1
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Roy Chaudhuri T, Lin Q, Stachowiak EK, Rosario SR, Spernyak JA, Ma WW, Stachowiak MK, Greene MK, Quinn GP, McDade SS, Clynes M, Scott CJ, Straubinger RM. Dual-Hit Strategy for Therapeutic Targeting of Pancreatic Cancer in Patient-Derived Xenograft Tumors. Clin Cancer Res 2024; 30:1367-1381. [PMID: 38270582 PMCID: PMC11019863 DOI: 10.1158/1078-0432.ccr-23-0131] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 06/21/2023] [Accepted: 01/23/2024] [Indexed: 01/26/2024]
Abstract
PURPOSE Paracrine activation of pro-fibrotic hedgehog (HH) signaling in pancreatic ductal adenocarcinoma (PDAC) results in stromal amplification that compromises tumor drug delivery, efficacy, and patient survival. Interdiction of HH-mediated tumor-stroma crosstalk with smoothened (SMO) inhibitors (SHHi) "primes" PDAC patient-derived xenograft (PDX) tumors for increased drug delivery by transiently increasing vascular patency/permeability, and thereby macromolecule delivery. However, patient tumor isolates vary in their responsiveness, and responders show co-induction of epithelial-mesenchymal transition (EMT). We aimed to identify the signal derangements responsible for EMT induction and reverse them and devise approaches to stratify SHHi-responsive tumors noninvasively based on clinically-quantifiable parameters. EXPERIMENTAL DESIGN Animals underwent diffusion-weighted magnetic resonance (DW-MR) imaging for measurement of intratumor diffusivity. In parallel, tissue-level deposition of nanoparticle probes was quantified as a marker of vascular permeability/perfusion. Transcriptomic and bioinformatic analysis was employed to investigate SHHi-induced gene reprogramming and identify key "nodes" responsible for EMT induction. RESULTS Multiple patient tumor isolates responded to short-term SHH inhibitor exposure with increased vascular patency and permeability, with proportionate increases in tumor diffusivity. Nonresponding PDXs did not. SHHi-treated tumors showed elevated FGF drive and distinctly higher nuclear localization of fibroblast growth factor receptor (FGFR1) in EMT-polarized tumor cells. Pan-FGFR inhibitor NVP-BGJ398 (Infigratinib) reversed the SHHi-induced EMT marker expression and nuclear FGFR1 accumulation without compromising the enhanced permeability effect. CONCLUSIONS This dual-hit strategy of SMO and FGFR inhibition provides a clinically-translatable approach to compromise the profound impermeability of PDAC tumors. Furthermore, clinical deployment of DW-MR imaging could fulfill the essential clinical-translational requirement for patient stratification.
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Affiliation(s)
- Tista Roy Chaudhuri
- Department of Pharmaceutical Sciences, University at
Buffalo, State University of New York, Buffalo, NY 14214
| | - Qingxiang Lin
- Department of Cell Stress Biology, Roswell Park
Comprehensive Cancer Center, Buffalo, NY 14263
| | - Ewa K. Stachowiak
- Department of Pathology and Anatomical Sciences, University
at Buffalo, State University of New York, Buffalo, NY 14214
| | - Spencer R. Rosario
- Department of Bioinformatics and Biostatistics, Roswell
Park Comprehensive Cancer Center, Buffalo, NY 14263
| | - Joseph A. Spernyak
- Department of Cell Stress Biology, Roswell Park
Comprehensive Cancer Center, Buffalo, NY 14263
| | - Wen Wee Ma
- Department of Hematology and Oncology, Taussig Cancer
Institute, Cleveland Clinic, Cleveland, OH, 44106
| | - Michal K. Stachowiak
- Department of Pathology and Anatomical Sciences, University
at Buffalo, State University of New York, Buffalo, NY 14214
| | - Michelle K. Greene
- The Patrick G Johnston Centre for Cancer Research, School
of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast,
Belfast BT9 7AE, UK
| | - Gerard P. Quinn
- The Patrick G Johnston Centre for Cancer Research, School
of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast,
Belfast BT9 7AE, UK
| | - Simon S. McDade
- The Patrick G Johnston Centre for Cancer Research, School
of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast,
Belfast BT9 7AE, UK
| | - Martin Clynes
- The National Institute for Cellular Biotechnology, Dublin
City University, Glasnevin 9, Dublin, Ireland
| | - Christopher J. Scott
- The Patrick G Johnston Centre for Cancer Research, School
of Medicine, Dentistry and Biomedical Sciences, Queen’s University Belfast,
Belfast BT9 7AE, UK
| | - Robert M. Straubinger
- Department of Pharmaceutical Sciences, University at
Buffalo, State University of New York, Buffalo, NY 14214
- Department of Cell Stress Biology, Roswell Park
Comprehensive Cancer Center, Buffalo, NY 14263
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2
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McDermott MSJ, Browne BC, Conlon NT, O'Brien NA, Slamon DJ, Henry M, Meleady P, Clynes M, Dowling P, Crown J, O'Donovan N. Correction: PP2A inhibition overcomes acquired resistance to HER2 targeted therapy. Mol Cancer 2023; 22:175. [PMID: 37915024 PMCID: PMC10614316 DOI: 10.1186/s12943-023-01890-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023] Open
Affiliation(s)
- Martina S J McDermott
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Brigid C Browne
- Cancer Research Program, The Kinghorn Cancer Centre, Garvan Institute of Medical Research Sydney, Sydney, NSW, Australia
| | - Neil T Conlon
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Neil A O'Brien
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Dennis J Slamon
- Division of Hematology-Oncology, Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Michael Henry
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paul Dowling
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
- Department of Biology, National University of Ireland, Maynooth, Maynooth, Co, Kildare, Ireland
| | - John Crown
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
- Department of Medical Oncology, St Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Norma O'Donovan
- Molecular Therapeutics for Cancer Ireland, National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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3
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Allen-Coyle TJ, Niu J, Welsch E, Conlon NT, Garner W, Clynes M, O'Sullivan F, Straubinger RM, Mager DE, Roche S. FOLFIRINOX Pharmacodynamic Interactions in 2D and 3D Pancreatic Cancer Cell Cultures. AAPS J 2022; 24:108. [PMID: 36229752 DOI: 10.1208/s12248-022-00752-8] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/02/2022] [Indexed: 11/24/2022] Open
Abstract
The multi-drug combination regime, FOLFIRINOX, is a standard of care chemotherapeutic therapy for pancreatic cancer patients. However, systematic evaluation of potential pharmacodynamic interactions among multi-drug therapy has not been reported previously. Here, pharmacodynamic interactions of the FOLFIRINOX agents (5-fluorouracil (5-FU), oxaliplatin (Oxa) and SN-38, the active metabolite of irinotecan) were assessed across a panel of primary and established pancreatic cancer cells. Inhibition of cell proliferation was quantified for each drug, alone and in combination, to obtain quantitative, drug-specific interaction parameters and assess the nature of drug interactions. The experimental data were analysed assuming Bliss independent interactions, and nonlinear regression model fitting was conducted in SAS. Estimates of the drug interaction term, psi (ψ), revealed that the Oxa/SN-38 combination appeared synergistic in PANC-1 (ψ = 0.6, 95% CI = 0.4, 0.9) and modestly synergistic, close to additive, in MIAPaCa-2 (ψ = 0.8, 95% CI = 0.6, 1.0) in 2D assays. The triple combination was strongly synergistic in MIAPaCa-2 (ψ = 0.2, 95% CI = 0.1, 0.3) and modestly synergistic/borderline additive in PANC-1 2D (ψ = 0.8, 95% CI = 0.6, 1.0). The triple combination showed antagonistic interactions in the primary PIN-127 and 3D PANC-1 model (ψ > 1). Quantitative pharmacodynamic interactions have not been described for the FOLFIRINOX regimen; this analysis suggests a complex interplay among the three chemotherapeutic agents. Extension of this pharmacodynamic analysis approach to clinical/translational studies of the FOLFIRINOX combination could reveal additional pharmacodynamic interactions and guide further refinement of this regimen to achieve optimal clinical responses.
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Affiliation(s)
- Taylor J Allen-Coyle
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland. .,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.
| | - Jin Niu
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Eva Welsch
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Neil T Conlon
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
| | - Weylon Garner
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA
| | - Martin Clynes
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland.,Pancreatic Cancer Research Fund UK (PCRF), London, UK
| | - Finbarr O'Sullivan
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Departments of Pharmacology & Therapeutics, and Cell Stress Biology, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Donald E Mager
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, New York, Albany, USA.,Enhanced Pharmacodynamics, LLC, Buffalo, New York, USA
| | - Sandra Roche
- SSPC, The SFI Research Centre for Pharmaceuticals, Limerick, Ireland
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4
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Efeoglu E, Henry M, Clynes M, Meleady P. Label-Free Quantitative Proteomics Analysis of Adriamycin Selected Multidrug Resistant Human Lung Cancer Cells. Biomolecules 2022; 12:biom12101401. [PMID: 36291610 PMCID: PMC9599763 DOI: 10.3390/biom12101401] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/23/2022] [Accepted: 09/28/2022] [Indexed: 11/24/2022] Open
Abstract
The development of drug resistance in lung cancer is a major clinical challenge, leading to a 5-year survival rate of only 18%. Therefore, unravelling the mechanisms of drug resistance and developing novel therapeutic strategies is of crucial importance. This study systematically explores the novel biomarkers of drug resistance using a lung cancer model (DLKP) with a series of drug-resistant variants. In-depth label-free quantitative mass spectrometry-based proteomics and gene ontology analysis shows that parental DLKP cells significantly differ from drug-resistant variants, and the cellular proteome changes even among the drug-resistant subpopulations. Overall, ABC transporter proteins and lipid metabolism were determined to play a significant role in the formation of drug resistance in DKLP cells. A series of membrane-related proteins such as HMOX1, TMB1, EPHX2 and NEU1 were identified to be correlated with levels of drug resistance in the DLKP subpopulations. The study also showed enrichment in biological processes and molecular functions such as drug metabolism, cellular response to the drug and drug binding. In gene ontology analysis, 18 proteins were determined to be positively or negatively correlated with resistance levels. Overall, 34 proteins which potentially have a therapeutic and diagnostic value were identified.
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Affiliation(s)
- Esen Efeoglu
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland
- SSPC, The Science Foundation Ireland Research Centre for Pharmaceuticals, V94 T9PX Limerick, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland
- SSPC, The Science Foundation Ireland Research Centre for Pharmaceuticals, V94 T9PX Limerick, Ireland
- School of Biotechnology, Dublin City University, D09 E432 Dublin, Ireland
- Correspondence: ; Tel.: +353-1-7005910
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5
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Bryan L, Henry M, Kelly RM, Frye CC, Osborne MD, Clynes M, Meleady P. Mapping the molecular basis for growth related phenotypes in industrial producer CHO cell lines using differential proteomic analysis. BMC Biotechnol 2021; 21:43. [PMID: 34301236 PMCID: PMC8305936 DOI: 10.1186/s12896-021-00704-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 03/24/2021] [Accepted: 06/23/2021] [Indexed: 11/24/2022] Open
Abstract
Background The ability to achieve high peak viable cell density earlier in CHO cell culture and maintain an extended cell viability throughout the production process is highly desirable to increase recombinant protein yields, reduce host cell impurities for downstream processing and reduce the cost of goods. In this study we implemented label-free LC-MS/MS proteomic profiling of IgG4 producing CHO cell lines throughout the duration of the cell culture to identify differentially expressed (DE) proteins and intracellular pathways associated with the high peak viable cell density (VCD) and extended culture VCD phenotypes. Results We identified key pathways in DNA replication, mitotic cell cycle and evasion of p53 mediated apoptosis in high peak VCD clonally derived cell lines (CDCLs). ER to Golgi vesicle mediated transport was found to be highly expressed in extended culture VCD CDCLs while networks involving endocytosis and oxidative stress response were significantly downregulated. Conclusion This investigation highlights key pathways for targeted engineering to generate desirable CHO cell phenotypes for biotherapeutic production. Supplementary Information The online version contains supplementary material available at 10.1186/s12896-021-00704-8.
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Affiliation(s)
- Laura Bryan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Ronan M Kelly
- Eli Lilly and Company, LTC-North, 1200 Kentucky Avenue, Indianapolis, IN, 46225, USA
| | - Christopher C Frye
- Eli Lilly and Company, LTC-North, 1200 Kentucky Avenue, Indianapolis, IN, 46225, USA
| | | | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
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6
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Bryan L, Henry M, Barron N, Gallagher C, Kelly RM, Frye CC, Osborne MD, Clynes M, Meleady P. Differential expression of miRNAs and functional role of mir-200a in high and low productivity CHO cells expressing an Fc fusion protein. Biotechnol Lett 2021; 43:1551-1563. [PMID: 34131805 PMCID: PMC8254715 DOI: 10.1007/s10529-021-03153-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 03/19/2021] [Accepted: 06/05/2021] [Indexed: 12/27/2022]
Abstract
Objectives We used miRNA and proteomic profiling to understand intracellular pathways that contribute to high and low specific productivity (Qp) phenotypes in CHO clonally derived cell lines (CDCLs) from the same cell line generation project. Results Differentially expressed (DE) miRNAs were identified which are predicted to target several proteins associated with protein folding. MiR-200a was found to have a number of predicted targets associated with the unfolded protein response (UPR) which were shown to have decreased expression in high Qp CDCLs and have no detected change at the mRNA level. MiR-200a overexpression in a CHO CDCL was found to increase recombinant protein titer by 1.2 fold and Qp by 1.8 fold. Conclusion These results may suggest a role for miR-200a in post-transcriptional regulation of the UPR, presenting miR-200a as a potential target for engineering industrially attractive CHO cell phenotypes. Supplementary Information The online version contains supplementary material available at 10.1007/s10529-021-03153-7.
