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Vega AA, Marshall EA, Noonan AJC, Filho FSL, Yang J, Stewart GL, Johnson FD, Vucic EA, Pewarchuk ME, Shah PP, Clem BF, Nislow C, Lam S, Lockwood WW, Hallam SJ, Leung JM, Beverly LJ, Lam WL. Methionine-producing tumor micro(be) environment fuels growth of solid tumors. Cell Oncol (Dordr) 2023; 46:1659-1673. [PMID: 37318751 DOI: 10.1007/s13402-023-00832-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Recent studies have uncovered the near-ubiquitous presence of microbes in solid tumors of diverse origins. Previous literature has shown the impact of specific bacterial species on the progression of cancer. We propose that local microbial dysbiosis enables certain cancer phenotypes through provisioning of essential metabolites directly to tumor cells. METHODS 16S rDNA sequencing of 75 patient lung samples revealed the lung tumor microbiome specifically enriched for bacteria capable of producing methionine. Wild-type (WT) and methionine auxotrophic (metA mutant) E. coli cells were used to condition cell culture media and the proliferation of lung adenocarcinoma (LUAD) cells were measured using SYTO60 staining. Further, colony forming assay, Annexin V Staining, BrdU, AlamarBlue, western blot, qPCR, LINE microarray and subcutaneous injection with methionine modulated feed were used to analyze cellular proliferation, cell-cycle, cell death, methylation potential, and xenograft formation under methionine restriction. Moreover, C14-labeled glucose was used to illustrate the interplay between tumor cells and bacteria. RESULTS/DISCUSSION Our results show bacteria found locally within the tumor microenvironment are enriched for methionine synthetic pathways, while having reduced S-adenosylmethionine metabolizing pathways. As methionine is one of nine essential amino acids that mammals are unable to synthesize de novo, we investigated a potentially novel function for the microbiome, supplying essential nutrients, such as methionine, to cancer cells. We demonstrate that LUAD cells can utilize methionine generated by bacteria to rescue phenotypes that would otherwise be inhibited due to nutrient restriction. In addition to this, with WT and metA mutant E. coli, we saw a selective advantage for bacteria with an intact methionine synthetic pathway to survive under the conditions induced by LUAD cells. These results would suggest that there is a potential bi-directional cross-talk between the local microbiome and adjacent tumor cells. In this study, we focused on methionine as one of the critical molecules, but we also hypothesize that additional bacterial metabolites may also be utilized by LUAD. Indeed, our radiolabeling data suggest that other biomolecules are shared between cancer cells and bacteria. Thus, modulating the local microbiome may have an indirect effect on tumor development, progression, and metastasis.
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Affiliation(s)
- Alexis A Vega
- Department of Biochemistry and Molecular Genetics, University of Louisville, Louisville, KY, USA
- Brown Cancer Center, University of Louisville School of Medicine, 505 S. Hancock St. Rm 204, Louisville, KY, 40202, USA
| | - Erin A Marshall
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Avery J C Noonan
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC, Canada
- ECOSCOPE Training Program, University of British Columbia, Vancouver, BC, Canada
| | | | - Julia Yang
- Centre for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada
| | - Greg L Stewart
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Fraser D Johnson
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | | | - Michelle E Pewarchuk
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
| | - Parag P Shah
- Brown Cancer Center, University of Louisville School of Medicine, 505 S. Hancock St. Rm 204, Louisville, KY, 40202, USA
| | - Brian F Clem
- Department of Biochemistry and Molecular Genetics, University of Louisville, Louisville, KY, USA
- Brown Cancer Center, University of Louisville School of Medicine, 505 S. Hancock St. Rm 204, Louisville, KY, 40202, USA
| | - Corey Nislow
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Stephen Lam
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
| | - William W Lockwood
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Steven J Hallam
- Genome Science and Technology Program, University of British Columbia, Vancouver, BC, Canada
- ECOSCOPE Training Program, University of British Columbia, Vancouver, BC, Canada
- Department of Microbiology & Immunology, University of British Columbia, Vancouver, BC, Canada
- Bioinformatics Program, University of British Columbia, Vancouver, BC, Canada
- Biofactorial High-Throughput Biology Facility, University of British Columbia, Vancouver, BC, Canada
| | - Janice M Leung
- Centre for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada
| | - Levi J Beverly
- Brown Cancer Center, University of Louisville School of Medicine, 505 S. Hancock St. Rm 204, Louisville, KY, 40202, USA.
| | - Wan L Lam
- Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
- Interdisciplinary Oncology Program, University of British Columbia, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
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2
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Cohn DE, Forder A, Marshall EA, Vucic EA, Stewart GL, Noureddine K, Lockwood WW, MacAulay CE, Guillaud M, Lam WL. Delineating spatial cell-cell interactions in the solid tumour microenvironment through the lens of highly multiplexed imaging. Front Immunol 2023; 14:1275890. [PMID: 37936700 PMCID: PMC10627006 DOI: 10.3389/fimmu.2023.1275890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/11/2023] [Indexed: 11/09/2023] Open
Abstract
The growth and metastasis of solid tumours is known to be facilitated by the tumour microenvironment (TME), which is composed of a highly diverse collection of cell types that interact and communicate with one another extensively. Many of these interactions involve the immune cell population within the TME, referred to as the tumour immune microenvironment (TIME). These non-cell autonomous interactions exert substantial influence over cell behaviour and contribute to the reprogramming of immune and stromal cells into numerous pro-tumourigenic phenotypes. The study of some of these interactions, such as the PD-1/PD-L1 axis that induces CD8+ T cell exhaustion, has led to the development of breakthrough therapeutic advances. Yet many common analyses of the TME either do not retain the spatial data necessary to assess cell-cell interactions, or interrogate few (<10) markers, limiting the capacity for cell phenotyping. Recently developed digital pathology technologies, together with sophisticated bioimage analysis programs, now enable the high-resolution, highly-multiplexed analysis of diverse immune and stromal cell markers within the TME of clinical specimens. In this article, we review the tumour-promoting non-cell autonomous interactions in the TME and their impact on tumour behaviour. We additionally survey commonly used image analysis programs and highly-multiplexed spatial imaging technologies, and we discuss their relative advantages and limitations. The spatial organization of the TME varies enormously between patients, and so leveraging these technologies in future studies to further characterize how non-cell autonomous interactions impact tumour behaviour may inform the personalization of cancer treatment..
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Affiliation(s)
- David E. Cohn
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Aisling Forder
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Erin A. Marshall
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Emily A. Vucic
- Department of Biochemistry and Molecular Pharmacology, New York University (NYU) Langone Medical Center, New York, NY, United States
| | - Greg L. Stewart
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Kouther Noureddine
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - William W. Lockwood
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Calum E. MacAulay
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Martial Guillaud
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L. Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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3
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Cohn DE, Barros-Filho MC, Minatel BC, Pewarchuk ME, Marshall EA, Vucic EA, Sage AP, Telkar N, Stewart GL, Jurisica I, Reis PP, Robinson WP, Lam WL. Reactivation of Multiple Fetal miRNAs in Lung Adenocarcinoma. Cancers (Basel) 2021; 13:2686. [PMID: 34072436 PMCID: PMC8199175 DOI: 10.3390/cancers13112686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/25/2021] [Accepted: 05/26/2021] [Indexed: 11/16/2022] Open
Abstract
MicroRNAs (miRNAs) play vital roles in the regulation of normal developmental pathways. However, cancer cells can co-opt these miRNAs, and the pathways that they regulate, to drive pro-tumourigenic phenotypes. Characterization of the miRNA transcriptomes of fetal organs is essential for identifying these oncofetal miRNAs, but it has been limited by fetal sample availability. As oncofetal miRNAs are absent from healthy adult lungs, they represent ideal targets for developing diagnostic and therapeutic strategies. We conducted small RNA sequencing of a rare collection of 25 human fetal lung (FL) samples and compared them to two independent cohorts (n = 140, n = 427), each comprised of adult non-neoplastic lung (ANL) and lung adenocarcinoma (LUAD) samples. We identified 13 oncofetal miRNAs that were expressed in FL and LUAD but not in ANL. These oncofetal miRNAs are potential biomarkers for LUAD detection (AUC = 0.963). Five of these miRNAs are derived from the imprinted C14MC miRNA cluster at the 14q32 locus, which has been associated with cancer development and abnormal fetal and placental development. Additionally, we observed the pulmonary expression of 44 previously unannotated miRNAs. The sequencing of these fetal lung samples also provides a baseline resource against which aberrant samples can be compared.
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Affiliation(s)
- David E. Cohn
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Mateus C. Barros-Filho
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
- International Research Center, A.C. Camargo Cancer Center, São Paulo, SP 01525-001, Brazil
| | - Brenda C. Minatel
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Michelle E. Pewarchuk
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Erin A. Marshall
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Emily A. Vucic
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
- NYU Langone Medical Center, New York, NY 10016, USA
| | - Adam P. Sage
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Nikita Telkar
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
- British Columbia Children’s Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada;
- Department of Medical Genetics, University of British Columbia, Vancouver, BC V6H 3N1, Canada
| | - Greg L. Stewart
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute, University Health Network, Toronto, ON M5T 0S8, Canada;
- Data Science Discovery Centre for Chronic Diseases, Krembil Research Institute, University Health Network, Toronto, ON M5T 0S8, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
- Department of Computer Science, University of Toronto, Toronto, ON M5S 2E4, Canada
| | - Patricia P. Reis
- Faculty of Medicine, São Paulo State University (UNESP), Botucatu, SP 18618-687, Brazil;
| | - Wendy P. Robinson
- British Columbia Children’s Hospital Research Institute, Vancouver, BC V5Z 4H4, Canada;
- Department of Medical Genetics, University of British Columbia, Vancouver, BC V6H 3N1, Canada
| | - Wan L. Lam
- British Columbia Cancer Research Centre, Vancouver, BC V5Z 1L3, Canada; (M.C.B.-F.); (B.C.M.); (M.E.P.); (E.A.M.); (E.A.V.); (A.P.S.); (N.T.); (G.L.S.); (W.L.L.)
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4
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Das S, Shapiro B, Vucic EA, Vogt S, Bar-Sagi D. Tumor Cell-Derived IL1β Promotes Desmoplasia and Immune Suppression in Pancreatic Cancer. Cancer Res 2020; 80:1088-1101. [PMID: 31915130 PMCID: PMC7302116 DOI: 10.1158/0008-5472.can-19-2080] [Citation(s) in RCA: 174] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Revised: 11/22/2019] [Accepted: 12/31/2019] [Indexed: 12/20/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is an aggressive malignancy typified by a highly stromal and weakly immunogenic tumor microenvironment that promotes tumor evolution and contributes to therapeutic resistance. Here, we demonstrate that PDA tumor cell-derived proinflammatory cytokine IL1β is essential for the establishment of the protumorigenic PDA microenvironment. Tumor cell-derived IL1β promoted the activation and secretory phenotype of quiescent pancreatic stellate cells and established an immunosuppressive milieu mediated by M2 macrophages, myeloid-derived suppressor cells, CD1dhiCD5+ regulatory B cells, and Th17 cells. Loss of tumor cell-derived IL1 signaling in tumor stroma enabled intratumoral infiltration and activation of CD8+ cytotoxic T cells, attenuated growth of pancreatic neoplasia, and conferred survival advantage to PDA-bearing mice. Accordingly, antibody-mediated neutralization of IL1β significantly enhanced the antitumor activity of α-PD-1 and was accompanied by increased tumor infiltration of CD8+ T cells. Tumor cell expression of IL1β in vivo was driven by microbial-dependent activation of toll-like receptor 4 (TLR4) signaling and subsequent engagement of the NLRP3 inflammasome. Collectively, these findings identify a hitherto unappreciated role for tumor cell-derived IL1β in orchestrating an immune-modulatory program that supports pancreatic tumorigenesis. SIGNIFICANCE: These findings identify a new modality for immune evasion in PDA that depends on IL1β production by tumor cells through TLR4-NLRP3 inflammasome activation. Targeting this axis might provide an effective PDA therapeutic strategy.
