A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium

Mouse knockouts facilitate the study ofgene functions. Often, multiple abnormal phenotypes are induced when a gene is inactivated. The International Mouse Phenotyping Consortium (IMPC) has generated thousands of mouse knockouts and catalogued their phenotype data. We have acquired metabolomics data...

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Main Authors: Dinesh K. Barupal, Ying Zhang, Tong Shen, Sili Fan, Bryan S. Roberts, Patrick Fitzgerald, Benjamin Wancewicz, Luis Valdiviez, Gert Wohlgemuth, Gregory Byram, Ying Yng Choy, Bennett Haffner, Megan R. Showalter, Arpana Vaniya, Clayton S. Bloszies, Jacob S. Folz, Tobias Kind, Ann M. Flenniken, Colin McKerlie, Lauryl M. J. Nutter, Kent C. Lloyd, Oliver Fiehn
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/9/5/101
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author Dinesh K. Barupal
Ying Zhang
Tong Shen
Sili Fan
Bryan S. Roberts
Patrick Fitzgerald
Benjamin Wancewicz
Luis Valdiviez
Gert Wohlgemuth
Gregory Byram
Ying Yng Choy
Bennett Haffner
Megan R. Showalter
Arpana Vaniya
Clayton S. Bloszies
Jacob S. Folz
Tobias Kind
Ann M. Flenniken
Colin McKerlie
Lauryl M. J. Nutter
Kent C. Lloyd
Oliver Fiehn
author_facet Dinesh K. Barupal
Ying Zhang
Tong Shen
Sili Fan
Bryan S. Roberts
Patrick Fitzgerald
Benjamin Wancewicz
Luis Valdiviez
Gert Wohlgemuth
Gregory Byram
Ying Yng Choy
Bennett Haffner
Megan R. Showalter
Arpana Vaniya
Clayton S. Bloszies
Jacob S. Folz
Tobias Kind
Ann M. Flenniken
Colin McKerlie
Lauryl M. J. Nutter
Kent C. Lloyd
Oliver Fiehn
author_sort Dinesh K. Barupal
collection DOAJ
description Mouse knockouts facilitate the study ofgene functions. Often, multiple abnormal phenotypes are induced when a gene is inactivated. The International Mouse Phenotyping Consortium (IMPC) has generated thousands of mouse knockouts and catalogued their phenotype data. We have acquired metabolomics data from 220 plasma samples from 30 unique mouse gene knockouts and corresponding wildtype mice from the IMPC. To acquire comprehensive metabolomics data, we have used liquid chromatography (LC) combined with mass spectrometry (MS) for detecting polar and lipophilic compounds in an untargeted approach. We have also used targeted methods to measure bile acids, steroids and oxylipins. In addition, we have used gas chromatography GC-TOFMS for measuring primary metabolites. The metabolomics dataset reports 832 unique structurally identified metabolites from 124 chemical classes as determined by ChemRICH software. The GCMS and LCMS raw data files, intermediate and finalized data matrices, R-Scripts, annotation databases, and extracted ion chromatograms are provided in this data descriptor. The dataset can be used for subsequent studies to link genetic variants with molecular mechanisms and phenotypes.
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spelling doaj.art-82bd7caeac484fafbefa4cf0cc55a23b2022-12-22T00:19:10ZengMDPI AGMetabolites2218-19892019-05-019510110.3390/metabo9050101metabo9050101A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping ConsortiumDinesh K. Barupal0Ying Zhang1Tong Shen2Sili Fan3Bryan S. Roberts4Patrick Fitzgerald5Benjamin Wancewicz6Luis Valdiviez7Gert Wohlgemuth8Gregory Byram9Ying Yng Choy10Bennett Haffner11Megan R. Showalter12Arpana Vaniya13Clayton S. Bloszies14Jacob S. Folz15Tobias Kind16Ann M. Flenniken17Colin McKerlie18Lauryl M. J. Nutter19Kent C. Lloyd20Oliver Fiehn21NIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USAThe Centre for Phenogenomics, Toronto, ON M5T 3H7, CanadaThe Centre for Phenogenomics, Toronto, ON M5T 3H7, CanadaThe Centre for Phenogenomics, Toronto, ON M5T 3H7, CanadaMouse Biology Program, University of California, Davis, Davis, CA 95616, USANIH-West Coast Metabolomics Center, University of California, Davis, 451 Health Sciences Drive, Davis, CA 95616, USAMouse knockouts facilitate the study ofgene functions. Often, multiple abnormal phenotypes are induced when a gene is inactivated. The International Mouse Phenotyping Consortium (IMPC) has generated thousands of mouse knockouts and catalogued their phenotype data. We have acquired metabolomics data from 220 plasma samples from 30 unique mouse gene knockouts and corresponding wildtype mice from the IMPC. To acquire comprehensive metabolomics data, we have used liquid chromatography (LC) combined with mass spectrometry (MS) for detecting polar and lipophilic compounds in an untargeted approach. We have also used targeted methods to measure bile acids, steroids and oxylipins. In addition, we have used gas chromatography GC-TOFMS for measuring primary metabolites. The metabolomics dataset reports 832 unique structurally identified metabolites from 124 chemical classes as determined by ChemRICH software. The GCMS and LCMS raw data files, intermediate and finalized data matrices, R-Scripts, annotation databases, and extracted ion chromatograms are provided in this data descriptor. The dataset can be used for subsequent studies to link genetic variants with molecular mechanisms and phenotypes.https://www.mdpi.com/2218-1989/9/5/101Metabolic phenotypingmetabolomicslipidomicsfunctional genomicsmouse knockoutsIMPCLC-MSGC-MS
spellingShingle Dinesh K. Barupal
Ying Zhang
Tong Shen
Sili Fan
Bryan S. Roberts
Patrick Fitzgerald
Benjamin Wancewicz
Luis Valdiviez
Gert Wohlgemuth
Gregory Byram
Ying Yng Choy
Bennett Haffner
Megan R. Showalter
Arpana Vaniya
Clayton S. Bloszies
Jacob S. Folz
Tobias Kind
Ann M. Flenniken
Colin McKerlie
Lauryl M. J. Nutter
Kent C. Lloyd
Oliver Fiehn
A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
Metabolites
Metabolic phenotyping
metabolomics
lipidomics
functional genomics
mouse knockouts
IMPC
LC-MS
GC-MS
title A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
title_full A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
title_fullStr A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
title_full_unstemmed A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
title_short A Comprehensive Plasma Metabolomics Dataset for a Cohort of Mouse Knockouts within the International Mouse Phenotyping Consortium
title_sort comprehensive plasma metabolomics dataset for a cohort of mouse knockouts within the international mouse phenotyping consortium
topic Metabolic phenotyping
metabolomics
lipidomics
functional genomics
mouse knockouts
IMPC
LC-MS
GC-MS
url https://www.mdpi.com/2218-1989/9/5/101
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