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Affiliation(s)
- Laura Bryan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training, Dublin 4, Ireland.,School of Chemical and Bioprocess Engineering, University College Dublin, Belfield, Dublin 4, Ireland
| | - Clair Gallagher
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Ronan M Kelly
- Eli Lilly and Company, LTC-North, 1200 Kentucky Avenue, Indianapolis, IN, 46225, USA
| | - Christopher C Frye
- Eli Lilly and Company, LTC-North, 1200 Kentucky Avenue, Indianapolis, IN, 46225, USA
| | | | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
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7
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Martinez-Lopez JE, Coleman O, Meleady P, Clynes M. Transfection of miR-31* boosts oxidative phosphorylation metabolism in the mitochondria and enhances recombinant protein production in Chinese hamster ovary cells. J Biotechnol 2021; 333:86-96. [PMID: 33940052 DOI: 10.1016/j.jbiotec.2021.04.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 11/01/2020] [Revised: 04/27/2021] [Accepted: 04/28/2021] [Indexed: 02/07/2023]
Abstract
MicroRNAs are increasingly being used to enhance relevant pathways of interest during CHO cell line development and to optimise biopharmaceutical production processes. Previous studies have demonstrated that genetic manipulation of microRNAs has led to the development of highly productive phenotypes by increasing cell density through modifying the cell cycle, extending the culture lifespan by delaying apoptotic mechanisms, or improving the energetic flux by targeting mitochondrial metabolism. Re-programming mitochondrial metabolism has arisen as a potential area of interest due to the potential to decrease the Warburg effect and increase cell specific productivity with significant impact on the manufacture of recombinant therapeutic proteins. In this study, we have demonstrated a role for miR-31* to enhance specific productivity in CHO cells by boosting oxidative phosphorylation in the mitochondria. A detailed analysis of the mitochondrial metabolism revealed that miR-31* transfection increases basal oxygen consumption and spare respiratory capacity that leads to an increase in ATP production. Additionally, a proteomic analysis unveiled a number of potential targets involved in fatty acid metabolism and the TCA cycle, both implicated in mitochondrial metabolism. This data demonstrates a potential role for miR-31* to reprogramme the mitochondrial energetic metabolism and increase recombinant protein production in CHO cells.
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Affiliation(s)
- Jesus E Martinez-Lopez
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, D09 NR58, Ireland
| | - Orla Coleman
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, D09 NR58, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, D09 NR58, Ireland.
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, D09 NR58, Ireland
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Bryan L, Clynes M, Meleady P. The emerging role of cellular post-translational modifications in modulating growth and productivity of recombinant Chinese hamster ovary cells. Biotechnol Adv 2021; 49:107757. [PMID: 33895332 DOI: 10.1016/j.biotechadv.2021.107757] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 12/16/2020] [Revised: 04/19/2021] [Accepted: 04/19/2021] [Indexed: 02/06/2023]
Abstract
Chinese hamster ovary (CHO) cells are one of the most commonly used host cell lines used for the production human therapeutic proteins. Much research over the past two decades has focussed on improving the growth, titre and cell specific productivity of CHO cells and in turn lowering the costs associated with production of recombinant proteins. CHO cell engineering has become of particular interest in recent years following the publication of the CHO cell genome and the availability of data relating to the proteome, transcriptome and metabolome of CHO cells. However, data relating to the cellular post-translational modification (PTMs) which can affect the functionality of CHO cellular proteins has only begun to be presented in recent years. PTMs are important to many cellular processes and can further alter proteins by increasing the complexity of proteins and their interactions. In this review, we describe the research presented from CHO cells to date related on three of the most important PTMs; glycosylation, phosphorylation and ubiquitination.
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Affiliation(s)
- Laura Bryan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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9
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Keenan J, Meleady P, O'Doherty C, Henry M, Clynes M, Horgan K, Murphy R, O'Sullivan F. Copper toxicity of inflection point in human intestinal cell line Caco-2 dissected: influence of temporal expression patterns. In Vitro Cell Dev Biol Anim 2021; 57:359-371. [PMID: 33559028 DOI: 10.1007/s11626-020-00540-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 06/15/2020] [Accepted: 12/17/2020] [Indexed: 10/22/2022]
Abstract
We previously described a non-monotonic dose response curve at low copper concentrations where 3.125 μM CuSO4 (the early inflection point) was more toxic than 25 μM CuSO4 in Caco-2 cells. We employed global proteomics to investigate this observation. The altered expression levels of a small number of proteins displaying a temporal response may provide the best indication of the underlying mechanism; more well-known copper response proteins including the metal binding metallothioneins (MT1X, MT1F, MT2A) and antioxidant response proteins including Heme oxygenase were upregulated to a similar level in both copper concentrations and so are less likely to underpin this phenomenon.The temporal response proteins include Granulins, AN1-type zinc finger protein 2A (ZFAND2A), and the heat shock proteins (HSPA6 and HSPA1B). Granulins were decreased after 4 h only in 25 μM CuSO4 but from 24 h, were decreased in both copper concentrations to a similar level. Induction of ZFAND2A and increases in HSPA6 and HSPA1B were observed at 24 h only in 25 μM CuSO4 but were present at 48 h in both copper conditions. The early expression of ZFAND2A, HSPs, and higher levels of α-crystallin B (CRYAB) correlated with lower levels of misfolded proteins in 25 μM CuSO4 compared to 3.125 μM CuSO4 at 48 h. These results suggest that 3.125 μM CuSO4 at early time points was unable to activate the plethora of stress responses invoked by the higher copper concentration, paradoxically exposing the Caco-2 cells to higher levels of misfolded proteins and greater proteotoxic stress.
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Affiliation(s)
- Joanne Keenan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland.
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland
| | - Charles O'Doherty
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland
| | | | | | - Finbarr O'Sullivan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 09 W6Y4, Ireland
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10
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Fantoni NZ, Molphy Z, O'Carroll S, Menounou G, Mitrikas G, Krokidis MG, Chatgilialoglu C, Colleran J, Banasiak A, Clynes M, Roche S, Kelly S, McKee V, Kellett A. Cover Feature: Polypyridyl‐Based Copper Phenanthrene Complexes: Combining Stability with Enhanced DNA Recognition (Chem. Eur. J. 3/2021). Chemistry 2021. [DOI: 10.1002/chem.202003314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Nicoló Zuin Fantoni
- School of Chemical Sciences and National Institute for Cellular, Biotechnology Dublin City University Glasnevin, Dublin 9 Ireland
- Nicolò Zuin Fantoni—Chemistry Research Laboratory University of Oxford 12 Mansfield Road Oxford OX1 3TA UK
| | - Zara Molphy
- School of Chemical Sciences and National Institute for Cellular, Biotechnology Dublin City University Glasnevin, Dublin 9 Ireland
- SSPC, the SFI Research Centre for Pharmaceuticals School of Chemical Sciences Dublin City University Dublin 9 Ireland
| | - Sinéad O'Carroll
- School of Chemical Sciences and National Institute for Cellular, Biotechnology Dublin City University Glasnevin, Dublin 9 Ireland
| | - Georgia Menounou
- Consiglio Nazionale delle Ricerche ISOF Via P. Gobetti 101 40129 Bologna Italy
| | - George Mitrikas
- Institute of Nanoscience and Nanotechnology Demokritos NCSR “Demokritos” Agia Paraskevi Attikis, 153 10 Athens Greece
| | - Marios G. Krokidis
- Institute of Nanoscience and Nanotechnology Demokritos NCSR “Demokritos” Agia Paraskevi Attikis, 153 10 Athens Greece
| | | | - John Colleran
- School of Chemical and Pharmaceutical Sciences TU Dublin Kevin Street Dublin 8 Ireland
- Applied Electrochemistry Group Focas Research Institute TU Dublin Camden Row Dublin 8 Ireland
| | - Anna Banasiak
- Applied Electrochemistry Group Focas Research Institute TU Dublin Camden Row Dublin 8 Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology Dublin City University Dublin 9 Ireland
| | - Sandra Roche
- National Institute for Cellular Biotechnology Dublin City University Dublin 9 Ireland
| | - Suainibhe Kelly
- National Institute for Cellular Biotechnology Dublin City University Dublin 9 Ireland
| | - Vickie McKee
- School of Chemical Sciences and National Institute for Cellular, Biotechnology Dublin City University Glasnevin, Dublin 9 Ireland
- Department of Physics, Chemistry and Pharmacy University of Southern Denmark Campusvej 55 5230 Odense M Denmark
| | - Andrew Kellett
- School of Chemical Sciences and National Institute for Cellular, Biotechnology Dublin City University Glasnevin, Dublin 9 Ireland
- SSPC, the SFI Research Centre for Pharmaceuticals School of Chemical Sciences Dublin City University Dublin 9 Ireland
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11
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Bryan L, Henry M, Kelly RM, Lloyd M, Frye CC, Osborne MD, Clynes M, Meleady P. Global phosphoproteomic study of high/low specific productivity industrially relevant mAb producing recombinant CHO cell lines. Current Research in Biotechnology 2021. [DOI: 10.1016/j.crbiot.2021.02.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
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12
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Nelson SR, Roche S, Cotter M, Garcia PA, Reitmeier D, Zollbrecht E, O'Neill F, Clynes M, Doolan P, Mehta JP, Swan N, Larkin A, Walsh N. Genomic Profiling and Functional Analysis of let-7c miRNA-mRNA Interactions Identify SOX13 to Be Involved in Invasion and Progression of Pancreatic Cancer. J Oncol 2020; 2020:2951921. [PMID: 33424970 PMCID: PMC7775161 DOI: 10.1155/2020/2951921] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 12/01/2020] [Accepted: 12/11/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Pancreatic cancer is a devastating disease; its lethality is related to rapid growth and tendency to invade adjacent organs and metastasize at an early stage. OBJECTIVE The aim of this study was to identify miRNAs and their gene targets involved in the invasive phenotype in pancreatic cancer to better understand the biological behaviour and the rapid progression of this disease. METHODS miRNA profiling was performed in isogenic matched high invasive and low-invasive subclones derived from the MiaPaCa-2 cell line and validated in a panel of pancreatic cancer cell lines, tumour, and normal pancreas. Online miRNA target prediction algorithms and gene expression arrays were used to predict the target genes of the differentially expressed miRNAs. miRNAs and potential target genes were subjected to overexpression and knockdown approaches and downstream functional assays to determine their pathological role in pancreatic cancer. RESULTS Differential expression analysis revealed 10 significantly dysregulated miRNAs associated with invasive capacity (Student's t-tests; P value <0.05; fold change = ±2). The expression of top upregulated miR-135b and downregulated let-7c miRNAs correlated with the invasive abilities of eight pancreatic cancer cell lines and displayed differential expression in pancreatic cancer and adjacent normal tissue specimens. Ectopic overexpression of let-7c decreased proliferation, invasion, and colony formation. Integrated analysis of miRNA-mRNA using in silico algorithms and experimental validation databases identified four putative gene targets of let-7c. One of these targets, SOX13, was found to be upregulated in PDAC tumour compared with normal tissue in TCGA and an independent data set by qPCR and immunohistochemistry. RNAi knockdown of SOX13 reduced the invasion and colony formation ability of pancreatic cancer cells. CONCLUSION The identification of key miRNA-mRNA gene interactions and networks provide potential diagnostic and therapeutic strategies for better treatment options for pancreatic cancer patients.
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Affiliation(s)
- Shannon R. Nelson
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Sandra Roche
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Maura Cotter
- Histopathology Department, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - Pablo Anton Garcia
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Daniela Reitmeier
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Elisabeth Zollbrecht
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Fiona O'Neill
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Padraig Doolan
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Jai P. Mehta
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Niall Swan
- Histopathology Department, St. Vincent's University Hospital, Elm Park, Dublin 4, Ireland
| | - AnneMarie Larkin
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Naomi Walsh
- National Institute for Cellular Biotechnology, School of Biotechnology, Dublin City University, Dublin 9, Ireland
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13
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Allen-Coyle T, Niu J, Welsch E, O'Neill F, Clynes M, O'Sullivan F, Mager DE, Straubinger RM, Roche S. Abstract PO-028: Could pharmacodynamic modelling of FOLFIRINOX lead to more therapeutically advantageous treatment of pancreatic cancer? Cancer Res 2020. [DOI: 10.1158/1538-7445.panca20-po-028] [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
Pancreatic cancer is one of the most fatal human cancers with a 5-year survival rate of approximately 6%. Pancreatic Ductal Adenocarcinoma (PDAC) is the predominant (~90%) histological type among pancreatic cancers. The poor prognosis of PDAC is due to a combination of factors including late stage diagnosis at a locally advanced or metastatic stage, due to its asymptomatic progression. PDAC is a highly chemoresistant malignancy owing to its genetic heterogeneity and dense stromal environment. FOLFIRINOX (FFX) is a combinatorial chemotherapeutic approach consisting of 5-Fluorouracil (5-FU)/Leucovorin (LV), Irinotecan and Oxaliplatin, and is a first-line treatment option for pancreatic cancer patients. Despite its superior clinical benefit for the treatment of metastatic PDAC compared to gemcitabine, its high toxicity profile limits its use to patients with high performance status. In-depth pharmacodynamic (PD) modelling of the interactions between the individual agents of the regimen is required. Here, the effect of the FFX regime was investigated using both established and primary pancreatic cancer cell-lines cultured as 2D and 3D models. Cells were exposed to a concentration range of each agent in single, double and triple combinations. Cell viability assayed after 5 days. The addition of LV to 5-FU had no effect in vitro in Panc-1, Mia-PaCa-2 and primary PT99 cells, and was excluded from further analysis. The active metabolite of Irinotecan, SN-38, was used in-vitro. The Bliss Independent method was used to fit the cell viability data for all cell lines using SAS 9.4 software. A psi value less than 1 suggests synergistic interactions. Of 4 cell lines tested, MIA-PaCa-2 cells were the most sensitive to the agents of the FFX regimen, with the triple combination demonstrating synergistic interactions with a psi value of 0.036. However, in Panc-1, BxPC-3 and PT127 cells the triple combination was antagonistic, with psi values of 5.167, 3.598 and 5.349 respectively. For the double combination, Ox + SN-38 was shown to have synergistic interactions in 3 of 4 cell lines. The 5-FU + SN-38 and 5-FU + Ox combinations were synergistic in 3 of 4 cell lines. The differences in cellular response observed between the cell lines mirrors the heterogeneity of patients in the clinic and highlights the importance of mathematical modelling to better understand the PD interactions of multidrug treatment regimens. While the triple combinations were determined as antagonistic, meaning the net effect is less than the additive effect of individual agents, it still resulted in greater cell kill than any agent alone. Therefore despite findings of antagonism this further supports the need for all 3 drugs. In conclusion, the results suggest a complex interplay between the three agents, and the PD data could be used to assess whether lower doses and/or alternate dosing schedules would be feasible. This potentially translatable finding may result in FFX being available to more PDAC patients.
