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Mayne GC, Woodman RJ, Watson DI, Bright T, Gan S, Lord RV, Bourke MJ, Levert-Mignon A, Bastian I, Irvine T, Schloithe A, Martin M, Sheehan-Hennessy L, Hussey DJ. A Method for Increasing the Robustness of Stable Feature Selection for Biomarker Discovery in Molecular Medicine Developed Using Serum Small Extracellular Vesicle Associated miRNAs and the Barrett's Oesophagus Disease Spectrum. Int J Mol Sci 2023; 24:ijms24087068. [PMID: 37108236 PMCID: PMC10139127 DOI: 10.3390/ijms24087068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/05/2023] [Accepted: 04/09/2023] [Indexed: 04/29/2023] Open
Abstract
The biomarker development field within molecular medicine remains limited by the methods that are available for building predictive models. We developed an efficient method for conservatively estimating confidence intervals for the cross validation-derived prediction errors of biomarker models. This new method was investigated for its ability to improve the capacity of our previously developed method, StaVarSel, for selecting stable biomarkers. Compared with the standard cross validation method, StaVarSel markedly improved the estimated generalisable predictive capacity of serum miRNA biomarkers for the detection of disease states that are at increased risk of progressing to oesophageal adenocarcinoma. The incorporation of our new method for conservatively estimating confidence intervals into StaVarSel resulted in the selection of less complex models with increased stability and improved or similar predictive capacities. The methods developed in this study have the potential to improve progress from biomarker discovery to biomarker driven translational research.
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Affiliation(s)
- George C Mayne
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Richard J Woodman
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
| | - David I Watson
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Tim Bright
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Susan Gan
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Reginald V Lord
- Gastroesophageal Cancer Research Program, St. Vincent's Centre for Applied Medical Research, Darlinghurst, NSW 2010, Australia
| | - Michael J Bourke
- Faculty of Medicine and Health, The University of Sydney, Westmead, NSW 2145, Australia
| | - Angelique Levert-Mignon
- Gastroesophageal Cancer Research Program, St. Vincent's Centre for Applied Medical Research, Darlinghurst, NSW 2010, Australia
| | - Isabell Bastian
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Tanya Irvine
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Ann Schloithe
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Marian Martin
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
| | - Lorraine Sheehan-Hennessy
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
| | - Damian J Hussey
- Flinders Health and Medical Research Institute-Cancer Program, Flinders University, Bedford Park, SA 5042, Australia
- Department of Surgery, Flinders Medical Centre, Bedford Park, SA 5042, Australia
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Mayne GC, Woods CM, Dharmawardana N, Wang T, Krishnan S, Hodge JC, Foreman A, Boase S, Carney AS, Sigston EAW, Watson DI, Ooi EH, Hussey DJ. Correction: Cross validated serum small extracellular vesicle microRNAs for the detection of oropharyngeal squamous cell carcinoma. J Transl Med 2022; 20:282. [PMID: 35733203 PMCID: PMC9215024 DOI: 10.1186/s12967-022-03434-3] [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] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Affiliation(s)
- G C Mayne
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia
| | - C M Woods
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia
| | - N Dharmawardana
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia
| | - T Wang
- Flinders Health and Medical Research Institute, Flinders University, Bedford Park, SA, 5042, Australia
| | - S Krishnan
- Royal Adelaide Hospital and University of Adelaide, Adelaide, SA, 5000, Australia
| | - J C Hodge
- Royal Adelaide Hospital and University of Adelaide, Adelaide, SA, 5000, Australia
| | - A Foreman
- Royal Adelaide Hospital and University of Adelaide, Adelaide, SA, 5000, Australia
| | - S Boase
- Royal Adelaide Hospital, University of Adelaide, Adelaide, SA, 5000, Australia.,Flinders University, Adelaide, SA, 5042, Australia
| | - A S Carney
- Flinders Health and Medical Research Institute, Flinders University, Bedford Park, SA, 5042, Australia
| | - E A W Sigston
- Department of Otorhinolaryngology Head & Neck, Monash Health and Department of Surgery, Monash University, Clayton, VIC, 3168, Australia
| | - D I Watson
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia
| | - E H Ooi
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia
| | - D J Hussey
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, SA, 5042, Australia.
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Eichelmann AK, Mayne GC, Chiam K, Due SL, Bastian I, Butz F, Wang T, Sykes PJ, Clemons NJ, Liu DS, Michael MZ, Karapetis CS, Hummel R, Watson DI, Hussey DJ. Mutant p53 Mediates Sensitivity to Cancer Treatment Agents in Oesophageal Adenocarcinoma Associated with MicroRNA and SLC7A11 Expression. Int J Mol Sci 2021; 22:ijms22115547. [PMID: 34074015 PMCID: PMC8197322 DOI: 10.3390/ijms22115547] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/12/2021] [Accepted: 05/19/2021] [Indexed: 12/18/2022] Open
Abstract
TP53 gene mutations occur in 70% of oesophageal adenocarcinomas (OACs). Given the central role of p53 in controlling cellular response to therapy we investigated the role of mutant (mut-) p53 and SLC7A11 in a CRISPR-mediated JH-EsoAd1 TP53 knockout model. Response to 2 Gy irradiation, cisplatin, 5-FU, 4-hydroxytamoxifen, and endoxifen was assessed, followed by a TaqMan OpenArray qPCR screening for differences in miRNA expression. Knockout of mut-p53 resulted in increased chemo- and radioresistance (2 Gy survival fraction: 38% vs. 56%, p < 0.0001) and in altered miRNA expression levels. Target mRNA pathways analyses indicated several potential mechanisms of treatment resistance. SLC7A11 knockdown restored radiosensitivity (2 Gy SF: 46% vs. 73%; p = 0.0239), possibly via enhanced sensitivity to oxidative stress. Pathway analysis of the mRNA targets of differentially expressed miRNAs indicated potential involvement in several pathways associated with apoptosis, ribosomes, and p53 signaling pathways. The data suggest that mut-p53 in JH-EsoAd1, despite being classified as non-functional, has some function related to radio- and chemoresistance. The results also highlight the important role of SLC7A11 in cancer metabolism and redox balance and the influence of p53 on these processes. Inhibition of the SLC7A11-glutathione axis may represent a promising approach to overcome resistance associated with mut-p53.
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Affiliation(s)
- Ann-Kathrin Eichelmann
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of General, Visceral and Transplant Surgery, University Hospital of Münster, Waldeyerstrasse 1, 48149 Münster, Germany
- Correspondence: (A.-K.E.); (D.J.H.)
| | - George C. Mayne
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of Surgery, Flinders Medical Centre, Bedford Park, Adelaide, SA 5042, Australia
| | - Karen Chiam
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Steven L. Due
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Isabell Bastian
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Frederike Butz
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Tingting Wang
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Pamela J. Sykes
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
| | - Nicholas J. Clemons
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC 3000, Australia; (N.J.C.); (D.S.L.)
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC 3010, Australia
| | - David S. Liu
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC 3000, Australia; (N.J.C.); (D.S.L.)
- Department of Surgery, Austin Health, Heidelberg, VIC 3084, Australia
| | - Michael Z. Michael
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of Gastroenterology, Flinders Medical Centre, Bedford Park, Adelaide, SA 5042, Australia
| | - Christos S. Karapetis
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of Medical Oncology, Flinders Medical Centre, Bedford Park, Adelaide, SA 5042, Australia
| | - Richard Hummel
- Department of Surgery, University Hospital of Schleswig-Holstein, Ratzeburger Allee 160, 23538 Lübeck, Germany;
| | - David I. Watson
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of Surgery, Flinders Medical Centre, Bedford Park, Adelaide, SA 5042, Australia
| | - Damian J. Hussey
- Flinders Health and Medical Research Institute—Cancer Program, Flinders University, Bedford Park, Adelaide, SA 5042, Australia; (G.C.M.); (K.C.); (S.L.D.); (I.B.); (F.B.); (T.W.); (P.J.S.); (M.Z.M.); (C.S.K.); (D.I.W.)
- Department of Surgery, Flinders Medical Centre, Bedford Park, Adelaide, SA 5042, Australia
- Correspondence: (A.-K.E.); (D.J.H.)