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MESH Headings
- Animals
- Antineoplastic Agents, Immunological/pharmacology
- Antineoplastic Agents, Immunological/therapeutic use
- CD8-Positive T-Lymphocytes/drug effects
- CD8-Positive T-Lymphocytes/immunology
- Carcinogenesis/immunology
- Carcinoma, Pancreatic Ductal/drug therapy
- Carcinoma, Pancreatic Ductal/immunology
- Carcinoma, Pancreatic Ductal/pathology
- Cell Line, Tumor/transplantation
- Disease Models, Animal
- Drug Synergism
- Epithelial Cells
- Female
- Humans
- Inflammasomes/immunology
- Inflammasomes/metabolism
- Interleukin-1beta/antagonists & inhibitors
- Interleukin-1beta/immunology
- Interleukin-1beta/metabolism
- Lymphocytes, Tumor-Infiltrating/drug effects
- Lymphocytes, Tumor-Infiltrating/immunology
- Mice
- Mice, Transgenic
- NLR Family, Pyrin Domain-Containing 3 Protein/metabolism
- Pancreatic Ducts/cytology
- Pancreatic Neoplasms/drug therapy
- Pancreatic Neoplasms/immunology
- Pancreatic Neoplasms/pathology
- Primary Cell Culture
- Programmed Cell Death 1 Receptor/antagonists & inhibitors
- Programmed Cell Death 1 Receptor/immunology
- Signal Transduction/immunology
- Toll-Like Receptor 4/metabolism
- Tumor Escape/drug effects
- Tumor Escape/immunology
- Tumor Microenvironment/drug effects
- Tumor Microenvironment/immunology
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Affiliation(s)
- Shipra Das
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, New York
| | - Beny Shapiro
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, New York
| | - Emily A Vucic
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, New York
| | - Sandra Vogt
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, New York
| | - Dafna Bar-Sagi
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, New York.
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5
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Ramirez C, Hauser AD, Vucic EA, Bar-Sagi D. Plasma membrane V-ATPase controls oncogenic RAS-induced macropinocytosis. Nature 2019; 576:477-481. [PMID: 31827278 PMCID: PMC7048194 DOI: 10.1038/s41586-019-1831-x] [Citation(s) in RCA: 90] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 10/21/2019] [Indexed: 01/17/2023]
Abstract
Oncogenic activation of Ras is associated with the acquisition of a unique set of metabolic dependencies that contribute to tumor cell fitness. Mutant Ras cells are endowed with the capability to internalize and degrade extracellular protein via a fluid–phase uptake mechanism termed macropinocytosis1. There is a growing appreciation for the role of this Ras-dependent process in the generation of free amino acids that can be used to support tumor cell growth under nutrient limiting conditions2. However, little is known about the molecular steps that mediate the induction of macropinocytosis by oncogenic Ras. Here we identify vacuolar ATPase (v-ATPase) as an essential regulator of Ras-induced macropinocytosis. Oncogenic Ras promotes the translocation of v-ATPase from intracellular membranes to the plasma membrane (PM) via a pathway that requires protein kinase A (PKA) activation by a bicarbonate-dependent soluble adenylate cyclase (sAC). PM accumulation of v-ATPase is necessary for the cholesterol-dependent association of Rac1 with the PM, a prerequisite for the stimulation of membrane ruffling and macropinocytosis. These observations identify a link between v-ATPase trafficking and nutrient supply by macropinocytosis that could be exploited to curtail the metabolic adaptation capacity of mutant Ras tumor cells.
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Affiliation(s)
- Craig Ramirez
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Andrew D Hauser
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Emily A Vucic
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Dafna Bar-Sagi
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, USA.
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6
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Huebbers CU, Verhees F, Poluschkin L, Olthof NC, Kolligs J, Siefer OG, Henfling M, Ramaekers FCS, Preuss SF, Beutner D, Seehawer J, Drebber U, Korkmaz Y, Lam WL, Vucic EA, Kremer B, Klussmann JP, Speel EJM. Upregulation of AKR1C1 and AKR1C3 expression in OPSCC with integrated HPV16 and HPV-negative tumors is an indicator of poor prognosis. Int J Cancer 2019; 144:2465-2477. [PMID: 30367463 DOI: 10.1002/ijc.31954] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 09/14/2018] [Accepted: 10/09/2018] [Indexed: 12/25/2022]
Abstract
Different studies have shown that HPV16-positive OPSCC can be subdivided based on integration status (integrated, episomal and mixed forms). Because we showed that integration neither affects the levels of viral genes, nor those of virally disrupted human genes, a genome-wide screen was performed to identify human genes which expression is influenced by viral integration and have clinical relevance. Thirty-three fresh-frozen HPV-16 positive OPSCC samples with known integration status were analyzed by mRNA expression profiling. Among the genes of interest, Aldo-keto-reductases 1C1 and 1C3 (AKR1C1, AKR1C3) were upregulated in tumors with viral integration. Additionally, 141 OPSCC, including 48 HPV-positive cases, were used to validate protein expression by immunohistochemistry. Results were correlated with clinical and histopathological data. Non-hierarchical clustering resulted in two main groups differing in mRNA expression patterns, which interestingly corresponded with viral integration status. In OPSCC with integrated viral DNA, often metabolic pathways were deregulated with frequent upregulation of AKR1C1 and AKR1C3 transcripts. Survival analysis of 141 additionally immunostained OPSCC showed unfavorable survival rates for tumors with upregulation of AKR1C1 or AKR1C3 (both p <0.0001), both in HPV-positive (p ≤0.001) and -negative (p ≤0.017) tumors. OPSCC with integrated HPV16 show upregulation of AKR1C1 and AKR1C3 expression, which strongly correlates with poor survival rates. Also in HPV-negative tumors, upregulation of these proteins correlates with unfavorable outcome. Deregulated AKR1C expression has also been observed in other tumors, making these genes promising candidates to indicate prognosis. In addition, the availability of inhibitors of these gene products may be utilized for drug treatment.
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Affiliation(s)
- Christian U Huebbers
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
| | - Femke Verhees
- Department of Otorhinolaryngology and Head and Neck Surgery, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Leonard Poluschkin
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
| | - Nadine C Olthof
- Department of Otorhinolaryngology and Head and Neck Surgery, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands.,Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jutta Kolligs
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
| | - Oliver G Siefer
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
| | - Mieke Henfling
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Frans C S Ramaekers
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Simon F Preuss
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Cologne, Cologne, Germany
| | - Dirk Beutner
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Göttingen, Germany
| | - Julia Seehawer
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Cologne, Cologne, Germany
| | - Uta Drebber
- Institute for Pathology, University Hospital of Cologne, Cologne, Germany
| | - Yüksel Korkmaz
- Institute for Experimental Dental Research and Oral Musculoskeletal Biology, University Hospital of Cologne, Cologne, Germany.,Department I of Anatomy, University Hospital of Cologne, Cologne, Germany.,Center for Biochemistry, University Hospital of Cologne, Cologne, Germany
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Bernd Kremer
- Department of Otorhinolaryngology and Head and Neck Surgery, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jens P Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Cologne, Cologne, Germany
| | - Ernst-Jan M Speel
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
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7
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Marshall EA, Vucic EA, Martinez VD, Ng RT, Lam WL. Abstract A07: Alterations in G2/M phase associated transcriptional networks highlight lung cancer predisposition in COPD patients. Clin Cancer Res 2018. [DOI: 10.1158/1557-3265.aacriaslc18-a07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Patients with chronic obstructive pulmonary disease (COPD) are at increased risk of developing lung cancer. COPD, clinically defined by reduced lung function measurements, is characterized by chronic airway inflammation, remodeling and loss as well as destruction of alveoli (emphysema). While this disease is an important lung cancer risk factor independent of smoking, the molecular progression from COPD to lung cancer tumourigenesis is relatively understudied.
Method: We first analyzed small-airway epithelial gene expression profiles obtained from bronchial brushings from 127 COPD and 140 non-COPD ever-smoker patients. We performed weighted gene correlation network analysis (WGCNA) on these gene expression profiles to discover deregulated gene modules (“metagenes”) associated with reduced lung function (Forced Expiratory Volume at 1 second, FEV-1)—a clinical measure of COPD severity most robustly negatively correlated with lung cancer risk. We then assessed the preservation of these modules in two non-small cell lung cancer (NSCLC) tumor/normal data sets (lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC), n= 887 tumors total) to examine the molecular overlap between COPD and lung cancer. Airway and tumor patient cohorts were matched for age, gender, tumor stage, and smoking status.
Result: We discovered 10 distinct small-airway gene expression modules, two of which were significantly negatively correlated (p < 0.05) with patient FEV-1. One of these FEV-1 modules was the top overall module preserved in both NSCLC subtypes. This lung cancer-FEV-1 module contained 31 genes solely enriched for two related mitotic functions—G2/M phase transition (BH-p = 0.02) and mitotic roles of polo-like kinase (BH-p = 0.001, n=31). Of these, 28 genes were significantly overexpressed in both LUAD and LUSC, and mapped to a highly clustered sub-network of 23 proteins with 465 known and in silico-predicted protein-protein interactions. When tumors enriched for this lung cancer-FEV-1 gene signature were further examined, we observed a significant co-occurrence of DNA-level alterations in DNA damage-associated checkpoints, specifically mutated TP53.
Conclusion: Coordinated gene expression changes associated with COPD severity measures in small airways and preserved in NSCLC tumors are enriched for G2/M phase transition genes. These genes are further disrupted in tumors, where co-occurring mutations to gatekeeper genes are present. Progression of mitosis during abnormal aneuploidy in lung tissues of COPD patients may confer increased risk of oncogenic transformation in this population, and may underlie the molecular progression from COPD to lung cancer.
Citation Format: Erin A. Marshall, Emily A. Vucic, Victor D. Martinez, Raymond T. Ng, Wan L. Lam. Alterations in G2/M phase associated transcriptional networks highlight lung cancer predisposition in COPD patients [abstract]. In: Proceedings of the Fifth AACR-IASLC International Joint Conference: Lung Cancer Translational Science from the Bench to the Clinic; Jan 8-11, 2018; San Diego, CA. Philadelphia (PA): AACR; Clin Cancer Res 2018;24(17_Suppl):Abstract nr A07.
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Affiliation(s)
| | | | | | - Raymond T. Ng
- 2University of British Columbia, Vancouver, BC, Canada
| | - Wan L. Lam
- 1BC Cancer Research Centre, Vancouver, BC, Canada,
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8
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Handler J, Cullis J, Avanzi A, Vucic EA, Bar-Sagi D. Pre-neoplastic pancreas cells enter a partially mesenchymal state following transient TGF-β exposure. Oncogene 2018; 37:4334-4342. [PMID: 29713060 PMCID: PMC6076343 DOI: 10.1038/s41388-018-0264-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Revised: 02/23/2018] [Accepted: 03/23/2018] [Indexed: 12/28/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease and a major health problem in the United States. While the cytokine TGF-β has been implicated in PDAC development, it can exert both pro-tumorigenic and anti-tumorigenic effects that are highly context dependent and incompletely understood. Using three-dimensional (3D) cultures of KrasG12D-expressing mouse pancreatic epithelial cells we demonstrated that while exposure to exogenous TGF-β induced growth arrest of the KrasG12D cells, its subsequent removal allowed the cells to enter a hyper-proliferative, partially mesenchymal (PM), and progenitor-like state. This state was highly stable and was maintained by autocrine TGF-β signaling. While untreated KrasG12D cells formed cystic lesions in vivo, PM cells formed ductal structures resembling human PanINs, suggesting that they had attained increased oncogenic potential. Supporting this hypothesis, we determined that the PM cells share salient molecular and phenotypic features with the quasi-mesenchymal/squamous subtype of human PDAC, which has the worst prognosis of any of the recently identified subtypes. Transient pulses of TGF-β have been observed during pancreatitis, a major risk factor for PDAC. Our data suggest that transient TGF-β exposure is sufficient to induce the acquisition of stable PDAC-associated phenotypes in pre-neoplastic KrasG12D cells, providing novel molecular insight into the complex role of TGF-β in tumorigenesis.
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Affiliation(s)
- Jesse Handler
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, 10016, USA
| | - Jane Cullis
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, 10016, USA
| | - Antonina Avanzi
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, 10016, USA
| | - Emily A Vucic
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, 10016, USA
| | - Dafna Bar-Sagi
- Department of Biochemistry and Molecular Pharmacology, New York University School of Medicine, New York, NY, 10016, USA.
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9
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Xu S, Tsai A, Sze MA, Vucic EA, Shaipanich T, Harris M, Guillemi S, Yang J, Sinha S, Nislow C, Montaner J, Lam W, Lam S, Sin DD, Paul Man SF, Leung JM. Decreased microbiome diversity in the HIV small airway epithelium. Respir Res 2018; 19:140. [PMID: 30053882 PMCID: PMC6062954 DOI: 10.1186/s12931-018-0835-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 06/25/2018] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Persons living with human immunodeficiency virus (PLWH) face an increased burden of chronic obstructive pulmonary disease (COPD). Repeated pulmonary infections, antibiotic exposures, and immunosuppression may contribute to an altered small airway epithelium (SAE) microbiome. METHODS SAE cells were collected from 28 PLWH and 48 HIV- controls through bronchoscopic cytologic brushings. DNA extracted from SAE cells was subjected to 16S rRNA amplification and sequencing. Comparisons of alpha and beta diversity between HIV+ and HIV- groups were performed and key operational taxonomic units (OTUs) distinguishing the two groups were identified using the Boruta feature selection after Random Forest Analysis. RESULTS PLWH demonstrated significantly reduced Shannon diversity compared with HIV- volunteers (1.82 ± 0.10 vs. 2.20 ± 0.073, p = 0.0024). This was primarily driven by a reduction in bacterial richness (23.29 ± 2.75 for PLWH and 46.04 ± 3.716 for HIV-, p < 0.0001). Phyla distribution was significantly altered among PLWH, with an increase in relative abundance of Proteobacteria (p = 0.0003) and a decrease in Bacteroidetes (p = 0.0068) and Firmicutes (p = 0.0002). Six discriminative OTUs were found to distinguish PLWH from HIV- volunteers, aligning to Veillonellaceae, Fusobacterium, Verrucomicrobiaceae, Prevotella, Veillonella, and Campylobacter. CONCLUSIONS Compared to HIV- controls, PLWH's SAE microbiome is marked by reduced bacterial diversity and richness with significant differences in community composition.
