Targeting RPL39 and MLF2 reduces tumor initiation and metastasis in breast cancer by inhibiting nitric oxide synthase signaling

Significance This manuscript describes the identification and characterization of two previously unidentified cancer genes, ribosomal protein L39 and myeloid leukemia factor 2, that play an important role in tumor initiation and metastasis. Knockdown of these genes in triple negative breast cancer (TNBC) models significantly reduces primary-tumor growth, as well as metastasis. Mutations in these genes are associated with worse survival in breast-cancer patients. Both genes are regulated by the nitric oxide signaling pathway. Identification of these two genes represents a significant breakthrough in our understanding of treatment resistance in TNBC. Targeting these genes could alter clinical practice for tumor metastasis in future and improve outcomes of patients with breast cancer. We previously described a gene signature for breast cancer stem cells (BCSCs) derived from patient biopsies. Selective shRNA knockdown identified ribosomal protein L39 (RPL39) and myeloid leukemia factor 2 (MLF2) as the top candidates that affect BCSC self-renewal. Knockdown of RPL39 and MLF2 by specific siRNA nanoparticles in patient-derived and human cancer xenografts reduced tumor volume and lung metastases with a concomitant decrease in BCSCs. RNA deep sequencing identified damaging mutations in both genes. These mutations were confirmed in patient lung metastases (n = 53) and were statistically associated with shorter median time to pulmonary metastasis. Both genes affect the nitric oxide synthase pathway and are altered by hypoxia. These findings support that extensive tumor heterogeneity exists within primary cancers; distinct subpopulations associated with stem-like properties have increased metastatic potential.

[1]  K. Cibulskis,et al.  Integrative genome analyses identify key somatic driver mutations of small-cell lung cancer , 2012, Nature Genetics.

[2]  R. Stephens,et al.  Increased NOS2 predicts poor survival in estrogen receptor-negative breast cancer patients. , 2010, The Journal of clinical investigation.

[3]  Christopher A. Miller,et al.  VarScan 2: somatic mutation and copy number alteration discovery in cancer by exome sequencing. , 2012, Genome research.

[4]  Carlos Caldas,et al.  Molecular heterogeneity of breast carcinomas and the cancer stem cell hypothesis , 2007, Nature Reviews Cancer.

[5]  S. Morrison,et al.  Prospective identification of tumorigenic breast cancer cells , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[6]  C. Graham,et al.  Nitric oxide-mediated regulation of chemosensitivity in cancer cells. , 2001, Journal of the National Cancer Institute.

[7]  Frank J Giordano,et al.  Oxygen, oxidative stress, hypoxia, and heart failure. , 2005, The Journal of clinical investigation.

[8]  Richard J. Jones,et al.  Cancer stem cells: are we missing the target? , 2004, Journal of the National Cancer Institute.

[9]  F. Behm,et al.  cDNA cloning, tissue distribution, and chromosomal localization of myelodysplasia/myeloid leukemia factor 2 (MLF2). , 1996, Genomics.

[10]  P. A. Futreal,et al.  Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. , 2012, The New England journal of medicine.

[11]  Benjamin D. Simons,et al.  Defining the mode of tumour growth by clonal analysis , 2012, Nature.

[12]  S. Fox,et al.  A multisite blinded study for the detection of BRAF mutations in formalin-fixed, paraffin-embedded malignant melanoma , 2013, Scientific Reports.

[13]  J. Kuriyan,et al.  Multiple BCR-ABL kinase domain mutations confer polyclonal resistance to the tyrosine kinase inhibitor imatinib (STI571) in chronic phase and blast crisis chronic myeloid leukemia. , 2002, Cancer cell.

[14]  Richard Durbin,et al.  Sequence analysis Fast and accurate short read alignment with Burrows – Wheeler transform , 2009 .

[15]  William A. Flavahan,et al.  Glioma stem cell maintenance: the role of the microenvironment. , 2011, Current pharmaceutical design.

[16]  Antony V. Cox,et al.  Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel paired-end sequencing , 2008, Nature Genetics.

[17]  Alan Ashworth,et al.  Stem cells and breast cancer: A field in transit , 2003, Nature Reviews Cancer.

[18]  Ji Luo,et al.  A SUMOylation-Dependent Transcriptional Subprogram Is Required for Myc-Driven Tumorigenesis , 2012, Science.

[19]  Hui Wang,et al.  Hypoxia-inducible factors regulate tumorigenic capacity of glioma stem cells. , 2009, Cancer cell.

[20]  Tzong-Shiue Yu,et al.  A restricted cell population propagates glioblastoma growth after chemotherapy , 2012 .

[21]  Jeffrey M. Rosen,et al.  Residual breast cancers after conventional therapy display mesenchymal as well as tumor-initiating features , 2009, Proceedings of the National Academy of Sciences.

[22]  P. Laurent-Puig,et al.  Competitive allele specific TaqMan PCR for KRAS, BRAF and EGFR mutation detection in clinical formalin fixed paraffin embedded samples. , 2012, Experimental and molecular pathology.

[23]  R. Johnson,et al.  Hypoxia-inducible factor-1alpha is a key regulator of metastasis in a transgenic model of cancer initiation and progression. , 2007, Cancer research.

