ABSTRACT
BACKGROUND INFORMATION: Prostate cancer (PCa) is a common disease but only a small subset of patients are at risk of developing metastasis and lethal disease, and identifying which patients will progress is challenging because of the heterogeneity underlying tumour progression. Understanding this heterogeneity at the molecular level and the resulting clinical impact is a critical step necessary for risk stratification. Defining genomic fingerprint elucidates molecular variation and may improve PCa risk stratification, providing more accurate prognostic information of tumour aggressiveness (or lethality) for prognostic biomarker development. Therefore, we explored transcriptomic differences between patients with indolent disease outcome and patients who developed metastasis post-radical prostatectomy using genome-wide expression data in the post radical prostatectomy clinical space before metastatic spread. RESULTS: Based on differential expression analysis, patients with adverse pathological findings who are at higher risk of developing metastasis have a distinct transcriptomic fingerprint that can be detected on surgically removed prostate specimens several years before metastasis detection. Nearly half of the transcriptomic fingerprint features were non-coding RNA highlighting their pivotal role in PCa progression. Protein-coding RNA features in the fingerprint are involved in multiple pathways including cell cycle, chromosome structure maintenance and cytoskeleton organisation. The metastatic transcriptomic fingerprint was determined in independent cohorts verifying the association between the fingerprint and metastatic patients. Further, the fingerprint was confirmed in metastasis lesions demonstrating that the fingerprint represents early metastatic transcriptomic changes, suggesting its utility as a prognostic tool to predict metastasis and provide clinical value in the early radical prostatectomy setting. CONCLUSIONS: Here, we show that transcriptomic patterns of metastatic PCa exist that can be detected early after radical prostatectomy. This metastatic fingerprint has potential prognostic ability that can impact PCa treatment management potentially circumventing the requirements for unnecessary therapies.
Subject(s)
Biomarkers, Tumor , Gene Expression Profiling , Genetic Variation , Prostatic Neoplasms , Transcriptome , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/genetics , Genome-Wide Association Study , Humans , Male , Middle Aged , Neoplasm Metastasis , Predictive Value of Tests , Prognosis , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathologyABSTRACT
Cancer-associated fibroblasts (CAFs) regulate diverse intratumoral biological programs and can promote or inhibit tumorigenesis, but those CAF populations that negatively impact the clinical outcome of lung cancer patients have not been fully elucidated. Because Thy-1 (CD90) marks CAFs that promote tumor cell invasion in a murine model of KrasG12D-driven lung adenocarcinoma (KrasLA1), here we postulated that human lung adenocarcinomas containing Thy-1+ CAFs have a worse prognosis. We first examined the location of Thy-1+ CAFs within human lung adenocarcinomas. Cells that co-express Thy-1 and α-smooth muscle actin (αSMA), a CAF marker, were located on the tumor periphery surrounding collectively invading tumor cells and in perivascular regions. To interrogate a human lung cancer database for the presence of Thy-1+ CAFs, we isolated Thy-1+ CAFs and normal lung fibroblasts (LFs) from the lungs of KrasLA1 mice and wild-type littermates, respectively, and performed global proteomic analysis on the murine CAFs and LFs, which identified 425 proteins that were differentially expressed. Used as a probe to identify Thy-1+ CAF-enriched tumors in a compendium of 1,586 lung adenocarcinomas, the presence of the 425-gene signature predicted a significantly shorter survival. Thus, Thy-1 marks a CAF population that adversely impacts clinical outcome in human lung cancer.