Citation Format: Taylor Allen-Coyle, Jin Niu, Eva Welsch, Fiona O'Neill, Martin Clynes, Finbarr O'Sullivan, Donald E. Mager, Robert M. Straubinger, Sandra Roche. Could pharmacodynamic modelling of FOLFIRINOX lead to more therapeutically advantageous treatment of pancreatic cancer? [abstract]. In: Proceedings of the AACR Virtual Special Conference on Pancreatic Cancer; 2020 Sep 29-30. Philadelphia (PA): AACR; Cancer Res 2020;80(22 Suppl):Abstract nr PO-028.
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Affiliation(s)
| | - Jin Niu
- 2University at Buffalo, New York, New York, America
| | - Eva Welsch
- 1Dublin City University, Dublin, Ireland,
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14
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Costello A, Parker J, Clynes M, Murphy R. Development of whole-cell and cell-free biosensors for the detection and differentiation of organic and inorganic forms of copper. Metallomics 2020; 12:1729-1734. [PMID: 33029604 DOI: 10.1039/d0mt00146e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The modern world has seen exposure of bacterial communities to toxic metals at selective levels. This manifests itself both intentionally, through medicines and un-intentionally through waste streams. There is growing concern that selective exposure to metals may be linked to microbial resistance to antibiotics. For a microbe to become resistant to a specific metal it must first come in contact with it. The transition metal copper has the ability to enter bacterial cells without need for a copper specific uptake mechanism. Copper is commonly used as an antimicrobial in the healthcare industry, consumer products and as a growth promoter of livestock in the agricultural sector. Here we report a study into the uptake of different organic and inorganic sources of copper. A whole-cell bacterial biosensor was developed to quantify the specific uptake of copper from various sources. Furthermore, a cell-free sensor was utilized to investigate the response to copper sources when uptake is eliminated as a factor. The data within suggest inorganic copper to have greatly reduced uptake compared to organic sources and that there is significant difference between copper oxides, Cu2O and CuO.
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Affiliation(s)
- Alan Costello
- National Institute for Cellular Biotechnology and SSPC-SFI Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland.
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15
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Fantoni NZ, Molphy Z, O'Carroll S, Menounou G, Mitrikas G, Krokidis MG, Chatgilialoglu C, Colleran J, Banasiak A, Clynes M, Roche S, Kelly S, McKee V, Kellett A. Polypyridyl-Based Copper Phenanthrene Complexes: Combining Stability with Enhanced DNA Recognition. Chemistry 2020; 27:971-983. [PMID: 32519773 DOI: 10.1002/chem.202001996] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [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: 04/23/2020] [Revised: 06/09/2020] [Indexed: 02/06/2023]
Abstract
We report a series of copper(II) artificial metallo-nucleases (AMNs) and demonstrate their DNA damaging properties and in-vitro cytotoxicity against human-derived pancreatic cancer cells. The compounds combine a tris-chelating polypyridyl ligand, di-(2-pycolyl)amine (DPA), and a DNA intercalating phenanthrene unit. Their general formula is Cu-DPA-N,N' (where N,N'=1,10-phenanthroline (Phen), dipyridoquinoxaline (DPQ) or dipyridophenazine (DPPZ)). Characterisation was achieved by X-ray crystallography and continuous-wave EPR (cw-EPR), hyperfine sublevel correlation (HYSCORE) and Davies electron-nuclear double resonance (ENDOR) spectroscopies. The presence of the DPA ligand enhances solution stability and facilitates enhanced DNA recognition with apparent binding constants (Kapp ) rising from 105 to 107 m-1 with increasing extent of planar phenanthrene. Cu-DPA-DPPZ, the complex with greatest DNA binding and intercalation effects, recognises the minor groove of guanine-cytosine (G-C) rich sequences. Oxidative DNA damage also occurs in the minor groove and can be inhibited by superoxide and hydroxyl radical trapping agents. The complexes, particularly Cu-DPA-DPPZ, display promising anticancer activity against human pancreatic tumour cells with in-vitro results surpassing the clinical platinum(II) drug oxaliplatin.
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Affiliation(s)
- Nicoló Zuin Fantoni
- School of Chemical Sciences and National Institute for Cellular, Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland.,Nicolò Zuin Fantoni-Chemistry Research Laboratory, University of Oxford, 12 Mansfield Road, Oxford, OX1 3TA, UK
| | - Zara Molphy
- School of Chemical Sciences and National Institute for Cellular, Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland.,SSPC, the SFI Research Centre for Pharmaceuticals, School of Chemical Sciences, Dublin City University, Dublin, 9, Ireland
| | - Sinéad O'Carroll
- School of Chemical Sciences and National Institute for Cellular, Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland
| | - Georgia Menounou
- Consiglio Nazionale delle Ricerche, ISOF, Via P. Gobetti 101, 40129, Bologna, Italy
| | - George Mitrikas
- Institute of Nanoscience and Nanotechnology Demokritos, NCSR "Demokritos", Agia Paraskevi Attikis, 153, 10, Athens, Greece
| | - Marios G Krokidis
- Institute of Nanoscience and Nanotechnology Demokritos, NCSR "Demokritos", Agia Paraskevi Attikis, 153, 10, Athens, Greece
| | | | - John Colleran
- School of Chemical and Pharmaceutical Sciences, TU Dublin, Kevin Street, Dublin 8, Ireland.,Applied Electrochemistry Group, Focas Research Institute, TU Dublin, Camden Row, Dublin 8, Ireland
| | - Anna Banasiak
- Applied Electrochemistry Group, Focas Research Institute, TU Dublin, Camden Row, Dublin 8, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, 9, Ireland
| | - Sandra Roche
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, 9, Ireland
| | - Suainibhe Kelly
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, 9, Ireland
| | - Vickie McKee
- School of Chemical Sciences and National Institute for Cellular, Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland.,Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Andrew Kellett
- School of Chemical Sciences and National Institute for Cellular, Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland.,SSPC, the SFI Research Centre for Pharmaceuticals, School of Chemical Sciences, Dublin City University, Dublin, 9, Ireland
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16
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O'Doherty C, Keenan J, O'Neill F, Clynes M, Sinkunaite I, Horgan K, Murphy R, O'Sullivan F. Gene expression profiling of copper-resistant Caco-2 clones. Metallomics 2020; 12:1521-1529. [PMID: 32760989 DOI: 10.1039/d0mt00126k] [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: 11/21/2022]
Abstract
The Caco-2 cell line is composed of a heterogeneous mix of cells; isolation of individual clonal populations from this mix allows for specific mechanisms and phenotypes to be further explored. Previously we exposed Caco-2 cells to inorganic copper sulphate or organic copper proteinate to generate resistant variant populations. Here we describe the isolation and characterisation of clonal subpopulations from these resistant variants to organic (clone Or1, Or2, Or3) or inorganic (clone In1 and In2) copper. The clones show considerable homogeneity in response to Cu-induced toxicity and heterogeneity in morphology with variations in level of cross-resistance to other metals and doxorubicin. Population growth was reduced for Cu-resistant clones In2 and Or3 in selective pressure relative to parental Caco-2 cells. Gene expression analysis identified 4026 total (2102 unique and 1924 shared) differentially expressed genes including those involved in the MAP Kinase and Rap1 signalling pathways, and in the focal adhesion and ECM-receptor contact pathways. Gene expression changes common to all clones included upregulation of ANXA13 and GPx2. Our analysis additionally identified differential expression of multiple genes specific to copper proteinate exposure (including overexpressed UPK1B) in isolated clones Or1, Or2 and Or3 and CuSO4 exposure (including decreased AIFM2 expression) in isolated clones In1 and In2. The adaptive transcriptional responses established in this study indicate a cohort of genes, which may be involved in copper resistance regulation and chronic copper exposure.
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Affiliation(s)
- Charles O'Doherty
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
| | - Joanne Keenan
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
| | - Fiona O'Neill
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
| | - Martin Clynes
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
| | - Indre Sinkunaite
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co, Meath, Ireland
| | - Karina Horgan
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co, Meath, Ireland
| | - Richard Murphy
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co, Meath, Ireland
| | - Finbarr O'Sullivan
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
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17
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Roche S, O'Neill F, Swan N, Straubinger NL, Conlon NT, Murphy J, Conlon K, McDermott R, Meiller J, Geoghegan J, Moriarty M, Straubinger RM, Clynes M. Abstract 1678: Establishment and characterization by expression microarrays of a patient-derived xenograft biobank for human pancreatic adenocarcinoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1678] [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
Pancreatic cancer survival rate is poor, with a 5-year survival rate of 7% in the Republic of Ireland. Over the last 40 years, pancreatic cancer is one of the only solid tumor types to have minimal improvement in patient outcome. In Ireland, pancreatic cancer surgical resection is limited to two hospitals: Cork University Hospital and St Vincent's University Hospital (SVUH) in Dublin. In collaboration with SVUH, we have established Ireland's only pancreatic cancer patient-derived xenograft (PDX) biobank program. Tumor material from candidate patients following surgical resection was cold transferred and implanted subcutaneously into CB17/Icr-Prkdcscid mice. At time of implant and continuation of generations, snap frozen material was collected. Using miRNA and mRNA microarray technology, matched adjacent normal tissue, original tumor material and first generation (F1) PDX tumor material was interrogated. Differential expression analysis was carried out on all samples with comparisons of normal, tumor and F1 generation. Across all comparisons there were approximately 4000 genes and miRNAs found to be differential expressed. In focusing on genes that were upregulated in tumor samples compared to normal and further upregulated in the PDX F1 samples compared to the tumor samples, we identified 88 genes of interest. Biological processes such as cell division, mitotic cell cycle processes and cell cycle processes characterized a significant number of these genes. Two of the key genes of interest in this analysis were TSPAN1 and TPX2. TSPAN1 was upregulated 9.5-fold in tumor-normal comparison and upregulated a further 2.3-fold in the PDX F1 compared to the patient tumor. TPX2 was upregulated 4.4-fold in the tumor-normal comparison and a further 3.9-fold increase in the PDX tumor compared to patient tumor. TSPAN1 has previously been shown to increase the metastatic and invasive potential of pancreatic ductal adenocarcinoma cell lines. TPX2, a microtubule-associated protein, has been shown to reduce tumor growth in vivo when silenced. The pancreatic PDX biobank represents a versatile, expandable patient cohort for preclinical investigation. Analysis of gene expression profiles of normal vs tumor and tumor Vs PDX showed genes with associated tumor proliferation and aggressiveness.
Citation Format: Sandra Roche, Fiona O'Neill, Niall Swan, Ninfa L. Straubinger, Neil T. Conlon, Jean Murphy, Kevin Conlon, Ray McDermott, Justine Meiller, Justin Geoghegan, Michael Moriarty, Robert M. Straubinger, Martin Clynes. Establishment and characterization by expression microarrays of a patient-derived xenograft biobank for human pancreatic adenocarcinoma [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1678.
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Affiliation(s)
| | | | - Niall Swan
- 2St Vincent's University Hospital, Dublin 4, Ireland
| | | | | | - Jean Murphy
- 2St Vincent's University Hospital, Dublin 4, Ireland
| | - Kevin Conlon
- 2St Vincent's University Hospital, Dublin 4, Ireland
| | - Ray McDermott
- 2St Vincent's University Hospital, Dublin 4, Ireland
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18
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Abstract
INTRODUCTION Pancreatic ductal adenocarcinoma (PDAC), which represents approximately 80% of all pancreatic cancers, is a highly aggressive malignant disease and one of the most lethal among all cancers. Overall, the 5-year survival rate among all pancreatic cancer patients is less than 9%; these rates have shown little change over the past 30 years. A more comprehensive understanding of the molecular mechanisms underlying this complex disease is crucial to the development of new diagnostic tools for early detection and disease monitoring, as well as to identify new and more effective therapeutics to improve patient outcomes. AREA COVERED We summarize recent advances in proteomic strategies and mass spectrometry to identify new biomarkers for early detection and monitoring of disease progression, predict response to therapy, and to identify novel proteins that have the potential to be 'druggable' therapeutic targets. An overview of proteomic studies that have been conducted to further our mechanistic understanding of metastasis and chemotherapy resistance in PDAC disease progression will also be discussed. EXPERT COMMENTARY The results from these PDAC proteomic studies on a variety of PDAC sample types (e.g., blood, tissue, cell lines, exosomes, etc.) provide great promise of having a significant clinical impact and improving patient outcomes.