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Mayne GC, Woods CM, Dharmawardana N, Wang T, Krishnan S, Hodge JC, Foreman A, Boase S, Carney AS, Sigston EAW, Watson DI, Ooi EH, Hussey DJ. Cross validated serum small extracellular vesicle microRNAs for the detection of oropharyngeal squamous cell carcinoma. J Transl Med 2020; 18:280. [PMID: 32650803 PMCID: PMC7350687 DOI: 10.1186/s12967-020-02446-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 05/17/2020] [Accepted: 07/02/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Oropharyngeal squamous cell carcinoma (OPSCC) is often diagnosed at an advanced stage because the disease often causes minimal symptoms other than metastasis to neck lymph nodes. Better tools are required to assist with the early detection of OPSCC. MicroRNAs (miRNAs, miRs) are potential biomarkers for early head and neck squamous cell cancer diagnosis, prognosis, recurrence, and presence of metastatic disease. However, there is no widespread agreement on a panel of miRNAs with clinically meaningful utility for head and neck squamous cell cancers. This could be due to variations in the collection, storage, pre-processing, and isolation of RNA, but several reports have indicated that the selection and reproducibility of biomarkers has been widely affected by the methods used for data analysis. The primary analysis issues appear to be model overfitting and the incorrect application of statistical techniques. The purpose of this study was to develop a robust statistical approach to identify a miRNA signature that can distinguish controls and patients with inflammatory disease from patients with human papilloma virus positive (HPV +) OPSCC. METHODS Small extracellular vesicles were harvested from the serum of 20 control patients, 20 patients with gastroesophageal reflux disease (GORD), and 40 patients with locally advanced HPV + OPSCC. MicroRNAs were purified, and expression profiled on OpenArray™. A novel cross validation method, using lasso regression, was developed to stabilise selection of miRNAs for inclusion in a prediction model. The method, named StaVarSel (for Stable Variable Selection), was used to derive a diagnostic biomarker signature. RESULTS A standard cross validation approach was unable to produce a biomarker signature with good cross validated predictive capacity. In contrast, StaVarSel produced a regression model containing 11 miRNA ratios with potential clinical utility. Sample permutations indicated that the estimated cross validated prediction accuracy of the 11-miR-ratio model was not due to chance alone. CONCLUSIONS We developed a novel method, StaVarSel, that was able to identify a panel of miRNAs, present in small extracellular vesicles derived from blood serum, that robustly cross validated as a biomarker for the detection of HPV + OPSCC. This approach could be used to derive diagnostic biomarkers of other head and neck cancers.
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Affiliation(s)
- G C Mayne
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
| | - C M Woods
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
| | - N Dharmawardana
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
| | - T Wang
- Flinders Health and Medical Research Institute, Flinders University , Bedford Park, South Australia, 5042, Australia
| | - S Krishnan
- Royal Adelaide Hospital and University of Adelaide, Adelaide, South Australia, 5000, Australia
| | - J C Hodge
- Royal Adelaide Hospital and University of Adelaide, Adelaide, South Australia, 5000, Australia
| | - A Foreman
- Royal Adelaide Hospital and University of Adelaide, Adelaide, South Australia, 5000, Australia
| | - S Boase
- Royal Adelaide Hospital, University of Adelaide, Adelaide, South Australia, 5000, Australia
- Flinders University, South Australia, South Australia, 5042, Australia
| | - A S Carney
- Flinders Health and Medical Research Institute, Flinders University , Bedford Park, South Australia, 5042, Australia
| | - E A W Sigston
- Department of Otorhinolaryngology Head & Neck, Monash Health and Department of Surgery, Monash University, Clayton, Victoria, 3168, Australia
| | - D I Watson
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
| | - E H Ooi
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
| | - D J Hussey
- Flinders Health and Medical Research Institute, Flinders University and Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia.
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Chiam K, Mayne GC, Wang T, Watson DI, Irvine TS, Bright T, Smith LT, Ball IA, Bowen JM, Keefe DM, Thompson SK, Hussey DJ. Serum outperforms plasma in small extracellular vesicle microRNA biomarker studies of adenocarcinoma of the esophagus. World J Gastroenterol 2020; 26:2570-2583. [PMID: 32523312 PMCID: PMC7265139 DOI: 10.3748/wjg.v26.i20.2570] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [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: 01/01/2020] [Revised: 03/27/2020] [Accepted: 05/12/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Circulating microRNAs (miRNAs) are potential biomarkers for many diseases. However, they can originate from non-disease specific sources, such as blood cells, and compromise the investigations for miRNA biomarkers. While small extracellular vesicles (sEVs) have been suggested to provide a purer source of circulating miRNAs for biomarkers discovery, the most suitable blood sample for sEV miRNA biomarker studies has not been defined.
AIM To compare the miRNA profiles between matched serum and plasma sEV preparations to determine their suitability for biomarker studies.
METHODS Matched serum and plasma samples were obtained from 10 healthy controls and 10 patients with esophageal adenocarcinoma. sEV isolates were prepared from serum and plasma using ExoQuickTM and quantified using NanoSight. RNA was extracted from sEV preparations with the miRNeasy Serum/Plasma kit and profiled using the Taqman Openarray qPCR. The overall miRNA content and the expression of specific miRNAs of reported vesicular and non-vesicular origins were compared between serum and plasma sEV preparations. The diagnostic performance of a previously identified multi-miRNA biomarker panel for esophageal adenocarcinoma was also compared.
RESULTS The overall miRNA content was higher in plasma sEV preparations (480 miRNAs) and contained 97.5% of the miRNAs found in the serum sEV preparations (412 miRNAs).The expression of commonly expressed miRNAs was highly correlated (Spearman’s R = 0.87, P < 0.0001) between the plasma and serum sEV preparations, but was consistently higher in the plasma sEV preparations. Specific blood-cell miRNAs (hsa-miR-223-3p, hsa-miR-451a, miR-19b-3p, hsa-miR-17-5p, hsa-miR-30b-5p, hsa-miR-106a-5p, hsa-miR-150-5p and hsa-miR-92a-3p) were expressed at 2.7 to 9.6 fold higher levels in the plasma sEV preparations compared to serum sEV preparations (P < 0.05). In plasma sEV preparations, the percentage of protein-associated miRNAs expressed at relatively higher levels (Ct 20-25) was greater than serum sEV preparations (50% vs 31%). While the percentage of vesicle-associated miRNAs expressed at relatively higher levels was greater in the serum sEV preparations than plasma sEV preparations (70% vs 44%). A 5-miRNA biomarker panel produced a higher cross validated accuracy for discriminating patients with esophageal adenocarcinoma from healthy controls using serum sEV preparations compared with plasma sEV preparations (AUROC 0.80 vs 0.54, P < 0.05).
CONCLUSION Although plasma sEV preparations contained more miRNAs than serum sEV preparations, they also contained more miRNAs from non-vesicle origins. Serum appears to be more suitable than plasma for sEV miRNAs biomarkers studies.
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Affiliation(s)
- Karen Chiam
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - George C Mayne
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Tingting Wang
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - David I Watson
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Tanya S Irvine
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Tim Bright
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
| | - Lorelle T Smith
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
- Discipline of Surgery, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Imogen A Ball
- Adelaide Medical School, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Joanne M Bowen
- Adelaide Medical School, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Dorothy M Keefe
- Faculty of Health Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
| | - Sarah K Thompson
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
| | - Damian J Hussey
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA 5042, Australia
- Flinders Health and Medical Research Institute Cancer Program, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia
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Mayne GC, Watson DI, Chiam K, Hussey DJ. ASO Author Reflections: Predicting the Response of Esophageal Adenocarcinoma to Chemoradiotherapy Before Surgery Using MicroRNA Biomarkers Offers Hope to Improve Outcomes by Tailoring Treatment to Predicted Responses. Ann Surg Oncol 2018; 25:755-756. [PMID: 30362067 DOI: 10.1245/s10434-018-6958-8] [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] [Received: 10/13/2018] [Indexed: 11/18/2022]
Affiliation(s)
- George C Mayne
- Discipline of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - David I Watson
- Discipline of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Karen Chiam
- Discipline of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.,Cancer Research Division, Cancer Council New South Wales, Sydney, Australia
| | - Damian J Hussey
- Discipline of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia. .,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.
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Chiam K, Mayne GC, Watson DI, Woodman RJ, Bright TF, Michael MZ, Karapetis CS, Irvine T, Phillips WA, Hummel R, Wang T, Pimlott LK, Marri S, Astill DS, Ruszkiewicz AR, Thompson SK, Hussey DJ. Identification of microRNA Biomarkers of Response to Neoadjuvant Chemoradiotherapy in Esophageal Adenocarcinoma Using Next Generation Sequencing. Ann Surg Oncol 2018; 25:2731-2738. [PMID: 29987600 DOI: 10.1245/s10434-018-6626-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Clinical trials report improved overall survival following neoadjuvant chemoradiotherapy in patients undergoing surgery for esophageal adenocarcinoma, with a 10-15% survival improvement. MicroRNAs (miRNAs) are small noncoding RNAs that are known to direct the behavior of cancers, including response to treatment. We investigated the ability of miRNAs to predict outcomes after neoadjuvant chemoradiotherapy. METHODS Endoscopic biopsies from esophageal adenocarcinomas were obtained before neoadjuvant chemoradiotherapy and esophagectomy. miRNA levels were measured in the biopsies using next generation sequencing and compared with pathological response in the surgical resection, and subsequent survival. miRNA ratios that predicted pathological response were identified by Lasso regression and leave-one-out cross-validation. Association between miRNA ratio candidates and relapse-free survival was assessed using Kaplan-Meier analysis. Cox regression and Harrell's C analyses were performed to assess the predictive performance of the miRNAs. RESULTS Two miRNA ratios (miR-4521/miR-340-5p and miR-101-3p/miR-451a) that predicted the pathological response to neoadjuvant chemoradiotherapy were found to be associated with relapse-free survival. Pretreatment expression of these two miRNA ratios, pretreatment tumor differentiation, posttreatment AJCC histopathological tumor regression grading, and posttreatment tumor clearance/margins were significant factors associated with survival in Cox regression analysis. Multivariate analysis of the two ratios together with pretherapy factors resulted in a risk prediction accuracy of 85% (Harrell's C), which was comparable with the prediction accuracy of the AJCC treatment response grading (77%). CONCLUSIONS miRNA-ratio biomarkers identified using next generation sequencing can be used to predict disease free survival following neoadjuvant chemoradiotherapy and esophagectomy in patients with esophageal adenocarcinoma.