Subject(s)
Adenocarcinoma of Lung/pathology , Cancer-Associated Fibroblasts/pathology , Lung Neoplasms/pathology , Thy-1 Antigens/metabolism , Adaptor Proteins, Signal Transducing/genetics , Adaptor Proteins, Signal Transducing/metabolism , Adenocarcinoma of Lung/genetics , Adenocarcinoma of Lung/mortality , Animals , Biomarkers, Tumor/metabolism , Cancer-Associated Fibroblasts/metabolism , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Mice, Mutant Strains , Phosphoproteins/genetics , Phosphoproteins/metabolism , Prognosis , Proto-Oncogene Proteins p21(ras)/genetics , Transcription Factors , YAP-Signaling ProteinsABSTRACT
UNLABELLED: Intratumoral collagen cross-links heighten stromal stiffness and stimulate tumor cell invasion, but it is unclear how collagen cross-linking is regulated in epithelial tumors. To address this question, we used Kras(LA1) mice, which develop lung adenocarcinomas from somatic activation of a Kras(G12D) allele. The lung tumors in Kras(LA1) mice were highly fibrotic and contained cancer-associated fibroblasts (CAF) that produced collagen and generated stiffness in collagen gels. In xenograft tumors generated by injection of wild-type mice with lung adenocarcinoma cells alone or in combination with CAFs, the total concentration of collagen cross-links was the same in tumors generated with or without CAFs, but coinjected tumors had higher hydroxylysine aldehyde-derived collagen cross-links (HLCC) and lower lysine-aldehyde-derived collagen cross-links (LCCs). Therefore, we postulated that an LCC-to-HLCC switch induced by CAFs promotes the migratory and invasive properties of lung adenocarcinoma cells. To test this hypothesis, we created coculture models in which CAFs are positioned interstitially or peripherally in tumor cell aggregates, mimicking distinct spatial orientations of CAFs in human lung cancer. In both contexts, CAFs enhanced the invasive properties of tumor cells in three-dimensional (3D) collagen gels. Tumor cell aggregates that attached to CAF networks on a Matrigel surface dissociated and migrated on the networks. Lysyl hydroxylase 2 (PLOD2/LH2), which drives HLCC formation, was expressed in CAFs, and LH2 depletion abrogated the ability of CAFs to promote tumor cell invasion and migration. IMPLICATIONS: CAFs induce a collagen cross-link switch in tumor stroma to influence the invasive properties of tumor cells.
Subject(s)
Adenocarcinoma/pathology , Collagen/metabolism , Fibroblasts/pathology , Lung Neoplasms/pathology , Procollagen-Lysine, 2-Oxoglutarate 5-Dioxygenase/metabolism , Tumor Cells, Cultured/pathology , Adenocarcinoma/genetics , Adenocarcinoma of Lung , Animals , Cell Movement , Cells, Cultured , Coculture Techniques , Fibroblasts/metabolism , Lung Neoplasms/genetics , Mice , Neoplasms, Experimental , Proto-Oncogene Proteins p21(ras)/geneticsABSTRACT
Epithelial-to-mesenchymal transition (EMT) is a key process associated with tumor progression and metastasis. To define molecular features associated with EMT states, we undertook an integrative approach combining mRNA, miRNA, DNA methylation, and proteomic profiles of 38 cell populations representative of the genomic heterogeneity in lung adenocarcinoma. The resulting data were integrated with functional profiles consisting of cell invasiveness, adhesion, and motility. A subset of cell lines that were readily defined as epithelial or mesenchymal based on their morphology and E-cadherin and vimentin expression elicited distinctive molecular signatures. Other cell populations displayed intermediate/hybrid states of EMT, with mixed epithelial and mesenchymal characteristics. A dominant proteomic feature of aggressive hybrid cell lines was upregulation of cytoskeletal and actin-binding proteins, a signature shared with mesenchymal cell lines. Cytoskeletal reorganization preceded loss of E-cadherin in epithelial cells in which EMT was induced by TGFß. A set of transcripts corresponding to the mesenchymal protein signature enriched in cytoskeletal proteins was found to be predictive of survival in independent datasets of lung adenocarcinomas. Our findings point to an association between cytoskeletal and actin-binding proteins, a mesenchymal or hybrid EMT phenotype and invasive properties of lung adenocarcinomas.