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Affiliation(s)
- Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
| | - Rozana Abdul Rahman
- St. Vincent's University Hospital , Dublin, Ireland.,St. Luke's Hospital , Dublin, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland.,St. Luke's Hospital , Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University , Dublin, Ireland
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19
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Johnston MC, Nicoll JA, Redmond KM, Smyth P, Greene MK, McDaid WJ, Chan DKW, Crawford N, Stott KJ, Fox JP, Straubinger NL, Roche S, Clynes M, Straubinger RM, Longley DB, Scott CJ. DR5-targeted, chemotherapeutic drug-loaded nanoparticles induce apoptosis and tumor regression in pancreatic cancer in vivo models. J Control Release 2020; 324:610-619. [PMID: 32504778 PMCID: PMC7429293 DOI: 10.1016/j.jconrel.2020.05.046] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [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: 02/25/2020] [Revised: 05/18/2020] [Accepted: 05/28/2020] [Indexed: 12/31/2022]
Abstract
Pancreatic cancer is usually advanced and drug resistant at diagnosis. A potential therapeutic approach outlined here uses nanoparticle (NP)-based drug carriers, which have unique properties that enhance intra-tumor drug exposure and reduce systemic toxicity of encapsulated drugs. Here we report that patients whose pancreatic cancers express elevated levels of Death Receptor 5 (DR5) and its downstream regulators/effectors FLIP, Caspase-8, and FADD had particularly poor prognoses. To take advantage of elevated expression of this pathway, we designed drug-loaded NPs with a surface-conjugated αDR5 antibody (AMG 655). Binding and clustering of the DR5 is a prerequisite for efficient apoptosis initiation, and the αDR5-NPs were indeed found to activate apoptosis in multiple pancreatic cancer models, whereas the free antibody did not. The extent of apoptosis induced by αDR5-NPs was enhanced by down-regulating FLIP, a key modulator of death receptor-mediated activation of caspase-8. Moreover, the DNA topoisomerase-1 inhibitor camptothecin (CPT) down-regulated FLIP in pancreatic cancer models and enhanced apoptosis induced by αDR5-NPs. CPT-loaded αDR5-NPs significantly increased apoptosis and decreased cell viability in vitro in a caspase-8- and FADD-dependent manner consistent with their expected mechanism-of-action. Importantly, CPT-loaded αDR5-NPs markedly reduced tumor growth rates in vivo in established pancreatic tumor models, inducing regressions in one model. These proof-of-concept studies indicate that αDR5-NPs loaded with agents that downregulate or inhibit FLIP are promising candidate agents for the treatment of pancreatic cancer.
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Affiliation(s)
- Michael C Johnston
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Julie A Nicoll
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Kelly M Redmond
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Peter Smyth
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Michelle K Greene
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - William J McDaid
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Darren K W Chan
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, United States of America
| | - N Crawford
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Katie J Stott
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Jennifer P Fox
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland
| | - Ninfa L Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, United States of America
| | - Sandra Roche
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, United States of America; Department of Molecular and Cellular Biophysics and Biochemistry, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, United States of America; Department of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, United States of America
| | - Daniel B Longley
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland.
| | - Christopher J Scott
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Ireland.
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20
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Tzani I, Monger C, Motheramgari K, Gallagher C, Hagan R, Kelly P, Costello A, Meiller J, Floris P, Zhang L, Clynes M, Bones J, Barron N, Clarke C. Subphysiological temperature induces pervasive alternative splicing in Chinese hamster ovary cells. Biotechnol Bioeng 2020; 117:2489-2503. [DOI: 10.1002/bit.27365] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 04/01/2020] [Accepted: 04/26/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Ioanna Tzani
- National Institute for Bioprocessing Research and Training Dublin Ireland
| | - Craig Monger
- National Institute for Bioprocessing Research and Training Dublin Ireland
| | - Krishna Motheramgari
- National Institute for Bioprocessing Research and Training Dublin Ireland
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Clair Gallagher
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Ryan Hagan
- National Institute for Bioprocessing Research and Training Dublin Ireland
- School of Chemical and Bioprocess EngineeringUniversity College Dublin Dublin Ireland
| | - Paul Kelly
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Alan Costello
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Justine Meiller
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Patrick Floris
- National Institute for Bioprocessing Research and Training Dublin Ireland
| | - Lin Zhang
- Bioprocess R&DPfizer Inc. Andover Massachusetts
| | - Martin Clynes
- National Institute for Cellular BiotechnologyDublin City University Glasnevin Dublin Ireland
| | - Jonathan Bones
- National Institute for Bioprocessing Research and Training Dublin Ireland
- School of Chemical and Bioprocess EngineeringUniversity College Dublin Dublin Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training Dublin Ireland
- School of Chemical and Bioprocess EngineeringUniversity College Dublin Dublin Ireland
| | - Colin Clarke
- National Institute for Bioprocessing Research and Training Dublin Ireland
- School of Chemical and Bioprocess EngineeringUniversity College Dublin Dublin Ireland
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21
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O'Doherty C, O'Sullivan F, Henry M, Meleady P, Clynes M, Horgan K, Keenan J, Murphy R. LC-MS proteomic profiling of Caco-2 human intestinal cells exposed to the copper-chelating agent, triethylenetetramine: A preliminary study. Biochem Biophys Res Commun 2020; 524:847-852. [PMID: 32046857 DOI: 10.1016/j.bbrc.2020.01.138] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 01/24/2020] [Indexed: 12/01/2022]
Abstract
Homeostasis of metal micronutrients such as copper is tightly regulated to ensure deficiency does not occur while restricting damage resulting from excess accumulation. Using LC-MS the effect on the proteome of intestinal Caco-2 cells of exposure to the chelator triethylenetetramine (TETA) was investigated. Continuous exposure of TETA at 25 μM to Caco-2 cells caused decreased cell yields and morphological changes. These effects were reversed when cells were no longer exposed to TETA. Quantitative proteomic analysis identified 957 mostly low-fold differentially expressed proteins, 41 of these returned towards control Caco-2 expression following recovery. Proteins exhibiting this "reciprocal" behaviour included upregulated deoxyhypusine hydroxylase (DOHH, 15.69- fold), a protein essential for eIF-5A factor hypsuination, a post translational modification responsible for eIF-5A maturation, which in turn is responsible for translation elongation. Exposure to TETA also resulted in 87 proteins, the expression of which was stable and remained differentially expressed following recovery. This study helps to elucidate the stable and transient proteomic effects of TETA exposure in intestinal cells.
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Affiliation(s)
- Charles O'Doherty
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland.
| | - Finbarr O'Sullivan
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Karina Horgan
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co. Meath, Ireland
| | - Joanne Keenan
- National Institute for Cellular Biotechnology and SSPC-SFI. Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Richard Murphy
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co. Meath, Ireland
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22
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Capella Roca B, Doolan P, Barron N, O'Neill F, Clynes M. Altered gene expression in CHO cells following polyamine starvation. Biotechnol Lett 2020; 42:927-936. [PMID: 32078082 DOI: 10.1007/s10529-020-02841-0] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 02/15/2020] [Indexed: 11/27/2022]
Abstract
AIM To investigate the impact of polyamine deprivation on the transcriptome of CHO cells RESULTS: Polyamines play a central but poorly-understood role in cell proliferation. Most studies to date have utilised chemical inhibitors to probe polyamine function. Here we exploit the fact that CHO cells grown in serum-free medium have an absolute requirement for putrescine supplementation due to their deficiency in activity of the enzyme arginase. A gene expression microarray (Affymetrix) analysis of CHO-K1 cells starved of polyamines for 3 days showed that cessation of growth, associated with increased G1/S transition and inhibition of M/G1 transition was accompanied by increased mRNA levels of mitotic complex checkpoint genes (Mad2l1, Tkk, Bub1b) and in the transition of G1- to S-phase (such as Skp2 and Tfdp1). mRNAs associated with DNA homologous recombination and repair (including Fanconi's anaemia-related genes) and with RNA splicing were consistently increased. Alterations in mRNA levels for genes related to protein processing in the ER, to ER stress, and to p53-related and apoptosis pathways were also observed. mRNAs showing highest levels of fold-change included several which code for membrane-localised proteins and receptors (Thbs1, Tfrc1, Ackr3, Extl1). CONCLUSIONS Growth-arrest induced by polyamine deprivation was associated with significant alterations in levels of mRNAs associated with cell cycle progression, DNA repair, RNA splicing, ER trafficking and membrane signalling as well as p53 and apoptosis-related pathways.
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Affiliation(s)
- Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
- SSPC-SFI Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
| | - Padraig Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Fiona O'Neill
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
- SSPC-SFI Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland.
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23
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Roche S, O’Neill F, Murphy J, Swan N, Meiller J, Conlon NT, Geoghegan J, Conlon K, McDermott R, Rahman R, Toomey S, Straubinger NL, Straubinger RM, O’Connor R, McVey G, Moriarty M, Clynes M. Establishment and Characterisation by Expression Microarray of Patient-Derived Xenograft Panel of Human Pancreatic Adenocarcinoma Patients. Int J Mol Sci 2020; 21:ijms21030962. [PMID: 32024004 PMCID: PMC7037178 DOI: 10.3390/ijms21030962] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [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: 12/13/2019] [Revised: 01/28/2020] [Accepted: 01/29/2020] [Indexed: 12/11/2022] Open
Abstract
Pancreatic cancer remains among the most lethal cancers worldwide, with poor early detection rates and poor survival rates. Patient-derived xenograft (PDX) models have increasingly been used in preclinical and clinical research of solid cancers to fulfil unmet need. Fresh tumour samples from human pancreatic adenocarcinoma patients were implanted in severe combined immunodeficiency (SCID) mice. Samples from 78% of treatment-naïve pancreatic ductal adenocarcinoma patients grew as PDX tumours and were confirmed by histopathology. Frozen samples from F1 PDX tumours could be later successfully passaged in SCID mice to F2 PDX tumours. The human origin of the PDX was confirmed using human-specific antibodies; however, the stromal component was replaced by murine cells. Cell lines were successfully developed from three PDX tumours. RNA was extracted from eight PDX tumours and where possible, corresponding primary tumour (T) and adjacent normal tissues (N). mRNA profiles of tumour vs. F1 PDX and normal vs. tumour were compared by Affymetrix microarray analysis. Differential gene expression showed over 5000 genes changed across the N vs. T and T vs. PDX samples. Gene ontology analysis of a subset of genes demonstrated genes upregulated in normal vs. tumour vs. PDX were linked with cell cycle, cycles cell process and mitotic cell cycle. Amongst the mRNA candidates elevated in the PDX and tumour vs. normal were SERPINB5, FERMT1, AGR2, SLC6A14 and TOP2A. These genes have been associated with growth, proliferation, invasion and metastasis in pancreatic cancer previously. Cumulatively, this demonstrates the applicability of PDX models and transcriptomic array to identify genes associated with growth and proliferation of pancreatic cancer.
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Affiliation(s)
- Sandra Roche
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
- Correspondence:
| | - Fiona O’Neill
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Jean Murphy
- St. Vincent’s University Hospital, Dublin 4, Ireland
| | - Niall Swan
- St. Vincent’s University Hospital, Dublin 4, Ireland
| | - Justine Meiller
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Neil T. Conlon
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | | | - Kevin Conlon
- St. Vincent’s University Hospital, Dublin 4, Ireland
- Trinity College Dublin, College Green, Dublin 2, Ireland
| | - Ray McDermott
- St. Vincent’s University Hospital, Dublin 4, Ireland
| | - Rozana Rahman
- St. Vincent’s University Hospital, Dublin 4, Ireland
| | - Sinead Toomey
- Department of Molecular Medicine, Beaumont Hospital, Royal College of Surgeons in Ireland, Dublin 9, Ireland
| | - Ninfa L. Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA
| | - Robert M. Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA
| | - Robert O’Connor
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Gerard McVey
- St. Vincent’s University Hospital, Dublin 4, Ireland
- St Luke’s Radiation Oncology Network, Dublin 6, Ireland
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
- St Luke’s Radiation Oncology Network, Dublin 6, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
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24
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O'Doherty C, Keenan J, Henry M, Meleady P, Sinkunaite I, Clynes M, O'Sullivan F, Horgan K, Murphy R. Characterisation and proteomic profiling of continuously exposed Cu-resistant variants of the Caco-2 cell line. Toxicol In Vitro 2020; 65:104773. [PMID: 31981602 DOI: 10.1016/j.tiv.2020.104773] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 01/06/2020] [Accepted: 01/14/2020] [Indexed: 12/21/2022]
Abstract
Studies in hepatic systems identify multiple factors involved in the generation of copper resistance. As the intestine is the route of exposure to dietary copper, we wanted to understand how intestinal cells overcome the toxic effects of high copper and what mechanisms of resistance develop. Using the intestinal cell line Caco-2, resistance was developed by serial subculture in 50 μM copper in inorganic (CuSO4) or organic (Cu proteinate) forms. Caco-2 variants exhibited resistance to copper and retained the non-monotonic dose response while displaying stable phenotypes following repeated subculture in the absence of copper. Phenotypic changes on exposure to copper in parental Caco-2 cells included significantly increased total protein yield, ROS, SOD, metallothionein expression, GSH and total glutathione. These phenotypic changes were not replicated in resistant variants on a per cell basis. Quantitative label-free LC-MS/MS proteomic analysis identified 1113 differentially expressed proteins (DEPs) between parental Caco-2 and resistant cells. With some exceptions, most of the DEPs were overexpressed to a low level around 2-fold suggesting resistance was supported by multiple small changes in protein expression. These variants may be a useful tool in studying the toxicity of stress responses in further Cu-related studies.