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Affiliation(s)
- Karen Chiam
- Cancer Research Division, Cancer Council New South Wales, Sydney, Australia.,Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia
| | - George C Mayne
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - David I Watson
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Richard J Woodman
- Flinders Centre for Epidemiology and Biostatistics, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Tim F Bright
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Michael Z Michael
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Christos S Karapetis
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Tanya Irvine
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Wayne A Phillips
- Cancer Biology and Surgical Oncology Laboratory, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.,Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, VIC, Australia
| | - Richard Hummel
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Department of Surgery, University Hospital Schleswig-Holstein, Campus Lübeck, Lübeck, Germany
| | - Tingting Wang
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia.,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Letitia K Pimlott
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Shashikanth Marri
- Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - David StJ Astill
- Department of Anatomical Pathology, Flinders Medical Centre, Adelaide, SA, Australia
| | - Andrew R Ruszkiewicz
- Centre for Cancer Biology, University of South Australia and SA Pathology, Adelaide, SA, Australia
| | - Sarah K Thompson
- Department of Surgery, University of Adelaide, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Damian J Hussey
- Discipline of Surgery, College of Medicine and Public Health, Flinders University of South Australia, Adelaide, SA, Australia. .,Flinders Centre for Innovation in Cancer, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia.
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Lindblad M, Bright T, Schloithe A, Mayne GC, Chen G, Bull J, Bampton PA, Fraser RJL, Gatenby PA, Gordon LG, Watson DI. Toward More Efficient Surveillance of Barrett's Esophagus: Identification and Exclusion of Patients at Low Risk of Cancer. World J Surg 2017; 41:1023-1034. [PMID: 27882416 DOI: 10.1007/s00268-016-3819-0] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Endoscopic surveillance of Barrett's esophagus (BE) is probably not cost-effective. A sub-population with BE at increased risk of high-grade dysplasia (HGD) or esophageal adenocarcinoma (EAC) who could be targeted for cost-effective surveillance was sought. METHODS The outcome for BE surveillance from 2003 to 2012 in a structured program was reviewed. Incidence rates and incidence rate ratios for developing HGD or EAC were calculated. Risk stratification identified individuals who could be considered for exclusion from surveillance. A health-state transition Markov cohort model evaluated the cost-effectiveness of focusing on higher-risk individuals. RESULTS During 2067 person-years of follow-up of 640 patients, 17 individuals progressed to HGD or EAC (annual IR 0.8%). Individuals with columnar-lined esophagus (CLE) ≥2 cm had an annual IR of 1.2% and >8-fold increased relative risk of HGD or EAC, compared to CLE <2 cm [IR-0.14% (IRR 8.6, 95% CIs 4.5-12.8)]. Limiting the surveillance cohort after the first endoscopy to individuals with CLE ≥2 cm, or dysplasia, followed by a further restriction after the second endoscopy-exclusion of patients without intestinal metaplasia-removed 296 (46%) patients, and 767 (37%) person-years from surveillance. Limiting surveillance to the remaining individuals reduced the incremental cost-effectiveness ratio from US$60,858 to US$33,807 per quality-adjusted life year (QALY). Further restrictions were tested but failed to improve cost-effectiveness. CONCLUSIONS Based on stratification of risk, the number of patients requiring surveillance can be reduced by at least a third. At a willingness-to-pay threshold of US$50,000 per QALY, surveillance of higher-risk individuals becomes cost-effective.
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Affiliation(s)
- Mats Lindblad
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia
- Division of Upper Gastrointestinal Surgery, Centre of Digestive Diseases, Karolinska, University Hospital, Stockholm, Sweden
| | - Tim Bright
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia
| | - Ann Schloithe
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia
| | - George C Mayne
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia
| | - Gang Chen
- Flinders Centre for Innovation in Cancer, Flinders University, Adelaide, Australia
| | - Jeff Bull
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia
| | - Peter A Bampton
- Department of Gastroenterology and Hepatology, Flinders University, Adelaide, Australia
| | - Robert J L Fraser
- Department of Gastroenterology and Hepatology, Flinders University, Adelaide, Australia
| | - Piers A Gatenby
- Department of Surgery, Royal Surrey County Hospital, Guildford, UK
| | - Louisa G Gordon
- Centre for Applied Health Economics, Griffith University, Brisbane, Australia
| | - David I Watson
- Department of Surgery, Flinders University, Flinders Medical Centre, Room 3D211, Bedford Park, Adelaide, SA, 5042, Australia.
- Flinders Centre for Innovation in Cancer, Flinders University, Adelaide, Australia.
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Sreedharan L, Mayne GC, Watson DI, Bright T, Lord RV, Ansar A, Wang T, Kist J, Astill DS, Hussey DJ. MicroRNA profile in neosquamous esophageal mucosa following ablation of Barrett’s esophagus. World J Gastroenterol 2017; 23:5508-5518. [PMID: 28852310 PMCID: PMC5558114 DOI: 10.3748/wjg.v23.i30.5508] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 05/18/2017] [Accepted: 07/04/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To investigate the microRNA expression profile in esophageal neosquamous epithelium from patients who had undergone ablation of Barrett’s esophagus.
METHODS High throughput screening using TaqMan® Array Human MicroRNA quantitative PCR was used to determine expression levels of 754 microRNAs in distal esophageal mucosa (1 cm above the gastro-esophageal junction) from 16 patients who had undergone ablation of non-dysplastic Barrett’s esophagus using argon plasma coagulation vs pretreatment mucosa, post-treatment proximal normal non-treated esophageal mucosa, and esophageal mucosal biopsies from 10 controls without Barrett’s esophagus. Biopsies of squamous mucosa were also taken from 5 cm above the pre-ablation squamo-columnar junction. Predicted mRNA target pathway analysis was used to investigate the functional involvement of differentially expressed microRNAs.
RESULTS Forty-four microRNAs were differentially expressed between control squamous mucosa vs post-ablation neosquamous mucosa. Nineteen microRNAs were differentially expressed between post-ablation neosquamous and post-ablation squamous mucosa obtained from the more proximal non-treated esophageal segment. Twelve microRNAs were differentially expressed in both neosquamous vs matched proximal squamous mucosa and neosquamous vs squamous mucosa from healthy patients. Nine microRNAs (miR-424-5p, miR-127-3p, miR-98-5p, miR-187-3p, miR-495-3p, miR-34c-5p, miR-223-5p, miR-539-5p, miR-376a-3p, miR-409-3p) were expressed at higher levels in post-ablation neosquamous mucosa than in matched proximal squamous and healthy squamous mucosa. These microRNAs were also more highly expressed in Barrett’s esophagus mucosa than matched proximal squamous and squamous mucosa from controls. Target prediction and pathway analysis suggests that these microRNAs may be involved in the regulation of cell survival signalling pathways. Three microRNAs (miR-187-3p, miR-135b-5p and miR-31-5p) were expressed at higher levels in post-ablation neosquamous mucosa than in matched proximal squamous and healthy squamous mucosa. These miRNAs were expressed at similar levels in pre-ablation Barrett’s esophagus mucosa, matched proximal squamous and squamous mucosa from controls. Target prediction and pathway analysis suggests that these microRNAs may be involved in regulating the expression of proteins that contribute to barrier function.
CONCLUSION Neosquamous mucosa arising after ablation of Barrett’s esophagus expresses microRNAs that may contribute to decreased barrier function and microRNAs that may be involved in the regulation of survival signaling pathways.
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10
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Ghosal P, Sukocheva OA, Wang T, Mayne GC, Watson DI, Hussey DJ. Effects of chemotherapy agents on Sphingosine-1-Phosphate receptors expression in MCF-7 mammary cancer cells. Biomed Pharmacother 2016; 81:218-224. [PMID: 27261597 DOI: 10.1016/j.biopha.2016.04.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [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: 11/27/2015] [Revised: 04/06/2016] [Accepted: 04/08/2016] [Indexed: 02/05/2023] Open
Abstract
Sphingosine-1-phosphate (S1P) is a potent bioactive sphingolipid involved in the regulation of cell proliferation and cancer progression. Increased expression of S1P receptors has been detected in advanced breast tumours with poor prognosis suggesting that S1P receptors might control tumour response to chemotherapy. However, it remains unclear how the levels of S1P receptor expression are influenced by chemotherapy agents. Western immunoblotting, PCR analysis and fluorescent microscopy techniques were used in this study to analyze expression patterns of S1P receptors 2 and 3 (S1P2/S1P3) in MCF-7 breast adenocarcinoma cells treated by Tamoxifen (TAM) and/or Medroxyprogesterone acetate (MPA). We found that TAM/MPA induce downregulation of S1P3 receptors, but stimulate expression of S1P2. According to cell viability and caspase activity analyses, as expected, TAM activated apoptosis. We also detected TAM/MPA-induced autophagy marked by formation of macroautophagosomes and increased level of Beclin 1. Combined application of TAM and MPA resulted in synergistic apoptosis- and autophagy-stimulating effects. Assessed by fluorescent microscopy with autophagosome marker LAMP-2, changes in S1P receptor expression coincided with activation of autophagy, suggestively, directing breast cancer cells towards death. Further studies are warranted to explore the utility of manipulation of S1P2 and S1P3 receptor expression as a novel treatment approach.