Subject(s)
Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Cell Survival/physiology , Epithelial Cells/metabolism , Epithelial-Mesenchymal Transition/physiology , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Adenocarcinoma/genetics , Adenocarcinoma of Lung , Cadherins/metabolism , Cell Adhesion/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Survival/genetics , Cytoskeleton/metabolism , DNA Methylation , Epithelial Cells/pathology , Epithelial-Mesenchymal Transition/genetics , Humans , Lung Neoplasms/genetics , MicroRNAs/genetics , Microfilament Proteins/metabolism , Proteomics/methods , Transforming Growth Factor beta/metabolism , Up-Regulation , Vimentin/metabolismABSTRACT
Although gain of oncogene functions and loss of tumor suppressor functions are driving forces in tumor development, the tumor microenvironment, comprising the extracellular matrix, surrounding stroma, signaling molecules and infiltrating immune and other cell populations, is now also recognized as crucial to tumor development and metastasis. Many interactions at the tumor cell-environment interface occur at the protein level. Proteomic approaches are contributing to the definition of the protein constituents of the microenvironment and their sources, modifications, interactions and turnover, as well as providing information on how these features relate to tumor development and progression. Recently, proteomic studies have revealed how cancer cells modulate the microenvironment through their secreted proteins and how they can alter their protein constituents to adapt to the microenvironment. Moreover, the release of proteins from the microenvironment into the circulatory system has relevance for the development of blood-based cancer diagnostics. Here, we review how proteomic approaches are being applied to studies of the tumor microenvironment to decipher tumor-stroma interactions and to elucidate the role of host cells in the tumor microenvironment.
ABSTRACT
The extracellular matrix of epithelial tumors undergoes structural remodeling during periods of uncontrolled growth, creating regional heterogeneity and torsional stress. How matrix integrity is maintained in the face of dynamic biophysical forces is largely undefined. Here we investigated the role of fibulin-2, a matrix glycoprotein that functions biomechanically as an inter-molecular clasp and thereby facilitates supra-molecular assembly. Fibulin-2 was abundant in the extracellular matrix of human lung adenocarcinomas and was highly expressed in tumor cell lines derived from mice that develop metastatic lung adenocarcinoma from co-expression of mutant K-ras and p53. Loss-of-function experiments in tumor cells revealed that fibulin-2 was required for tumor cells to grow and metastasize in syngeneic mice, a surprising finding given that other intra-tumoral cell types are known to secrete fibulin-2. However, tumor cells grew and metastasized equally well in Fbln2-null and -wild-type littermates, implying that malignant progression was dependent specifically upon tumor cell-derived fibulin-2, which could not be offset by other cellular sources of fibulin-2. Fibulin-2 deficiency impaired the ability of tumor cells to migrate and invade in Boyden chambers, to create a stiff extracellular matrix in mice, to cross-link secreted collagen, and to adhere to collagen. We conclude that fibulin-2 is a driver of malignant progression in lung adenocarcinoma and plays an unexpected role in collagen cross-linking and tumor cell adherence to collagen.
Subject(s)
Adenocarcinoma/metabolism , Calcium-Binding Proteins/metabolism , Extracellular Matrix Proteins/metabolism , Lung Neoplasms/metabolism , Adenocarcinoma/genetics , Adenocarcinoma of Lung , Animals , Blotting, Western , Calcium-Binding Proteins/genetics , Cell Adhesion/genetics , Cell Adhesion/physiology , Cell Line, Tumor , Cell Movement/genetics , Cell Movement/physiology , Extracellular Matrix Proteins/genetics , Humans , Immunohistochemistry , Lung Neoplasms/genetics , Mice , Microscopy, Electron, Transmission , Reverse Transcriptase Polymerase Chain ReactionABSTRACT
We have explored the potential of proteomic profiling to contribute to the delineation of the range of expression and subcellular localization of aldehyde dehydrogenases (ALDHs) in lung adenocarcinoma. In-depth quantitative proteomics was applied to 40 lung adenocarcinoma cell lines resulting in the identification of the known members of the ALDH family. Substantial heterogeneity in the level and occurrence of ALDHs in total lysates and on the cell surface and in their release into the culture media was observed based on mass spectrometry counts. A distinct pattern of expression of ALDHs was observed in cells exhibiting epithelial features relative to cells exhibiting mesenchymal features. Strikingly elevated levels of ALDH1A1 were observed in two cell lines. We also report on the occurrence of an immune response to ALDH1A1 in lung cancer.
