Computational Methods and Data Analysis for Metabolomics (Record no. 5581)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04193nam a22004815i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-1-0716-0239-3 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260610083631.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200117s2020 xxu| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781071602393 |
| -- | 978-1-0716-0239-3 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-1-0716-0239-3 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QH324.2-324.25 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PS |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UY |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | SCI008000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PSAX |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570.285 |
| Edition information | 23 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570.113 |
| Edition information | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Computational Methods and Data Analysis for Metabolomics |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | edited by Shuzhao Li. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2020. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | New York, NY : |
| Name of producer, publisher, distributor, manufacturer | Springer US : |
| -- | Imprint: Humana, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020. |
| 300 ## - online resource | |
| Extent | XI, 491 p. 175 illus., 119 illus. in color. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Methods in Molecular Biology, |
| International Standard Serial Number | 1940-6029 ; |
| Volume/sequential designation | 2104 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Overview of Experimental Methods and Study Design in Metabolomics, and Statistical and Pathway Considerations -- Metabolomics Data Processing using XCMS -- Metabolomics Data Preprocessing using ADAP and MZmine 2 -- Metabolomics Data Processing using OpenMS -- Analysis of NMR Metabolomics Data -- Key Concepts Surrounding Studies of Stable Isotope Resolved Metabolomics -- Extracting Biological Insight from Untargeted Lipidomics Data -- Overview of Tandem Mass Spectral and Metabolite Databases for Metabolite Identification in Metabolomics -- METLIN: A Metabolite Mass Spectral Database -- Metabolomic Data Exploration and Analysis with the Human Metabolome Database -- De Novo Molecular Formula Annotation and Structure Elucidation using SIRIUS 4 -- Annotation of Specialized Metabolites from High-throughput and High-resolution Mass Spectrometry Metabolomics -- Feature Based Molecular Networking for Metabolite Annotation. A Bioinformatics Primer to Data Science, with Examples for Metabolomics -- The Essential Toolbox of Data Science: Python, R, Git and Docker -- Predictive Modeling for Metabolomics Data -- Using MetaboAnalyst 4.0 for Metabolomics Data Analysis, Interpretation, and Integration with Other Omics Data -- Using Genome Scale Metabolic Networks for Analysis, Visualization, and Integration of Targeted Metabolomics Data -- Pathway Analysis for Targeted and Untargeted Metabolomics -- Application of Metabolomics to Renal and Cardiometabolic Diseases -- Using the IDEOM Workflow for LCMS-Based Metabolomics Studies of Drug Mechanisms -- Analyzing Metabolomics Data for Environmental Health and Exposome Research -- Network-based Approaches for Multi-omics Integration. . |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This book provides a comprehensive guide to scientists, engineers, and students that employ metabolomics in their work, with an emphasis on the understanding and interpretation of the data. Chapters guide readers through common tools for data processing, using database resources, major techniques in data analysis, and integration with other data types and specific scientific domains. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, practical guidance of methods and techniques, useful web supplements, and connect the steps from experimental metabolomics to scientific discoveries. Authoritative and cutting-edge, Computational Methods and Data Analysis for Metabolomics to ensure successful results in the further study of this vital field. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Bioinformatics. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computational and Systems Biology. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Shuzhao. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9781071602386 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9781071602409 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9781071602416 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Methods in Molecular Biology, |
| International Standard Serial Number | 1940-6029 ; |
| Volume/sequential designation | 2104 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-1-0716-0239-3">https://doi.org/10.1007/978-1-0716-0239-3</a> |
| 912 ## - | |
| -- | ZDB-2-PRO |
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