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Affiliation(s)
- Charles O'Doherty
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland.
| | - Joanne Keenan
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland
| | - Indre Sinkunaite
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co. Meath, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland
| | - Finbarr O'Sullivan
- National Institute for Cellular Biotechnology and SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Glasnevin, Dublin D09 W6Y4, Ireland
| | - Karina Horgan
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co. Meath, Ireland
| | - Richard Murphy
- Alltech Ireland, European Bioscience Centre, Summerhill Rd, Sarney, Dunboyne, Co. Meath, Ireland
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25
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Capella Roca B, Lao NT, Clynes M, Doolan P. Investigation and circumvention of transfection inhibition by ferric ammonium citrate in serum-free media for Chinese hamster ovary cells. Biotechnol Prog 2019; 36:e2954. [PMID: 31850663 DOI: 10.1002/btpr.2954] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/13/2019] [Accepted: 12/10/2019] [Indexed: 11/08/2022]
Abstract
While reliable transfection methods are essential for Chinese hamster ovary (CHO) cell line engineering, reduced transfection efficiencies have been observed in several commercially prepared media. In this study, we aimed to assess common media additives that impede efficiency mediated by three chemical transfection agents: liposomal-based (Lipofectamine 2000), polymer-based (TransIT-X2), and lipopolyplex-based (TransIT-PRO). An in-house GFP-expressing vector and serum-free medium (BCR-F12: developed for the purposes of this study) were used to analyze transient transfection efficiencies of three CHO cell lines (CHO-K1, DG44, DP12). Compared to a selection of commercially available media, BCR-F12 displayed challenges associated with transfection in vendor-prepared formulations, with no detection when liposomal-based methods were used, reduced (<3%) efficiency observed when polymer-based methods were used and only limited efficiency (25%) with lipopolyplexes. Following a stepwise removal protocol, ferric ammonium citrate (FAC) was identified as the critical factor impeding transfection, with transfection enabled with the liposomal- and polymer-based methods and a 1.3- to 7-fold increased lipopolyplex efficiency observed in all cell lines in FAC-depleted media (-FAC), although lower viabilities were observed. Subsequent early addition of FAC (0.5-5 hr post-transfection) revealed 0.5 hr post-transfection as the optimal time to supplement in order to achieve transfection efficiencies similar to -FAC medium while retaining optimal cellular viabilities. In conclusion, FAC was observed to interfere with DNA transfection acting at early stages in all transfection agents and all cell lines studied, and a practical strategy to circumvent this problem is suggested.
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Affiliation(s)
- Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland.,SSPC-SFI Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
| | - Nga T Lao
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland.,SSPC-SFI Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
| | - Padraig Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
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26
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Ramasamy P, Larkin AM, Linge A, Tiernan D, McAree F, Horgan N, Moriarty P, Beatty S, Murphy CC, Clynes M, Kennedy S, Meleady P. PRDX3 is associated with metastasis and poor survival in uveal melanoma. J Clin Pathol 2019; 73:408-412. [PMID: 31771972 DOI: 10.1136/jclinpath-2019-206173] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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: 08/18/2019] [Revised: 10/25/2019] [Accepted: 11/08/2019] [Indexed: 01/31/2023]
Abstract
AIMS Uveal melanoma (UM) is the most common primary intraocular malignancy in adults, and 40% develop fatal metastatic disease. Overexpression of thioredoxin-dependent peroxidase reductase (PRDX3) has been implicated in several cancers, including prostate, breast, colorectal and lung cancer. The aim of this study was to compare the immunohistochemical expression of PRDX3 in formalin-fixed, paraffin-embedded (FFPE) primary UM tissues of patients who did and did not develop metastatic disease. METHODS Immunohistochemical staining of PRDX3 was performed on FFPE tissue microarray samples of 92 primary UM tumours from patients who did and did not develop metastatic disease. The immunohistochemical staining was assessed by two observers who were blinded to all clinicopathological and cytogenetic details including metastatic/non-metastatic information. Based on a scoring system, expression of PRDX3 was graded as high or low. RESULTS There were 55 tumours (59.8%) from patients who developed metastatic disease, while 37 (40.2%) were from patients who did not develop metastasis. A statistically significant difference in PRDX3 expression was observed in patients who did and did not develop metastasis (p=0.001). A significant positive correlation between high PRDX3 expression and metastasis was observed (p=0.001). A significant negative correlation between PRDX3 expression and survival was found (p=0.005). Kaplan-Meier survival analysis showed a statistically significant difference in overall survival between tumours that demonstrated low and high expression of PRDX3 (67.61 vs 130.64 months, respectively, p=0.013). CONCLUSIONS High immunohistochemical expression of PRDX3 in primary UM tissue is associated with metastasis and poor survival.
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Affiliation(s)
- Pathma Ramasamy
- Department of Ophthalmology, Royal College of Surgeons in Ireland, Dublin, Ireland .,National Institute for Cellular Biotechnology, Dublin, Ireland.,Royal Victoria Eye and Ear Hospital, Dublin, Ireland
| | - Anne-Marie Larkin
- National Institute for Cellular Biotechnology, Dublin, Ireland.,Department of Life Sciences, Institute of Technology Sligo, Sligo, Ireland
| | - Annett Linge
- National Institute for Cellular Biotechnology, Dublin, Ireland
| | | | | | - Noel Horgan
- Royal Victoria Eye and Ear Hospital, Dublins, Ireland
| | - Paul Moriarty
- Royal Victoria Eye and Ear Hospital, Dublins, Ireland
| | | | - Conor C Murphy
- Department of Ophthalmology, Royal College of Surgeons in Ireland, Dublin, Ireland.,Royal Victoria Eye and Ear Hospital, Dublins, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin, Ireland.,Synthesis and Solid State Pharmaceutical Centre, Science Foundation Ireland, Dublin, Ireland
| | - Susan Kennedy
- Histopathology, Royal Victoria Eye and Ear Hospital, Dublin, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin, Ireland
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27
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Capella Roca B, Lao N, Barron N, Doolan P, Clynes M. An arginase-based system for selection of transfected CHO cells without the use of toxic chemicals. J Biol Chem 2019; 294:18756-18768. [PMID: 31666335 DOI: 10.1074/jbc.ra119.011162] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [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: 09/19/2019] [Revised: 10/29/2019] [Indexed: 11/06/2022] Open
Abstract
Polyamines have essential roles in cell proliferation, DNA replication, transcription, and translation processes, with intracellular depletion of putrescine, spermidine, and spermine resulting in cellular growth arrest and eventual death. Serum-free media for CHO-K1 cells require putrescine supplementation, because these cells lack the first enzyme of the polyamine production pathway, arginase. On the basis of this phenotype, we developed an arginase-based selection system. We transfected CHO-K1 cells with a bicistronic vector co-expressing GFP and arginase and selected cells in media devoid of l-ornithine and putrescine, resulting in mixed populations stably expressing GFP. Moreover, single clones in these selective media stably expressed GFP for a total of 42 generations. Using this polyamine starvation method, we next generated recombinant CHO-K1 cells co-expressing arginase and human erythropoietin (hEPO), which also displayed stable expression and healthy growth. The hEPO-expressing clones grew in commercial media, such as BalanCD and CHO-S serum-free media (SFM)-II, as well as in a defined serum-free, putrescine-containing medium for at least 9 passages (27 generations), with a minimal decrease in hEPO titer by the end of the culture. We observed a lack of arginase activity also in several CHO cell strains (CHO-DP12, CHO-S, and DUXB11) and other mammalian cell lines, including BHK21, suggesting broader utility of this selection system. In conclusion, we have established an easy-to-apply alternative selection system that effectively generates mammalian cell clones expressing biopharmaceutically relevant or other recombinant proteins without the need for any toxic selective agents. We propose that this system is applicable to mammalian cell lines that lack arginase activity.
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Affiliation(s)
- Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland; SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland.
| | - Nga Lao
- National Institute for Bioprocessing Research & Training, A94 X099 Dublin, Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research & Training, A94 X099 Dublin, Ireland; School of Chemical & Bioprocessing Engineering, University College Dublin, Belfield, Dublin 4, D04V1W8, Ireland
| | - Padraig Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland; SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
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28
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Capella Roca B, Alarcón Miguez A, Keenan J, Suda S, Barron N, O’Gorman D, Doolan P, Clynes M. Zinc supplementation increases protein titer of recombinant CHO cells. Cytotechnology 2019; 71:915-924. [PMID: 31396753 PMCID: PMC6787129 DOI: 10.1007/s10616-019-00334-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/01/2019] [Indexed: 12/20/2022] Open
Abstract
In order to study the impact of zinc and copper on the titer levels of mAb and recombinant protein in CHO cells, the IgG-expressing (DP12) and EPO-expressing (SK15) cell lines were cultured in chemically defined media with increasing concentrations of either metal. Supplementation with 25 mg/l in CDM media resulted in a significant increase in EPO (1.7-fold) and IgG (2.6-fold) titers compared to control (no added zinc). Titers at this Zn concentration in CDM containing the insulin replacing agent aurintricarboxylic acid (ATA) (CDM + A) showed a 1.8-fold (EPO) and 1.2-fold (IgG) titers increase compared to control. ATA appeared to also reduce the specific productivity (Qp) enhancement induced by Zn-25, with up to 4.9-fold (DP12) and 1.9-fold (SK15) Qp increase in CDM compared to the 1.6-fold (DP12) and 1.5-fold (SK15) Qp increase observed in CDM + A. A 31% reduced Viable Cell Density (VCD) in DP12 was observed in both Zn-supplemented media (3 × 106 cells/ml vs 4.2 × 106 cells/ml, day 5), whereas SK15 Zn-25 cultures displayed a 24% lower peak only in CDM + A (2.2 × 106 cells/ml vs 3.2 × 106 cells/ml, day 5). Supplementation with copper at 13.7-20 mg/l resulted in less significant cell line/product-type dependent effects on titer, VCD and Viability. Analysis of the energetic phenotype of both cell lines in 25 mg/l Zn-supplemented CDM media revealed a twofold increase in the oxygen consumption rate (OCR) compared to non-supplemented cells. Together, these data suggest that high zinc supplementation may induce an increase in oxidative respiration metabolism that results in increased Qp and titers in suspension CHO cultures.
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Affiliation(s)
- Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
- SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
| | - Antonio Alarcón Miguez
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Joanne Keenan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
- SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
| | - Srinivas Suda
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Niall Barron
- SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Donal O’Gorman
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Padraig Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
- SSPC-SFI, Centre for Pharmaceuticals, Dublin City University, Dublin 9, Ireland
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29
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Abstract
Cancer research relies on key values such as creativity, collaboration, research integrity and resource sharing. A positive research environment which fosters these key values is becoming a decisive factor for some funders and research institutions. To create a supportive research culture in laboratories, the training and mentoring of young scientists is important. However, the fast-paced and fierce competition for funding and jobs can present a challenge to the younger generation of scientists who depend on the guidance and mentorship of scientific leaders. The annual Nature Awards for Mentoring in Science have been created to bring attention to one of the most essential but least recognized skills in scientific leadership. Thus far, 35 scientists from across the world, who are working in a range of disciplines, have been recognized by this award for their outstanding scientific mentorship. In this Viewpoint, we have asked three recipients of this award who work in fields associated with cancer research about their views on good mentoring, and how a revised approach to mentorship can help to achieve a positive research culture and contribute to scientific discovery.
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Affiliation(s)
- Martin Clynes
- National Institute for Cellular Biology, Dublin City University, Glasnevin, Dublin, Ireland.
- Synthesis and Solid State Pharmaceutical Centre - Science Foundation Ireland Research Centre, Dublin City University, Glasnevin, Dublin, Ireland.
| | - Anita Corbett
- Department of Biology, Emory University, Atlanta, GA, USA.
