFERENCE, VOLS 1-4, 2009, : 2505 - 2509
  • [7] Exploring Colligation Diversity and Grammaticalization in Chinese: An Entropy-Based Approach
    Yu, Biyan
    Jiang, Yue
    [J]. JOURNAL OF QUANTITATIVE LINGUISTICS, 2024,
  • [8] Entropy-Based Evolutionary Diversity Optimisation for the Traveling Salesperson Problem
    Nikfarjam, Adel
    Bossek, Jakob
    Neumann, Aneta
    Neumann, Frank
    [J]. PROCEEDINGS OF THE 2021 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'21), 2021, : 600 - 608
  • [9] Entropy-Based Statistical Analysis of PolSAR Data
    Frery, Alejandro C.
    Cintra, Renato J.
    Nascimento, Abraao D. C.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 51 (06): : 3733 - 3743
  • [10] An entropy-based approach to wake echo analysis
    Morris, J
    Anderson, S
    [J]. 2003 PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON RADAR, 2003, : 138 - 142