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Affiliation(s)
- P Ghosal
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia
| | - O A Sukocheva
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia.
| | - T Wang
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia
| | - G C Mayne
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia
| | - D I Watson
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia
| | - D J Hussey
- Flinders University Department of Surgery & Flinders Centre for Innovation in Cancer, Flinders Medical Centre, Bedford Park, 5042, South Australia, Australia
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11
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Koetje JH, Nieuwenhuijs VB, Irvine T, Mayne GC, Watson DI. Measuring Outcomes of Laparoscopic Anti-reflux Surgery: Quality of Life Versus Symptom Scores? World J Surg 2016; 40:1137-44. [DOI: 10.1007/s00268-015-3394-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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12
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Jones ME, Mayne GC, Wang T, Watson DI, Hussey DJ. A fixed-point algorithm for estimating amplification efficiency from a polymerase chain reaction dilution series. BMC Bioinformatics 2014; 15:372. [PMID: 25492416 PMCID: PMC4268849 DOI: 10.1186/s12859-014-0372-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Accepted: 10/31/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The polymerase chain reaction amplifies and quantifies small amounts of DNA. It is a cyclic process, during each cycle of which each strand of template DNA is copied with probability approaching one: the amount of DNA approximately doubles and this amount can be estimated fluorimetrically each cycle, producing a set of fluorescence values hereafter referred to as the amplification curve. Commonly the biological question of relevance is one of the ratio of DNA concentrations in two samples: a ratio that is deduced by comparing the two amplification curves, usually by way of a plot of fluorescence against cycle number. Central to this analysis is measuring the extent to which one amplification curve is shifted relative to the other, a measurement often accomplished by defining a threshold or quantification cycle, C q , for each curve: the fractional cycle number at which fluorescence reaches some threshold or at which some other criterion (maximum slope, maximum rate of change of slope) is satisfied. We propose an alternative where position is measured relative to a reference curve; position equates to the cycle shift which maximizes the correlation between the reference and the observed fluorescence sequence. A key parameter of the reference curve is obtained by fixed-point convergence. RESULTS We consider the analysis of dilution series constructed for the estimation of qPCR amplification efficiency. The estimate of amplification efficiency is based on the slope of the regression line when the C q is plotted against the logarithm of dilution. We compare the approach to three commonly used methods for determining C q ; each is applied to publicly accessible calibration data sets, and to ten from our own laboratory. As in the established literature we judge their relative merits both from the standard deviation of the slope of the calibration curve, and from the variance in C q for replicate fluorescence curves. CONCLUSIONS The approach does not require modification of experimental protocols, and can be applied retrospectively to existing data. We recommend that it be added to the methodological toolkit with which laboratories interpret their real-time PCR data.
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Affiliation(s)
- Michael E Jones
- Department of Anaesthesia and Pain Management, and Department of Anatomy, Flinders University, Bedford Park SA, 5042, Australia.
| | - George C Mayne
- Department of Surgery, Flinders University, Bedford Park SA, 5042, Australia.
| | - Tingting Wang
- Department of Surgery, Flinders University, Bedford Park SA, 5042, Australia.
| | - David I Watson
- Department of Surgery, Flinders University, Bedford Park SA, 5042, Australia.
| | - Damian J Hussey
- Department of Surgery, Flinders University, Bedford Park SA, 5042, Australia.
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13
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Gordon LG, Mayne GC, Bright T, Whiteman DC, Watson DI. Response. Gastrointest Endosc 2014; 80:191. [PMID: 24950651 DOI: 10.1016/j.gie.2014.02.020] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 02/18/2014] [Indexed: 02/08/2023]
Affiliation(s)
- Louisa G Gordon
- Centre for Applied Health Economics, Griffith Health Institute, Griffith University, Queensland, Australia
| | - George C Mayne
- Flinders University Department of Surgery, Flinders Medical Centre, South Australia, Australia
| | - Timothy Bright
- Flinders University Department of Surgery, Flinders Medical Centre, South Australia, Australia
| | - David C Whiteman
- QIMR Berghofer Medical Research Institute, Population Health Department, Royal Brisbane Hospital, Brisbane, Queensland, Australia
| | - David I Watson
- Flinders University Department of Surgery, Flinders Medical Centre, South Australia, Australia
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14
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Gordon LG, Mayne GC, Hirst NG, Bright T, Whiteman DC, Watson DI. Cost-effectiveness of endoscopic surveillance of non-dysplastic Barrett's esophagus. Gastrointest Endosc 2014; 79:242-56.e6. [PMID: 24079411 DOI: 10.1016/j.gie.2013.07.046] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2013] [Accepted: 07/29/2013] [Indexed: 02/08/2023]
Abstract
BACKGROUND Endoscopic surveillance for non-dysplastic Barrett's esophagus (BE) is contentious and its cost effectiveness unclear. OBJECTIVE To perform an economic analysis of endoscopic surveillance strategies. DESIGN Cost-utility analysis by using a simulation Markov model to synthesize evidence from large epidemiologic studies and clinical data for surveillance, based on international guidelines, applied in a coordinator-managed surveillance program. SETTING Tertiary care hospital, South Australia. PATIENTS A total of 2040 patient-years of follow-up. INTERVENTION (1) No surveillance, (2) 2-yearly endoscopic surveillance of patients with non-dysplastic BE and 6-monthly surveillance of patients with low-grade dysplasia, (3) a hypothetical strategy of biomarker-modified surveillance. MAIN OUTCOME MEASUREMENTS U.S. cost per quality-adjusted life year (QALY) ratios. RESULTS Compared with no surveillance, surveillance produced an estimated incremental cost per QALY ratio of $60,858. This was reduced to $38,307 when surveillance practice was modified by a hypothetical biomarker-based strategy. Sensitivity analyses indicated that the likelihood that surveillance alone was cost-effective compared with no surveillance was 16.0% and 60.6% if a hypothetical biomarker-based strategy was added to surveillance, at an acceptability threshold of $100,000 per QALY gained. LIMITATIONS Treatment options for BE that overlap those for symptomatic GERD were omitted. CONCLUSION By using best available estimates of the malignant potential of BE, endoscopic surveillance of patients with non-dysplastic BE is unlikely to be cost-effective for the majority of patients and depends heavily on progression rates between dysplasia grades. However, strategies that modify surveillance according to cancer risk might be cost-effective, provided that high-risk individuals can be identified and prioritized for surveillance.
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Affiliation(s)
- Louisa G Gordon
- Centre for Applied Health Economics, Griffith Health Institute, Griffith University, Logan Campus, University Dr, Meadowbrook, Queensland, Australia; QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - George C Mayne
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - Nicholas G Hirst
- Centre for Applied Health Economics, Griffith Health Institute, Griffith University, Logan Campus, University Dr, Meadowbrook, Queensland, Australia
| | - Timothy Bright
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - David C Whiteman
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | | | - David I Watson
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia, Australia
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15
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Gordon LG, Mayne GC. Cost-effectiveness of Barrett's oesophagus screening and surveillance. Best Pract Res Clin Gastroenterol 2013; 27:893-903. [PMID: 24182609 DOI: 10.1016/j.bpg.2013.08.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2013] [Revised: 07/19/2013] [Accepted: 08/26/2013] [Indexed: 02/08/2023]
Abstract
Endoscopic screening and surveillance of patients with Barrett's oesophagus to detect oesophageal cancer at earlier stages is contentious. As a consequence, their cost-effectiveness is also debatable. Current health economic evidence shows mixed results for demonstrating their value, mainly due to varied assumptions around progression rates to cancer, quality of life and treatment pathways. No randomized controlled trial exists to definitively support the efficacy of surveillance programs and one is unlikely to be undertaken. Contemporary treatment, cost and epidemiological data to contribute to cost-effectiveness analyses are needed. Risk assessment to stratify patients at low- or high-risk of developing cancer should improve cost-effectiveness outcomes as higher gains will be seen for those at higher risk, and medical resource use will be avoided in those at lower risk. Rapidly changing technologies for imaging, biomarker testing and less-invasive endoscopic treatments also promise to lower health system costs and avoid adverse events in patients.
