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Willing, Eyla: On Distance and Sorting of the Double Cut-and-Join and the Inversion-*indel* Model. 2018
Inhalt
1 Introduction
1.1 Introduction to Genomes
1.1.1 Organisation of Genetic Information
1.1.2 Genome Nomenclature
1.2 Comparative Genomics
1.2.1 Genome Modifications
1.2.2 Genome Modification Models
1.3 Content and Structure of the Thesis
2 Important Data Structures and Models
2.1 Insertions and Deletions
2.1.1 Core Genomes and Unique Markers
2.1.2 A First Upper Bound to the Distance with Unique Markers
2.1.3 Extremities, Adjacencies and Labels
2.1.4 The Indel Operation on G-Adjacencies
2.2 Graph Structures for Representing Genomic Relations
2.2.1 Breakpoint Graph
2.2.2 Adjacency Graph
2.2.3 Master Graph
2.2.4 Properties of Cycles
2.2.5 A Note on Relations between the Types of Graphs
2.3 The Double Cut-and-Join Model
2.3.1 The DCJ Operation on Unlabelled G-Adjacencies
2.3.2 The Effect of a DCJ Operation on the Adjacency Graph
2.3.3 Distance and Sorting
3 Uniform Sampling of DCJ Sorting Scenarios
3.1 Sampling by Sorting Components Individually
3.1.1 Solution Space for DCJ Sorting without Recombinations
3.1.2 Bundling Cases with Identical Distance Values
3.1.3 Bundling Cases with Identical Change(s) in Distance Value
3.1.4 Sampling Weights for a Distance-Splitgroup-Pair
3.1.5 Uniform Sampling of an Optimal DCJ Operation
3.2 Implementation into UniMoG
3.2.1 Drawing a Huge Random Integer
3.2.2 Example Output
3.3 Evaluation
3.3.1 Overview of Sampling Methods
3.3.2 Real Data
3.3.3 Artificial Data
3.4 Discussion
4 DCJ-indel Model on Circular Genomes Via DCJ Distance
4.1 Generalising the DCJ Model and Distance
4.1.1 The DCJ Operation on Labelled G-Adjacencies
4.2 DCJ and indel Operations on a Labelled Cycle
4.3 DCJ Operations on a Pair of Labelled Cycles
4.4 Distance
4.5 On Sorting With Indels
4.5.1 Introducing Insertions from a B-run
4.5.2 Optimal Completion
5 Inversion-indel Distance Problems
5.1 Distance Relations
5.2 Preliminaries
5.2.1 Effect of an Inversion on Cycles
5.2.2 Component Groups
5.2.3 Component Group Relations
5.2.4 Effect of an Inversion on Component Groups
5.3 Resolving Unlabelled Good Components
5.4 Resolving Labelled Good Components
5.4.1 Finding Safe Integrations
5.4.2 The Inversion-indel Distance on Good Components
5.5 Handling AB-Cycles and AB-Component Groups
5.6 The Labelled Component Group Tree
5.6.1 Resolving Bad Unlabelled Component Groups
5.6.2 The Bad Component Group Tree To
5.7 Chapter Summary
6 Optimal Tree Covers of To
6.1 Covering Paths and Tree Covers
6.1.1 Cost of a Cover Bounded by Individual Subtrees
6.2 Properties of To Influencing the Cost of Optimal Covers
6.2.1 Separation Types
6.2.2 Links of Subtrees
6.2.3 Short Paths
6.2.4 Property Set of To
6.3 Heterogeneous Paths
6.4 The Residual Tree Tr
6.4.1 Residual Trees With One Type of Leaf Labelling
6.4.2 Residual Trees With Two Types of Leaf Labelling
6.4.3 Residual Trees With Three Types of Leaf Labelling
6.4.4 Residual Trees With Four Types of Leaf Labelling
6.4.5 Strategy for Reduction in the General Case
6.5 Chapter Summary
7 Inversion-indel Distance and Sorting
7.1 The General Inversion-indel Distance
7.2 Sorting with Inversions, Insertions and Deletions
7.2.1 The Residual Tree Cover as Precursor
7.2.2 Sorting with Inversions and Deletions
7.3 Model Limitations and Extensions
7.3.1 Multichromosomal Genomes
7.3.2 Co-tailed Genomes
8 Final Remarks
8.1 Summary
8.2 Prospects
Bibliography
Notations
Appendix
A Additional Examples
A.1 Unsafe Covering Paths
A.2 Non-Separated Labelled Tree
A.3 Separations
A.4 Short and Long e-Branches
A.5 Counter-Example for Reduction of AB-Leaves
A.6 The Number of Separating Vertices Matters
B Bounds to an Optimal Tree Cover With Restraints
C Cover Descriptions
C.1 Nomenclature
C.2 Trees with Two Leaf Types
C.3 Trees with Three Leaf Types
C.4 Trees with Four Leaf Types
D Detailed Sampling Results for sty-stm Comparison of Y-Proteobacteria