Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids

Abstract Background Cancer cells that enter the metastatic cascade require traits that allow them to survive within the circulation and colonize distant organ sites. As disseminating cancer cells adapt to their changing microenvironments, they also modify their metabolism and metabolite production....

Full description

Bibliographic Details
Main Authors: Caroline H. Johnson, Antonio F. Santidrian, Sarah E. LeBoeuf, Michael E. Kurczy, Nicholas J. W. Rattray, Zahra Rattray, Benedikt Warth, Melissa Ritland, Linh T. Hoang, Celine Loriot, Jason Higa, James E. Hansen, Brunhilde H. Felding, Gary Siuzdak
Format: Article
Language:English
Published: BMC 2017-10-01
Series:Cancer & Metabolism
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40170-017-0171-2
id doaj-cab711c584004e638d2d152f639bd16c
record_format Article
spelling doaj-cab711c584004e638d2d152f639bd16c2020-11-24T21:17:41ZengBMCCancer & Metabolism2049-30022017-10-01511910.1186/s40170-017-0171-2Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipidsCaroline H. Johnson0Antonio F. Santidrian1Sarah E. LeBoeuf2Michael E. Kurczy3Nicholas J. W. Rattray4Zahra Rattray5Benedikt Warth6Melissa Ritland7Linh T. Hoang8Celine Loriot9Jason Higa10James E. Hansen11Brunhilde H. Felding12Gary Siuzdak13Scripps Center for Metabolomics, The Scripps Research InstituteDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteScripps Center for Metabolomics, The Scripps Research InstituteDepartment of Environmental Health Sciences, Yale School of Public HealthYale School of MedicineDepartment of Therapeutic Radiology, Yale School of Medicine, Yale UniversityScripps Center for Metabolomics, The Scripps Research InstituteDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteScripps Center for Metabolomics, The Scripps Research InstituteDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteYale Cancer Center, Yale School of MedicineDepartment of Molecular and Experimental Medicine, The Scripps Research InstituteScripps Center for Metabolomics, The Scripps Research InstituteAbstract Background Cancer cells that enter the metastatic cascade require traits that allow them to survive within the circulation and colonize distant organ sites. As disseminating cancer cells adapt to their changing microenvironments, they also modify their metabolism and metabolite production. Methods A mouse xenograft model of spontaneous tumor metastasis was used to determine the metabolic rewiring that occurs between primary cancers and their metastases. An “autonomous” mass spectrometry-based untargeted metabolomic workflow with integrative metabolic pathway analysis revealed a number of differentially regulated metabolites in primary mammary fat pad (MFP) tumors compared to microdissected paired lung metastases. The study was further extended to analyze metabolites in paired normal tissues which determined the potential influence of metabolites from the microenvironment. Results Metabolomic analysis revealed that multiple metabolites were increased in metastases, including cholesterol sulfate and phospholipids (phosphatidylglycerols and phosphatidylethanolamine). Metabolite analysis of normal lung tissue in the mouse model also revealed increased levels of these metabolites compared to tissues from normal MFP and primary MFP tumors, indicating potential extracellular uptake by cancer cells in lung metastases. These results indicate a potential functional importance of cholesterol sulfate and phospholipids in propagating metastasis. In addition, metabolites involved in DNA/RNA synthesis and the TCA cycle were decreased in lung metastases compared to primary MFP tumors. Conclusions Using an integrated metabolomic workflow, this study identified a link between cholesterol sulfate and phospholipids, metabolic characteristics of the metastatic niche, and the capacity of tumor cells to colonize distant sites.http://link.springer.com/article/10.1186/s40170-017-0171-2CancerCholesterol sulfatePhospholipidsAutonomous metabolomicsMummichogMetastasis
collection DOAJ
language English
format Article
sources DOAJ
author Caroline H. Johnson
Antonio F. Santidrian
Sarah E. LeBoeuf
Michael E. Kurczy
Nicholas J. W. Rattray
Zahra Rattray
Benedikt Warth
Melissa Ritland
Linh T. Hoang
Celine Loriot
Jason Higa
James E. Hansen
Brunhilde H. Felding
Gary Siuzdak
spellingShingle Caroline H. Johnson
Antonio F. Santidrian
Sarah E. LeBoeuf
Michael E. Kurczy
Nicholas J. W. Rattray
Zahra Rattray
Benedikt Warth
Melissa Ritland
Linh T. Hoang
Celine Loriot
Jason Higa
James E. Hansen
Brunhilde H. Felding
Gary Siuzdak
Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
Cancer & Metabolism
Cancer
Cholesterol sulfate
Phospholipids
Autonomous metabolomics
Mummichog
Metastasis
author_facet Caroline H. Johnson
Antonio F. Santidrian
Sarah E. LeBoeuf
Michael E. Kurczy
Nicholas J. W. Rattray
Zahra Rattray
Benedikt Warth
Melissa Ritland
Linh T. Hoang
Celine Loriot
Jason Higa
James E. Hansen
Brunhilde H. Felding
Gary Siuzdak
author_sort Caroline H. Johnson
title Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
title_short Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
title_full Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
title_fullStr Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
title_full_unstemmed Metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
title_sort metabolomics guided pathway analysis reveals link between cancer metastasis, cholesterol sulfate, and phospholipids
publisher BMC
series Cancer & Metabolism
issn 2049-3002
publishDate 2017-10-01
description Abstract Background Cancer cells that enter the metastatic cascade require traits that allow them to survive within the circulation and colonize distant organ sites. As disseminating cancer cells adapt to their changing microenvironments, they also modify their metabolism and metabolite production. Methods A mouse xenograft model of spontaneous tumor metastasis was used to determine the metabolic rewiring that occurs between primary cancers and their metastases. An “autonomous” mass spectrometry-based untargeted metabolomic workflow with integrative metabolic pathway analysis revealed a number of differentially regulated metabolites in primary mammary fat pad (MFP) tumors compared to microdissected paired lung metastases. The study was further extended to analyze metabolites in paired normal tissues which determined the potential influence of metabolites from the microenvironment. Results Metabolomic analysis revealed that multiple metabolites were increased in metastases, including cholesterol sulfate and phospholipids (phosphatidylglycerols and phosphatidylethanolamine). Metabolite analysis of normal lung tissue in the mouse model also revealed increased levels of these metabolites compared to tissues from normal MFP and primary MFP tumors, indicating potential extracellular uptake by cancer cells in lung metastases. These results indicate a potential functional importance of cholesterol sulfate and phospholipids in propagating metastasis. In addition, metabolites involved in DNA/RNA synthesis and the TCA cycle were decreased in lung metastases compared to primary MFP tumors. Conclusions Using an integrated metabolomic workflow, this study identified a link between cholesterol sulfate and phospholipids, metabolic characteristics of the metastatic niche, and the capacity of tumor cells to colonize distant sites.
topic Cancer
Cholesterol sulfate
Phospholipids
Autonomous metabolomics
Mummichog
Metastasis
url http://link.springer.com/article/10.1186/s40170-017-0171-2
work_keys_str_mv AT carolinehjohnson metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT antoniofsantidrian metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT saraheleboeuf metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT michaelekurczy metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT nicholasjwrattray metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT zahrarattray metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT benediktwarth metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT melissaritland metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT linhthoang metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT celineloriot metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT jasonhiga metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT jamesehansen metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT brunhildehfelding metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
AT garysiuzdak metabolomicsguidedpathwayanalysisrevealslinkbetweencancermetastasischolesterolsulfateandphospholipids
_version_ 1726012753677647872