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Integrated Metabolic Profiling and Transcriptional Analysis Reveals Therapeutic Modalities for Targeting Rapidly Proliferating Breast Cancers.
- Source :
-
Cancer research [Cancer Res] 2022 Feb 15; Vol. 82 (4), pp. 665-680. - Publication Year :
- 2022
-
Abstract
- Metabolic dysregulation is a prominent feature in breast cancer, but it remains poorly characterized in patient tumors. In this study, untargeted metabolomics analysis of triple-negative breast cancer (TNBC) and patient with estrogen receptor (ER)-positive breast cancer samples, as well as TNBC patient-derived xenografts (PDX), revealed two major metabolic groups independent of breast cancer histologic subtypes: a "Nucleotide/Carbohydrate-Enriched" group and a "Lipid/Fatty Acid-Enriched" group. Cell lines grown in vivo more faithfully recapitulated the metabolic profiles of patient tumors compared with those grown in vitro. Integrated metabolic and gene expression analyses identified genes that strongly correlate with metabolic dysregulation and predict patient prognosis. As a proof of principle, targeting Nucleotide/Carbohydrate-Enriched TNBC cell lines or PDX xenografts with a pyrimidine biosynthesis inhibitor or a glutaminase inhibitor led to therapeutic efficacy. In multiple in vivo models of TNBC, treatment with the pyrimidine biosynthesis inhibitor conferred better therapeutic outcomes than chemotherapeutic agents. This study provides a metabolic stratification of breast tumor samples that can guide the selection of effective therapeutic strategies targeting breast cancer subsets. In addition, we have developed a public, interactive data visualization portal (http://brcametab.org) based on the data generated from this study to facilitate future research.<br />Significance: A multiomics strategy that integrates metabolic and gene expression profiling in patient tumor samples and animal models identifies effective pharmacologic approaches to target rapidly proliferating breast tumor subtypes.<br /> (©2021 American Association for Cancer Research.)
- Subjects :
- Animals
Antineoplastic Agents pharmacology
Antineoplastic Combined Chemotherapy Protocols pharmacology
Biphenyl Compounds pharmacology
Carboplatin administration & dosage
Cell Line, Tumor
Cell Proliferation genetics
Humans
Mice, Inbred BALB C
Mice, Inbred NOD
Mice, Knockout
Mice, SCID
Paclitaxel administration & dosage
Signal Transduction drug effects
Signal Transduction genetics
Triple Negative Breast Neoplasms metabolism
Triple Negative Breast Neoplasms pathology
Xenograft Model Antitumor Assays methods
Mice
Cell Proliferation drug effects
Gene Expression Profiling methods
Metabolomics methods
Molecular Targeted Therapy methods
Triple Negative Breast Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1538-7445
- Volume :
- 82
- Issue :
- 4
- Database :
- MEDLINE
- Journal :
- Cancer research
- Publication Type :
- Academic Journal
- Accession number :
- 34911787
- Full Text :
- https://doi.org/10.1158/0008-5472.CAN-21-2745