ABSTRACT
The microRNA-200 (miR-200) family restricts epithelial-mesenchymal transition (EMT) and metastasis in tumor cell lines derived from mice that develop metastatic lung adenocarcinoma. To determine the mechanisms responsible for EMT and metastasis regulated by this microRNA, we conducted a global liquid chromatography/tandem mass spectrometry analysis to compare metastatic and nonmetastatic murine lung adenocarcinoma cells which had undergone EMT because of loss of miR-200. An analysis of syngeneic tumors generated by these cells identified multiple novel proteins linked to metastasis. In particular, the analysis of conditioned media, cell surface proteins, and whole-cell lysates from metastatic and nonmetastatic cells revealed large-scale modifications in the tumor microenvironment. Specific increases were documented in extracellular matrix (ECM) proteins, peptidases, and changes in distribution of cell adhesion proteins in the metastatic cell lines. Integrating proteomic data from three subproteomes, we defined constituents of a multilayer protein network that both regulated and mediated the effects of TGFß. Lastly, we identified ECM proteins and peptidases that were directly regulated by miR-200. Taken together, our results reveal how expression of miR-200 alters the tumor microenvironment to inhibit the processes of EMT and metastasis.
Subject(s)
Epithelial-Mesenchymal Transition/genetics , MicroRNAs/genetics , Neoplasms/genetics , Neoplasms/metabolism , Adenocarcinoma/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Animals , Blotting, Western , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Chromatography, Liquid , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Genes, Tumor Suppressor , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice , Neoplasm Metastasis , Neoplasms/pathology , Oligonucleotide Array Sequence Analysis , Proteomics/methods , Signal Transduction , Tandem Mass Spectrometry , Transforming Growth Factor beta/genetics , Transforming Growth Factor beta/metabolism , Tumor Microenvironment/geneticsABSTRACT
Bub1 is a serine/threonine kinase originally described as a core component of the spindle assembly checkpoint (SAC) mechanism in yeast. Bub1 binding at kinetochores has been reported to be required for SAC function and localization of other SAC components. A proper SAC is believed to be essential for murine embryonic development, as all previously described null mutations in SAC components in mice cause embryonic lethality. We produced mice harboring a Bub1 mutant allele lacking exons 2 and 3, resulting in a hypomorphic mutant expressed at <5% of wild-type levels. Despite this significant reduction, homozygous mutant animals are viable on a mixed 129P2/B6 or FVB background but display increased tumorigenesis with aging, whereas mice with a C57Bl/6J background die perinatally. Bub1 mutant murine embryonic fibroblasts (MEFs) display defects in chromosome congression to the metaphase plate, severe chromosome missegregation, and aneuploidy accompanied by high levels of premature senescence. Mutant MEFs have a robust SAC in response to nocodazole treatment but an impaired response to Taxol. Mutant MEFs also show reduced kinetochore localization of BubR1, but not of Mad2. The significant reduction in SAC response to Taxol, but not nocodazole, coupled with the reduced binding of BubR1, but not Mad2, indicates that Bub1 is particularly critical for the SAC response to a lack of tension on kinetochores. Thus, Bub1 is essential for proper chromosome segregation, a defect that can lead to severe phenotypes, including perinatal lethality and a predisposition to cancer.