| | - Julie Overbaugh
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
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30
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Kelly PS, Dorival‐García N, Paré S, Carillo S, Ta C, Alarcon Miguez A, Coleman O, Harper E, Shannon M, Henry M, Connolly L, Clynes M, Meleady P, Bones J, Barron N. Improvements in single‐use bioreactor film material composition leads to robust and reliable Chinese hamster ovary cell performance. Biotechnol Prog 2019; 35:e2824. [DOI: 10.1002/btpr.2824] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 04/19/2019] [Indexed: 11/09/2022]
Affiliation(s)
- Paul S. Kelly
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Noemi Dorival‐García
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Samantha Paré
- National Institute for Cellular BiotechnologyDublin City University Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Sara Carillo
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Christine Ta
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | | | - Orla Coleman
- National Institute for Cellular BiotechnologyDublin City University Dublin Ireland
| | - Emma Harper
- Institute for Global Food SecuritySchool of Biological Sciences, Queen's University Belfast Northern Ireland UK
| | - Maeve Shannon
- Institute for Global Food SecuritySchool of Biological Sciences, Queen's University Belfast Northern Ireland UK
| | - Michael Henry
- National Institute for Cellular BiotechnologyDublin City University Dublin Ireland
| | - Lisa Connolly
- Institute for Global Food SecuritySchool of Biological Sciences, Queen's University Belfast Northern Ireland UK
| | - Martin Clynes
- National Institute for Cellular BiotechnologyDublin City University Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Paula Meleady
- National Institute for Cellular BiotechnologyDublin City University Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Jonathan Bones
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training Fosters Avenue, Mount Merrion, Blackrock, Co. Dublin Ireland
- School of Chemical and Bioprocess EngineeringUniversity College Dublin Dublin Ireland
- Synthesis and Solid State Pharmaceutical CentreUniversity of Limerick Limerick Ireland
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31
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Clarke C, Gallagher C, Kelly RM, Henry M, Meleady P, Frye CC, Osborne MD, Brady CP, Barron N, Clynes M. Transcriptomic analysis of IgG4 Fc‐fusion protein degradation in a panel of clonally‐derived CHO cell lines using RNASeq. Biotechnol Bioeng 2019; 116:1556-1562. [DOI: 10.1002/bit.26958] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 01/22/2019] [Accepted: 02/21/2019] [Indexed: 01/13/2023]
Affiliation(s)
- Colin Clarke
- National Institute for Bioprocessing Research and TrainingBlackrock, Co. Dublin Ireland
| | - Clair Gallagher
- National Institute for Cellular BiotechnologyDublin City UniversityGlasnevin Dublin Ireland
| | - Ronan M. Kelly
- Bioprocess Research & Development, Bioprocess Research and DevelopmentEli Lilly and Company, LTC‐North Indianapolis
| | - Michael Henry
- National Institute for Cellular BiotechnologyDublin City UniversityGlasnevin Dublin Ireland
| | - Paula Meleady
- National Institute for Cellular BiotechnologyDublin City UniversityGlasnevin Dublin Ireland
| | - Christopher C. Frye
- Bioprocess Research & Development, Bioprocess Research and DevelopmentEli Lilly and Company, LTC‐North Indianapolis
| | - Matthew D. Osborne
- Biotech Technical Services/ Manufacturing SciencesEli Lilly S. A. Irish BranchKinsale Cork Ireland
| | - Ciaran P Brady
- Bioprocess Research & Development, Bioprocess Research and DevelopmentEli Lilly and Company, LTC‐North Indianapolis
| | - Niall Barron
- National Institute for Bioprocessing Research and TrainingBlackrock, Co. Dublin Ireland
- National Institute for Cellular BiotechnologyDublin City UniversityGlasnevin Dublin Ireland
- UCD School of Chemical and Bioprocess Engineering, UCD Engineering and Materials Science CentreUniversity College DublinBelfield Dublin Ireland
| | - Martin Clynes
- National Institute for Cellular BiotechnologyDublin City UniversityGlasnevin Dublin Ireland
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Costello A, Lao NT, Barron N, Clynes M. Continuous translation of circularized mRNA improves recombinant protein titer. Metab Eng 2019; 52:284-292. [DOI: 10.1016/j.ymben.2019.01.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 01/03/2019] [Accepted: 01/03/2019] [Indexed: 01/16/2023]
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Coleman O, Suda S, Meiller J, Henry M, Riedl M, Barron N, Clynes M, Meleady P. Increased growth rate and productivity following stable depletion of miR-7 in a mAb producing CHO cell line causes an increase in proteins associated with the Akt pathway and ribosome biogenesis. J Proteomics 2019; 195:23-32. [PMID: 30641232 DOI: 10.1016/j.jprot.2019.01.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 12/06/2018] [Accepted: 01/07/2019] [Indexed: 12/21/2022]
Abstract
Cell line engineering using microRNAs represents a desirable route for improving the efficiency of recombinant protein production by CHO cells. In this study we generated stable CHO DP12 cells expressing a miR-7 sponge transcript which sequesters miR-7 from its endogenous targets. Depletion of miR-7 results in a 65% increase in cell growth and >3-fold increase in yield of secreted IgG protein. Quantitative labelfree LC-MS/MS proteomic profiling was carried out to identify the targets of miR-7 and understand the functional drivers of the improved CHO cell phenotypes. Subcellular enrichment and total proteome analysis identified more than 3000 proteins per fraction resulting in over 5000 unique proteins identified per timepoint analysed. Early stage culture analysis identified 117 proteins overexpressed in miR-7 depleted cells. A subset of these proteins are involved in the Akt pathway which could be the underlying route for cell density improvement and may be exploited more specifically in the future. Late stage culture identified 160 proteins overexpressed in miR-7 depleted cells with some of these involved in ribosome biogenesis which may be causing the increased productivity through improved translational efficiency. This is the first in-depth proteomic profiling of the IgG producing CHO DP12 cell line stably depleted of miR-7. SIGNIFICANCE: Chinese hamster ovary (CHO) cells are the mammalian cell expression system of choice for production of recombinant therapeutic proteins. There is much research ongoing to characterise CHO cell factories through the application of systems biology approaches that will enable a fundamental understanding of CHO cell physiology, and as a result, a better knowledge and understanding of recombinant protein production. This study profiles the proteomic effects of microRNA-7 depletion on the IgG producing CHO DP12 cell line. This is one of the very few studies that attempts to identify the functioning proteins driving improved CHO cell phenotypes resulting from microRNA manipulation. Using subcellular enrichment and total proteome analysis we identified over 5000 unique proteins in miR-7 depleted CHO cells. This work has identified a cohort of proteins involved in the Akt pathway and ribosome biogenesis. These proteins may drive improved CHO cell phenotypes and are of great interest for future work.
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Affiliation(s)
- Orla Coleman
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Srinivas Suda
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Justine Meiller
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Markus Riedl
- Department of Biotechnology, BOKU University of Natural Resources and Life Sciences, Vienna, Austria
| | - Niall Barron
- National Institute for Bioprocessing Research & Training, Foster Avenue, Mount Merrion, Blackrock, Co. Dublin, Ireland; School of Chemical and Bioprocess Engineering, University College Dublin, Dublin 4, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
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Costello A, Lao NT, Barron N, Clynes M. Improved yield of rhEPO in CHO cells with synthetic 5' UTR. Biotechnol Lett 2018; 41:231-239. [PMID: 30506229 DOI: 10.1007/s10529-018-2632-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [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: 10/09/2018] [Accepted: 11/28/2018] [Indexed: 12/26/2022]
Abstract
The impact of local structure on mRNA translation is not well-defined pertaining to the 5' UTR. Reports suggest structural remodelling of the 5' UTR can significantly influence mRNA translation both in cis and trans however a new layer of complexity has been applied to this model with the now known reversible post-transcriptional chemical modification of RNA. N6-methyladenosine (m6A) is the most abundant internal base modification in mammalian mRNA. It has been reported that mRNAs harbouring m6A motifs in their 5' UTR have improved translation efficiency. The present study evaluated the addition of putative m6A motifs to the 5' UTR of a model recombinant human therapeutic glycoprotein, Erythropoietin (EPO), in a direct comparison with an A to T mutant and a no adenosine control. The m6A construct yielded significantly improved EPO titer in transient batch culture over no adenosine and m6T controls by 2.84 and 2.61-fold respectively. This study highlights that refinement of transgene RNA elements can yield significant improvements to protein titer.
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Affiliation(s)
- Alan Costello
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland.
| | - Nga T Lao
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
| | - Niall Barron
- National Institute for Bioprocessing Research and Training, Dublin, A94 X099, Ireland.,University College Dublin, Belfield, Dublin 4, D04 V1W8, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, D09 NR58, Ireland
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Coleman O, Henry M, O'Neill F, Roche S, Swan N, Boyle L, Murphy J, Meiller J, Conlon NT, Geoghegan J, Conlon KC, Lynch V, Straubinger NL, Straubinger RM, McVey G, Moriarty M, Meleady P, Clynes M. A Comparative Quantitative LC-MS/MS Profiling Analysis of Human Pancreatic Adenocarcinoma, Adjacent-Normal Tissue, and Patient-Derived Tumour Xenografts. Proteomes 2018; 6:proteomes6040045. [PMID: 30404163 PMCID: PMC6313850 DOI: 10.3390/proteomes6040045] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [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: 10/16/2018] [Revised: 11/01/2018] [Accepted: 11/02/2018] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers worldwide; it develops in a relatively symptom-free manner, leading to rapid disease progression and metastasis, leading to a 5-year survival rate of less than 5%. A lack of dependable diagnostic markers and rapid development of resistance to conventional therapies are among the problems associated with management of the disease. A better understanding of pancreatic tumour biology and discovery of new potential therapeutic targets are important goals in pancreatic cancer research. This study describes the comparative quantitative LC-MS/MS proteomic analysis of the membrane-enriched proteome of 10 human pancreatic ductal adenocarcinomas, 9 matched adjacent-normal pancreas and patient-derived xenografts (PDXs) in mice (10 at F1 generation and 10 F2). Quantitative label-free LC-MS/MS data analysis identified 129 proteins upregulated, and 109 downregulated, in PDAC, compared to adjacent-normal tissue. In this study, analysing peptide MS/MS data from the xenografts, great care was taken to distinguish species-specific peptides definitively derived from human sequences, or from mice, which could not be distinguished. The human-only peptides from the PDXs are of particular value, since only human tumour cells survive, and stromal cells are replaced during engraftment in the mouse; this list is, therefore, enriched in tumour-associated proteins, some of which might be potential therapeutic or diagnostic targets. Using human-specific sequences, 32 proteins were found to be upregulated, and 113 downregulated in PDX F1 tumours, compared to primary PDAC. Differential expression of CD55 between PDAC and normal pancreas, and expression across PDX generations, was confirmed by Western blotting. These data indicate the value of using PDX models in PDAC research. This study is the first comparative proteomic analysis of PDAC which employs PDX models to identify patient tumour cell-associated proteins, in an effort to find robust targets for therapeutic treatment of PDAC.
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Affiliation(s)
- Orla Coleman
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Fiona O'Neill
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Sandra Roche
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Niall Swan
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | | | - Jean Murphy
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | - Justine Meiller
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Neil T Conlon
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | | | - Kevin C Conlon
- St. Vincent's University Hospital, Dublin 4, Ireland.
- Trinity College Dublin, College Green, Dublin 2, Ireland.
| | - Vincent Lynch
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
- St. Vincent's University Hospital, Dublin 4, Ireland.
| | - Ninfa L Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA.
| | - Robert M Straubinger
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY 14214, USA.
| | - Gerard McVey
- St. Vincent's University Hospital, Dublin 4, Ireland.
- St. Luke's Hospital, Highfield Road, Rathgar, Dublin 6, Ireland.
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
- St. Luke's Hospital, Highfield Road, Rathgar, Dublin 6, Ireland.
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.
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Keenan J, O'Sullivan F, Henry M, Breen L, Doolan P, Sinkunaite I, Meleady P, Clynes M, Horgan K, Murphy R. Acute exposure to organic and inorganic sources of copper: Differential response in intestinal cell lines. Food Sci Nutr 2018; 6:2499-2514. [PMID: 30510751 PMCID: PMC6261202 DOI: 10.1002/fsn3.857] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [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: 03/26/2018] [Revised: 09/14/2018] [Accepted: 09/21/2018] [Indexed: 12/11/2022] Open
Abstract
SCOPE Copper supplementation in nutrition has evolved from using inorganic mineral salts to organically chelated minerals but with limited knowledge of the impact at the cellular level. METHODS Here, the impact of inorganic and organic nutrient forms (glycinate, organic acid, and proteinate) of copper on the cellular level is investigated on intestinal cell lines, HT29 and Caco-2, after a 2-hr acute exposure to copper compounds and following a 10-hr recovery. RESULTS Following the 10-hr recovery, increases were observed in proteins involved in metal binding (metallothioneins) and antioxidant response (sulfiredoxin 1 and heme oxygenase 1), and global proteomic analysis suggested recruitment of the unfolded protein response and proteosomal overloading. Copper organic acid chelate, the only treatment to show striking and sustained reactive oxygen species generation, had the greatest impact on ubiquitinated proteins, reduced autophagy, and increased aggresome formation, reducing growth in both cell lines. The least effect was noted in copper proteinate with negligible impact on aggresome formation or extended growth for either cell line. CONCLUSION The type and source of copper can impact significantly at the cellular level.
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Affiliation(s)
- Joanne Keenan
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | - Finbarr O'Sullivan
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | - Michael Henry
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | - Laura Breen
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | - Padraig Doolan
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | | | - Paula Meleady
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
| | - Martin Clynes
- National Institute for Cellular BiotechnologyDublin City UniversityDublinIreland
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Kaushik P, Henry M, Clynes M, Meleady P. The Expression Pattern of the Phosphoproteome Is Significantly Changed During the Growth Phases of Recombinant CHO Cell Culture. Biotechnol J 2018; 13:e1700221. [DOI: 10.1002/biot.201700221] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 07/13/2018] [Indexed: 12/31/2022]
Affiliation(s)
- Prashant Kaushik
- National Institute for Cellular Biotechnology; Dublin City University; Dublin 9 Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology; Dublin City University; Dublin 9 Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology; Dublin City University; Dublin 9 Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology; Dublin City University; Dublin 9 Ireland
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Keenan J, Horgan K, Clynes M, Sinkunaite I, Ward P, Murphy R, O’Sullivan F. Unexpected fluctuations of trace element levels in cell culture medium in vitro: caveat emptor. In Vitro Cell Dev Biol Anim 2018; 54:555-558. [DOI: 10.1007/s11626-018-0285-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 07/26/2018] [Indexed: 11/30/2022]
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Costello A, Lao NT, Gallagher C, Capella Roca B, Julius LAN, Suda S, Ducrée J, King D, Wagner R, Barron N, Clynes M. Leaky Expression of the TET-On System Hinders Control of Endogenous miRNA Abundance. Biotechnol J 2018; 14:e1800219. [PMID: 29989353 DOI: 10.1002/biot.201800219] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [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: 04/27/2018] [Revised: 06/08/2018] [Indexed: 12/12/2022]
Abstract
With the ability to affect multiple genes and fundamental pathways simultaneously, miRNA engineering of Chinese Hamster Ovary (CHO) cells has significant advantages over single gene expression or repression. Tight control of these molecular triggers is desirable as it could in theory allow on/off or even tunable regulation of desirable cellular phenotypes. The present study investigated the potential of employing a tetracycline inducible (TET-On) system for conditional knockdown of specific miRNAs but encountered several challenges. The authors show a significant reduction in cell proliferation and culture viability when maintained in media supplemented with the TET-On induction agent Doxycycline at concentrations commonly reported. Calculation of a mature miRNA and miRNA sponge mRNA copy number demonstrates that leaky basal transgene expression in the un-induced state, is sufficient for significant miRNA knockdown. This work highlights challenges of the TET-On inducible expression system for controlled manipulation of endogenous miRNAs with two examples; miR-378 and miR-455. The authors suggest a solution involving isolation of highly inducible clones and use a single cell analysis platform to demonstrate the heterogeneity of basal expression and inducibility. Finally, the authors describe numerous strategies to minimize leaky transgene expression and alterations to current miRNA sponge design.