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Affiliation(s)
- Louisa G Gordon
- Centre for Applied Health Economics, Griffith Health Institute, Griffith University, Logan Campus, University Dr, Meadowbrook, Queensland 4131, Australia.
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16
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Abstract
There are several microRNAs that have been consistently reported to be differentially expressed in esophageal squamous cell carcinoma vs. normal squamous tissue, with prognostic associations for miR-21 (invasion, positive nodes, decreased survival), miR-143 (disease recurrence, invasion depth), and miR-375 (inversely correlated with advanced stage, distant metastasis, poor overall survival, and disease-free survival). There is also evidence that miR-375 regulates gene expression associated with resistance to chemotherapy. Hence, microRNA expression assays have the potential to provide clinically relevant information about prognosis and potential response to chemotherapy in patients with esophageal squamous cell carcinoma. Results are inconsistent, however, for microRNAs across different studies for esophageal adenocarcinoma (EAC) vs. its precursor lesion Barrett's esophagus. These inconsistencies may partly result from pathological and/or molecular heterogeneity in both Barrett's esophagus and EAC, but may also result from differences in study designs or different choices of comparator tissues. Despite these inconsistencies, however, several mRNA/protein targets have been identified, the cancer related biology of some of these targets is well understood, and there are clinico-pathological associations for some of these mRNA targets. MicroRNAs also have potential for use in therapy for esophageal cancers. The development of new delivery methods, such as minicells and autologous microvesicles, and molecular modifications such as the addition of aromatic benzene pyridine analogs, have facilitated the exploration of the effects of therapeutic microRNAs in vivo. These approaches are producing encouraging results, with one technology in a phase I/IIa clinical trial.
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Affiliation(s)
- George C Mayne
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia 5042, Australia
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17
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Mayne GC, Hussey DJ, Watson DI. MicroRNAs and esophageal cancer--implications for pathogenesis and therapy. Curr Pharm Des 2013; 19:1211-26. [PMID: 23092342 DOI: 10.2174/138161213804805702] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2012] [Accepted: 09/24/2012] [Indexed: 11/22/2022]
Abstract
There are several microRNAs that have been consistently reported to be differentially expressed in esophageal squamous cell carcinoma vs. normal squamous tissue, with prognostic associations for miR-21 (invasion, positive nodes, decreased survival), miR-143 (disease recurrence, invasion depth), and miR-375 (inversely correlated with advanced stage, distant metastasis, poor overall survival, and disease-free survival). There is also evidence that miR-375 regulates gene expression associated with resistance to chemotherapy. Hence, microRNA expression assays have the potential to provide clinically relevant information about prognosis and potential response to chemotherapy in patients with esophageal squamous cell carcinoma. Results are inconsistent, however, for microRNAs across different studies for esophageal adenocarcinoma (EAC) vs. its precursor lesion Barrett's esophagus. These inconsistencies may partly result from pathological and/or molecular heterogeneity in both Barrett's esophagus and EAC, but may also result from differences in study designs or different choices of comparator tissues. Despite these inconsistencies, however, several mRNA/protein targets have been identified, the cancer related biology of some of these targets is well understood, and there are clinico-pathological associations for some of these mRNA targets. MicroRNAs also have potential for use in therapy for esophageal cancers. The development of new delivery methods, such as minicells and autologous microvesicles, and molecular modifications such as the addition of aromatic benzene pyridine analogs, have facilitated the exploration of the effects of therapeutic microRNAs in vivo. These approaches are producing encouraging results, with one technology in a phase I/IIa clinical trial.
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Affiliation(s)
- George C Mayne
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia 5042, Australia
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18
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Mayne GC, Hussey DJ, Watson DI. Can miRNA profiling allow us to determine which patients with esophageal cancer will respond to chemoradiotherapy? Expert Rev Anticancer Ther 2013; 13:271-3. [PMID: 23477513 DOI: 10.1586/era.12.182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Evaluation of: Ko MA, Zehong G, Virtanen C et al. miRNA expression profiling of esophageal cancer before and after induction chemoradiotherapy. Ann. Thorac. Surg. 94(4), 1094-1103 (2012). Most patients undergoing surgery for esophageal cancer are treated before surgery with chemotherapy and radiotherapy. However, some tumors respond poorly to these treatments. The article under evaluation profiled miRNA levels in esophageal cancers from patients who did respond to chemoradiotherapy versus those who did not. A large number of miRNAs were differentially expressed between responders versus nonresponders, and patients with either decreased miR-135b or increased miR-145 expression in cancer tissue had improved disease-free survival. Although this study has several limitations, including a mixed cohort of patients with adenocarcinoma and squamous cell carcinoma, and the absence of a validation set of patients, the results do suggest that a miRNA profiling approach may be able to circumvent one of the primary challenges for biomarker development, molecular heterogeneity.
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Affiliation(s)
- George C Mayne
- Department of Surgery, Flinders University, Bedford Park, SA 5042, Australia
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19
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Dixon DL, Mayne GC, Griggs KM, De Pasquale CG, Bersten AD. Chronic elevation of pulmonary microvascular pressure in chronic heart failure reduces bi-directional pulmonary fluid flux. Eur J Heart Fail 2012; 15:368-75. [PMID: 23248216 DOI: 10.1093/eurjhf/hfs201] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
AIMS Chronic heart failure leads to pulmonary vascular remodelling and thickening of the alveolar-capillary barrier. We examined whether this protective effect may slow resolution of pulmonary oedema consistent with decreased bi-directional fluid flux. METHODS AND RESULTS Seven weeks following left coronary artery ligation, we measured both fluid flux during an acute rise in left atrial pressure (n = 29) and intrinsic alveolar fluid clearance (n = 45) in the isolated rat lung. Chronic elevation of pulmonary microvascular pressure prevented pulmonary oedema and decreased lung compliance when left atrial pressure was raised to 20 cmH2O, and was associated with reduced expression of endothelial aquaporin 1 (P = 0.03). However, no other changes were found in mediators of fluid flux or cellular fluid channels. In isolated rat lungs, chronic LV dysfunction (LV end-diastolic pressure and infarct circumference) was also inversely related to alveolar fluid clearance (P ≤ 0.001). The rate of pulmonary oedema reabsorption was estimated by plasma volume expansion in eight patients with a previous clinical history of chronic heart failure and eight without, who presented with acute pulmonary oedema. Plasma volume expansion was reduced at 24 h in those with chronic heart failure (P = 0.03). CONCLUSIONS Chronic elevation of pulmonary microvascular pressure in CHF leads to decreased intrinsic bi-directional fluid flux at the alveolar-capillary barrier. This adaptive response defends against alveolar flooding, but may delay resolution of alveolar oedema.
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Affiliation(s)
- Dani-Louise Dixon
- Intensive and Critical Care Unit, Flinders Medical Centre, and Department of Critical Care Medicine, Flinders University, Adelaide, Australia.
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20
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Abstract
Barrett's esophagus is the major risk factor for esophageal adenocarcinoma. Endoscopic interventions that ablate Barrett's esophagus mucosa lead to replacement with a new squamous (neosquamous) mucosa, but it can be difficult to achieve complete ablation. Knowing whether cancer is less likely to develop in neosquamous mucosa or residual Barrett's esophagus after ablation is critical for determining the efficacy of treatment. This issue can be informed by assessing biomarkers that are associated with an increased risk of progression to adenocarcinoma. Although there are few postablation biomarker studies, evidence suggests that neosquamous mucosa may have a reduced risk of adenocarcinoma in patients who have been treated for dysplasia or cancer, but some patients who do not have complete eradication of nondysplastic Barrett's esophagus may still be at risk. Biomarkers could be used to optimize endoscopic surveillance strategies following ablation, but this needs to be assessed by clinical studies and economic modeling.
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Affiliation(s)
- Jacob A Chisholm
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia 5042, Australia
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21
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Mayne GC, Bright T, Hussey DJ, Watson DI. Ablation of Barrett's oesophagus: towards improved outcomes for oesophageal cancer? ANZ J Surg 2012; 82:592-8. [PMID: 22901306 DOI: 10.1111/j.1445-2197.2012.06151.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2011] [Indexed: 11/28/2022]
Abstract
Barrett's oesophagus is the major risk factor for the development of oesophageal adenocarcinoma. The management of Barrett's oesophagus entails treating reflux symptoms with acid-suppressing medication or surgery (fundoplication). However, neither form of anti-reflux therapy produces predictable regression, or prevents cancer development. Patients with Barrett's oesophagus usually undergo endoscopic surveillance, which aims to identify dysplastic changes or cancer at its earliest stage, when treatment outcomes should be better. Alternative endoscopic interventions are now available and are suggested for the treatment of early cancer and prevention of progression of Barrett's oesophagus to cancer. Such treatments could minimize the risks associated with oesophagectomy. The current status of these interventions is reviewed. Various endoscopic interventions have been described, but with long-term outcomes uncertain, they remain somewhat controversial. Radiofrequency ablation of dysplastic Barrett's oesophagus might reduce the risk of cancer progression, although cancer development has been reported after this treatment. Endoscopic mucosal resection (EMR) allows a 1.5-2 cm diameter piece of oesophageal mucosa to be removed. This provides better pathology for diagnosis and staging, and if the lesion is confined to the mucosa and fully excised, EMR can be curative. The combination of EMR and radiofrequency ablation has been used for multifocal lesions, but long-term outcomes are unknown. The new endoscopic interventions for Barrett's oesophagus and early oesophageal cancer have the potential to improve clinical outcomes, although evidence that confirms superiority over oesphagectomy is limited. Longer-term outcome data and data from larger cohorts are required to confirm the appropriateness of these procedures.
