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Ng AWT, McClurg DP, Wesley B, Zamani SA, Black E, Miremadi A, Giger O, Hoopen RT, Devonshire G, Redmond AM, Grehan N, Jammula S, Blasko A, Li X, Aparicio S, Tavaré S, Nowicki-Osuch K, Fitzgerald RC. Disentangling oncogenic amplicons in esophageal adenocarcinoma. Nat Commun 2024; 15:4074. [PMID: 38744814 DOI: 10.1038/s41467-024-47619-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 04/08/2024] [Indexed: 05/16/2024] Open
Abstract
Esophageal adenocarcinoma is a prominent example of cancer characterized by frequent amplifications in oncogenes. However, the mechanisms leading to amplicons that involve breakage-fusion-bridge cycles and extrachromosomal DNA are poorly understood. Here, we use 710 esophageal adenocarcinoma cases with matched samples and patient-derived organoids to disentangle complex amplicons and their associated mechanisms. Short-read sequencing identifies ERBB2, MYC, MDM2, and HMGA2 as the most frequent oncogenes amplified in extrachromosomal DNAs. We resolve complex extrachromosomal DNA and breakage-fusion-bridge cycles amplicons by integrating of de-novo assemblies and DNA methylation in nine long-read sequenced cases. Complex amplicons shared between precancerous biopsy and late-stage tumor, an enrichment of putative enhancer elements and mobile element insertions are potential drivers of complex amplicons' origin. We find that patient-derived organoids recapitulate extrachromosomal DNA observed in the primary tumors and single-cell DNA sequencing capture extrachromosomal DNA-driven clonal dynamics across passages. Prospectively, long-read and single-cell DNA sequencing technologies can lead to better prediction of clonal evolution in esophageal adenocarcinoma.
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Affiliation(s)
- Alvin Wei Tian Ng
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | | | - Ben Wesley
- Irving Institute for Cancer Dynamics, Columbia University, New York, USA
| | - Shahriar A Zamani
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Emily Black
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Ahmad Miremadi
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Olivier Giger
- Department of Pathology, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Rogier Ten Hoopen
- Department of Oncology, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Aisling M Redmond
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Nicola Grehan
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Sriganesh Jammula
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Adrienn Blasko
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Xiaodun Li
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - Samuel Aparicio
- Department of Molecular Oncology, British Columbia Cancer Research Centre, Vancouver, British Columbia, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Simon Tavaré
- Irving Institute for Cancer Dynamics, Columbia University, New York, USA
- Department of Statistics, Columbia University, New York, USA
- Department of Biological Sciences, Columbia University, New York, USA
| | - Karol Nowicki-Osuch
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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Jones CM, O'Connor H, O'Donovan M, Hayward D, Blasko A, Harman R, Malhotra S, Debiram-Beecham I, Alias B, Bailey A, Bateman A, Crosby TD, Falk S, Gollins S, Hawkins MA, Kadri S, Levy S, Radhakrishna G, Roy R, Sripadam R, Fitzgerald RC, Mukherjee S. Use of a non-endoscopic immunocytological device (Cytosponge™) for post chemoradiotherapy surveillance in patients with oesophageal cancer in the UK (CYTOFLOC): A multicentre feasibility study. EClinicalMedicine 2022; 53:101664. [PMID: 36187722 PMCID: PMC9519482 DOI: 10.1016/j.eclinm.2022.101664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 11/30/2022] Open
Abstract