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Affiliation(s)
- Alan Costello
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Nga T Lao
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Clair Gallagher
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | - Berta Capella Roca
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
| | | | - Srinivas Suda
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Jens Ducrée
- Fraunhofer Project Centre, Dublin City University, Dublin, Ireland
| | - Damien King
- Fraunhofer Project Centre, Dublin City University, Dublin, Ireland
| | | | - Niall Barron
- National Institute for Bioprocessing Research and Training, University College Dublin, Dublin, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, D09 NR58, Dublin, Ireland
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Costello A, Lao N, Clynes M, Barron N. Conditional Knockdown of Endogenous MicroRNAs in CHO Cells Using TET-ON-SanDI Sponge Vectors. Methods Mol Biol 2018; 1603:87-100. [PMID: 28493125 DOI: 10.1007/978-1-4939-6972-2_6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
MicroRNAs (miRNAs) are small, noncoding RNAs of about 22 nucleotides in length and have proven to be useful targets for genetic modifications for desirable phenotype in the biotech industry. The use of constitutively expressed "miRNA sponge" vectors in which multiple, tandem miRNA binding sites containing transcripts are transcriptionally regulated by a constitutive promoter for down regulating the levels of endogenous microRNAs in Chinese hamster ovary (CHO) cells has shown to be more advantageous than using synthetic antisense oligonucleotides. The application of miRNA sponges in biotechnological processes, however, could be more effective, if expression of miRNA sponges could be tuned. In this chapter, we present a method for the generation of stable CHO cell lines expressing a TET-ON-SanDI-miRNA-sponge that is in theory expressed only in the presence of an inducer.
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Affiliation(s)
- Alan Costello
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland.
| | - Nga Lao
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland
| | - Niall Barron
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin, 9, Ireland
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41
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O’Sullivan F, Keenan J, Aherne S, O’Neill F, Clarke C, Henry M, Meleady P, Breen L, Barron N, Clynes M, Horgan K, Doolan P, Murphy R. Parallel mRNA, proteomics and miRNA expression analysis in cell line models of the intestine. World J Gastroenterol 2017; 23:7369-7386. [PMID: 29151691 PMCID: PMC5685843 DOI: 10.3748/wjg.v23.i41.7369] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Revised: 07/07/2017] [Accepted: 08/08/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To identify miRNA-regulated proteins differentially expressed between Caco2 and HT-29: two principal cell line models of the intestine.
METHODS Exponentially growing Caco-2 and HT-29 cells were harvested and prepared for mRNA, miRNA and proteomic profiling. mRNA microarray profiling analysis was carried out using the Affymetrix GeneChip Human Gene 1.0 ST array. miRNA microarray profiling analysis was carried out using the Affymetrix Genechip miRNA 3.0 array. Quantitative Label-free LC-MS/MS proteomic analysis was performed using a Dionex Ultimate 3000 RSLCnano system coupled to a hybrid linear ion trap/Orbitrap mass spectrometer. Peptide identities were validated in Proteome Discoverer 2.1 and were subsequently imported into Progenesis QI software for further analysis. Hierarchical cluster analysis for all three parallel datasets (miRNA, proteomics, mRNA) was conducted in the R software environment using the Euclidean distance measure and Ward’s clustering algorithm. The prediction of miRNA and oppositely correlated protein/mRNA interactions was performed using TargetScan 6.1. GO biological process, molecular function and cellular component enrichment analysis was carried out for the DE miRNA, protein and mRNA lists via the Pathway Studio 11.3 Web interface using their Mammalian database.
RESULTS Differential expression (DE) profiling comparing the intestinal cell lines HT-29 and Caco-2 identified 1795 Genes, 168 Proteins and 160 miRNAs as DE between the two cell lines. At the gene level, 1084 genes were upregulated and 711 were downregulated in the Caco-2 cell line relative to the HT-29 cell line. At the protein level, 57 proteins were found to be upregulated and 111 downregulated in the Caco-2 cell line relative to the HT-29 cell line. Finally, at the miRNAs level, 104 were upregulated and 56 downregulated in the Caco-2 cell line relative to the HT-29 cell line. Gene ontology (GO) analysis of the DE mRNA identified cell adhesion, migration and ECM organization, cellular lipid and cholesterol metabolic processes, small molecule transport and a range of responses to external stimuli, while similar analysis of the DE protein list identified gene expression/transcription, epigenetic mechanisms, DNA replication, differentiation and translation ontology categories. The DE protein and gene lists were found to share 15 biological processes including for example epithelial cell differentiation [P value ≤ 1.81613E-08 (protein list); P ≤ 0.000434311 (gene list)] and actin filament bundle assembly [P value ≤ 0.001582797 (protein list); P ≤ 0.002733714 (gene list)]. Analysis was conducted on the three data streams acquired in parallel to identify targets undergoing potential miRNA translational repression identified 34 proteins, whose respective mRNAs were detected but no change in expression was observed. Of these 34 proteins, 27 proteins downregulated in the Caco-2 cell line relative to the HT-29 cell line and predicted to be targeted by 19 unique anti-correlated/upregulated microRNAs and 7 proteins upregulated in the Caco-2 cell line relative to the HT-29 cell line and predicted to be targeted by 15 unique anti-correlated/downregulated microRNAs.
CONCLUSION This first study providing “tri-omics” analysis of the principal intestinal cell line models Caco-2 and HT-29 has identified 34 proteins potentially undergoing miRNA translational repression.
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Affiliation(s)
- Finbarr O’Sullivan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Joanne Keenan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Sinead Aherne
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Fiona O’Neill
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Colin Clarke
- National Institute for Bioprocessing Research & Training, Blackrock, Dublin A94 X099, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Laura Breen
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Niall Barron
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
| | | | - Padraig Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin D09 W6Y4, Ireland
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Griffith A, Kelly PS, Vencken S, Lao NT, Greene CM, Clynes M, Barron N. miR-CATCH Identifies Biologically Active miRNA Regulators of the Pro-Survival Gene XIAP, in Chinese Hamster Ovary Cells. Biotechnol J 2017; 13:e1700299. [PMID: 28976632 DOI: 10.1002/biot.201700299] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 09/18/2017] [Indexed: 01/01/2023]
Abstract
Genetic engineering of mammalian cells is of interest as a means to boost bio-therapeutic protein yield. X-linked inhibitor of apoptosis (XIAP) overexpression has previously been shown to enhance CHO cell growth and prolong culture longevity while additionally boosting productivity. The authors confirmed this across a range of recombinant products (SEAP, EPO, and IgG). However, stable overexpression of an engineering transgene competes for the cells translational machinery potentially compromising product titre. MicroRNAs are attractive genetic engineering candidates given their non-coding nature and ability to regulate multiple genes simultaneously, thereby relieving the translational burden associated with stable overexpression of a protein-encoding gene. The large number of potential targets of a single miRNA, falsely predicted in silico, presents difficulties in identifying those that could be useful engineering tools. The authors explored the identification of direct miRNA regulators of the pro-survival endogenous XIAP gene in CHO-K1 cells by using a miR-CATCH protocol. A biotin-tagged antisense DNA oligonucleotide for XIAP mRNA is designed and used to pull down and capture bound miRNAs. Two miRNAs are chosen out of the 14 miRNAs identified for further validation, miR-124-3p and miR-19b-3p. Transient transfection of mimics for both results in the diminished translation of endogenous CHO XIAP protein whereas their inhibition increases XIAP protein levels. A 3'UTR reporter assay confirms miR-124-3p to be a bona fide regulator of XIAP in CHO-K1 cells. This method demonstrates a useful approach to finding miRNA candidates for CHO cell engineering without competing for the cellular translational machinery.
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Affiliation(s)
- Alan Griffith
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paul S Kelly
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Sebastian Vencken
- Department of Clinical Microbiology, Royal College of Surgeons in Ireland, Education and Research Centre, Beaumont Hospital, Beaumont Road, Dublin 9, Ireland
| | - Nga T Lao
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Catherine M Greene
- Department of Clinical Microbiology, Royal College of Surgeons in Ireland, Education and Research Centre, Beaumont Hospital, Beaumont Road, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Niall Barron
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.,National Institute for Bioprocessing Research and Training, Fosters Ave, Dublin 4, Ireland.,School of Chemical and Bioprocess Engineering, University College Dublin, Dublin 4, Ireland
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O'Sullivan D, Dowling P, Joyce H, McAuley E, McCann A, Henry M, McGovern B, Barham P, Kelleher FC, Murphy J, Kennedy S, Swan N, Moriarty M, Clynes M, Larkin A. A novel inhibitory anti-invasive MAb isolated using phenotypic screening highlights AnxA6 as a functionally relevant target protein in pancreatic cancer. Br J Cancer 2017; 117:1326-1335. [PMID: 28881357 PMCID: PMC5672937 DOI: 10.1038/bjc.2017.306] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [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: 06/09/2017] [Revised: 07/17/2017] [Accepted: 08/07/2017] [Indexed: 12/20/2022] Open
Abstract
Background: Discovery and validation of new antibody tractable targets is critical for the development of new antibody therapeutics to address unmet needs in oncology. Methods: A highly invasive clonal variant of the MDA-MB-435S cell line was used to generate monoclonal antibodies (MAbs), which were screened for anti-invasive activity against aggressive cancer cells in vitro. The molecular target of selected inhibitory MAb 9E1 was identified using immunoprecipitation/liquid chromatography-tandem mass spectrometry. The potential anti-tumour effects of MAb 9E1 were investigated in vitro together with immunohistochemical analysis of the 9E1 target antigen in normal and cancer tissues. Results: MAb 9E1 significantly decreases invasion in pancreatic, lung squamous and breast cancer cells and silencing of its target antigen, which was revealed as AnxA6, leads to markedly reduced invasive capacity of pancreatic and lung squamous cancer in vitro. IHC using MAb 9E1 revealed that AnxA6 exhibits a high prevalence of membrane immunoreactivity across aggressive tumour types with restricted expression observed in the majority of normal tissues. In pancreatic ductal adenocarcinoma, high AnxA6 IHC score correlated with the presence of tumour budding at the invasive front of tumours (P=0.082), the presence of perineural invasion (P= <0.0001) and showed a weak correlation with reduced survival (P=0.2242). Conclusions: This study highlights the use of phenotypic hybridoma screening as an effective strategy to select a novel function-blocking MAb, 9E1 with anti-cancer activity in vitro. Moreover, through characterisation of the 9E1 target antigen, AnxA6, our findings support further investigation of AnxA6 as a potential candidate target for antibody-mediated inhibition of pancreatic cancer.
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Affiliation(s)
- Dermot O'Sullivan
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paul Dowling
- Department of Biology, National University of Ireland - Maynooth, Co. Kildare, Ireland
| | - Helena Joyce
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Edel McAuley
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Andrew McCann
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Brianan McGovern
- Department of Histopathology, St. Vincents' University Hospital, Elm Park, Dublin 4, Ireland
| | - Paul Barham
- School of Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Fergal C Kelleher
- Department of Medical Oncology, St. Vincents' University Hospital, Elm Park, Dublin 4, Ireland
| | - Jean Murphy
- Department of Histopathology, St. Vincents' University Hospital, Elm Park, Dublin 4, Ireland
| | - Susan Kennedy
- Department of Histopathology, St. Vincents' University Hospital, Elm Park, Dublin 4, Ireland
| | - Niall Swan
- Department of Histopathology, St. Vincents' University Hospital, Elm Park, Dublin 4, Ireland
| | - Michael Moriarty
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Annemarie Larkin
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
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White MM, Geraghty P, Hayes E, Cox S, Leitch W, Alfawaz B, Lavelle GM, McElvaney OJ, Flannery R, Keenan J, Meleady P, Henry M, Clynes M, Gunaratnam C, McElvaney NG, Reeves EP. Neutrophil Membrane Cholesterol Content is a Key Factor in Cystic Fibrosis Lung Disease. EBioMedicine 2017; 23:173-184. [PMID: 28835336 PMCID: PMC5605378 DOI: 10.1016/j.ebiom.2017.08.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [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: 07/07/2017] [Revised: 08/09/2017] [Accepted: 08/14/2017] [Indexed: 01/13/2023] Open
Abstract
Background Identification of mechanisms promoting neutrophil trafficking to the lungs of patients with cystic fibrosis (CF) is a challenge for next generation therapeutics. Cholesterol, a structural component of neutrophil plasma membranes influences cell adhesion, a key step in transmigration. The effect of chronic inflammation on neutrophil membrane cholesterol content in patients with CF (PWCF) remains unclear. To address this we examined neutrophils of PWCF to evaluate the cause and consequence of altered membrane cholesterol and identified the effects of lung transplantation and ion channel potentiator therapy on the cellular mechanisms responsible for perturbed membrane cholesterol and increased cell adhesion. Methodology PWCF homozygous for the ΔF508 mutation or heterozygous for the G551D mutation were recruited (n = 48). Membrane protein expression was investigated by mass spectrometry. The effect of lung transplantation or ivacaftor therapy was assessed by ELISAs, and calcium fluorometric and μ-calpain assays. Findings Membranes of CF neutrophils contain less cholesterol, yet increased integrin CD11b expression, and respond to inflammatory induced endoplasmic reticulum (ER) stress by activating μ-calpain. In vivo and in vitro, increased μ-calpain activity resulted in proteolysis of the membrane cholesterol trafficking protein caveolin-1. The critical role of caveolin-1 for adequate membrane cholesterol content was confirmed in caveolin-1 knock-out mice. Lung transplant therapy or treatment of PWCF with ivacaftor, reduced levels of circulating inflammatory mediators and actuated increased caveolin-1 and membrane cholesterol, with concurrent normalized neutrophil adhesion. Interpretation Results demonstrate an auxiliary benefit of lung transplant and potentiator therapy, evident by a reduction in circulating inflammation and controlled neutrophil adhesion. This study explored neutrophil adhesion in cystic fibrosis. Altered membrane cholesterol lead to increased adhesion. Circulating inflammatory mediators caused increased calpain activity and reduced membrane cholesterol content.
