Literature DB >> 19267402

Construction of oncogenetic tree models reveals multiple pathways of oral cancer progression.

Swapnali Pathare1, Alejandro A Schäffer, Niko Beerenwinkel, Manoj Mahimkar.   

Abstract

Oral cancer develops and progresses by accumulation of genetic alterations. The interrelationship between these alterations and their sequence of occurrence in oral cancers has not been thoroughly understood. In the present study, we applied oncogenetic tree models to comparative genomic hybridization (CGH) data of 97 primary oral cancers to identify pathways of progression. CGH revealed the most frequent gains on chromosomes 8q (72.4%) and 9q (41.2%) and frequent losses on 3p (49.5%) and 8p (47.5%). Both mixture and distance-based tree models suggested multiple progression pathways and identified +8q as an early event. The mixture model suggested two independent pathways namely a major pathway with -8p and a less frequent pathway with +9q. The distance-based tree identified three progression pathways, one characterized by -8p, another by -3p and the third by alterations +11q and +7p. Differences were observed in cytogenetic pathways of node-positive and node-negative oral cancers. Node-positive cancers were characterized by more non-random aberrations (n = 11) and progressed via -8p or -3p. On the other hand, node-negative cancers involved fewer non-random alterations (n = 6) and progressed along -3p. In summary, the tree models for oral cancers provided novel information about the interactions between genetic alterations and predicted their probable order of occurrence. Copyright 2008 UICC.

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Year:  2009        PMID: 19267402      PMCID: PMC2670951          DOI: 10.1002/ijc.24267

Source DB:  PubMed          Journal:  Int J Cancer        ISSN: 0020-7136            Impact factor:   7.396


  43 in total

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2.  Use of allelic loss to predict malignant risk for low-grade oral epithelial dysplasia.

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8.  Distance-based reconstruction of tree models for oncogenesis.

Authors:  R Desper; F Jiang; O P Kallioniemi; H Moch; C H Papadimitriou; A A Schäffer
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9.  Chromosomal changes in betel-associated oral squamous cell carcinomas and their relationship to clinical parameters.

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5.  Clinicopathological and prognostic implications of genetic alterations in oral cancers.

Authors:  Swapnali M Pathare; Moritz Gerstung; Niko Beerenwinkel; Alejandro A Schäffer; Sadhana Kannan; Prathamesh Pai; K Alok Pathak; Anita M Borges; Manoj B Mahimkar
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Review 7.  The mathematics of cancer: integrating quantitative models.

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8.  Detecting repeated cancer evolution from multi-region tumor sequencing data.

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10.  Temporal ordering of cancer microarray data through a reinforcement learning based approach.

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