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Affiliation(s)
- Stella Xu
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
| | - Amy Tsai
- Department of Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Marc A Sze
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA
| | - Emily A Vucic
- British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Tawimas Shaipanich
- Division of Respiratory Medicine, St. Paul's Hospital, Vancouver, BC, Canada
| | - Marianne Harris
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, BC, Canada
| | - Silvia Guillemi
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, BC, Canada
| | - Julia Yang
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
| | - Sunita Sinha
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Corey Nislow
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Julio Montaner
- British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, BC, Canada
| | - Wan Lam
- British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Stephen Lam
- British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Don D Sin
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
- Division of Respiratory Medicine, St. Paul's Hospital, Vancouver, BC, Canada
| | - S F Paul Man
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada
- Division of Respiratory Medicine, St. Paul's Hospital, Vancouver, BC, Canada
| | - Janice M Leung
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, BC, Canada.
- Division of Respiratory Medicine, St. Paul's Hospital, Vancouver, BC, Canada.
- Centre for Heart Lung Innovation, St. Paul's Hospital, Room 166-1081 Burrard Street, Vancouver, V6Z 1Y6, Canada.
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10
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Xu S, Vucic EA, Shaipanich T, Lam S, Lam W, Montaner JS, Sin DD, Paul Man SF, Leung JM. Decreased telomere length in the small airway epithelium suggests accelerated aging in the lungs of persons living with human immunodeficiency virus (HIV). Respir Res 2018; 19:117. [PMID: 29895291 PMCID: PMC5998581 DOI: 10.1186/s12931-018-0821-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Accepted: 05/31/2018] [Indexed: 12/29/2022] Open
Abstract
Human immunodeficiency virus (HIV) infection is associated with an increased risk of chronic obstructive pulmonary disease (COPD) independent of cigarette smoke exposure. Previous studies have demonstrated that decreased peripheral leukocyte telomere length is associated with HIV, suggesting an accelerated aging phenomenon. We demonstrate that this process of telomere shortening also occurs in the lungs, with significant decreases in telomere length observed in small airway epithelial cells collected during bronchoscopy. Molecular evidence of accelerated aging in the small airway epithelium of persons living with HIV may be one clue into the predisposition for chronic lung disease observed in this population.
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Affiliation(s)
- Stella Xu
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada
| | | | - Tawimas Shaipanich
- Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada
| | - Stephen Lam
- British Columbia Cancer Agency, Vancouver, Canada.,Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada
| | - Wan Lam
- British Columbia Cancer Agency, Vancouver, Canada
| | - Julio S Montaner
- BC Centre for Excellence in HIV/AIDS, University of British Columbia, Vancouver, Canada
| | - Don D Sin
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada.,Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada
| | - S F Paul Man
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada.,Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada
| | - Janice M Leung
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada. .,Division of Respiratory Medicine, University of British Columbia, Vancouver, Canada.
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11
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Tokar T, Pastrello C, Ramnarine VR, Zhu CQ, Craddock KJ, Pikor LA, Vucic EA, Vary S, Shepherd FA, Tsao MS, Lam WL, Jurisica I. Differentially expressed microRNAs in lung adenocarcinoma invert effects of copy number aberrations of prognostic genes. Oncotarget 2018; 9:9137-9155. [PMID: 29507679 PMCID: PMC5823624 DOI: 10.18632/oncotarget.24070] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 01/02/2018] [Indexed: 12/30/2022] Open
Abstract
In many cancers, significantly down- or upregulated genes are found within chromosomal regions with DNA copy number alteration opposite to the expression changes. Generally, this paradox has been overlooked as noise, but can potentially be a consequence of interference of epigenetic regulatory mechanisms, including microRNA-mediated control of mRNA levels. To explore potential associations between microRNAs and paradoxes in non-small-cell lung cancer (NSCLC) we curated and analyzed lung adenocarcinoma (LUAD) data, comprising gene expressions, copy number aberrations (CNAs) and microRNA expressions. We integrated data from 1,062 tumor samples and 241 normal lung samples, including newly-generated array comparative genomic hybridization (aCGH) data from 63 LUAD samples. We identified 85 “paradoxical” genes whose differential expression consistently contrasted with aberrations of their copy numbers. Paradoxical status of 70 out of 85 genes was validated on sample-wise basis using The Cancer Genome Atlas (TCGA) LUAD data. Of these, 41 genes are prognostic and form a clinically relevant signature, which we validated on three independent datasets. By meta-analysis of results from 9 LUAD microRNA expression studies we identified 24 consistently-deregulated microRNAs. Using TCGA-LUAD data we showed that deregulation of 19 of these microRNAs explains differential expression of the paradoxical genes. Our results show that deregulation of paradoxical genes is crucial in LUAD and their expression pattern is maintained epigenetically, defying gene copy number status.
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Affiliation(s)
- Tomas Tokar
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Chiara Pastrello
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Varune R Ramnarine
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,The Vancouver Prostate Centre, Vancouver General Hospital, Vancouver, Canada
| | - Chang-Qi Zhu
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Kenneth J Craddock
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Larrisa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Simon Vary
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Mathematical Institute, University of Oxford, Oxford, United Kingdom.,Faculty of Mathematics, Physics and Informatics, Comenius University, Bratislava, Slovakia
| | - Frances A Shepherd
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Ming-Sound Tsao
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Igor Jurisica
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada.,Department of Medical Biophysics, University of Toronto, Toronto, Canada.,Department of Computer Science, University of Toronto, Toronto, Canada.,Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
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12
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Sze MA, Xu S, Leung JM, Vucic EA, Shaipanich T, Moghadam A, Harris M, Guillemi S, Sinha S, Nislow C, Murphy D, Hague C, Leipsic J, Lam S, Lam W, Montaner JS, Sin DD, Man SFP. The bronchial epithelial cell bacterial microbiome and host response in patients infected with human immunodeficiency virus. BMC Pulm Med 2016; 16:142. [PMID: 27829448 PMCID: PMC5103452 DOI: 10.1186/s12890-016-0303-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 10/27/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Chronic Obstructive Pulmonary Disease (COPD) is an important comorbidity in patients living with human immunodeficiency virus (HIV). Previous bacterial microbiome studies have shown increased abundance of specific bacterium, like Tropheryma whipplei, and no overall community differences. However, the host response to the lung microbiome is unknown in patients infected with HIV. METHODS Two bronchial brush samples were obtained from 21 HIV-infected patients. One brush was used for bacterial microbiome analysis using the Illumina MiSeqTM platform, while the other was used to evaluate gene expression patterns of the host using the Affymetrix Human Gene ST 2.0 array. Weighted gene co-expression network analysis was used to determine the relationship between the bacterial microbiome and host gene expression response. RESULTS The Shannon Diversity was inversely related to only one gene expression module (p = 0.02); whereas evenness correlated with five different modules (p ≤ 0.05). After FDR correction only the Firmicutes phylum was significantly correlated with any modules (FDR < 0.05). These modules were enriched for cilia, transcription regulation, and immune response. Specific operational taxonomic units (OTUs), such as OTU4 (Pasteurellaceae), were able to distinguish HIV patients with and without COPD and severe emphysema. CONCLUSION These data support the hypothesis that the bacterial microbiome in HIV lungs is associated with specific host immune responses. Whether or not these responses are also seen in non-HIV infected individuals needs to be addressed in future studies.
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Affiliation(s)
- Marc A Sze
- Centre for Heart Lung Innovation, St. Paul's Hospital & Department of Medicine, University of British Columbia, Rm 166 - 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada.
| | - Stella Xu
- Centre for Heart Lung Innovation, St. Paul's Hospital & Department of Medicine, University of British Columbia, Rm 166 - 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Janice M Leung
- Centre for Heart Lung Innovation, St. Paul's Hospital & Department of Medicine, University of British Columbia, Rm 166 - 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
| | - Tawimas Shaipanich
- Division of Respiratory Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Aida Moghadam
- AIDS Research Program, St. Paul's Hospital, Vancouver, BC, Canada
| | - Marianne Harris
- AIDS Research Program, St. Paul's Hospital, Vancouver, BC, Canada.,Department of Family Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Division of HIV/AIDS, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Silvia Guillemi
- AIDS Research Program, St. Paul's Hospital, Vancouver, BC, Canada.,Department of Family Medicine, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada.,Division of HIV/AIDS, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Sunita Sinha
- Faculty of Pharmaceutical Sciences, Pharmaceutical Sciences Building, University of British Columbia, Vancouver, BC, Canada
| | - Corey Nislow
- Faculty of Pharmaceutical Sciences, Pharmaceutical Sciences Building, University of British Columbia, Vancouver, BC, Canada
| | - Darra Murphy
- Department of Radiology and Diagnostic Imaging, St. Paul's Hospital, Vancouver, BC, Canada
| | - Cameron Hague
- Department of Radiology and Diagnostic Imaging, St. Paul's Hospital, Vancouver, BC, Canada
| | - Jonathon Leipsic
- Department of Radiology and Diagnostic Imaging, St. Paul's Hospital, Vancouver, BC, Canada
| | - Stephen Lam
- Department of Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
| | - Wan Lam
- Department of Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada
| | - Julio S Montaner
- Division of HIV/AIDS, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.,British Columbia Centre for Excellence in HIV/AIDS, St. Paul's Hospital, Vancouver, BC, Canada
| | - Don D Sin
- Centre for Heart Lung Innovation, St. Paul's Hospital & Department of Medicine, University of British Columbia, Rm 166 - 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada.,Division of Respiratory Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - S F Paul Man
- Centre for Heart Lung Innovation, St. Paul's Hospital & Department of Medicine, University of British Columbia, Rm 166 - 1081 Burrard St., Vancouver, BC, V6Z 1Y6, Canada.,Division of Respiratory Medicine, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada
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13
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Marshall EA, Ng KW, Kung SHY, Conway EM, Martinez VD, Halvorsen EC, Rowbotham DA, Vucic EA, Plumb AW, Becker-Santos DD, Enfield KSS, Kennett JY, Bennewith KL, Lockwood WW, Lam S, English JC, Abraham N, Lam WL. Emerging roles of T helper 17 and regulatory T cells in lung cancer progression and metastasis. Mol Cancer 2016; 15:67. [PMID: 27784305 PMCID: PMC5082389 DOI: 10.1186/s12943-016-0551-1] [Citation(s) in RCA: 109] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 10/18/2016] [Indexed: 12/14/2022] Open
Abstract
Lung cancer is a leading cause of cancer-related deaths worldwide. Lung cancer risk factors, including smoking and exposure to environmental carcinogens, have been linked to chronic inflammation. An integral feature of inflammation is the activation, expansion and infiltration of diverse immune cell types, including CD4+ T cells. Within this T cell subset are immunosuppressive regulatory T (Treg) cells and pro-inflammatory T helper 17 (Th17) cells that act in a fine balance to regulate appropriate adaptive immune responses.In the context of lung cancer, evidence suggests that Tregs promote metastasis and metastatic tumor foci development. Additionally, Th17 cells have been shown to be an integral component of the inflammatory milieu in the tumor microenvironment, and potentially involved in promoting distinct lung tumor phenotypes. Studies have shown that the composition of Tregs and Th17 cells are altered in the tumor microenvironment, and that these two CD4+ T cell subsets play active roles in promoting lung cancer progression and metastasis.We review current knowledge on the influence of Treg and Th17 cells on lung cancer tumorigenesis, progression, metastasis and prognosis. Furthermore, we discuss the potential biological and clinical implications of the balance among Treg/Th17 cells in the context of the lung tumor microenvironment and highlight the potential prognostic function and relationship to metastasis in lung cancer.