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Affiliation(s)
- George C Mayne
- Flinders University Department of Surgery, Flinders Medical Centre, Bedford Park, South Australia, Australia.
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Gordon LG, Hirst NG, Mayne GC, Watson DI, Bright T, Cai W, Barbour AP, Smithers BM, Whiteman DC, Eckermann S. Modeling the cost-effectiveness of strategies for treating esophageal adenocarcinoma and high-grade dysplasia. J Gastrointest Surg 2012; 16:1451-61. [PMID: 22644445 DOI: 10.1007/s11605-012-1911-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Accepted: 05/07/2012] [Indexed: 01/31/2023]
Abstract
OBJECTIVE This study aims to synthesize cost and health outcomes for current treatment pathways for esophageal adenocarcinoma and high-grade dysplasia (HGD) and to model comparative net clinical and economic benefits of alternative management scenarios. METHODS A decision-analytic model of real-world practices for esophageal adenocarcinoma treatment by tumor stage was constructed and validated. The model synthesized treatment probabilities, survival, quality of life, and resource use extracted from epidemiological datasets, published literature, and expert opinion. Comparative analyses between current practice and five hypothetical scenarios for modified treatment were undertaken. RESULTS Over 5 years, outcomes across T stage ranged from 4.06 quality-adjusted life-years and costs of $3,179 for HGD to 1.62 quality-adjusted life-years and costs of $50,226 for stage T4. Greater use of endoscopic mucosal resection for stage T1 and measures to reduce esophagectomy mortality to 0-3 % produced modest gains, whereas a 20 % reduction in the proportion of patients presenting at stage T3 produced large incremental net benefits of $4,971 (95 % interval, $1,560-8,368). CONCLUSION These findings support measures that promote earlier diagnosis, such as developing risk assessment processes or endoscopic surveillance of Barrett's esophagus. Incremental net monetary benefits for other strategies are relatively small in comparison to predicted gains from early detection strategies.
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Affiliation(s)
- Louisa G Gordon
- Centre for Applied Health Economics, Griffith Health Institute, Griffith University, Logan Campus, University Drive, Meadowbrook, Queensland 4131, Australia.
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Mayne GC, Watson DI, Hussey DJ. COX-2 mRNA is increased in oesophageal mucosal cells by a proton pump inhibitor. ANZ J Surg 2012; 82:691-6. [PMID: 22758658 DOI: 10.1111/j.1445-2197.2012.06124.x] [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: 11/30/2022]
Abstract
BACKGROUND Barrett's oesophagus develops in some individuals with gastro-oesophageal reflux and is the precursor to oesophageal adenocarcinoma. Proton pump inhibitors (PPIs) suppress gastric acid production and are used to treat reflux. Clinical trials suggest that cyclooxygenase (COX) inhibitors might prevent oesophageal cancer, although PPIs could offset this by increasing COX-2 expression in Barrett's oesophagus. To investigate this, we evaluated the impact of a PPI on COX expression in oesophageal mucosal cells. METHODS The effect of the PPI esomeprazole on COX-1 and COX-2 mRNA levels in oesophageal cells was determined. Oesophageal cell lines OE33 (adenocarcinoma-derived) and HET-1A (immortalized squamous cells) and a control intestinal cell line HT29 (colon carcinoma) were treated for 24 h, with increasing concentrations of the esomeprazole. RESULTS COX-2, but not COX-1, mRNA levels dose-dependently increased in OE33 and HET-1A cells versus esomeprazole concentration. COX-2 mRNA levels did not increase in HT29 cells. CONCLUSIONS Exposure to esomeprazole increases COX-2 mRNA in oesophageal cells. This might contribute to the lack of benefit for COX inhibitors for oesophageal cancer prevention in recent clinical studies.
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Affiliation(s)
- George C Mayne
- Department of Surgery, Flinders University, Flinders Medical Centre, Bedford Park, South Australia, Australia.
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Gordon LG, Eckermann S, Hirst NG, Watson DI, Mayne GC, Fahey P, Whiteman DC. Healthcare resource use and medical costs for the management of oesophageal cancer. Br J Surg 2011; 98:1589-98. [PMID: 22059235 DOI: 10.1002/bjs.7599] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND This study examined the interaction between natural history, current practice patterns in diagnosis, monitoring and treatment of oesophageal cancer, and associated health resource utilization and costs. METHODS A cost analysis of a prospective population-based cohort of 1100 patients with a primary diagnosis of oesophageal cancer was performed using chart review from the Australian Cancer Study Clinical Follow-Up Study. The analysis enabled estimation of healthcare resources and associated costs in 2009 euros by stage of disease and treatment pathway. RESULTS Most patients (88·5 per cent) presented with stage II, III or IV cancer; 61·1 per cent (672 of 1100) were treated surgically. Overall mean costs were €37,195 (median €29,114) for patients undergoing surgery and €17,281 (median €13,066) for those treated without surgery. Surgery contributed 66·4 per cent of the total costs (mean €24,697 per patient) in the surgical group. In the non-surgical group, use of chemotherapy was more prevalent (81·9 per cent of patients) and contributed 61·1 per cent of the total costs. Other important cost determinants were gastro-oesophageal junction tumours, treatment location and tumour stage. Mean costs of those monitored for Barrett's oesophagus (7·3 per cent of patients) were lower, although about one-third still presented with advanced-stage cancer. CONCLUSION Overall costs for managing oesophageal cancer were high and dominated by surgery costs in patients treated surgically and by chemotherapy costs in patients treated without surgery. Radiotherapy, treatment location and cancer subtype were also important. Monitoring for Barrett's oesophagus and earlier-stage detection were associated with lower management costs, but the potential net benefit from surveillance strategies needs further investigation.
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Affiliation(s)
- L G Gordon
- Queensland Institute of Medical Research, Population Health Department, Royal Brisbane Hospital, Brisbane, Queensland, Australia.
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Smith CM, Watson DI, Leong MP, Mayne GC, Michael MZ, Wijnhoven BPL, Hussey DJ. miR-200 family expression is downregulated upon neoplastic progression of Barrett’s esophagus. World J Gastroenterol 2011; 17:1036-44. [PMID: 21448356 PMCID: PMC3057147 DOI: 10.3748/wjg.v17.i8.1036] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2010] [Revised: 09/13/2010] [Accepted: 09/20/2010] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate miR-200 family expression in Barrett’s epithelium, gastric and duodenal epithelia, and esophageal adenocarcinoma.
METHODS: Real-time reverse transcriptase-polymerase chain reaction was used to measure miR-200, ZEB1 and ZEB2 expression. Ingenuity Pathway Analysis of miR-200 targets was used to predict biological outcomes.
RESULTS: Barrett’s epithelium expressed lower levels of miR-141 and miR-200c than did gastric and duodenal epithelia (P < 0.001). In silico analysis indicated roles for the miR-200 family in molecular pathways that distinguish Barrett’s epithelium from gastric and duodenal epithelia, and which control apoptosis and proliferation. All miR-200 members were downregulated in adenocarcinoma (P < 0.02), and miR-200c expression was also downregulated in non-invasive epithelium adjacent to adenocarcinoma (P < 0.02). The expression of all miR-200 members was lower in Barrett’s epithelium derived high-grade dysplastic cell lines than in a cell line derived from benign Barrett’s epithelium. We observed significant inverse correlations between miR-200 family expression and ZEB1 and ZEB2 expression in Barrett’s epithelium and esophageal adenocarcinoma (P < 0.05).
CONCLUSION: miR-200 expression might contribute to the anti-apoptotic and proliferative phenotype of Barrett’s epithelium and regulate key neoplastic processes in this epithelium.