Background Effective surveillance strategies are required for patients diagnosed with oesophageal squamous cell carcinoma (OSCC) or adenocarcinoma (OAC) for whom chemoradiotherapy (CRT) is used as a potentially-curative, organ-sparing, alternative to surgery. In this study, we evaluated the safety, acceptability and tolerability of a non-endoscopic immunocytological device (the Cytosponge™) to assess treatment response following CRT. Methods This multicentre, single-arm feasibility trial took place in 10 tertiary cancer centres in the UK. Patients aged at least 16 years diagnosed with OSCC or OAC, and who were within 4-16 weeks of completing definitive or neo-adjuvant CRT, were included. Participants were required to have a Mellow-Pinkas dysphagia score of 0-2 and be able to swallow tablets. All patients underwent a single Cytosponge™ assessment in addition to standard of care (which included post-treatment endoscopic evaluation with biopsy for patients undergoing definitive CRT; surgery for those who received neo-adjuvant CRT). The primary outcome was the proportion of consented, evaluable patients who successfully underwent Cytosponge™ assessment. Secondary and tertiary outcomes included safety, study consent rate, acceptance rate, the suitability of obtained samples for biomarker analysis, and the comparative efficacy of Cytosponge™ to standard histology (endoscopy and biopsy or post-resection specimen) in assessing for residual disease. The trial is registered with ClinicalTrials.gov, NCT03529669. Findings Between 18th April 2018 and 16th January 2020, 41 (42.7%; 95% confidence interval (CI) 32.7-53.2) of 96 potentially eligible patients consented to participate. Thirty-nine (95.1%, 95% CI 83.5-99.4) successfully carried out the Cytosponge™ procedure. Of these, 37 (95%) would be prepared to repeat the procedure. There were only two grade 1 adverse events attributed to use of the Cytosponge™. Thirty-five (90%) of the completed Cytosponge™ samples were suitable for biomarker analysis; 29 (83%) of these were concordant with endoscopic biopsies, three (9%) had findings suggestive of residual cancer on Cytosponge™ not found on endoscopic biopsies, and three (9%) had residual cancer on endoscopic biopsies not detected by Cytosponge™. Interpretation Use of the CytospongeTM is safe, tolerable, and acceptable for the assessment of treatment response following CRT in OAC and OSCC. Further evaluation of Cytosponge™ in this setting is warranted. Funding Cancer Research UK, National Institute for Health Research, Medical Research Council.
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Affiliation(s)
- Christopher M. Jones
- Department of Oncology, University of Cambridge, Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Heather O'Connor
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, University of Oxford, Oxford, UK
| | - Maria O'Donovan
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Daniel Hayward
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Adrienn Blasko
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Ruth Harman
- Oncology Clinical Trials Office, University of Oxford, Oxford, UK
| | - Shalini Malhotra
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | - Bincy Alias
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Adam Bailey
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Andrew Bateman
- Southampton University Hospitals NHS Trust, Southampton, UK
| | - Tom D.L. Crosby
- Velindre Cancer Centre, Velindre University NHS Trust, Cardiff, UK
| | - Stephen Falk
- Bristol Haematology and Oncology Centre, University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Simon Gollins
- North Wales Cancer Treatment Centre, Glan Clwyd Hospital, Denbighshire, UK
| | - Maria A. Hawkins
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Sudarshan Kadri
- Leicester General Hospital, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Stephanie Levy
- Oncology Clinical Trials Office, University of Oxford, Oxford, UK
- Department of Oncology, University of Oxford, Oxford, UK
| | - Ganesh Radhakrishna
- Christie Hospital, The Christie Hospitals NHS Foundation Trust, Manchester, UK
| | - Rajarshi Roy
- Castle Hill Hospital, Hull University Teaching Hospitals NHS Trust, Hull, UK
| | - Raj Sripadam
- The Clatterbridge Cancer Centre, The Clatterbridge Cancer Centre NHS Foundation Trust, Liverpool, UK