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Affiliation(s)
- Erin A Marshall
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Kevin W Ng
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Sonia H Y Kung
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada. .,British Columbia Cancer Research Centre Centre, Vancouver, Canada.
| | - Emma M Conway
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Elizabeth C Halvorsen
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - David A Rowbotham
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Adam W Plumb
- Departments of Microbiology and Immunology, University of British Columbia, Vancouver, Canada.,Department of Zoology, University of British Columbia, Vancouver, Canada
| | | | - Katey S S Enfield
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Jennifer Y Kennett
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - Kevin L Bennewith
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada.,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada
| | - John C English
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - Ninan Abraham
- Departments of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, Canada. .,Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada. .,British Columbia Cancer Research Centre Centre, Vancouver, Canada.
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14
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Becker-Santos DD, Thu KL, English JC, Pikor LA, Martinez VD, Zhang M, Vucic EA, Luk MT, Carraro A, Korbelik J, Piga D, Lhomme NM, Tsay MJ, Yee J, MacAulay CE, Lam S, Lockwood WW, Robinson WP, Jurisica I, Lam WL. Developmental transcription factor NFIB is a putative target of oncofetal miRNAs and is associated with tumour aggressiveness in lung adenocarcinoma. J Pathol 2016; 240:161-72. [PMID: 27357447 DOI: 10.1002/path.4765] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Revised: 05/16/2016] [Accepted: 06/06/2016] [Indexed: 12/28/2022]
Abstract
Genes involved in fetal lung development are thought to play crucial roles in the malignant transformation of adult lung cells. Consequently, the study of lung tumour biology in the context of lung development has the potential to reveal key developmentally relevant genes that play critical roles in lung cancer initiation/progression. Here, we describe for the first time a comprehensive characterization of miRNA expression in human fetal lung tissue, with subsequent identification of 37 miRNAs in non-small cell lung cancer (NSCLC) that recapitulate their fetal expression patterns. Nuclear factor I/B (NFIB), a transcription factor essential for lung development, was identified as a potential frequent target for these 'oncofetal' miRNAs. Concordantly, analysis of NFIB expression in multiple NSCLC independent cohorts revealed its recurrent underexpression (in ∼40-70% of tumours). Interrogation of NFIB copy number, methylation, and mutation status revealed that DNA level disruption of this gene is rare, and further supports the notion that oncofetal miRNAs are likely the primary mechanism responsible for NFIB underexpression in NSCLC. Reflecting its functional role in regulating lung differentiation, low expression of NFIB was significantly associated with biologically more aggressive subtypes and, ultimately, poorer survival in lung adenocarcinoma patients. Copyright © 2016 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - John C English
- Department of Pathology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - May Zhang
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Margaret Ty Luk
- Department of Pathology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Anita Carraro
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Jagoda Korbelik
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Daniela Piga
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Nicolas M Lhomme
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Mike J Tsay
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - John Yee
- Department of Surgery, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Calum E MacAulay
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - William W Lockwood
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Wendy P Robinson
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Igor Jurisica
- Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, Ontario, Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
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15
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Martinez VD, Vucic EA, Thu KL, Hubaux R, Enfield KSS, Pikor LA, Becker-Santos DD, Brown CJ, Lam S, Lam WL. Unique somatic and malignant expression patterns implicate PIWI-interacting RNAs in cancer-type specific biology. Sci Rep 2015; 5:10423. [PMID: 26013764 PMCID: PMC4444957 DOI: 10.1038/srep10423] [Citation(s) in RCA: 125] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 04/13/2015] [Indexed: 12/14/2022] Open
Abstract
Human PIWI-interacting RNAs (piRNAs) are known to be expressed in germline cells, functionally silencing LINEs and SINEs. Their expression patterns in somatic tissues are largely uncharted. We analyzed 6,260 human piRNA transcriptomes derived from non-malignant and tumour tissues from 11 organs. We discovered that only 273 of the 20,831 known piRNAs are expressed in somatic non-malignant tissues. However, expression patterns of these piRNAs were able to distinguish tissue-of-origin. A total of 522 piRNAs are expressed in corresponding tumour tissues, largely distinguishing tumour from non-malignant tissues in a cancer-type specific manner. Most expressed piRNAs mapped to known transcripts, contrary to “piRNA clusters” reported in germline cells. We showed that piRNA expression can delineate clinical features, such as histological subgroups, disease stages, and survival. PiRNAs common to many cancer types might represent a core gene-set that facilitates cancer growth, while piRNAs unique to individual cancer types likely contribute to cancer-specific biology.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Roland Hubaux
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Katey S S Enfield
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Carolyn J Brown
- 1] Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada [2] Department of Medical Genetics, University of British Columbia, Vancouver, B. C. V6T 1Z3 Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, B.C. V5Z 1L3 Canada
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Hubaux R, Thu KL, Vucic EA, Pikor LA, Kung SHY, Martinez VD, Mosslemi M, Becker-Santos DD, Gazdar AF, Lam S, Lam WL. Microtubule affinity-regulating kinase 2 is associated with DNA damage response and cisplatin resistance in non-small cell lung cancer. Int J Cancer 2015; 137:2072-82. [PMID: 25907283 DOI: 10.1002/ijc.29577] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2014] [Revised: 03/27/2015] [Accepted: 04/08/2015] [Indexed: 12/29/2022]
Abstract
Microtubule affinity-regulating kinases (MARKs) are involved in several cellular functions but few studies have correlated MARK kinase expression with cancer, and none have explored their role in lung cancer. In this study, we identified MARK2 as frequently disrupted by DNA hypomethylation and copy gain, resulting in concordant overexpression in independent lung tumor cohorts and we demonstrate a role for MARK2 in lung tumor biology. Manipulation of MARK2 in lung cell lines revealed its involvement in cell viability and anchorage-independent growth. Analyses of both manipulated cell lines and clinical tumor specimens identified a potential role for MARK2 in cell cycle activation and DNA repair. Associations between MARK2 and the E2F, Myc/Max and NF-κB pathways were identified by luciferase assays and in-depth assessment of the NF-κB pathway suggests a negative association between MARK2 expression and NF-κB due to activation of non-canonical NF-κB signaling. Finally, we show that high MARK2 expression levels correlate with resistance to cisplatin, a standard first line chemotherapy for lung cancer. Collectively, our work supports a role for MARK2 in promoting malignant phenotypes of lung cancer and potentially modulating response to the DNA damaging chemotherapeutic, cisplatin.
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Affiliation(s)
- Roland Hubaux
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Larissa A Pikor
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Sonia H Y Kung
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Mitra Mosslemi
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Daiana D Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Adi F Gazdar
- Hamon Center of Therapeutics, University of Texas South Western, Dallas, TX
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
| | - Wan L Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, BC, Canada, V5Z, 1L3
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Vucic EA, Thu KL, Pikor LA, Enfield KSS, Yee J, English JC, MacAulay CE, Lam S, Jurisica I, Lam WL. Smoking status impacts microRNA mediated prognosis and lung adenocarcinoma biology. BMC Cancer 2014; 14:778. [PMID: 25342220 PMCID: PMC4216369 DOI: 10.1186/1471-2407-14-778] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 10/13/2014] [Indexed: 01/08/2023] Open
Abstract
Background Cigarette smoke is associated with the majority of lung cancers: however, 25% of lung cancer patients are non-smokers, and half of all newly diagnosed lung cancer patients are former smokers. Lung tumors exhibit distinct epidemiological, clinical, pathological, and molecular features depending on smoking status, suggesting divergent mechanisms underlie tumorigenesis in smokers and non-smokers. MicroRNAs (miRNAs) are integral contributors to tumorigenesis and mediate biological responses to smoking. Based on the hypothesis that smoking-specific miRNA differences in lung adenocarcinomas reflect distinct tumorigenic processes selected by different smoking and non-smoking environments, we investigated the contribution of miRNA disruption to lung tumor biology and patient outcome in the context of smoking status. Methods We applied a whole transcriptome sequencing based approach to interrogate miRNA levels in 94 patient-matched lung adenocarcinoma and non-malignant lung parenchymal tissue pairs from current, former and never smokers. Results We discovered novel and distinct smoking status-specific patterns of miRNA and miRNA-mediated gene networks, and identified miRNAs that were prognostically significant in a smoking dependent manner. Conclusions We conclude that miRNAs disrupted in a smoking status-dependent manner affect distinct cellular pathways and differentially influence lung cancer patient prognosis in current, former and never smokers. Our findings may represent promising biologically relevant markers for lung cancer prognosis or therapeutic intervention. Electronic supplementary material The online version of this article (doi:10.1186/1471-2407-14-778) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Emily A Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia V5Z 1L3, Canada.
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18
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Martinez VD, Vucic EA, Thu KL, Pikor LA, Lam S, Lam WL. Disruption of KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex components by multiple genetic mechanisms: Association with poor prognosis in head and neck cancer. Head Neck 2014; 37:727-34. [PMID: 24596130 DOI: 10.1002/hed.23663] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2013] [Revised: 12/07/2013] [Accepted: 03/02/2014] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND The NRF2 pathway has multiple pro-tumorigenic functions, and Nrf2 levels are increased in head and neck squamous cell carcinoma (HNSCC). The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is a negative regulator of NRF2. In this study, we investigated mechanisms of disruption of individual complex components. METHODS Clinical and genomic profiles for 302 patients with HNSCC were obtained from The Cancer Genome Atlas. Combined pattern of epi/genetic alterations for individual components revealed frequent of complex disruption. Gene-set enrichment analysis was performed on expression data to identify affected pathways. RESULTS DNA loss is the main mechanism of alteration for all component genes, whereas hypermethylation largely affects only KEAP1. Combined analysis revealed that 64% of patients with HNSCC have disruption in this protein complex. Concordantly, NRF2-associated gene signature is enriched in HNSCC. Survival was significantly diminished among patients with one or more disrupted components. CONCLUSION The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is frequently disrupted in HNSCC by multiple mechanisms. NRF2-based prognostics will benefit from integrated analysis of component genes.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, British Columbia Cancer Agency, Vancouver, British Columbia, Canada
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Vucic EA, Chari R, Thu KL, Wilson IM, Cotton AM, Kennett JY, Zhang M, Lonergan KM, Steiling K, Brown CJ, McWilliams A, Ohtani K, Lenburg ME, Sin DD, Spira A, MacAulay CE, Lam S, Lam WL. DNA methylation is globally disrupted and associated with expression changes in chronic obstructive pulmonary disease small airways. Am J Respir Cell Mol Biol 2014; 50:912-22. [PMID: 24298892 PMCID: PMC4068945 DOI: 10.1165/rcmb.2013-0304oc] [Citation(s) in RCA: 96] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 12/03/2013] [Indexed: 01/06/2023] Open
Abstract
DNA methylation is an epigenetic modification that is highly disrupted in response to cigarette smoke and involved in a wide spectrum of malignant and nonmalignant diseases, but surprisingly not previously assessed in small airways of patients with chronic obstructive pulmonary disease (COPD). Small airways are the primary sites of airflow obstruction in COPD. We sought to determine whether DNA methylation patterns are disrupted in small airway epithelia of patients with COPD, and evaluate whether changes in gene expression are associated with these disruptions. Genome-wide methylation and gene expression analysis were performed on small airway epithelial DNA and RNA obtained from the same patient during bronchoscopy, using Illumina's Infinium HM27 and Affymetrix's Genechip Human Gene 1.0 ST arrays. To control for known effects of cigarette smoking on DNA methylation, methylation and gene expression profiles were compared between former smokers with and without COPD matched for age, pack-years, and years of smoking cessation. Our results indicate that aberrant DNA methylation is (1) a genome-wide phenomenon in small airways of patients with COPD, and (2) associated with altered expression of genes and pathways important to COPD, such as the NF-E2-related factor 2 oxidative response pathway. DNA methylation is likely an important mechanism contributing to modulation of genes important to COPD pathology. Because these methylation events may underlie disease-specific gene expression changes, their characterization is a critical first step toward the development of epigenetic markers and an opportunity for developing novel epigenetic therapeutic interventions for COPD.