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Dijckmeester WA, Wijnhoven BPL, Watson DI, Leong MP, Michael MZ, Mayne GC, Bright T, Astill D, Hussey DJ. MicroRNA-143 and -205 expression in neosquamous esophageal epithelium following Argon plasma ablation of Barrett's esophagus. J Gastrointest Surg 2009; 13:846-53. [PMID: 19190970 DOI: 10.1007/s11605-009-0799-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2008] [Accepted: 01/03/2009] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Ablation of Barrett's esophagus using Argon plasma coagulation (APC) is usually followed by the formation of a neosquamous epithelium. Investigating simple columnar or stratified squamous epithelium associated cytokeratin and microRNA (miRNA) expression in neo-squamous epithelium could help determine the identity and stability of the neosquamous epithelium. METHODS Nine patients underwent ablation of Barrett's esophagus with APC. Biopsies were collected from Barrett's esophagus mucosa and proximal normal squamous epithelium before ablation, and from neosquamous and normal squamous epithelium after ablation. Additional esophageal mucosal biopsies from ten nonrefluxing subjects were used as a reference. RNA was extracted and real-time polymerase chain reaction was used to measure the expression of the cytokeratins CK-8 and CK-14 and the microRNAs miR-143 and miR-205. RESULTS CK-8 and miR-143 expression were significantly higher in Barrett's esophagus mucosa, compared to neosquamous and normal squamous epithelium before and after APC, whereas miRNA-205 and CK-14 expression was significantly lower in Barrett's esophagus mucosa compared to all categories of squamous mucosa. The expression of CK-8, CK-14, miR-205, and miR-143 was similar between neosquamous epithelium compared to normal squamous epithelium in patients with Barrett's esophagus. Only miR-143 expression was significantly higher in neosquamous and normal squamous epithelium before and after APC compared to normal squamous epithelium from control subjects (p < 0.004). CONCLUSIONS The expression levels of cytokeratins and miRNAs studied in post-ablation neosquamous epithelium and normal squamous epithelium in patients with Barrett's esophagus are similar. In patients with Barrett's esophagus, miR-143 expression is still elevated in both neosquamous mucosa, and the squamous mucosa above the metaplastic segment, suggesting that this mucosa may not be normal; i.e., it is different to that seen in subjects without Barrett's esophagus. miR-143 could promote a Barrett's epithelium gene expression pattern, and this could have a role in development of Barrett's esophagus.
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Affiliation(s)
- Willem A Dijckmeester
- Department of Surgery, Flinders University, Room 3D211, Flinders Medical Centre, Bedford Park, South Australia, 5042, Australia
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van Roon AHC, Mayne GC, Wijnhoven BPL, Watson DI, Leong MP, Neijman GE, Michael MZ, McKay AR, Astill D, Hussey DJ. Impact of gastro-esophageal reflux on mucin mRNA expression in the esophageal mucosa. J Gastrointest Surg 2008; 12:1331-40. [PMID: 18452049 DOI: 10.1007/s11605-008-0522-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2008] [Accepted: 03/26/2008] [Indexed: 01/31/2023]
Abstract
INTRODUCTION Changes in the expression of mucin genes in the esophageal mucosa associated with uncomplicated gastro-esophageal reflux disease have not been evaluated even though such changes could be associated with reflux-induced mucosal damage. We therefore sought to identify reflux-induced changes in mucin gene expression using a cell line and biopsies from the esophageal mucosa in patients with and without reflux. METHODS MUC-1, MUC-3, MUC-4, and MUC-5AC gene expressions were investigated in the HET-1A cell line following exposure to acid (pH 4) and/or bile (120 muM of a bile salt milieu), and in esophageal mucosal biopsies from controls, subjects with non-erosive gastro-esophageal reflux, and subjects with reflux associated with ulcerative esophagitis (erosive). The mucosal biopsies were also evaluated for IL-6 mRNA expression (inflammatory marker) and CK-14 mRNA expression (mucosal basal cell layer marker). Gene expression was determined using real-time reverse transcriptase-polymerase chain reaction analysis. RESULTS In the cell line studies, there were differences in mRNA levels for all of the evaluated mucins following treatment with either acid or the acid and bile combination. In the studies which evaluated tissue specimens, IL-6 and CK-14 mRNA levels increased according to degree of reflux pathology. The expression of MUC-1 and MUC-4 in mucosa from patients with erosive reflux was lower than in subjects without reflux and in patients with non-erosive reflux, whereas the expression of MUC-3 and MUC-5AC was increased (although these differences did not reach significance at p < 0.05). When mRNA expression data for tissue samples from all groups were combined, significant correlations were identified between IL-6 vs. CK-14 and IL-6 vs. MUC-3, MUC-3 vs. CK-14 and MUC-3 vs. MUC-5AC, and for MUC-1 vs. MUC-5AC. The correlation between IL-6 and CK-14 was also significant within the control and non-erosive reflux groups. The correlation between IL-6 and MUC-3 was significant within the control and erosive reflux groups, and the correlation between MUC-1 and MUC-5AC was significant within the erosive reflux group. CONCLUSIONS The results of this study suggest that the profile of mucin expression in the esophageal mucosa is influenced by the pH and composition of the gastro-esophageal reflux. Further work should explore the response of these genes to acid and bile reflux, and their role in the etiology of mucosal damage in gastro-esophageal reflux.
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Affiliation(s)
- Aafke H C van Roon
- Department of Surgery, Flinders Medical Centre, Flinders University, Room 3D211, Bedford Park, South Australia, 5042, Australia
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Smith E, Drew PA, Tian ZQ, De Young NJ, Liu JF, Mayne GC, Ruszkiewicz AR, Watson DI, Jamieson GG. Metallothionien 3 expression is frequently down-regulated in oesophageal squamous cell carcinoma by DNA methylation. Mol Cancer 2005; 4:42. [PMID: 16351731 PMCID: PMC1343579 DOI: 10.1186/1476-4598-4-42] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2005] [Accepted: 12/13/2005] [Indexed: 11/10/2022] Open
Abstract
Background Metallothionein 3 (MT3) inhibits growth in a variety of cell types. We measured MT3 gene expression by RT-PCR, and DNA methylation in the MT3 promoter by combined bisulphite restriction analysis, in four oesophageal cancer cell lines and the resected oesophagus from 64 patients with oesophageal squamous cell carcinoma (SCC). Results MT3 expression was not detected in one of the four oesophageal cell lines. The MT3 promoter was methylated in all of the oesophageal cell lines, but the degree of methylation was greater in the non-expressing cell line. After treatment with 5-aza-2'-deoxycytidine there was a reduction in the degree of methylation, and an increase in MT3 expression, in each of the cell lines (p < 0.01). Methylation was detected in 52% (33 of 64) of primary SCC and 3% (2 of 62) of histologically normal resection margins. MT3 expression was measured in 29 tumours, 17 of which had methylation of MT3. The expression of MT3 was significantly less in the methylated tumours compared to either the unmethylated tumours (p = 0.03), or the matched margin (p = 0.0005). There was not a significant difference in MT3 expression between the tumour and the margin from patients with unmethylated tumour. No correlations were observed between methylation of MT3 and survival time, patient age, gender, smoking or drinking history, tumour stage, volume, or lymph node involvement. Conclusion We conclude that MT3 expression is frequently down-regulated in oesophageal SCC, by DNA methylation, but that this is not a prognostic indicator.
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Affiliation(s)
- Eric Smith
- Department of Surgery, The University of Adelaide, Royal Adelaide Hospital, Adelaide, South Australia, 5005, Australia
| | - Paul A Drew
- School of Nursing and Midwifery, Flinders University, Bedford Park, South Australia, 5042, Australia
| | - Zi-Qing Tian
- Department of Thoracic Surgery, Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P.R. China
| | - Neville J De Young
- Department of Surgery, The University of Adelaide, Royal Adelaide Hospital, Adelaide, South Australia, 5005, Australia
| | - Jun-Feng Liu
- Department of Thoracic Surgery, Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, P.R. China
| | - George C Mayne
- Department of Surgery, Flinders University, Bedford Park, South Australia, 5042, Australia
| | - Andrew R Ruszkiewicz
- Division of Tissue Pathology, Institute of Medical and Veterinary Science, Adelaide, South Australia, 5000, Australia
| | - David I Watson
- Department of Surgery, Flinders University, Bedford Park, South Australia, 5042, Australia
| | - Glyn G Jamieson
- Department of Surgery, The University of Adelaide, Royal Adelaide Hospital, Adelaide, South Australia, 5005, Australia
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Hahn MA, Mayne GC. Phorbol ester-induced cell death in PC-12 cells overexpressing Bcl-2 is dependent on the time at which cells are treated. Cell Biol Int 2004; 28:345-59. [PMID: 15193278 DOI: 10.1016/j.cellbi.2004.02.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2003] [Revised: 02/02/2004] [Accepted: 02/19/2004] [Indexed: 11/18/2022]
Abstract
The aim of the present study was to investigate the involvement of PKC in Bcl-2 protection against serum withdrawal-induced apoptosis in PC-12 cells. Human Bcl-2 was overexpressed in PC-12 cells and was found to totally inhibit serum withdrawal-induced apoptosis. 12-O-tetradecanoylphorbol-13-acetate (TPA) could induce cell death in PC-12 cells that overexpressed Bcl-2, implicating protein kinase C (PKC) in Bcl-2 protection. However, TPA-induced cell death did not involve caspase-3 activation or DNA degradation, suggesting that Bcl-2 was still inhibiting these processes and that TPA was mediating cell death either downstream of Bcl-2 or via independent signalling pathways. High cytosolic and particulate protein levels of PKC delta were correlated with TPA-induced cell death suggesting that PKC delta positively regulated this cell death. However, substantial down-regulation of PKC by prolonged exposure to TPA did not reduce the frequency of TPA-induced cell death, raising the possibility that PKC delta did not regulate cell death alone. Surprisingly, TPA-induced cell death was dependent on the time at which cells were treated, suggesting that cells were changing with time. Supporting this idea, the cytosolic and particulate protein levels of PKC delta and were found to change with time, and may account for the time-dependent manner in which TPA induced cell death. This is the first report to show that sensitivity to drug induced cell death in a cultured cell line changes with time. Experimental and theoretical evidence suggests that many cellular constituents exhibit temporal variations, oscillations or rhythms due to feedback regulation. We believe that investigation of these temporal changes, how they alter cell function with time and how they might be manipulated in single cells as well as across cellular populations is paramount in furthering our understanding of cellular behaviour.