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Vithayathil M, Modolell I, Ortiz-Fernandez-Sordo J, Oukrif D, Pappas A, Januszewicz W, O'Donovan M, Hadjinicolaou A, Bianchi M, Blasko A, White J, Kaye P, Novelli M, Wernisch L, Ragunath K, di Pietro M. Image-Enhanced Endoscopy and Molecular Biomarkers Vs Seattle Protocol to Diagnose Dysplasia in Barrett's Esophagus. Clin Gastroenterol Hepatol 2022; 20:2514-2523.e3. [PMID: 35183768 DOI: 10.1016/j.cgh.2022.01.060] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 01/21/2022] [Accepted: 01/28/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Dysplasia in Barrett's esophagus often is invisible on high-resolution white-light endoscopy (HRWLE). We compared the diagnostic accuracy for inconspicuous dysplasia of the combination of autofluorescence imaging (AFI)-guided probe-based confocal laser endomicroscopy (pCLE) and molecular biomarkers vs HRWLE with Seattle protocol biopsies. METHODS Barrett's esophagus patients with no dysplastic lesions were block-randomized to standard endoscopy (HRWLE with the Seattle protocol) or AFI-guided pCLE with targeted biopsies for molecular biomarkers (p53 and cyclin A by immunohistochemistry; aneuploidy by image cytometry), with crossover to the other arm after 6 to 12 weeks. The primary end point was the histologic diagnosis from all study biopsies (trial histology). A sensitivity analysis was performed for overall histology, which included diagnoses within 12 months from the first study endoscopy. Endoscopists were blinded to the referral endoscopy and histology results. The primary outcome was diagnostic accuracy for dysplasia by real-time pCLE vs HRWLE biopsies. RESULTS Of 154 patients recruited, 134 completed both arms. In the primary outcome analysis (trial histology analysis), AFI-guided pCLE had similar sensitivity for dysplasia compared with standard endoscopy (74.3%; 95% CI, 56.7-87.5 vs 80.0%; 95% CI, 63.1-91.6; P = .48). Multivariate logistic regression showed pCLE optical dysplasia, aberrant p53, and aneuploidy had the strongest correlation with dysplasia (secondary outcome). This 3-biomarker panel had higher sensitivity for any grade of dysplasia than the Seattle protocol (81.5% vs 51.9%; P < .001) in the overall histology analysis, but not in the trial histology analysis (91.4% vs 80.0%; P = .16), with an area under the receiver operating curve of 0.83. CONCLUSIONS Seattle protocol biopsies miss dysplasia in approximately half of patients with inconspicuous neoplasia. AFI-guided pCLE has similar accuracy to the current gold standard. The addition of molecular biomarkers could improve diagnostic accuracy.
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Affiliation(s)
- Mathew Vithayathil
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom
| | - Ines Modolell
- Department of Gastroenterology, University Hospital National Health Service Foundation Trust, United Kingdom
| | - Jacobo Ortiz-Fernandez-Sordo
- Nottingham Digestive Diseases Centre, National Institute of Health Research Nottingham Biomedical Research Centre, United Kingdom
| | - Dahmane Oukrif
- Department of Histopathology, University College London Hospital, Longdon, United Kingdom
| | - Apostolos Pappas
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom
| | - Wladyslaw Januszewicz
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom; Department of Gastroenterology, Hepatology and Clinical Oncology, Medical Centre for Postgraduate Education, Warsaw, Poland
| | - Maria O'Donovan
- Department of Histopathology, Cambridge University Hospital National Health Service Foundation Trust, United Kingdom
| | - Andreas Hadjinicolaou
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom; Department of Gastroenterology, University Hospital National Health Service Foundation Trust, United Kingdom
| | - Michele Bianchi
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom
| | - Adrienn Blasko
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom
| | - Jonathan White
- Nottingham Digestive Diseases Centre, National Institute of Health Research Nottingham Biomedical Research Centre, United Kingdom
| | - Philip Kaye
- Department of Histopathology, Nottingham University Hospitals National Health Service Trust, University of Nottingham, United Kingdom
| | - Marco Novelli
- Department of Histopathology, University College London Hospital, Longdon, United Kingdom
| | - Lorenz Wernisch
- BIOS Health, Ltd, Cambridge, United Kingdom; Medical Research Council Biostatistics Unit, University of Cambridge, United Kingdom
| | - Krish Ragunath
- Nottingham Digestive Diseases Centre, National Institute of Health Research Nottingham Biomedical Research Centre, United Kingdom
| | - Massimiliano di Pietro
- Medical Research Council Cancer Unit, University of Cambridge, United Kingdom; Department of Gastroenterology, University Hospital National Health Service Foundation Trust, United Kingdom.