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Affiliation(s)
- Emily A. Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Raj Chari
- Department of Genetics, Harvard Medical School, Boston, Massachusetts
| | - Kelsie L. Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Ian M. Wilson
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Allison M. Cotton
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jennifer Y. Kennett
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - May Zhang
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Kim M. Lonergan
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Katrina Steiling
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Carolyn J. Brown
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Annette McWilliams
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Keishi Ohtani
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Marc E. Lenburg
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Don D. Sin
- University of British Columbia James Hogg Research Centre and the Institute of Heart and Lung Health, St. Paul’s Hospital, Vancouver, British Columbia, Canada
| | - Avrum Spira
- Division of Computational Biomedicine, Department of Medicine, Boston University Medical Center, Boston, Massachusetts; and
| | - Calum E. MacAulay
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Stephen Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
| | - Wan L. Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
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20
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Olthof NC, Speel EJM, Kolligs J, Haesevoets A, Henfling M, Ramaekers FCS, Preuss SF, Drebber U, Wieland U, Silling S, Lam WL, Vucic EA, Kremer B, Klussmann JP, Huebbers CU. Comprehensive analysis of HPV16 integration in OSCC reveals no significant impact of physical status on viral oncogene and virally disrupted human gene expression. PLoS One 2014; 9:e88718. [PMID: 24586376 PMCID: PMC3933331 DOI: 10.1371/journal.pone.0088718] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Accepted: 01/10/2014] [Indexed: 12/21/2022] Open
Abstract
Infection with high-risk human papillomavirus (HPV) type 16 is an independent risk factor for the development of oropharyngeal squamous cell carcinomas (OSCC). However, it is unclear whether viral integration is an essential hallmark in the carcinogenic process of OSCC and whether HPV integration correlates with the level of viral gene transcription and influences the expression of disrupted host genes. We analyzed 75 patients with OSCC. HPV16-positivity was proven by p16INK4A immunohistochemistry, PCR and FISH. Viral integration was examined using DIPS- as well as APOT-PCR. Viral E2, E6 and E7 gene expression levels were quantified by quantitative reverse transcriptase (RT-q)PCR. Expression levels of 7 human genes disrupted by the virus were extracted from mRNA expression profiling data of 32 OSCCs. Viral copy numbers were assessed by qPCR in 73 tumors. We identified 37 HPV16-human fusion products indicating viral integration in 29 (39%) OSCC. In the remaining tumors (61%) only episome-derived PCR products were detected. When comparing OSCC with or without an integration-derived fusion product, we did not find significant differences in the mean RNA expression of viral genes E2, E6 and E7 or the viral copy numbers per cell, nor did the RNA expression of the HPV-disrupted genes differ from either group of OSCC. In conclusion, our data do not support the hypothesis that integration affects the levels of viral and/or HPV-disrupted human gene transcripts. Thus constitutive, rather than a high level, of expression of oncogene transcripts appears to be required in HPV-related OSCC.
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Affiliation(s)
- Nadine C. Olthof
- Department of Otorhinolaryngology and Head and Neck Surgery, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Ernst-Jan M. Speel
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
- Department of Pathology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jutta Kolligs
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
| | - Annick Haesevoets
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Mieke Henfling
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Frans C. S. Ramaekers
- Department of Molecular Cell Biology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Simon F. Preuss
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Cologne, Cologne, Germany
| | - Uta Drebber
- Institute for Pathology, University Hospital of Cologne, Cologne, Germany
| | - Ulrike Wieland
- Institute of Virology, National Reference Centre for Papilloma- and Polyomaviruses, University Hospital of Cologne, Cologne, Germany
| | - Steffi Silling
- Institute of Virology, National Reference Centre for Papilloma- and Polyomaviruses, University Hospital of Cologne, Cologne, Germany
| | - Wan L. Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Emily A. Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, Canada
| | - Bernd Kremer
- Department of Otorhinolaryngology and Head and Neck Surgery, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Jens-P. Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Giessen, Giessen, Germany
| | - Christian U. Huebbers
- Jean-Uhrmacher-Institute for Otorhinolaryngological Research, University of Cologne, Cologne, Germany
- * e-mail:
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Rowbotham DA, Enfield KSS, Martinez VD, Thu KL, Vucic EA, Stewart GL, Bennewith KL, Lam WL. Multiple Components of the VHL Tumor Suppressor Complex Are Frequently Affected by DNA Copy Number Loss in Pheochromocytoma. Int J Endocrinol 2014; 2014:546347. [PMID: 25298778 PMCID: PMC4178909 DOI: 10.1155/2014/546347] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 08/13/2014] [Accepted: 08/15/2014] [Indexed: 02/06/2023] Open
Abstract
Pheochromocytomas (PCC) are rare tumors that arise in chromaffin tissue of the adrenal gland. PCC are frequently inherited through predisposing mutations in genes such as the von Hippel-Lindau (VHL) tumor suppressor. VHL is part of the VHL elongin BC protein complex that also includes CUL2/5, TCEB1, TCEB2, and RBX1; in normoxic conditions this complex targets hypoxia-inducible factor 1 alpha (HIF1A) for degradation, thus preventing a hypoxic response. VHL inactivation by genetic mechanisms, such as mutation and loss of heterozygosity, inhibits HIF1A degradation, even in the presence of oxygen, and induces a pseudohypoxic response. However, the described <10% VHL mutation rate cannot account for the high frequency of hypoxic response observed. Indeed, little is known about genetic mechanisms disrupting other complex component genes. Here, we show that, in a panel of 171 PCC tumors, 59.6% harbored gene copy number loss (CNL) of at least one complex component. CNL significantly reduced gene expression and was associated with enrichment of gene targets controlled by HIF1. Interestingly, we show that VHL-related renal clear cell carcinoma harbored disruption of VHL alone. Our results indicate that VHL elongin BC protein complex components other than VHL could be important for PCC tumorigenesis and merit further investigation.
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Affiliation(s)
- David A. Rowbotham
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | | | - Victor D. Martinez
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
- BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
- *Victor D. Martinez:
| | - Kelsie L. Thu
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Emily A. Vucic
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Greg L. Stewart
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Kevin L. Bennewith
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
| | - Wan L. Lam
- Department of Integrative Oncology, BC Cancer Agency, Vancouver, BC, Canada
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Affiliation(s)
| | - Emily A. Vucic
- British Columbia Cancer Agency, Vancouver, BC V5Z1L3, Canada
| | - Stephen Lam
- British Columbia Cancer Agency, Vancouver, BC V5Z1L3, Canada
| | - Wan L. Lam
- British Columbia Cancer Agency, Vancouver, BC V5Z1L3, Canada
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Pikor LA, Lockwood WW, Thu KL, Vucic EA, Chari R, Gazdar AF, Lam S, Lam WL. YEATS4 is a novel oncogene amplified in non-small cell lung cancer that regulates the p53 pathway. Cancer Res 2013; 73:7301-12. [PMID: 24170126 DOI: 10.1158/0008-5472.can-13-1897] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Genetic analyses of lung cancer have helped found new treatments in this disease. We conducted an integrative analysis of gene expression and copy number in 261 non-small cell lung cancers (NSCLC) relative to matched normal tissues to define novel candidate oncogenes, identifying 12q13-15 and more specifically the YEATS4 gene as amplified and overexpressed in ~20% of the NSCLC cases examined. Overexpression of YEATS4 abrogated senescence in human bronchial epithelial cells. Conversely, RNAi-mediated attenuation of YEATS4 in human lung cancer cells reduced their proliferation and tumor growth, impairing colony formation and inducing cellular senescence. These effects were associated with increased levels of p21WAF1 and p53 and cleavage of PARP, implicating YEATS4 as a negative regulator of the p21-p53 pathway. We also found that YEATS4 expression affected cellular responses to cisplastin, with increased levels associated with resistance and decreased levels with sensitivity. Taken together, our findings reveal YEATS4 as a candidate oncogene amplified in NSCLC, and a novel mechanism contributing to NSCLC pathogenesis.
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Affiliation(s)
- Larissa A Pikor
- Authors' Affiliations: Integrative Oncology, BC Cancer Research Center, Vancouver, BC, Canada; National Institutes of Health, Bethesda, Maryland; Department of Genetics, Harvard Medical School, Boston, Massachusetts; and Hamon Center of Therapeutics, University of Texas South Western, Dallas, Texas
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24
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Martinez VD, Vucic EA, Pikor LA, Thu KL, Hubaux R, Lam WL. Frequent concerted genetic mechanisms disrupt multiple components of the NRF2 inhibitor KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex in thyroid cancer. Mol Cancer 2013; 12:124. [PMID: 24138990 PMCID: PMC4016213 DOI: 10.1186/1476-4598-12-124] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Accepted: 10/02/2013] [Indexed: 01/12/2023] Open
Abstract
Background Reactive oxygen species contribute to normal thyroid function. The NRF2 oxidative response pathway is frequently and constitutively activated in multiple tumor types, including papillary thyroid carcinoma (PTC). Genetic mechanisms underlying NRF2 pathway activation in PTC are not fully understood. Thus, we aimed to determine whether inactivating patterns of DNA-level alterations affect genes encoding for individual NRF2 inhibitor complex components (CUL3/KEAP1/RBX1) occur in PTC. Findings Combined patterns of epi/genetic alterations for KEAP1/CUL3/RBX1 E3 ubiquitin-ligase complex components were simultaneously interrogated for a panel of 310 PTC cases and 40 adjacent non-malignant tissues. Data were obtained from The Cancer Genome Atlas project. Enrichment of NRF2 pathway activation was assessed by gene-set enrichment analysis using transcriptome data. Our analyses revealed that PTC sustain a strikingly high frequency (80.6%) of disruption to multiple component genes of the NRF2 inhibitor complex. Hypermethylation is the predominant inactivating mechanism primarily affecting KEAP1 (70.6%) and CUL3 (20%), while copy number loss mostly affects RBX1 (16.8%). Concordantly, NRF2-associated gene expression signatures are positively and significantly enriched in PTC. Conclusions The KEAP1/CUL3/RBX1 E3-ubiquitin ligase complex is almost ubiquitously affected by multiple DNA-level mechanisms and downstream NRF2 pathway targets are activated in PTC. Given the importance of this pathway to normal thyroid function as well as to cancer; targeted inhibition of NRF2 regulators may impact strategies for therapeutic intervention involving this pathway.
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Affiliation(s)
- Victor D Martinez
- BC Cancer Research Centre, BC Cancer Agency, 675 West 10th Avenue, Vancouver, BC V5Z1L3, Canada.
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25
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Wilson IM, Vucic EA, Enfield KSS, Thu KL, Zhang YA, Chari R, Lockwood WW, Radulovich N, Starczynowski DT, Banáth JP, Zhang M, Pusic A, Fuller M, Lonergan KM, Rowbotham D, Yee J, English JC, Buys TPH, Selamat SA, Laird-Offringa IA, Liu P, Anderson M, You M, Tsao MS, Brown CJ, Bennewith KL, MacAulay CE, Karsan A, Gazdar AF, Lam S, Lam WL. EYA4 is inactivated biallelically at a high frequency in sporadic lung cancer and is associated with familial lung cancer risk. Oncogene 2013; 33:4464-73. [PMID: 24096489 PMCID: PMC4527534 DOI: 10.1038/onc.2013.396] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Revised: 07/30/2013] [Accepted: 08/06/2013] [Indexed: 02/07/2023]
Abstract
In an effort to identify novel biallelically inactivated tumor suppressor genes (TSG) in sporadic invasive and pre-invasive non-small cell lung cancer (NSCLC) genomes, we applied a comprehensive integrated multi-‘omics approach to investigate patient matched, paired NSCLC tumor and non-malignant parenchymal tissues. By surveying lung tumor genomes for genes concomitantly inactivated within individual tumors by multiple mechanisms, and by the frequency of disruption in tumors across multiple cohorts, we have identified a putative lung cancer TSG, Eyes Absent 4 (EYA4). EYA4 is frequently and concomitantly deleted, hypermethylated and underexpressed in multiple independent lung tumor data sets, in both major NSCLC subtypes, and in the earliest stages of lung cancer. We find not only that decreased EYA4 expression is associated with poor survival in sporadic lung cancers, but EYA4 SNPs are associated with increased familial cancer risk, consistent with EYA4’s proximity to the previously reported lung cancer susceptibility locus on 6q. Functionally, we find that EYA4 displays TSG-like properties with a role in modulating apoptosis and DNA repair. Cross examination of EYA4 expression across multiple tumor types suggests a cell type-specific tumorigenic role for EYA4, consistent with a tumor suppressor function in cancers of epithelial origin. This work shows a clear role for EYA4 as a putative TSG in NSCLC.