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Affiliation(s)
- Michael A Hahn
- Department of Hematology/Oncology, Medical College of Virginia, Richmond, VA, USA
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Mayne GC, Borowicz RA, Greeneklee KVL, Finlay-Jones JJ, Williams KA, Hart PH. Centrifugation facilitates transduction of green fluorescent protein in human monocytes and macrophages by adenovirus at low multiplicity of infection. J Immunol Methods 2003; 278:45-56. [PMID: 12957395 DOI: 10.1016/s0022-1759(03)00229-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Due to their phagocytic and poorly proliferative nature, it has been difficult to transfect human monocytes and macrophages. Adenoviral vectors have recently allowed transduction of a high percentage of human macrophages, but only after CSF upregulation of the integrins, alphavbeta3 or alphavbeta5, during culture for 48 h, a time allowing significant monocyte to macrophage differentiation. In our hands, after 24-h incubation with M-CSF (20 ng/ml) and a further 24-h incubation with an adenoviral vector encoding green fluorescent protein (AdV-GFP) [multiplicity of infection (MOI)=50:1], only 35% of CD14-positive cells express GFP. We report that centrifugation of these cells with AdV-GFP at 2000 x g for 1 h at 37 degrees C significantly enhanced the number of cells expressing GFP (to 65%) and the level of GFP expression per transduced cell (fivefold). The viability of the cells was not compromised (<5 % CD14-positive cells were 7-aminoactinomycin D (7AAD)-positive after 24 h AdV-GFP exposure at MOI=50:1). Centrifugation allowed efficient transduction of monocytes and macrophages with an MOI at least tenfold lower than otherwise required and did not activate the transduced cells or affect their ability to produce TNFalpha or IL-1beta in response to lipopolysaccharide (LPS). This methodology was also suitable for transducing large numbers of in vitro monocyte-derived macrophages (MDMac) and macrophages isolated from synovial fluids with up to 75-80% of CD14-positive cells transduced after 24-h exposure to AdV-GFP (50:1) and centrifugation (2000 x g). This methodology should provide significant expression of transgenes in human monocytes and macrophages.
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Affiliation(s)
- George C Mayne
- Department of Microbiology and Infectious Diseases, School of Medicine, Flinders University, GPO Box 2100, Adelaide 5001, Australia
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Hii CST, Costabile M, Mayne GC, Der CJ, Murray AW, Ferrante A. Selective deficiency in protein kinase C isoenzyme expression and inadequacy in mitogen-activated protein kinase activation in cord blood T cells. Biochem J 2003; 370:497-503. [PMID: 12435268 PMCID: PMC1223186 DOI: 10.1042/bj20021122] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2002] [Revised: 10/09/2002] [Accepted: 11/15/2002] [Indexed: 01/29/2023]
Abstract
The biochemical basis for the reduced lymphokine production by neonatal T cells compared with adult T cells remains poorly defined. Previous studies have raised the possibility that neonatal T cells could be deficient in their ability to transmit signals via protein kinase (PK) C. We now report that while PKC-dependent activation of the mitogen-activated protein (MAP) kinases, c-Jun N-terminal protein kinase and the extracellular signal-regulated protein kinase (ERK)1/ERK2, was deficient in cord blood T cells compared with adult blood T cells, marked activation of the MAP kinases in cord blood T cells was achieved via PKC-independent means. Consistent with a deficiency in the signalling capability of PKC, cord blood T cells were selectively deficient in the expression of PKC beta I, epsilon, theta and zeta. Stimulation of cord blood T cells resulted in a time-dependent increase in PKC expression, with increases detectable by 4 h. This was accompanied by an enhancement in MAP kinase activation via PKC-dependent means. These novel data suggest that an inadequacy in PKC-MAP kinase signalling may be responsible, at least in part, for the phenotype of cord blood T cells.
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Affiliation(s)
- Charles S T Hii
- Department of Immunopathology, Women's and Children's Hospital, 72 King William Road, North Adelaide, Adelaide 5006, Australia.
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Neuzil J, Weber T, Schröder A, Lu M, Ostermann G, Gellert N, Mayne GC, Olejnicka B, Nègre-Salvayre A, Stícha M, Coffey RJ, Weber C. Induction of cancer cell apoptosis by alpha-tocopheryl succinate: molecular pathways and structural requirements. FASEB J 2001; 15:403-15. [PMID: 11156956 DOI: 10.1096/fj.00-0251com] [Citation(s) in RCA: 227] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The vitamin E analog alpha-tocopheryl succinate (alpha-TOS) can induce apoptosis. We show that the proapoptotic activity of alpha-TOS in hematopoietic and cancer cell lines involves inhibition of protein kinase C (PKC), since phorbol myristyl acetate prevented alpha-TOS-triggered apoptosis. More selective effectors indicated that alpha-TOS reduced PKCalpha isotype activity by increasing protein phosphatase 2A (PP2A) activity. The role of PKCalpha inhibition in alpha-TOS-induced apoptosis was confirmed using antisense oligonucleotides or PKCalpha overexpression. Gain- or loss-of-function bcl-2 mutants implied modulation of bcl-2 activity by PKC/PP2A as a mitochondrial target of alpha-TOS-induced proapoptotic signals. Structural analogs revealed that alpha-tocopheryl and succinyl moieties are both required for maximizing these effects. In mice with colon cancer xenografts, alpha-TOS suppressed tumor growth by 80%. This epitomizes cancer cell killing by a pharmacologically relevant compound without known side effects.
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Affiliation(s)
- J Neuzil
- Institute for Prevention of Cardiovascular Diseases and Medical Policlinic, Ludwig-Maximilians-University, Munich, Germany.
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Mayne GC, Murray AW. Evidence that protein kinase Cepsilon mediates phorbol ester inhibition of calphostin C- and tumor necrosis factor-alpha-induced apoptosis in U937 histiocytic lymphoma cells. J Biol Chem 1998; 273:24115-21. [PMID: 9727032 DOI: 10.1074/jbc.273.37.24115] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Protein kinase C (PKC) activators, such as the tumor-promoting phorbol esters, have been reported to protect several cell lines from apoptosis induced by a variety of agents. Recent evidence suggests that PKCepsilon is involved in protection of cardiac myocytes from hypoxia-induced cell death (Gray, M. O., Karliner, J. S., and Mochly-Rosen, D. (1997) J. Biol. Chem. 272, 30945-30951). We investigated the protective effects of the phorbol ester 12-O-tetradecanoylphorbol-13-acetate (TPA) on U937 histiocytic lymphoma cells induced to undergo apoptosis by tumor necrosis factor-alpha (TNF-alpha) or by the specific PKC inhibitor calphostin C. U937 cells were transiently permeabilized with a peptide (epsilonV1-2) derived from the V1 region of PKCepsilon that has been reported to specifically block translocation of PKCepsilon. The epsilonV1-2 peptide blocked the inhibitory effect of TPA on both TNF-alpha- and calphostin C-induced apoptosis. A scrambled version of epsilonV1-2 and a peptide reported to inhibit PKCbeta translocation (betaC2-4) had no effect on the ability of TPA to inhibit apoptosis. These results suggest that PKCepsilon is required for the protective effect of TPA in TNF-alpha- and calphostin C-induced apoptosis. Furthermore, calphostin C reduced membrane-associated PKCepsilon activity and immunoreactivity, suggesting that PKCepsilon may play an important role in leukemic cell survival.
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Affiliation(s)
- G C Mayne
- School of Biological Sciences, Faculty of Science and Engineering, Flinders University of South Australia, Adelaide, South Australia 5001, Australia.
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Abstract
The novel lipid second messenger, ceramide, induced apoptosis in PC12 cells as determined morphologically by nuclear appearance and internucleosomal DNA fragmentation. Apoptosis was induced by exogenous C2-ceramide in a dose- and time-dependent manner. Natural ceramide and C6-ceramide had a similar effect. This response was specific since the structural analog C2-dihydroceramide and other related lipids failed to initiate apoptosis. The apoptotic effect of ceramide also depends critically on cell plating density. Furthermore, the peptide inhibitor of interleukin-1beta converting enzyme (ICE)-like proteases, Z-VAD.FMK, completely prevented the nuclear changes induced by ceramide, implicating the involvement of ICE-like protease activation in ceramide-induced apoptosis in PC12 cells.
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Affiliation(s)
- P J Hartfield
- School of Biological Sciences, Flinders University of South Australia, Adelaide.
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