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4
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Katz-Summercorn AC, Jammula S, Frangou A, Peneva I, O'Donovan M, Tripathi M, Malhotra S, di Pietro M, Abbas S, Devonshire G, Januszewicz W, Blasko A, Nowicki-Osuch K, MacRae S, Northrop A, Redmond AM, Wedge DC, Fitzgerald RC. Multi-omic cross-sectional cohort study of pre-malignant Barrett's esophagus reveals early structural variation and retrotransposon activity. Nat Commun 2022; 13:1407. [PMID: 35301290 PMCID: PMC8931005 DOI: 10.1038/s41467-022-28237-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 01/14/2022] [Indexed: 12/11/2022] Open
Abstract
Barrett's esophagus is a pre-malignant lesion that can progress to esophageal adenocarcinoma. We perform a multi-omic analysis of pre-cancer samples from 146 patients with a range of outcomes, comprising 642 person years of follow-up. Whole genome sequencing reveals complex structural variants and LINE-1 retrotransposons, as well as known copy number changes, occurring even prior to dysplasia. The structural variant burden captures the most variance across the cohort and genomic profiles do not always match consensus clinical pathology dysplasia grades. Increasing structural variant burden is associated with: high levels of chromothripsis and breakage-fusion-bridge events; increased expression of genes related to cell cycle checkpoint, DNA repair and chromosomal instability; and epigenetic silencing of Wnt signalling and cell cycle genes. Timing analysis reveals molecular events triggering genomic instability with more clonal expansion in dysplastic samples. Overall genomic complexity occurs early in the Barrett's natural history and may inform the potential for cancer beyond the clinically discernible phenotype.
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Affiliation(s)
- A C Katz-Summercorn
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - S Jammula
- Cancer Research UK Cambridge Institute, University of Cambridge, Robinson Way, Cambridge, CB2 0RE, UK
| | - A Frangou
- Wellcome Centre for Human Genetics, University of Oxford, Roosevelt Drive, Headington, Oxford, OX3 7BN, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK
| | - I Peneva
- Wellcome Centre for Human Genetics, University of Oxford, Roosevelt Drive, Headington, Oxford, OX3 7BN, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK
| | - M O'Donovan
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, CB2 0QQ, UK
| | - M Tripathi
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, CB2 0QQ, UK
| | - S Malhotra
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, CB2 0QQ, UK
| | - M di Pietro
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - S Abbas
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - G Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Robinson Way, Cambridge, CB2 0RE, UK
| | - W Januszewicz
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Gastroenterology, Hepatology and Clinical Oncology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - A Blasko
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - K Nowicki-Osuch
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - S MacRae
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - A Northrop
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - A M Redmond
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK
| | - D C Wedge
- Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4GJ, UK
| | - R C Fitzgerald
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, CB2 0XZ, UK.
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Januszewicz W, Pilonis ND, Sawas T, Phillips R, O'Donovan M, Miremadi A, Malhotra S, Tripathi M, Blasko A, Katzka DA, Fitzgerald RC, di Pietro M. The utility of P53 immunohistochemistry in the diagnosis of Barrett's esophagus with indefinite for dysplasia. Histopathology 2022; 80:1081-1090. [PMID: 35274753 PMCID: PMC9321087 DOI: 10.1111/his.14642] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/09/2022] [Accepted: 03/06/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Barrett's esophagus with indefinite for dysplasia (BE-IND) is a subjective diagnosis with a low interobserver agreement (IOA) among pathologists and uncertain clinical implications. This study aimed to assess the utility of p53 immunohistochemistry (p53-IHC) in assessing BE-IND specimens. METHODS Archive endoscopic biopsies with a BE-IND diagnosis from two academic centers were analyzed. Firstly, hematoxylin and eosin-stained slides (H&E) were reviewed by four expert GI pathologists allocated into two groups (A and B). After a wash-out period of at least eight weeks, H&E slides were re-assessed side-to-side with p53-IHC available. We compared the rate of changed diagnosis and the IOA for all BE grades before and after p53-IHC. FINDINGS We included 216 BE-IND specimens from 185 patients, of which 44.0% and 32.9% were confirmed after H&E slide revision by Groups A and B, respectively. Over half of the cases were reclassified to a non-dysplastic BE (NDBE), while 5.6% of cases in Group A and 7.4% in Group B were reclassified to definite dysplasia. The IOA for NDBE, BE-IND, low-grade dysplasia (LGD), and high-grade dysplasia (HGD)/intramucosal cancer (IMC) was 0.31, 0.21, -0.03, and -0.02, respectively. Use of p53-IHC led to a >40% reduction in BE-IND diagnoses (P<.001), and increased IOA for all BE grades (κ=0.46 [NDBE], 0.26 [BE-IND], 0.49 [LGD], 0.35 [HGD/IMC]). An aberrant p53-IHC pattern significantly increased the likelihood of reclassifying BE-IND to definite dysplasia (odds ratio 44.3, 95%CI:18.8-113.0). INTERPRETATION P53-IHC reduces the rate of BE-IND diagnoses and improves the IOA among pathologists when reporting BE with equivocal epithelial changes.
