Unbiased Lipidomic Profiling of Triple-Negative Breast Cancer Tissues Reveals the Association of Sphingomyelin Levels with Patient Disease-Free Survival

The reprogramming of lipid metabolism is a hallmark of many cancers that has been shown to promote breast cancer progression. While several lipid signatures associated with breast cancer aggressiveness have been identified, a comprehensive lipidomic analysis specifically targeting the triple-negative subtype of breast cancer (TNBC) may be required to identify novel biomarkers and therapeutic targets for this most aggressive subtype of breast cancer that still lacks effective therapies. In this current study, our global LC-MS-based lipidomics platform was able to measure 684 named lipids across 15 lipid classes in 70 TNBC tumors. Multivariate survival analysis found that higher levels of sphingomyelins were significantly associated with better disease-free survival in TNBC patients. Furthermore, analysis of publicly available gene expression datasets identified that decreased production of ceramides and increased accumulation of sphingoid base intermediates by metabolic enzymes were associated with better survival outcomes in TNBC patients. Our LC-MS lipidomics profiling of TNBC tumors has, for the first time, identified sphingomyelins as a potential prognostic marker and implicated enzymes involved in sphingolipid metabolism as candidate therapeutic targets that warrant further investigation.

[1]  T. Wakai,et al.  Ceramide species are elevated in human breast cancer and are associated with less aggressiveness , 2018, Oncotarget.

[2]  G. Michailidis,et al.  Distinct Lipidomic Landscapes Associated with Clinical Stages of Urothelial Cancer of the Bladder. , 2017, European urology focus.

[3]  J. Kornhuber,et al.  Enhanced Acid Sphingomyelinase Activity Drives Immune Evasion and Tumor Growth in Non-Small Cell Lung Carcinoma. , 2017, Cancer research.

[4]  A. Lánczky,et al.  miRpower: a web-tool to validate survival-associated miRNAs utilizing expression data from 2178 breast cancer patients , 2016, Breast Cancer Research and Treatment.

[5]  Y. Chun,et al.  Comparative metabolic and lipidomic profiling of human breast cancer cells with different metastatic potentials , 2016, Oncotarget.

[6]  T. Wakai,et al.  High levels of sphingolipids in human breast cancer. , 2016, The Journal of surgical research.

[7]  S. Beloribi-Djefaflia,et al.  Lipid metabolic reprogramming in cancer cells , 2016, Oncogenesis.

[8]  Cenny Taslim,et al.  Racial differences in genome-wide methylation profiling and gene expression in breast tissues from healthy women , 2015, Epigenetics.

[9]  K. Takabe,et al.  S1P promotes breast cancer progression by angiogenesis and lymphangiogenesis. , 2015, Breast cancer management.

[10]  H. S. Vethakanraj,et al.  Targeting ceramide metabolic pathway induces apoptosis in human breast cancer cell lines. , 2015, Biochemical and biophysical research communications.

[11]  A. Singh,et al.  Resistin and interleukin-6 exhibit racially-disparate expression in breast cancer patients, display molecular association and promote growth and aggressiveness of tumor cells through STAT3 activation , 2015, Oncotarget.

[12]  Matthew E. Ritchie,et al.  limma powers differential expression analyses for RNA-sequencing and microarray studies , 2015, Nucleic acids research.

[13]  Y. Sekino,et al.  Sphingosine-1-phosphate promotes expansion of cancer stem cells via S1PR3 by a ligand-independent Notch activation , 2014, Nature Communications.

[14]  Kazuaki Takabe,et al.  The role of sphingosine-1-phosphate in breast cancer tumor-induced lymphangiogenesis. , 2012, Lymphatic research and biology.

[15]  Feng Zhang,et al.  Dysregulated lipid metabolism in cancer. , 2012, World journal of biological chemistry.

[16]  Claudio R. Santos,et al.  Lipid metabolism in cancer , 2012, The FEBS journal.

[17]  Peter Filzmoser,et al.  Exploring incomplete data using visualization techniques , 2012, Adv. Data Anal. Classif..

[18]  Jing Cao,et al.  GCS overexpression is associated with multidrug resistance of human HCT-8 colon cancer cells , 2012, Journal of experimental & clinical cancer research : CR.

[19]  S. Park,et al.  Protein and lipid MALDI profiles classify breast cancers according to the intrinsic subtype , 2011, BMC Cancer.

[20]  Jorge S Reis-Filho,et al.  Triple-negative breast cancer. , 2010, The New England journal of medicine.

[21]  S. Ponnusamy,et al.  Sphingolipids and cancer: ceramide and sphingosine-1-phosphate in the regulation of cell death and drug resistance. , 2010, Future oncology.