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Affiliation(s)
- I M Wilson
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - E A Vucic
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K S S Enfield
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K L Thu
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Y A Zhang
- Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - R Chari
- 1] Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada [2] Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - W W Lockwood
- 1] Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada [2] National Human Genome Research Institute, Cancer Genetics Branch, Bethesda, MD, USA
| | - N Radulovich
- Ontario Cancer Institute/Princess Margaret Hospital, Toronto, ON, Canada
| | - D T Starczynowski
- Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital Research Foundation, Cincinnati, OH, USA
| | - J P Banáth
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - M Zhang
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A Pusic
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - M Fuller
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - K M Lonergan
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - D Rowbotham
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - J Yee
- Department of Surgery, Vancouver General Hospital, Vancouver, BC, Canada
| | - J C English
- Department of Pathology, Vancouver General Hospital, Vancouver, BC, Canada
| | - T P H Buys
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - S A Selamat
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA, USA
| | - I A Laird-Offringa
- Department of Biochemistry and Molecular Biology, University of Southern California, Los Angeles, CA, USA
| | - P Liu
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M Anderson
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M You
- Medical College of Wisconsin Cancer Center, Milwaukee, WI, USA
| | - M S Tsao
- Ontario Cancer Institute/Princess Margaret Hospital, Toronto, ON, Canada
| | - C J Brown
- Department of Medical Genetics, University of British Columbia, Life Sciences Centre, Vancouver, BC, Canada
| | - K L Bennewith
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - C E MacAulay
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A Karsan
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - A F Gazdar
- Hamon Center for Therapeutic Oncology Research, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - S Lam
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - W L Lam
- Integrative Oncology Genetics Unit, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Coe BP, Thu KL, Aviel-Ronen S, Vucic EA, Gazdar AF, Lam S, Tsao MS, Lam WL. Genomic deregulation of the E2F/Rb pathway leads to activation of the oncogene EZH2 in small cell lung cancer. PLoS One 2013; 8:e71670. [PMID: 23967231 PMCID: PMC3744458 DOI: 10.1371/journal.pone.0071670] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2013] [Accepted: 07/02/2013] [Indexed: 01/15/2023] Open
Abstract
Small cell lung cancer (SCLC) is a highly aggressive lung neoplasm with extremely poor clinical outcomes and no approved targeted treatments. To elucidate the mechanisms responsible for driving the SCLC phenotype in hopes of revealing novel therapeutic targets, we studied copy number and methylation profiles of SCLC. We found disruption of the E2F/Rb pathway was a prominent feature deregulated in 96% of the SCLC samples investigated and was strongly associated with increased expression of EZH2, an oncogene and core member of the polycomb repressive complex 2 (PRC2). Through its catalytic role in the PRC2 complex, EZH2 normally functions to epigenetically silence genes during development, however, it aberrantly silences genes in human cancers. We provide evidence to support that EZH2 is functionally active in SCLC tumours, exerts pro-tumourigenic functions in vitro, and is associated with aberrant methylation profiles of PRC2 target genes indicative of a “stem-cell like” hypermethylator profile in SCLC tumours. Furthermore, lentiviral-mediated knockdown of EZH2 demonstrated a significant reduction in the growth of SCLC cell lines, suggesting EZH2 has a key role in driving SCLC biology. In conclusion, our data confirm the role of EZH2 as a critical oncogene in SCLC, and lend support to the prioritization of EZH2 as a potential therapeutic target in clinical disease.
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Affiliation(s)
- Bradley P. Coe
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Kelsie L. Thu
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
- * E-mail:
| | | | - Emily A. Vucic
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Adi F. Gazdar
- Hamon Center for Therapeutic Oncology Research and Department of Pathology, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
| | - Stephen Lam
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
| | - Ming-Sound Tsao
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Pathology, Princess Margaret Hospital University Health Network, Toronto, Canada
| | - Wan L. Lam
- Integrative Oncology Department, BC Cancer Research Centre, Vancouver, Canada
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Abstract
The genomics era has yielded great advances in the understanding of cancer biology. At the same time, the immense complexity of the cancer genome has been revealed, as well as a striking heterogeneity at the whole-genome (or omics) level that exists between even histologically similar tumors. The vast accrual and public availability of multi-omics databases with associated clinical annotation including tumor histology, patient response, and outcome are a rich resource that has the potential to lead to rapid translation of high-throughput omics to improved overall survival. We focus on the unique advantages of a multidimensional approach to genomic analysis in this new high-throughput omics age and discuss the implications of the changing cancer demographic to translational omics research.
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Affiliation(s)
- Emily A Vucic
- British Columbia Cancer Research Centre, Vancouver V5Z 1L3, Canada.
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Thu KL, Vucic EA, Chari R, Zhang W, Lockwood WW, English JC, Fu R, Wang P, Feng Z, MacAulay CE, Gazdar AF, Lam S, Lam WL. Lung adenocarcinoma of never smokers and smokers harbor differential regions of genetic alteration and exhibit different levels of genomic instability. PLoS One 2012; 7:e33003. [PMID: 22412972 PMCID: PMC3296775 DOI: 10.1371/journal.pone.0033003] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Accepted: 02/02/2012] [Indexed: 11/23/2022] Open
Abstract
Recent evidence suggests that the observed clinical distinctions between lung tumors in smokers and never smokers (NS) extend beyond specific gene mutations, such as EGFR, EML4-ALK, and KRAS, some of which have been translated into targeted therapies. However, the molecular alterations identified thus far cannot explain all of the clinical and biological disparities observed in lung tumors of NS and smokers. To this end, we performed an unbiased genome-wide, comparative study to identify novel genomic aberrations that differ between smokers and NS. High resolution whole genome DNA copy number profiling of 69 lung adenocarcinomas from smokers (n = 39) and NS (n = 30) revealed both global and regional disparities in the tumor genomes of these two groups. We found that NS lung tumors had a greater proportion of their genomes altered than those of smokers. Moreover, copy number gains on chromosomes 5q, 7p, and 16p occurred more frequently in NS. We validated our findings in two independently generated public datasets. Our findings provide a novel line of evidence distinguishing genetic differences between smoker and NS lung tumors, namely, that the extent of segmental genomic alterations is greater in NS tumors. Collectively, our findings provide evidence that these lung tumors are globally and genetically different, which implies they are likely driven by distinct molecular mechanisms.
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Affiliation(s)
- Kelsie L Thu
- Department of Integrative Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada.
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Becker-Santos DD, Gibb EE, Vucic EA, Enfield KS, Stewart GL, MacAulay CE, Lam S, Lam WL. Abstract A4: An expression map of long noncoding RNAs in human lung and non-small cell lung cancer. Clin Cancer Res 2012. [DOI: 10.1158/1078-0432.12aacriaslc-a4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Although still largely unexplored, long non-coding RNAs (lncRNAS) are emerging as an integral functional component of the human transcriptome. LncRNAs are mRNA-like transcripts of at least 200 nucleotides (nts) with no protein-coding capacity. Similar to their protein-coding counterparts, lncRNAs are frequently spliced and polyadenylated, but act at the RNA level. The range of functions described for lncRNAs is extensive, and includes key biological roles in chromatin remodeling, alternative splicing and mRNA degradation. Given their biological functions, dysregulation of lncRNAs is rising as an important feature of many disorders, including malignant transformation. However, the extent of the contribution of differential lncRNA expression to normal lung tissue and lung cancer has not been investigated in a comprehensive manner.
Hypothesis: We hypothesized that lncRNAs are expressed in a lung tissue-specific manner and that non-small-cell lung cancer (NSCLC) exhibits aberrant lncRNA expression patterns.
Methods: Serial Analysis of Gene Expression (SAGE) libraries were used to characterize polyadenylated transcripts in lung tissue compared to a panel of 25 different normal human tissues, and to a cohort of 12 NSCLCs. To generate lncRNA expression profiles, we developed a lncRNA discovery pipeline to map-tag-to-lncRNA matches. To identify differentially expressed lncRNAs we used a permutation test based statistical analysis. Expression pattern in lung tumors were compared to profiles from a variety of cancer types in order to identify lncRNA changes prominent in lung cancer.
Results: Here we show that large-scale expression profiling through SAGE, is an effective resource for investigating the expression pattern of polyadenylated lncRNAs. Applying a novel lncRNA discovery pipeline we reveal extensive, tissue-specific lncRNA expression in normal lung compared to a panel of several different normal human tissues. Importantly, our study reveals that NSCLC demonstrate significantly altered lncRNA expression patterns and identify highly dysregulated transcripts associated with this malignancy as oppose to other types of cancer.
Conclusion: Collectively, our findings support an important role for tissue-specific lncRNAs in lung cancer. Characterization of the functional role of these transcripts will have a considerable impact on our understanding of lung cancer development and progression, and may reveal clinically important biomarkers.
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Affiliation(s)
| | - Ewan E. Gibb
- BC Cancer Research Centre, Vancouver, BC, Canada
| | | | | | | | | | - Stephen Lam
- BC Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L. Lam
- BC Cancer Research Centre, Vancouver, BC, Canada
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Becker-Santos DD, Vucic EA, Lam S, Lam WL, Martinez VD. Abstract B15: Genomic and epigenomic events in arsenic-related lung squamous cell carcinomas from smokers and never smokers. Clin Cancer Res 2012. [DOI: 10.1158/1078-0432.12aacriaslc-b15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Arsenic is a well-known human carcinogen. An estimated of 160 million people (∼2% of total human population) are exposed to levels above the recommended threshold (10 μg/L) in Bangladesh, Taiwan, Mongolia, India, China, Argentina, Mexico, Canada, USA, and Chile, among others countries. Skin, bladder, liver, kidney and lungs are the main targets of arsenic carcinogenicity. Lung cancer (LC) is the most deadly form of neoplasia associated to arsenic ingestion. Additionally, lung squamous cell carcinomas (SqCC) occur at higher rates than other LC subtypes following exposure to this metalloid. Both genetic and epigenetic changes (some of them related to arsenic biotransformation) have been proposed to drive carcinogenesis; however, mechanisms are not fully understood. Here, we have compiled a panel of lung tumors from a population with chronic arsenic exposure, including a rare set of lung SqCC from patients who have never smoked. We analyzed to identify whole genome arsenic associated copy-number alterations (CNAs), copy-number variations (CNVs) and global DNA methylation changes.
Methods: 52 lung SqCC were analyzed by whole-genome tiling path comparative genomic hybridization for CNA. Twenty-two were from arsenic exposed patients from Chile (10 never smokers and 12 smokers), and 30 additional non-exposed cases were from North America. In addition, 22 blood samples from healthy individuals from Northern Chile were examined to identify naturally occurring germline CNVs. Global DNA methylation analyses for 5 arsenic-exposed cases from never smokers were performed using Illumina's Infinium Human Methylation 450K array.
Results: We identified arsenic related CNAs occurring in lung SqCC from patients with chronic exposure to this. The most recurrent events were represented by DNA losses at chromosomes 1q21.1, 7p22.3, 9q12, and 19q13.31. Also, we observed a single arsenic-associated DNA gain at 19q13.33, which contains genes related to single strand DNA breaks repair and neoplastic processes. Interestingly, alterations in this region have been reported to be more frequent among lung adenocarcinomas from never smokers compared with smokers. Additionally, distinctive DNA methylation patterns were associated to arsenic related lung SqCC from never smokers, indicating these changes can have an impact on carcinogenic mechanisms for this subgroup of lung tumors
Conclusions: Our study provides insights into the molecular mechanisms of arsenic-induced lung SqCC. Moreover, findings specifically associated to cases among never smokers contribute to understand malignant events occurring in this rare subgroup of lung tumors. The unique and recurrent set of arsenic-associated genetic and epigenetic alterations suggests that this group of tumors may be considered as a distinct disease subclass. Finally, elucidation of the mechanisms underlying the initiation and promotion of carcinogenesis related to arsenic biotransformation processes is of foremost importance to the development of early detection protocols and treatment options for affected individuals.
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Martinez VD, Becker-Santos DD, Vucic EA, Lam S, Lam WL. Induction of human squamous cell-type carcinomas by arsenic. J Skin Cancer 2011; 2011:454157. [PMID: 22175027 PMCID: PMC3235812 DOI: 10.1155/2011/454157] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Accepted: 10/07/2011] [Indexed: 01/14/2023] Open
Abstract
Arsenic is a potent human carcinogen. Around one hundred million people worldwide have potentially been exposed to this metalloid at concentrations considered unsafe. Exposure occurs generally through drinking water from natural geological sources, making it difficult to control this contamination. Arsenic biotransformation is suspected to have a role in arsenic-related health effects ranging from acute toxicities to development of malignancies associated with chronic exposure. It has been demonstrated that arsenic exhibits preference for induction of squamous cell carcinomas in the human, especially skin and lung cancer. Interestingly, keratins emerge as a relevant factor in this arsenic-related squamous cell-type preference. Additionally, both genomic and epigenomic alterations have been associated with arsenic-driven neoplastic process. Some of these aberrations, as well as changes in other factors such as keratins, could explain the association between arsenic and squamous cell carcinomas in humans.