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Affiliation(s)
- Wladyslaw Januszewicz
- MRC Cancer Unit, University of Cambridge, Cambridge, UK.,Department of Gastroenterology, Hepatology and Clinical Oncology, Medical Center for Postgraduate Education, Warsaw, Poland
| | | | - Tarek Sawas
- Mayo Clinic, Rochester, Minnesota, United States
| | | | - Maria O'Donovan
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK
| | - Ahmad Miremadi
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK
| | - Shalini Malhotra
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK
| | - Monika Tripathi
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK
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6
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Katz-Summercorn A, Jammula S, Frangou A, Peneva I, O'Donovan M, Tripathi M, Malhotra S, Pietro MD, Abbas S, Devonshire G, Januszewicz W, Blasko A, Nowicki-Osuch K, MacRae S, Northrop A, Redmond A, Wedge D, Fitzgerald R. P-OGC44 Multi-omic cohort study of Barrett’s oesophagus reveals structural variation and retrotransposon activity to occur early in cancer evolution. Br J Surg 2021. [DOI: 10.1093/bjs/znab430.172] [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: 11/14/2022]
Abstract
Abstract
Background
Barrett’s oesophagus (BE) is the main risk factor for the development of oesophageal adenocarcinoma (OAC), yet few patients ever go on to progress to cancer. The acquisition of events during the metaplasia-dysplasia-cancer sequence is poorly characterised. We present a large, unbiased, multi-omics analysis of a cross-sectional cohort of pre-cancer samples, with the aim of providing a comprehensive insight into the diversity and molecular changes driving the disease to cancer.
Methods
We generated and integrated the genomic (50x), transcriptomic and epigenomic (850K EPIC array) landscapes of snap-frozen endoscopic biopsies from 146 patients with a range of outcomes (27 long-standing non-dysplastic; 12 prior to progression to dysplasia; 14 low-grade; 25 high-grade; 21 intramucosal carcinoma; 47 cases of BE taken adjacent to OAC) and 642 person years of follow-up. All biopsies were reviewed independently by 3 pathologists and had associated annotation with detailed clinical information.
Results
The total number of structural variants (SV) captured the most variance between samples. Complex SVs and LINE-1 retrotransposon activity were observed even before dysplasia had developed and increased with progression. Increasing SV burden was associated with chromothripsis (12%, 18/146) and breakage-fusion bridges (BFBs; 8%, 13/146). In more than 50% of these, the BFBs were in chromosome 17, harbouring the oncogenes ERBB2 and CDK12, for which expression was significantly higher. With progression there was increased expression of genes related to cell-cycle checkpoint, DNA repair and chromosomal instability, and the epigenetic silencing of genes in WNT-signalling and cell-cycle pathways.
Conclusions
Genomic complexity occurs very early in the natural history of BE and increasing genomic instability appears to tip the balance towards cancer. This may inform the potential for progression to cancer beyond the clinically discernible phenotype. Efforts to better understand the triggers for chromosomal breakages and rearrangements that underly progression will aid clinical prediction and prevention strategies.