[22]  Pedro M. Valero-Mora,et al.  ggplot2: Elegant Graphics for Data Analysis , 2010 .

[23]  S. Pyne,et al.  Sphingosine 1-phosphate and cancer , 2010, Nature Reviews Cancer.

[24]  K. Struhl,et al.  A transcriptional signature and common gene networks link cancer with lipid metabolism and diverse human diseases. , 2010, Cancer cell.

[25]  Y. Hannun,et al.  Antiapoptotic roles of ceramide‐synthase‐6‐generated C16‐ceramide via selective regulation of the ATF6/ CHOP arm of ER‐stress‐response pathways , 2010, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[26]  H. Ackermann,et al.  Ceramide synthases and ceramide levels are increased in breast cancer tissue. , 2009, Carcinogenesis.

[27]  T. Lash,et al.  Triple-negative breast cancers are increased in black women regardless of age or body mass index , 2009, Breast Cancer Research.

[28]  F. Cianchi,et al.  Cannabinoid Receptor Activation Induces Apoptosis through Tumor Necrosis Factor α–Mediated Ceramide De novo Synthesis in Colon Cancer Cells , 2008, Clinical Cancer Research.

[29]  K. Hess,et al.  Response to neoadjuvant therapy and long-term survival in patients with triple-negative breast cancer. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[30]  T. Karn,et al.  Microarray analysis of altered sphingolipid metabolism reveals prognostic significance of sphingosine kinase 1 in breast cancer , 2008, Breast Cancer Research and Treatment.

[31]  S. Narod,et al.  Triple-Negative Breast Cancer: Clinical Features and Patterns of Recurrence , 2007, Clinical Cancer Research.

[32]  R. Cress,et al.  Descriptive analysis of estrogen receptor (ER)‐negative, progesterone receptor (PR)‐negative, and HER2‐negative invasive breast cancer, the so‐called triple‐negative phenotype , 2007, Cancer.

[33]  C. Perou,et al.  The Triple Negative Paradox: Primary Tumor Chemosensitivity of Breast Cancer Subtypes , 2007, Clinical Cancer Research.

[34]  L. Obeid,et al.  Alterations of Ceramide/Sphingosine 1-Phosphate Rheostat Involved in the Regulation of Resistance to Imatinib-induced Apoptosis in K562 Human Chronic Myeloid Leukemia Cells* , 2007, Journal of Biological Chemistry.

[35]  S. Milstien,et al.  Sphingosine kinases, sphingosine 1-phosphate, apoptosis and diseases. , 2006, Biochimica et biophysica acta.

[36]  Chia‐cheng Chang,et al.  Evaluation of Sphinganine and Sphingosine as Human Breast Cancer Chemotherapeutic and Chemopreventive Agents , 2006, Experimental biology and medicine.

[37]  A. Gomez-Muñoz,et al.  Curcumin mediates ceramide generation via the de novo pathway in colon cancer cells. , 2005, Carcinogenesis.

[38]  S. Milstien,et al.  Sphingosine kinase 1 is required for migration, proliferation and survival of MCF‐7 human breast cancer cells , 2005, FEBS letters.

[39]  Yusuf A. Hannun,et al.  Biologically active sphingolipids in cancer pathogenesis and treatment , 2004, Nature Reviews Cancer.

[40]  Yan Tang,et al.  Novel Ceramide Analogs as Potential Chemotherapeutic Agents in Breast Cancer , 2004, Journal of Pharmacology and Experimental Therapeutics.

[41]  F. Scarlatti,et al.  The FASEB Journal express article 10.1096/fj.03-0292fje. Published online October 16, 2003. Resveratrol induces growth inhibition and apoptosis in metastatic breast cancer cells via de novo ceramide signaling , 2022 .

[42]  M. Kester,et al.  Liposomal Delivery Enhances Short-Chain Ceramide-Induced Apoptosis of Breast Cancer Cells , 2003, Journal of Pharmacology and Experimental Therapeutics.

[43]  H. Becher,et al.  Widening disparity in survival between white and African‐American patients with breast carcinoma treated in the U. S. Department of Defense Healthcare system , 2003, Cancer.

[44]  Y. Hannun,et al.  De Novo Ceramide Regulates the Alternative Splicing of Caspase 9 and Bcl-x in A549 Lung Adenocarcinoma Cells , 2002, The Journal of Biological Chemistry.

[45]  A E Giuliano,et al.  Expression of Glucosylceramide Synthase, Converting Ceramide to Glucosylceramide, Confers Adriamycin Resistance in Human Breast Cancer Cells* , 1999, The Journal of Biological Chemistry.

[46]  S. Spiegel,et al.  Suppression of ceramide-mediated programmed cell death by sphingosine-1-phosphate , 1996, Nature.