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Affiliation(s)
- Victor D. Martinez
- Department of Integrative Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
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Martinez VD, Vucic EA, Adonis M, Gil L, Lam WL. Arsenic biotransformation as a cancer promoting factor by inducing DNA damage and disruption of repair mechanisms. Mol Biol Int 2011. [PMID: 22091411 DOI: 10.4061/2011/718974]] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Chronic exposure to arsenic in drinking water poses a major global health concern. Populations exposed to high concentrations of arsenic-contaminated drinking water suffer serious health consequences, including alarming cancer incidence and death rates. Arsenic is biotransformed through sequential addition of methyl groups, acquired from s-adenosylmethionine (SAM). Metabolism of arsenic generates a variety of genotoxic and cytotoxic species, damaging DNA directly and indirectly, through the generation of reactive oxidative species and induction of DNA adducts, strand breaks and cross links, and inhibition of the DNA repair process itself. Since SAM is the methyl group donor used by DNA methyltransferases to maintain normal epigenetic patterns in all human cells, arsenic is also postulated to affect maintenance of normal DNA methylation patterns, chromatin structure, and genomic stability. The biological processes underlying the cancer promoting factors of arsenic metabolism, related to DNA damage and repair, will be discussed here.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
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Martinez VD, Vucic EA, Becker-Santos DD, Gil L, Lam WL. Arsenic exposure and the induction of human cancers. J Toxicol 2011; 2011:431287. [PMID: 22174709 PMCID: PMC3235889 DOI: 10.1155/2011/431287] [Citation(s) in RCA: 209] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2011] [Revised: 08/25/2011] [Accepted: 08/25/2011] [Indexed: 12/21/2022] Open
Abstract
Arsenic is a metalloid, that is, considered to be a human carcinogen. Millions of individuals worldwide are chronically exposed through drinking water, with consequences ranging from acute toxicities to development of malignancies, such as skin and lung cancer. Despite well-known arsenic-related health effects, the molecular mechanisms involved are not fully understood; however, the arsenic biotransformation process, which includes methylation changes, is thought to play a key role. This paper explores the relationship of arsenic exposure with cancer development and summarizes current knowledge of the potential mechanisms that may contribute to the neoplastic processes observed in arsenic exposed human populations.
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Affiliation(s)
- Victor D. Martinez
- Department of Integrative Oncology, British Columbia Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
- Biomedical Sciences Institute, Faculty of Medicine, University of Chile, Independencia 1027, 8380453 Santiago, Chile
| | - Emily A. Vucic
- Department of Integrative Oncology, British Columbia Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
| | - Daiana D. Becker-Santos
- Department of Integrative Oncology, British Columbia Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
| | - Lionel Gil
- Biomedical Sciences Institute, Faculty of Medicine, University of Chile, Independencia 1027, 8380453 Santiago, Chile
| | - Wan L. Lam
- Department of Integrative Oncology, British Columbia Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
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Becker-Santos DD, Vucic EA, Lam S, Lam WL, Martinez VD. Abstract A32: Genomic and epigenomic alterations in arsenic-related lung squamous cell carcinomas. Cancer Prev Res (Phila) 2011. [DOI: 10.1158/1940-6207.prev-11-a32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Arsenic is a potent human carcinogen. It is estimated that over 100 million people worldwide are exposed to toxic levels of arsenic, mainly through drinking water. Skin, bladder, and lung are key target organs for arsenic-induced carcinogenesis. Lung cancer is the main cause of deaths due to arsenic toxicity, with this metalloid acting as the major etiological agent in cancers that occur in never smokers. Lung squamous cell carcinomas (SqCCs) occur at higher rates than other subtypes following arsenic exposure. The mechanisms for arsenic carcinogenesis are not fully understood, but it has been proposed that neoplastic effects as a result of arsenic biotransformation can occur at both the genetic and epigenetic levels. In this study, a rare panel of lung tumors from a population with chronic arsenic exposure, including SqCC tumors from patients with no smoking history, was analyzed to identify arsenic-associated copy-number alterations (CNAs) and DNA methylation changes.
Methods: 52 lung SqCCs were analyzed by whole-genome tiling path comparative genomic hybridization. Twenty-two were derived from arsenic-exposed patients from Northern Chile (10 never smokers and 12 smokers), and 30 additional cases were obtained for comparison from smokers without arsenic exposure from North America. In addition, 22 blood samples from healthy individuals from Northern Chile were examined to identify naturally occurring germline DNA copy-number variations that could be excluded from analysis. DNA methylation analysis was performed using Illumina's Infinium Human Methylation 450K array.
Results: We identified several DNA copy number alterations and DNA methylation changes associated with chronic arsenic exposure. These alterations were not accountable to either natural copy-number variations or smoking status. The most recurrent events were represented by DNA losses at chromosomes 1q21.1, 7p22.3, 9q12, and 19q13.31. The only arsenic-associated DNA gain occurred at 19q13.33, which contains genes previously recognized as oncogenes.
Conclusions: Our study has provided insights into the molecular mechanisms of arsenic-induced lung neoplasia. The unique and recurrent arsenic-associated genetic and epigenetic alterations suggest that this group of tumors may be considered as a distinct disease subclass.
Citation Information: Cancer Prev Res 2011;4(10 Suppl):A32.
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Affiliation(s)
| | - Emily A. Vucic
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Stephen Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L. Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Martinez VD, Vucic EA, Adonis M, Gil L, Lam WL. Arsenic biotransformation as a cancer promoting factor by inducing DNA damage and disruption of repair mechanisms. Mol Biol Int 2011; 2011:718974. [PMID: 22091411 PMCID: PMC3200225 DOI: 10.4061/2011/718974] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Accepted: 06/06/2011] [Indexed: 11/20/2022] Open
Abstract
Chronic exposure to arsenic in drinking water poses a major global health concern. Populations exposed to high concentrations of arsenic-contaminated drinking water suffer serious health consequences, including alarming cancer incidence and death rates. Arsenic is biotransformed through sequential addition of methyl groups, acquired from s-adenosylmethionine (SAM). Metabolism of arsenic generates a variety of genotoxic and cytotoxic species, damaging DNA directly and indirectly, through the generation of reactive oxidative species and induction of DNA adducts, strand breaks and cross links, and inhibition of the DNA repair process itself. Since SAM is the methyl group donor used by DNA methyltransferases to maintain normal epigenetic patterns in all human cells, arsenic is also postulated to affect maintenance of normal DNA methylation patterns, chromatin structure, and genomic stability. The biological processes underlying the cancer promoting factors of arsenic metabolism, related to DNA damage and repair, will be discussed here.
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Affiliation(s)
- Victor D Martinez
- Department of Integrative Oncology, BC Cancer Research Centre, 675 West 10th Avenue, Vancouver, BC, Canada V5Z 1L3
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Stewart GL, Vucic EA, Chari R, Wilson IM, Lonergan KM, Lam S, Lam WL. Abstract A16: Reversibly expressed and differentially methylated genes in airways of current and former smokers. Cancer Prev Res (Phila) 2010. [DOI: 10.1158/1940-6207.prev-10-a16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Smoking-related disease, including chronic obstructive pulmonary disease (COPD) and lung cancer, account for the third greatest cause of mortality and the number one cause of cancer-related death worldwide. Former smokers (FS) remain at an elevated risk for both diseases and are the fastest growing population of newly diagnosed lung cancer patients, emphasizing the need for greater understanding of molecular mechanisms associated with smoking and smoking cessation. Cigarette smoke induces DNA damage in airway and lung tissues at the genomic and epigenomic levels, where it is associated with changes to gene expression. Studies on current (CS), FS, and never smokers have identified reversible and irreversible changes in gene expression that occur upon smoking cessation. Since methylation is a reversible gene regulatory mark that is also aberrantly affected by cigarette smoke, we hypothesize that the reversible nature of genes differentially expressed in bronchial epithelial cells in the airways of CS and FS, may be due to changes in DNA methylation.
Methods: Bronchial epithelial cells were obtained from brushings of small airways (< 2mm diameter) during bronchoscopy from 12 current smokers (CS) and 6 former smokers (FS). Methylation profiles were generated for 27,579 probes corresponding to 14,575 genes, using the Illumina Infinium Human Methylation27 platform. Methylation results were aligned to the set of reversibly expressed genes described in previous studies. Genes that become either hypermethylated and underexpressed or hypomethylated and overexpressed upon smoking cessation were selected for further study.
Results: Methylation and expression analysis identified 9 genes overexpressed and hypomethylated in CS relative to FS, notably GPX2 and GSTA2 both involved in pathways previously shown to be upregulated in CS. These pathways include aryl hydrocarbon receptor signaling; a central metabolic pathway activated in response to halogenated and polycyclic aromatic hydrocarbons, and the NRF2 mediated oxidative stress response pathway, involved in the detoxification of reactive oxygen and intermediates. Additionally, 3 genes were found to be underexpressed and hypermethylated in CS relative to FS, notably SYF2 and CXCL6, involved in cell cycle regulation and inflammatory disease (including COPD) respectively.
Conclusion: Our data reveal a panel of genes whose change in gene expression upon smoking cessation may be regulated by DNA methylation, corresponding to well known genes involved in smoking metabolism and oxidative stress response. The identification of differentially methylated and expressed genes between CS and FS may provide insight into the mechanism of smoking related disease. As methylation is a reversible DNA modification, this knowledge may lead to the application of preventative epigenetic therapeutics for the growing population of FS and the immense health burden and mortality associated with cigarette smoke.
Citation Information: Cancer Prev Res 2010;3(12 Suppl):A16.
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Affiliation(s)
- Greg L. Stewart
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Emily A. Vucic
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Raj Chari
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Ian M. Wilson
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Kim M. Lonergan
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Steven Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L. Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Vucic EA, Wilson IM, Chari R, Kennett JY, Lonergan KM, Lam S, Lam WL. Abstract A21: Global DNA methylation analysis of bronchial epithelia of former smokers with COPD, with and without lung cancer. Cancer Prev Res (Phila) 2010. [DOI: 10.1158/1940-6207.prev-10-a21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Emerging evidence suggests that aberrant epigenetic regulation is involved in the development and progression of malignant and nonmalignant respiratory diseases, including chronic obstructive pulmonary disease (COPD) and lung cancer. Moreover, patients with COPD have an increased risk of developing lung cancer. Besides similar risk factors such as tobacco smoke exposure, little is known about the shared biology between COPD and lung cancer. Smoking causes aberrations in airway and lung parenchyma at both the genomic and epigenomic levels, resulting in global changes to gene expression. In this study, we hypothesize that alterations at the level of DNA methylation in airway epithelia of former smokers (FS) with COPD with and without non-small cell lung cancer (NSCLC) may be used to identify genes involved in the pathogenesis of these respiratory diseases, independent of the effects of active smoking.
Methods: Bronchial epithelial cells were obtained from brushings of small airways (< 2 mm diameter) during bronchoscopy from FS with COPD (n=22), without COPD (n=22) and patients with COPD as well as previous surgical resection of Stage I NSCLC (n=6). Illumina's Infinium Methylation (HM27) assay was used to assess DNA methylation status of 27,578 CpG sites associated with 14,475 genes.
Results: COPD patients are distinguished from non-COPD patients based on airway methylation profiles. Genes differentially methylated in airways between COPD and non-COPD patients include several modulators of aryl hydrocarbon receptor and IL6 signaling, as well as genes previously implicated in COPD, including immune chemotaxis regulators (CXCL11, CCR8) and GABA receptor signaling (GABRA5). Airway epithelial DNA from COPD patients with NSCLC compared to those without NSCLC was differentially methylated at sites encoding multiple key regulators of xenobiotic metabolism, regulators of free radical savaging/detoxification and retinol metabolic pathway components including several alcohol dehydrogenase, glutathione S transferase, and UDP glucoronosyltransferase genes.
Conclusion: Our preliminary results suggest a role for DNA methylation in the deregulation of previously identified COPD-related genes, and specifically highlight differences in airways of COPD patients with/without NSCLC corresponding to well-known smoking-related metabolomic processes. Knowledge of DNA methylation disruption will further our understanding of the etiological role of COPD in the development of lung cancer, and contribute to the development of chemo-prevention strategies targeting the biology of both COPD and NSCLC. Supported by CIHR.
Citation Information: Cancer Prev Res 2010;3(12 Suppl):A21.
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Affiliation(s)
- Emily A. Vucic
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Ian M. Wilson
- 2British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Raj Chari
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | | | - Kim M. Lonergan
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Stephen Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
| | - Wan L. Lam
- 1British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Chari R, Coe BP, Vucic EA, Lockwood WW, Lam WL. An integrative multi-dimensional genetic and epigenetic strategy to identify aberrant genes and pathways in cancer. BMC Syst Biol 2010; 4:67. [PMID: 20478067 PMCID: PMC2880289 DOI: 10.1186/1752-0509-4-67] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/24/2010] [Accepted: 05/17/2010] [Indexed: 11/27/2022]
Abstract
Background Genomics has substantially changed our approach to cancer research. Gene expression profiling, for example, has been utilized to delineate subtypes of cancer, and facilitated derivation of predictive and prognostic signatures. The emergence of technologies for the high resolution and genome-wide description of genetic and epigenetic features has enabled the identification of a multitude of causal DNA events in tumors. This has afforded the potential for large scale integration of genome and transcriptome data generated from a variety of technology platforms to acquire a better understanding of cancer. Results Here we show how multi-dimensional genomics data analysis would enable the deciphering of mechanisms that disrupt regulatory/signaling cascades and downstream effects. Since not all gene expression changes observed in a tumor are causal to cancer development, we demonstrate an approach based on multiple concerted disruption (MCD) analysis of genes that facilitates the rational deduction of aberrant genes and pathways, which otherwise would be overlooked in single genomic dimension investigations. Conclusions Notably, this is the first comprehensive study of breast cancer cells by parallel integrative genome wide analyses of DNA copy number, LOH, and DNA methylation status to interpret changes in gene expression pattern. Our findings demonstrate the power of a multi-dimensional approach to elucidate events which would escape conventional single dimensional analysis and as such, reduce the cohort sample size for cancer gene discovery.