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Affiliation(s)
| | - Sriganesh Jammula
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Anna Frangou
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Iliana Peneva
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Maria O'Donovan
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Monika Tripathi
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Shalini Malhotra
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | | | - Shujath Abbas
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Ginny Devonshire
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | | | - Adrienn Blasko
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Karol Nowicki-Osuch
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Shona MacRae
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Alex Northrop
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Aisling Redmond
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - David Wedge
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
| | - Rebecca Fitzgerald
- Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
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7
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Ococks E, Frankell AM, Masque Soler N, Grehan N, Northrop A, Coles H, Redmond AM, Devonshire G, Weaver JMJ, Hughes C, Lehovsky K, Blasko A, Nutzinger B, Fitzgerald RC, Smyth E. Longitudinal tracking of 97 esophageal adenocarcinomas using liquid biopsy sampling. Ann Oncol 2021; 32:522-532. [PMID: 33359547 DOI: 10.1016/j.annonc.2020.12.010] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 12/01/2020] [Accepted: 12/16/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The incidence of esophageal adenocarcinoma (EAC) is rapidly rising and has a 5-year survival rate of <20%. Beyond TNM (tumor-node-metastasis) staging, no reliable risk stratification tools exist and no large-scale studies have profiled circulating tumor DNA (ctDNA) at relapse in EAC. Here we analyze the prognostic potential of ctDNA dynamics in EAC, taking into account clonal hematopoiesis with indeterminate potential (CHIP). PATIENTS AND METHODS A total of 245 samples from 97 patients treated with neoadjuvant chemotherapy and surgery were identified from the prospective national UK Oesophageal Cancer Clinical and Molecular Stratification (OCCAMS) consortium data set. A pan-cancer ctDNA panel comprising 77 genes was used. Plasma and peripheral blood cell samples were sequenced to a mean depth of 7082× (range 2196-28 524) and ctDNA results correlated with survival. RESULTS Characteristics of the 97 patients identified were as follows: 83/97 (86%) male, median age 68 years (SD 9.5 years), 100% cT3/T4, 75% cN+. EAC-specific drivers had higher variant allele fractions than passenger mutations. Using stringent quality criteria 16/79 (20%) were ctDNA positive following resection; recurrence was observed in 12/16 (75%) of these. As much as 78/97 (80%) had CHIP analyses that enabled filtering for CHIP variants, which were found in 18/78 (23%) of cases. When CHIP was excluded, 10/63 (16%) patients were ctDNA positive and 9/10 of these (90%) recurred. With correction for CHIP, median cancer-specific survival for ctDNA-positive patients was 10.0 months versus 29.9 months for ctDNA-negative patients (hazard ratio 5.55, 95% confidence interval 2.42-12.71; P = 0.0003). Similar outcomes were observed for disease-free survival. CONCLUSIONS We demonstrate in a large, national, prospectively collected data set that ctDNA in plasma following surgery for EAC is prognostic for relapse. Inclusion of peripheral blood cell samples can reduce or eliminate false positives from CHIP. In future, post-operative ctDNA could be used to risk stratify patients into high- and low-risk groups for intensification or de-escalation of adjuvant chemotherapy.
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Affiliation(s)
- E Ococks
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - A M Frankell
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - N Masque Soler
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - N Grehan
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - A Northrop
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - H Coles
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - A M Redmond
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - G Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - J M J Weaver
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - C Hughes
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - K Lehovsky
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - A Blasko
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - B Nutzinger
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - R C Fitzgerald
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK.