[24]  H. Kiyokawa,et al.  Eukaryotic initiation factor 6 is rate-limiting in translation, growth and transformation , 2008, Nature.

[25]  G. Semenza,et al.  Hypoxia Regulates CD44 and Its Variant Isoforms through HIF-1α in Triple Negative Breast Cancer , 2012, PloS one.

[26]  Jeffrey M. Rosen,et al.  Epithelial-Mesenchymal Transition (EMT) in Tumor-Initiating Cells and Its Clinical Implications in Breast Cancer , 2010, Journal of Mammary Gland Biology and Neoplasia.

[27]  M. Dewhirst,et al.  Tumor hypoxia adversely affects the prognosis of carcinoma of the head and neck. , 1997, International journal of radiation oncology, biology, physics.

[28]  P Vaupel,et al.  Association between tumor hypoxia and malignant progression in advanced cancer of the uterine cervix. , 1996, Cancer research.

[29]  N. Kenmochi,et al.  A complete map of the human ribosomal protein genes: assignment of 80 genes to the cytogenetic map and implications for human disorders. , 2001, Genomics.

[30]  Susan G Hilsenbeck,et al.  Intrinsic resistance of tumorigenic breast cancer cells to chemotherapy. , 2008, Journal of the National Cancer Institute.

[31]  J. Stamler,et al.  Glioma Stem Cell Proliferation and Tumor Growth Are Promoted by Nitric Oxide Synthase-2 , 2011, Cell.

[32]  H. Lyng,et al.  Tumour hypoxia and vascular density as predictors of metastasis in squamous cell carcinoma of the uterine cervix. , 1998, British Journal of Cancer.

[33]  S. McDade,et al.  Androgens and estrogens stimulate ribosome biogenesis in prostate and breast cancer cells in receptor dependent manner. , 2013, Gene.

[34]  Jane E. Visvader,et al.  Cells of origin in cancer , 2011, Nature.

[35]  Pablo Tamayo,et al.  Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[36]  M. Cleary,et al.  HIF induces human embryonic stem cell markers in cancer cells. , 2011, Cancer research.

[37]  Erich A Nigg,et al.  Phosphoproteome analysis of the human mitotic spindle. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[38]  G. Parmigiani,et al.  The Consensus Coding Sequences of Human Breast and Colorectal Cancers , 2006, Science.

[39]  J. Overgaard,et al.  Pretreatment oxygenation predicts radiation response in advanced squamous cell carcinoma of the head and neck. , 1996, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[40]  N. McGranahan,et al.  The causes and consequences of genetic heterogeneity in cancer evolution , 2013, Nature.

[41]  Hans Clevers,et al.  Lineage Tracing Reveals Lgr5+ Stem Cell Activity in Mouse Intestinal Adenomas , 2012, Science.

[42]  Jenny C. Chang,et al.  Patient-derived breast tumor xenografts facilitating personalized cancer therapy , 2013, Breast Cancer Research.

[43]  M. Mann,et al.  Kinase-selective enrichment enables quantitative phosphoproteomics of the kinome across the cell cycle. , 2008, Molecular cell.

[44]  A. Sloan,et al.  Hypoxia-induced mixed-lineage leukemia 1 regulates glioma stem cell tumorigenic potential , 2011, Cell Death and Differentiation.

[45]  R. Mancini,et al.  Detection of EGFR Mutations by TaqMan Mutation Detection Assays Powered by Competitive Allele-Specific TaqMan PCR Technology , 2013, BioMed research international.

[46]  Suresh Mathivanan,et al.  Global proteomic profiling of phosphopeptides using electron transfer dissociation tandem mass spectrometry , 2007, Proceedings of the National Academy of Sciences.

[47]  Anbok Lee,et al.  Chemotherapy Response Assay Test and Prognosis for Breast Cancer Patients Who Have Undergone Anthracycline- and Taxane-Based Chemotherapy , 2011, Journal of breast cancer.

[48]  R. Jensen,et al.  Brain tumor hypoxia: tumorigenesis, angiogenesis, imaging, pseudoprogression, and as a therapeutic target , 2009, Journal of Neuro-Oncology.

[49]  Andrew Menzies,et al.  The patterns and dynamics of genomic instability in metastatic pancreatic cancer , 2010, Nature.

[50]  Taka-Aki Sato,et al.  A human gene encoding a protein homologous to ribosomal protein L39 is normally expressed in the testis and derepressed in multiple cancer cells. , 2002, Biochimica et biophysica acta.

[51]  Michael R Green,et al.  A genome-wide shRNA screen identifies GAS1 as a novel melanoma metastasis suppressor gene. , 2008, Genes & development.

[52]  M. Caligiuri,et al.  A cell initiating human acute myeloid leukaemia after transplantation into SCID mice , 1994, Nature.

[53]  Benjamin E. Gross,et al.  The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. , 2012, Cancer discovery.

[54]  Jun Yao,et al.  Loss of FBP1 by Snail-mediated repression provides metabolic advantages in basal-like breast cancer. , 2013, Cancer cell.

[55]  R. Johnson,et al.  Hypoxia-Inducible Factor-1α Is a Key Regulator of Metastasis in a Transgenic Model of Cancer Initiation and Progression , 2007 .

[56]  J. Rich,et al.  Hypoxia inducible factors in cancer stem cells , 2010, British Journal of Cancer.