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Affiliation(s)
- Raj Chari
- Department of Integrative Oncology, BC Cancer Research Centre, Vancouver, BC, Canada.
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Pikor L, Lockwood WW, Vucic EA, Lam WL. Abstract 240: Amplification status of GAS41 and MDM2 in lung adenocarcinomas. Cancer Res 2010. [DOI: 10.1158/1538-7445.am10-240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Lung cancer is the leading cause of cancer death worldwide. High mortality rates are attributed to inefficient therapeutic strategies and a lack of screening for early detection. Identification of genes involved in lung cancer development may yield new molecular targets for diagnosis and treatment. It is well documented that the lung cancer genome harbors genetic alterations. We hypothesize that novel oncogenes can be discovered through characterization of chromosomal regions frequently amplified in lung adenocarcinoma.
Methods: A panel of 169 matched lung adenocarcinoma tumors was studied. Genetic profiles describing copy number alterations and gene expression were generated by whole genome array comparative genomic hybridization and Affymetrix platforms respectively, and visualized using SIGMA2 software. Regions of DNA amplifications were identified using the GISTIC algorithm and integrated with expression data to determine if amplification is associated with overexpression in tumors relative to matched normal tissue. An MTT assay was used to investigate the effect of cell proliferation after shRNA-mediated knockdown in a cell line with DNA amplification. Survival analysis using multiple independent data sets was also performed to assess the clinical significance of gene amplification and overexpression.
Results: A preliminary genome wide screen revealed Glioma Amplified Sequence 41 (GAS41) at 12q13-15 as frequently amplified and overexpressed in lung cancer. GAS41 suppresses cell cycle checkpoint genes p21 and p14, causing indirect repression of the p53 tumor suppressor, promoting tumorigenesis. Amplification of this gene has been reported in the earliest stages of glioma and astrocytoma. GAS41 is amplified in 16.57% of the lung adenocarcinoma tumors (28 of 169) analyzed and consistently overexpressed. Knockdown of GAS41 slowed cell proliferation, consistent with its biological function. Additionally, patients expressing high levels of GAS41 mRNA showed markedly poorer outcomes than those with lower expression.
Conclusions: Our data highlights the tumorigenic potential of GAS41, suggesting that amplification of this gene may be a critical alteration in lung cancer. GAS41 amplification and subsequent activation may represent a novel mechanism driving lung tumorigenesis. The association of GAS41 expression with survival and its demonstrated effect on cell proliferation make it a potential prognostic marker and therapeutic target in lung cancer.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr 240.
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Affiliation(s)
- Larissa Pikor
- 1University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Emily A. Vucic
- 1University of British Columbia, Vancouver, British Columbia, Canada
| | - Wan L. Lam
- 1University of British Columbia, Vancouver, British Columbia, Canada
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Wilson IM, Enfield KSS, Vucic EA, Chari R, Zhang YA, You M, MacAulay C, Lam S, Gazdar A, Lam WL. Abstract LB-346: A novel lung tumor suppressor implicated in somatic and familial cancers. Cancer Res 2010. [DOI: 10.1158/1538-7445.am10-lb-346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Lung cancer (LC) is the most common cause of cancer death worldwide. Previous familial linkage studies have identified a tumor suppressor locus on 6q23-25. However, no single gene has yet been implicated within this 30 Mb region. Discovering the genetic and epigenetic events that affect LC risk and development will lead to better methods for risk assessment, early detection and treatment.
Methods: Genome-wide genes disrupted by two-hit inactivation were identified by combining gene dosage, DNA methylation, and gene expression assays for a group of lung adenocarcinomas (AC) and adjacent non-malignant tissues. Gene expression, DNA hypermethylation and/or copy number aberrations were validated in data from AC, squamous cell carcinoma (SqCC), and pre-malignant lesions by querying other cohorts using gene-specific and whole-genome approaches. The role of DNA methylation in gene silencing was assessed using inhibition of DNMT by 5′-azacytidine. The association of allelic variants with LC risk was investigated in 193 familial LC cases and 213 controls collected by the Genetic Epidemiology of Lung Cancer Consortium (GELCC) using a Cochrane-Armitage trend test. The association of gene expression with prognosis was performed on public data using a Mantel-Cox log test. Stable mRNA knock-downs were generated using lentiviral delivery of a gene-specific shRNA, and apoptotic cells were counted using Annexin5/propidium iodide staining.
Results: Integration of AC gene dosage, DNA methylation and mRNA expression showed EYA4 to be frequently affected by two-hits and significantly down-regulated. Quantitative PCR techniques confirmed that EYA4 was hypermethylated (46%) and down-regulated (72%), validating our microarray results. A direct link between EYA4 methylation and expression was verified by restoration of expression after 5′-azacytidine treatment in methylated cell lines. Congruent with EYA family member function, in vitro assays revealed that EYA4 knock-down cells displayed a decrease in the number of apoptotic cells - a hallmark of cancer. Further investigations led to the discovery of frequent EYA4 disruption in SqCC and pre-neoplastic tissue. The GELCC dataset was examined to assess EYA4 allelotype association with familial risk. Doing so revealed that numerous EYA4 variants are associated with increased risk. Finally, the association of EYA4 expression with survival was investigated along with other somatically altered genes at 6q23-25. Of these genes, low EYA4 expression was found to be the most significantly associated with poor prognosis.
Conclusions: EYA4 is a frequently disrupted gene that maps to a locus previously associated with cancer risk. It is implicated in somatic as well as familial cancers, and is likely a tumor suppressor gene with apoptotic functions. The direct association of EYA4 with risk and survival underscores its relevance on a clinical level.
Citation Format: {Authors}. {Abstract title} [abstract]. In: Proceedings of the 101st Annual Meeting of the American Association for Cancer Research; 2010 Apr 17-21; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2010;70(8 Suppl):Abstract nr LB-346.
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Affiliation(s)
- Ian M. Wilson
- 1University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Emily A. Vucic
- 1University of British Columbia, Vancouver, British Columbia, Canada
| | - Raj Chari
- 1University of British Columbia, Vancouver, British Columbia, Canada
| | - Yu-An Zhang
- 2University of Texas Southwestern, Dallas, TX
| | - Ming You
- 3University of Toronto, Toronto, Ontario, Canada
| | | | - Stephen Lam
- 4BC Cancer Agency, Vancouver, British Columbia, Canada
| | - Adi Gazdar
- 2University of Texas Southwestern, Dallas, TX
| | - Wan L. Lam
- 4BC Cancer Agency, Vancouver, British Columbia, Canada
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Abstract
The structure and sequence of the genome is immensely variable in the human population. Segmental copy number variants (CNVs) contribute to the extensive phenotypic diversity among humans and have been shown to associate with disease susceptibility. In this article, we provide a detailed review of human genetic variations and the experimental approaches used to discover, catalog, and genotype CNVs.
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Affiliation(s)
- Emily A Vucic
- Department of Cancer Genetics and Developmental Biology, British Columbia Cancer Research Centre, Vancouver, BC, Canada
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Abstract
The identification of DNA methylation patterns is a common procedure in the study of epigenetics, as methylation is known to have significant effects on gene expression, and is involved with normal development as well as disease. Thus, the ability to discriminate between methylated DNA and non-methylated DNA is essential for generating methylation profiles for such studies. Methylated DNA immunoprecipitation (MeDIP) is an efficient technique for the extraction of methylated DNA from a sample of interest. A sample of as little as 200 ng of DNA is sufficient for the antibody, or immunoprecipitation (IP), reaction. DNA is sonicated into fragments ranging in size from 300-1000 bp, and is divided into immunoprecipitated (IP) and input (IN) portions. IP DNA is subsequently heat denatured and then incubated with anti-5'mC, allowing the monoclonal antibody to bind methylated DNA. After this, magnetic beads containing a secondary antibody with affinity for the primary antibody are added, and incubated. These bead-linked antibodies will bind the monoclonal antibody used in the first step. DNA bound to the antibody complex (methylated DNA) is separated from the rest of the DNA by using a magnet to pull the complexes out of solution. Several washes using IP buffer are then performed to remove the unbound, non-methylated DNA. The methylated DNA/antibody complexes are then digested with Proteinase K to digest the antibodies leaving only the methylated DNA intact. The enriched DNA is purified by phenol:chloroform extraction to remove the protein matter and then precipitated and resuspended in water for later use. PCR techniques can be used to validate the efficiency of the MeDIP procedure by analyzing the amplification products of IP and IN DNA for regions known to lack and known to contain methylated sequences. The purified methylated DNA can then be used for locus-specific (PCR) or genome-wide (microarray and sequencing) methylation studies, and is particularly useful when applied in conjunction with other research tools such as gene expression profiling and array comparative genome hybridization (CGH). Further investigation into DNA methylation will lead to the discovery of new epigenetic targets, which in turn, may be useful in developing new therapeutic or prognostic research tools for diseases such as cancer that are characterized by aberrantly methylated DNA.
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Affiliation(s)
- Kelsie L Thu
- Department of Cancer Genetics and Developmental Biology, BC Cancer Research Centre, Canada
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Abstract
Alteration in epigenetic regulation of gene expression is a common event in human cancer and developmental disease. CpG island hypermethylation and consequent gene silencing is observed for many genes involved in a diverse range of functions and pathways that become deregulated in the disease state. Comparative profiling of the methylome is therefore useful in disease gene discovery. The ability to identify epigenetic alterations on a global scale is imperative to understanding the patterns of gene silencing that parallel disease progression. Methylated DNA immunoprecipitation (MeDIP) is a technique that isolates methylated DNA fragments by immunoprecipitating with 5'-methylcytosine-specific antibodies. The enriched methylated DNA can then be analyzed in a locus-specific manner using PCR assay or in a genome-wide fashion by comparative genomic hybridization against a sample without MeDIP enrichment. This article describes the detailed protocol for MeDIP and hybridization of MeDIP DNA to a whole-genome tiling path BAC array.
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Chari R, Coe BP, Wedseltoft C, Benetti M, Wilson IM, Vucic EA, MacAulay C, Ng RT, Lam WL. SIGMA2: a system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. BMC Bioinformatics 2008; 9:422. [PMID: 18840289 PMCID: PMC2571113 DOI: 10.1186/1471-2105-9-422] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2008] [Accepted: 10/07/2008] [Indexed: 12/19/2022] Open
Abstract
Background High throughput microarray technologies have afforded the investigation of genomes, epigenomes, and transcriptomes at unprecedented resolution. However, software packages to handle, analyze, and visualize data from these multiple 'omics disciplines have not been adequately developed. Results Here, we present SIGMA2, a system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. Multi-dimensional datasets can be simultaneously visualized and analyzed with respect to each dimension, allowing combinatorial integration of the different assays belonging to the different 'omics. Conclusion The identification of genes altered at multiple levels such as copy number, loss of heterozygosity (LOH), DNA methylation and the detection of consequential changes in gene expression can be concertedly performed, establishing SIGMA2 as a novel tool to facilitate the high throughput systems biology analysis of cancer.
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Affiliation(s)
- Raj Chari
- Department of Cancer Genetics and Developmental Biology, BC Cancer Agency Research Centre, Vancouver, BC, Canada.
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Abstract
Alteration in epigenetic regulation of gene expression is a frequent event in human cancer. CpG island hypermethylation and downregulation is observed for many genes involved in a diverse range of functions and pathways that become deregulated in cancer. Paradoxically, global hypomethylation is a hallmark of almost all human cancers. Methylation profiles can be used as molecular markers to distinguish subtypes of cancers and potentially as predictors of disease outcome and treatment response. The role of epigenetics in diagnosis and treatment is likely to increase as mechanisms leading to the transcriptional silencing of genes involved in human cancers are revealed. Drugs that inhibit methylation are used both as a research tool to assess reactivation of genes silenced in cancer by hypermethylation and in the treatment of some hematological malignancies. Multidimensional analysis, evaluating genetic and epigenetic alterations on a global and locus-specific scale in human cancer, is imperative to understand mechanisms driving changes in gene dosage, and as a means towards identifying pathways driving cancer initiation and progression.
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Affiliation(s)
- Emily A Vucic
- British Columbia Cancer Research Centre, Department of Cancer Genetics and Developmental Biology, 675 West 10th Avenue, V5Z 1L3, Vancouver, BC, Canada.
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