| | - E Smyth
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
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Jammula S, Katz-Summercorn AC, Li X, Linossi C, Smyth E, Killcoyne S, Biasci D, Subash VV, Abbas S, Blasko A, Devonshire G, Grantham A, Wronowski F, O'Donovan M, Grehan N, Eldridge MD, Tavaré S, Fitzgerald RC. Identification of Subtypes of Barrett's Esophagus and Esophageal Adenocarcinoma Based on DNA Methylation Profiles and Integration of Transcriptome and Genome Data. Gastroenterology 2020; 158:1682-1697.e1. [PMID: 32032585 PMCID: PMC7305027 DOI: 10.1053/j.gastro.2020.01.044] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 01/27/2020] [Accepted: 01/29/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND & AIMS Esophageal adenocarcinomas (EACs) are heterogeneous and often preceded by Barrett's esophagus (BE). Many genomic changes have been associated with development of BE and EAC, but little is known about epigenetic alterations. We performed epigenetic analyses of BE and EAC tissues and combined these data with transcriptome and genomic data to identify mechanisms that control gene expression and genome integrity. METHODS In a retrospective cohort study, we collected tissue samples and clinical data from 150 BE and 285 EAC cases from the Oesophageal Cancer Classification and Molecular Stratification consortium in the United Kingdom. We analyzed methylation profiles of all BE and EAC tissues and assigned them to subgroups using non-negative matrix factorization with k-means clustering. Data from whole-genome sequencing and transcriptome studies were then incorporated; we performed integrative methylation and RNA-sequencing analyses to identify genes that were suppressed with increased methylation in promoter regions. Levels of different immune cell types were computed using single-sample gene set enrichment methods. We derived 8 organoids from 8 EAC tissues and tested their sensitivity to different drugs. RESULTS BE and EAC samples shared genome-wide methylation features, compared with normal tissues (esophageal, gastric, and duodenum; controls) from the same patients and grouped into 4 subtypes. Subtype 1 was characterized by DNA hypermethylation with a high mutation burden and multiple mutations in genes in cell cycle and receptor tyrosine signaling pathways. Subtype 2 was characterized by a gene expression pattern associated with metabolic processes (ATP synthesis and fatty acid oxidation) and lack methylation at specific binding sites for transcription factors; 83% of samples of this subtype were BE and 17% were EAC. The third subtype did not have changes in methylation pattern, compared with control tissue, but had a gene expression pattern that indicated immune cell infiltration; this tumor type was associated with the shortest time of patient survival. The fourth subtype was characterized by DNA hypomethylation associated with structure rearrangements, copy number alterations, with preferential amplification of CCNE1 (cells with this gene amplification have been reported to be sensitive to CDK2 inhibitors). Organoids with reduced levels of MGMT and CHFR expression were sensitive to temozolomide and taxane drugs. CONCLUSIONS In a comprehensive integrated analysis of methylation, transcriptome, and genome profiles of more than 400 BE and EAC tissues, along with clinical data, we identified 4 subtypes that were associated with patient outcomes and potential responses to therapy.
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Affiliation(s)
- SriGanesh Jammula
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | | | - Xiaodun Li
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Constanza Linossi
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Elizabeth Smyth
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Sarah Killcoyne
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom; European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, United Kingdom
| | - Daniele Biasci
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Vinod V Subash
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Sujath Abbas
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Adrienn Blasko
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Ginny Devonshire
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Amber Grantham
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Filip Wronowski
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Maria O'Donovan
- Department of Histopathology, Cambridge University Hospital NHS Trust, Cambridge, United Kingdom
| | - Nicola Grehan
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Matthew D Eldridge
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Simon Tavaré
- Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom; Irving Institute for Cancer Dynamics, Columbia University, New York, New York
| | - Rebecca C Fitzgerald
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, United Kingdom.
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Ococks E, Frankell A, Masque-Soler N, Northrop A, Devonshire G, Hughes C, Grehan N, Smyth E, Blasko A, Fitzgerald R. Assessing the clinical utility of circulating tumour DNA through longitudinal liquid biopsy sampling in oesophageal adenocarcinoma. Ann Oncol 2019. [DOI: 10.1093/annonc/mdz247.148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Blasko A, Belagyi J, Dergez T, Deli J, Papp G, Papp T, Vagvolgyi C, Pesti M. Effect of polar and non-polar carotenoids on Xanthophylomyces dendrorhous membranes by EPR. Eur Biophys J 2008; 37:1097-104. [DOI: 10.1007/s00249-008-0289-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2007] [Revised: 02/07/2008] [Accepted: 02/11/2008] [Indexed: 10/22/2022]
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