Subject(s)
Cell Transformation, Neoplastic/genetics , Protein Serine-Threonine Kinases/genetics , Alleles , Aneuploidy , Animals , Cell Cycle Proteins , Cell Transformation, Neoplastic/metabolism , Chromosome Segregation , Female , Fibroblasts/cytology , Fibroblasts/drug effects , Fibroblasts/enzymology , Fibroblasts/physiology , Kinetochores/drug effects , Kinetochores/enzymology , Male , Mice , Mice, Inbred C57BL , Mutation , Nocodazole/pharmacology , Paclitaxel/pharmacology , Protein Serine-Threonine Kinases/biosynthesis , Protein Serine-Threonine Kinases/metabolism , RNA, Messenger/genetics , Spindle Apparatus/drug effects , Spindle Apparatus/enzymology , Spindle Apparatus/geneticsABSTRACT
Aurora-A is a conserved kinase implicated in mitotic regulation and carcinogenesis. Aurora-A was previously implicated in mitotic entry and spindle assembly, although contradictory results prevented a clear understanding of the roles of Aurora-A in mammals. We developed a conditional null mutation in the mouse Aurora-A gene to investigate Aurora-A functions in primary cells ex vivo and in vivo. We show here that conditional Aurora-A ablation in cultured embryonic fibroblasts causes impaired mitotic entry and mitotic arrest with a profound defect in bipolar spindle formation. Germ line Aurora-A deficiency causes embryonic death at the blastocyst stage with pronounced cell proliferation failure, mitotic arrest, and monopolar spindle formation. Aurora-A deletion in mid-gestation embryos causes an increase in mitotic and apoptotic cells. These results indicate that murine Aurora-A facilitates, but is not absolutely required for, mitotic entry in murine embryonic fibroblasts and is essential for centrosome separation and bipolar spindle formation in vitro and in vivo. Aurora-A deletion increases apoptosis, suggesting that molecular therapies targeting Aurora-A may be effective in inducing tumor cell apoptosis. Aurora-A conditional mutant mice provide a valuable system for further defining Aurora-A functions and for predicting effects of Aurora-A therapeutic intervention.
Subject(s)
Embryonic Development , Protein Serine-Threonine Kinases/metabolism , Spindle Apparatus/enzymology , Alleles , Animals , Apoptosis , Aurora Kinase A , Aurora Kinases , Blastocyst/cytology , Blastocyst/enzymology , Cell Proliferation , Embryo Loss , Embryo, Mammalian/cytology , Embryo, Mammalian/enzymology , Female , Fibroblasts/cytology , Fibroblasts/enzymology , Gene Deletion , Gene Targeting , Mice , Mitosis , Mutation/genetics , Ploidies , Pregnancy , Protein Serine-Threonine Kinases/deficiencyABSTRACT
We silenced p53 gene expression in ARPE-19, a human retinal pigmented epithelial cell line using RNA interference. The effect of silencing the p53 gene in proliferating ARPE-19 cells was studied. Four short hairpin RNAs (shRNAs) targeting different regions of human p53 mRNA were delivered individually into ARPE-19 cells using lentiviral vector to produce stable cell lines. p53 mRNA and protein levels were reduced to varying extents in the four shRNA-transduced ARPE-19 cell lines. The cell line that showed greatest reduction (85-90%) of p53 expression showed decreased p21 promoter activation after DNA damage with camptothecin, etoposide and MMS. Whereas treatment of wild type ARPE-19 cells with camptothecin resulted in apoptosis, silencing p53 expression increased their survival. Cell cycle analyses indicated that irradiation resulted in a G(1) arrest in ARPE-19 cells, and that the arrest was significantly reduced in p53-silenced cells. Thus, p53 plays a central role in the response of ARPE-19 cells to DNA damaging agents that act via different mechanisms. Additionally, ARPE-19 cells with reduced p53 expression behave similar to tumor cell lines with mutated or non-functional p53. The present data demonstrate the utility of lentiviral vectors to create stable isogenic cell lines with reduced expression of a specific gene, thereby permitting the study of the function of a gene, the pathways controlled by it, and the effect of therapeutics on a cell with altered genetic makeup in a pair-wise fashion.