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The Gene Ontology Handbook
Taschenbuch von Nives ¿Kunca (u. a.)
Sprache: Englisch

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Beschreibung
This book is open access under a CC BY 4.0 license.
This book provides a practical and self-contained overview of the Gene Ontology (GO), the leading project to organize biological knowledge on genes and their products across genomic resources. Written for biologists and bioinformaticians, it covers the state-of-the-art of how GO annotations are made, how they are evaluated, and what sort of analyses can and cannot be done with the GO. In the spirit of the Methods in Molecular Biology book series, there is an emphasis throughout the chapters on providing practical guidance and troubleshooting advice.
Authoritative and accessible, The Gene Ontology Handbook serves non-experts as well as seasoned GO users as a thorough guide to this powerful knowledge system.
This book is open access under a CC BY 4.0 license.
This book provides a practical and self-contained overview of the Gene Ontology (GO), the leading project to organize biological knowledge on genes and their products across genomic resources. Written for biologists and bioinformaticians, it covers the state-of-the-art of how GO annotations are made, how they are evaluated, and what sort of analyses can and cannot be done with the GO. In the spirit of the Methods in Molecular Biology book series, there is an emphasis throughout the chapters on providing practical guidance and troubleshooting advice.
Authoritative and accessible, The Gene Ontology Handbook serves non-experts as well as seasoned GO users as a thorough guide to this powerful knowledge system.
Zusammenfassung

Features chapters on the fundamentals of Gene Ontology, its use in gene annotation, and its application in bioinformatic analyses

Emphasizes providing practical guidance and troubleshooting advice

Assumes no prior knowledge yet serves as an informative and useful text for experts as well

Includes supplementary material: [...]

Inhaltsverzeichnis
Part I: Fundamentals

1. Primer on Ontologies

Janna Hastings

2. The Gene Ontology and the Meaning of Biological Function

Paul D. Thomas

3. Primer on the Gene Ontology

Pascale Gaudet, Nives Škunca, James C. Hu, and Christophe Dessimoz

Part II: Making Gene Ontology Annotations

4. Best Practices in Manual Annotation with the Gene Ontology

Sylvain Poux and Pascale Gaudet

5. Computational Methods for Annotation Transfers from Sequence

Domenico Cozzetto and David T. Jones

6. Text Mining to Support Gene Ontology Curation and Vice Versa

Patrick Ruch

7. How Does the Scientific Community Contribute to Gene Ontology?

Ruth C. Lovering

Part III: Evaluating Gene Ontology Annotations

8. Evaluating Computational Gene Ontology Annotations

Nives Škunca, Richard J. Roberts, and Martin Steffen

9. Evaluating Functional Annotations of Enzymes Using the Gene Ontology

Gemma L. Holliday, Rebecca Davidson, Eyal Akiva, and Patricia C. Babbitt10. Community-Based Evaluation of Computational Function Prediction

Iddo Friedberg and Predrag Radivojac

Part IV: Using the Gene Ontology

11. Get GO!: Retrieving GO Data Using AmiGO, QuickGO, API, Files, and Tools

Monica Munoz-Torres and Seth Carbon

12. Semantic Similarity in the Gene Ontology

Catia Pesquita

13. Gene-Category Analysis

Sebastian Bauer

14. Gene Ontology: Pitfalls, Biases, and Remedies

Pascale Gaudet and Christophe Dessimoz

15. Visualizing GO Annotations

Fran Supek and Nives Škunca

16. A Gene Ontology Tutorial in Python

Alex Warwick Vesztrocy and Christophe Dessimoz

Part V: Advanced Gene Ontology Topics
Details
Erscheinungsjahr: 2018
Fachbereich: Allgemeines
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Methods in Molecular Biology
Inhalt: xii
305 S.
6 s/w Illustr.
50 farbige Illustr.
305 p. 56 illus.
50 illus. in color.
ISBN-13: 9781493981267
ISBN-10: 1493981269
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: ¿Kunca, Nives
Dessimoz, Christophe
Herausgeber: Christophe Dessimoz/Nives Skunca
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer New York
Springer US, New York, N.Y.
Methods in Molecular Biology
Maße: 254 x 178 x 18 mm
Von/Mit: Nives ¿Kunca (u. a.)
Erscheinungsdatum: 23.06.2018
Gewicht: 0,605 kg
Artikel-ID: 114134478
Zusammenfassung

Features chapters on the fundamentals of Gene Ontology, its use in gene annotation, and its application in bioinformatic analyses

Emphasizes providing practical guidance and troubleshooting advice

Assumes no prior knowledge yet serves as an informative and useful text for experts as well

Includes supplementary material: [...]

Inhaltsverzeichnis
Part I: Fundamentals

1. Primer on Ontologies

Janna Hastings

2. The Gene Ontology and the Meaning of Biological Function

Paul D. Thomas

3. Primer on the Gene Ontology

Pascale Gaudet, Nives Škunca, James C. Hu, and Christophe Dessimoz

Part II: Making Gene Ontology Annotations

4. Best Practices in Manual Annotation with the Gene Ontology

Sylvain Poux and Pascale Gaudet

5. Computational Methods for Annotation Transfers from Sequence

Domenico Cozzetto and David T. Jones

6. Text Mining to Support Gene Ontology Curation and Vice Versa

Patrick Ruch

7. How Does the Scientific Community Contribute to Gene Ontology?

Ruth C. Lovering

Part III: Evaluating Gene Ontology Annotations

8. Evaluating Computational Gene Ontology Annotations

Nives Škunca, Richard J. Roberts, and Martin Steffen

9. Evaluating Functional Annotations of Enzymes Using the Gene Ontology

Gemma L. Holliday, Rebecca Davidson, Eyal Akiva, and Patricia C. Babbitt10. Community-Based Evaluation of Computational Function Prediction

Iddo Friedberg and Predrag Radivojac

Part IV: Using the Gene Ontology

11. Get GO!: Retrieving GO Data Using AmiGO, QuickGO, API, Files, and Tools

Monica Munoz-Torres and Seth Carbon

12. Semantic Similarity in the Gene Ontology

Catia Pesquita

13. Gene-Category Analysis

Sebastian Bauer

14. Gene Ontology: Pitfalls, Biases, and Remedies

Pascale Gaudet and Christophe Dessimoz

15. Visualizing GO Annotations

Fran Supek and Nives Škunca

16. A Gene Ontology Tutorial in Python

Alex Warwick Vesztrocy and Christophe Dessimoz

Part V: Advanced Gene Ontology Topics
Details
Erscheinungsjahr: 2018
Fachbereich: Allgemeines
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Methods in Molecular Biology
Inhalt: xii
305 S.
6 s/w Illustr.
50 farbige Illustr.
305 p. 56 illus.
50 illus. in color.
ISBN-13: 9781493981267
ISBN-10: 1493981269
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: ¿Kunca, Nives
Dessimoz, Christophe
Herausgeber: Christophe Dessimoz/Nives Skunca
Auflage: Softcover reprint of the original 1st ed. 2017
Hersteller: Springer New York
Springer US, New York, N.Y.
Methods in Molecular Biology
Maße: 254 x 178 x 18 mm
Von/Mit: Nives ¿Kunca (u. a.)
Erscheinungsdatum: 23.06.2018
Gewicht: 0,605 kg
Artikel-ID: 114134478
Warnhinweis