In patients with cystic fibrosis (CF), chronic inflammation in the circulation, in part originating from the pulmonary compartment, leads to decreased membrane cholesterol in circulating neutrophils, resulting in increased cell adhesion. The mechanism of action involves proteolytic down-regulation of the cholesterol trafficking protein caveolin-1. The overall effect of lung transplant therapy, or CFTR potentiator treatment, was to significantly diminish the circulating inflammatory burden thereby permitting caveolin-1 expression, with concomitant decreased CF cell adhesion and significant clinical improvement.
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Affiliation(s)
- Michelle M White
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Patrick Geraghty
- Division of Pulmonary & Critical Care Medicine, Department of Medicine, State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Elaine Hayes
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Stephen Cox
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - William Leitch
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Bader Alfawaz
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Gillian M Lavelle
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Oliver J McElvaney
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Ryan Flannery
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland; Coláiste Dhúlaigh College of Further Education, Dublin 17, Ireland
| | - Joanne Keenan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin 9, Ireland
| | - Cedric Gunaratnam
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Noel G McElvaney
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland
| | - Emer P Reeves
- Irish Centre for Genetic Lung Disease, Department of Medicine, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin 9, Ireland.
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45
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Ting KR, Henry M, Meiller J, Larkin A, Clynes M, Meleady P, Bazou D, Dowling P, O'Gorman P. Novel panel of protein biomarkers to predict response to bortezomib-containing induction regimens in multiple myeloma patients. BBA Clin 2017; 8:28-34. [PMID: 28725572 PMCID: PMC5502697 DOI: 10.1016/j.bbacli.2017.05.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 05/19/2017] [Accepted: 05/19/2017] [Indexed: 01/03/2023]
Abstract
BACKGROUND Multiple myeloma (MM) is a complex heterogeneous disease. Various risk stratification models have been recommended including cytogenetic and FISH analysis to identify high-risk patients who may benefit from novel treatments, but such facilities are not widely available. The International Scoring System (ISS) using beta-2-microglobulin and albumin remains a widely used prognostic scoring system in many clinical practices; however it is not useful in predicting response to treatment in MM. The aim of this study is to identify clinically useful biomarkers to predict response to treatment containing bortezomib. METHODS 17 MM patient serum samples (9 responders/8 non-responders) were used for the discovery phase (label-free mass spectrometry) and an additional 20 MM patient serum samples were used for the ELISA-based validation phase (14 responders/6 non-responders). RESULTS CLU and ANG mean levels were higher in the responders group, while Complement C1q had lower concentrations. The combination of all standard biomarkers (albumin, beta-2-microglobulin (ß2M), paraprotein and kappa/lambda (K/L) ratio) had an AUC value of 0.71 with 65% correct classification, while an overall combination of new candidate protein biomarkers with standard biomarkers had an AUC value of 0.89 with 85.3% correct classification. CONCLUSIONS A combination of new and standard biomarkers consisting of CLU, ANG, C1Q, albumin, ß2M, paraprotein and K/L ratio may have potential as a novel panel of biomarkers to predict MM response to treatment containing bortezomib. GENERAL SIGNIFICANCE Use of this biomarker panel could facilitate a more personalized therapy approach and to minimize unnecessary side effects from ineffective drugs.
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Affiliation(s)
- Kay Reen Ting
- Mater Misericordiae University Hospital, Dublin 7, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Michael Henry
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Justine Meiller
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Annemarie Larkin
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Despina Bazou
- Mater Misericordiae University Hospital, Dublin 7, Ireland
| | - Paul Dowling
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.,Department of Biology, Maynooth University, Maynooth, Co. Kildare, Ireland
| | - Peter O'Gorman
- Mater Misericordiae University Hospital, Dublin 7, Ireland.,National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland.,School of Medicine & Medical Science, University College Dublin, Dublin 4, Ireland
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46
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Henry M, Power M, Kaushik P, Coleman O, Clynes M, Meleady P. Differential Phosphoproteomic Analysis of Recombinant Chinese Hamster Ovary Cells Following Temperature Shift. J Proteome Res 2017; 16:2339-2358. [DOI: 10.1021/acs.jproteome.6b00868] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Michael Henry
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Power
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Prashant Kaushik
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Orla Coleman
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Paula Meleady
- National Institute for Cellular
Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
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47
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Kelly PS, Clarke C, Costello A, Monger C, Meiller J, Dhiman H, Borth N, Betenbaugh MJ, Clynes M, Barron N. Ultra-deep next generation mitochondrial genome sequencing reveals widespread heteroplasmy in Chinese hamster ovary cells. Metab Eng 2017; 41:11-22. [DOI: 10.1016/j.ymben.2017.02.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2016] [Revised: 01/31/2017] [Accepted: 02/07/2017] [Indexed: 10/20/2022]
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48
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Hmmier A, O'Brien ME, Lynch V, Clynes M, Morgan R, Dowling P. Proteomic analysis of bronchoalveolar lavage fluid (BALF) from lung cancer patients using label-free mass spectrometry. BBA Clin 2017; 7:97-104. [PMID: 28331811 PMCID: PMC5357681 DOI: 10.1016/j.bbacli.2017.03.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Revised: 02/08/2017] [Accepted: 03/01/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related mortality in both men and women throughout the world. The need to detect lung cancer at an early, potentially curable stage, is essential and may reduce mortality by 20%. The aim of this study was to identify distinct proteomic profiles in bronchoalveolar fluid (BALF) and plasma that are able to discriminate individuals with benign disease from those with non-small cell lung cancer (NSCLC). METHODS Using label-free mass spectrometry analysis of BALF during discovery-phase analysis, a significant number of proteins were found to have different abundance levels when comparing control to adenocarcinoma (AD) or squamous cell lung carcinoma (SqCC). Validation of candidate biomarkers identified in BALF was performed in a larger cohort of plasma samples by detection with enzyme-linked immunoassay. RESULTS Four proteins (Cystatin-C, TIMP-1, Lipocalin-2 and HSP70/HSPA1A) were selected as a representative group from discovery phase mass spectrometry BALF analysis. Plasma levels of TIMP-1, Lipocalin-2 and Cystatin-C were found to be significantly elevated in AD and SqCC compared to control. CONCLUSION The results presented in this study indicate that BALF is an important proximal biofluid for the discovery and identification of candidate lung cancer biomarkers. GENERAL SIGNIFICANCE There is good correlation between the trend of protein abundance levels in BALF and that of plasma which validates this approach to develop a blood biomarker to aid lung cancer diagnosis, particularly in the era of lung cancer screening. The protein signatures identified also provide insight into the molecular mechanisms associated with lung malignancy.
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Affiliation(s)
- Abduladim Hmmier
- Department of Biology, Maynooth University, Maynooth, Co. Kildare, Ireland; BioNano Integration Research Group, Biotechnology Research Centre, Tripoli, Libya
| | | | - Vincent Lynch
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Martin Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Ross Morgan
- Department of Respiratory Medicine, Beaumont Hospital, Dublin 9, Ireland
| | - Paul Dowling
- Department of Biology, Maynooth University, Maynooth, Co. Kildare, Ireland
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49
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Lundon DJ, Boland A, Prencipe M, Hurley G, O'Neill A, Kay E, Aherne ST, Doolan P, Madden SF, Clynes M, Morrissey C, Fitzpatrick JM, Watson RW. The prognostic utility of the transcription factor SRF in docetaxel-resistant prostate cancer: in-vitro discovery and in-vivo validation. BMC Cancer 2017; 17:163. [PMID: 28249598 PMCID: PMC5333466 DOI: 10.1186/s12885-017-3100-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [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: 03/31/2016] [Accepted: 02/01/2017] [Indexed: 02/06/2023] Open
Abstract
Background Docetaxel based therapy is one of the first line chemotherapeutic agents for the treatment of metastatic castrate-resistant prostate cancer. However, one of the major obstacles in the treatment of these patients is docetaxel-resistance. Defining the mechanisms of resistance so as to inform subsequent treatment options and combinations represents a challenge for clinicians and scientists. Previous work by our group has shown complex changes in pro and anti-apoptotic proteins in the development of resistance to docetaxel. Targeting these changes individually does not significantly impact on the resistant phenotype but understanding the central signalling pathways and transcription factors (TFs) which control these could represent a more appropriate therapeutic targeting approach. Methods Using a number of docetaxel-resistant sublines of PC-3 cells, we have undertaken a transcriptomic analysis by expression microarray using the Affymetrix Human Gene 1.0 ST Array and in conjunction with bioinformatic analyses undertook to predict dysregulated TFs in docetaxel resistant prostate cancer. The clinical significance of this prediction was ascertained by performing immunohistochemical (IHC) analysis of an identified TF (SRF) in the metastatic sites from men who died of advanced CRPC. Investigation of the functional role of SRF was examined by manipulating SRF using SiRNA in a docetaxel-resistant PC-3 cell line model. Results The transcription factors identified include serum response factor (SRF), nuclear factor kappa-B (NFκB), heat shock factor protein 1 (HSF1), testicular receptor 2 & 4 (TR2 &4), vitamin-D and retinoid x receptor (VDR-RXR) and oestrogen-receptor 1 (ESR1), which are predicted to be responsible for the differential gene expression observed in docetaxel-resistance. IHC analysis to quantify nuclear expression of the identified TF SRF correlates with both survival from date of bone metastasis (p = 0.003), survival from androgen independence (p = 0.00002), and overall survival from prostate cancer (p = 0.0044). Functional knockdown of SRF by siRNA demonstrated a reversal of apoptotic resistance to docetaxel treatment in the docetaxel-resistant PC-3 cell line model. Conclusions Our results suggest that SRF could aid in treatment stratification of prostate cancer, and may also represent a therapeutic target in the treatment of men afflicted with advanced prostate cancer. Electronic supplementary material The online version of this article (doi:10.1186/s12885-017-3100-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- D J Lundon
- UCD School of Medicine, Conway Institute of Biomedical and Biomolecular Sciences, University College Dublin, Belfield, Dublin, Dublin 4, Ireland.
| | - A Boland
- UCD School of Mathematical Sciences and Insight, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - M Prencipe
- UCD School of Medicine, Conway Institute of Biomedical and Biomolecular Sciences, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - G Hurley
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - A O'Neill
- UCD School of Medicine, Conway Institute of Biomedical and Biomolecular Sciences, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - E Kay
- Department of Pathology, Beaumont Hospital & Royal College of Surgeons in Ireland, Dublin, Ireland
| | - S T Aherne
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland Non-US/Non-Canadian, Ireland
| | - P Doolan
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland Non-US/Non-Canadian, Ireland
| | - S F Madden
- UCD School of Biomolecular and Biomedical Science, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - M Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland Non-US/Non-Canadian, Ireland
| | - C Morrissey
- Department of Urology, University of Washington, Seattle, WA, USA
| | - J M Fitzpatrick
- UCD School of Medicine, Conway Institute of Biomedical and Biomolecular Sciences, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
| | - R W Watson
- UCD School of Medicine, Conway Institute of Biomedical and Biomolecular Sciences, University College Dublin, Belfield, Dublin, Dublin 4, Ireland
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50
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Hennessy E, Rakovac Tisdall A, Murphy N, Carroll A, O'Gorman D, Breen L, Clarke C, Clynes M, Dowling P, Sreenan S. Elevated 12-hydroxyeicosatetraenoic acid (12-HETE) levels in serum of individuals with newly diagnosed Type 1 diabetes. Diabet Med 2017; 34:292-294. [PMID: 27353008 DOI: 10.1111/dme.13177] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/27/2016] [Indexed: 11/29/2022]
Affiliation(s)
- E Hennessy
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
| | - A Rakovac Tisdall
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
- Connolly Hospital Blanchardstown, Dublin, Ireland
| | - N Murphy
- Children's University Hospital, Dublin, Ireland
| | - A Carroll
- Children's University Hospital, Dublin, Ireland
| | - D O'Gorman
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
- Centre for Preventive Medicine, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - L Breen
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
- Centre for Preventive Medicine, School of Health and Human Performance, Dublin City University, Dublin, Ireland
| | - C Clarke
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
| | - M Clynes
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
| | - P Dowling
- National Institute for Cellular Biotechnology, Dublin City University, Dublin, Ireland
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
- Department of Biology, Maynooth University, Dublin, Ireland
| | - S Sreenan
- 3U Diabetes, Dublin City University, Royal College of Surgeons in Ireland, Maynooth University, Dublin, Ireland
- Connolly Hospital Blanchardstown, Dublin, Ireland
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