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Black EL, Ococks E, Devonshire G, Ng AWT, O'Donovan M, Malhotra S, Tripathi M, Miremadi A, Freeman A, Coles H, Fitzgerald RC. Understanding the malignant potential of gastric metaplasia of the oesophagus and its relevance to Barrett's oesophagus surveillance: individual-level data analysis. Gut 2024; 73:729-740. [PMID: 37989565 DOI: 10.1136/gutjnl-2023-330721] [Citation(s) in RCA: 1] [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: 07/18/2023] [Accepted: 11/01/2023] [Indexed: 11/23/2023]
Abstract
OBJECTIVE Whether gastric metaplasia (GM) of the oesophagus should be considered as Barrett's oesophagus (BO) is controversial. Given concern intestinal metaplasia (IM) may be missed due to sampling, the UK guidelines include GM as a type of BO. Here, we investigated whether the risk of misdiagnosis and the malignant potential of GM warrant its place in the UK surveillance. DESIGN We performed a thorough pathology and endoscopy review to follow clinical outcomes in a novel UK cohort of 244 patients, covering 1854 person years of follow-up. We complemented this with a comparative genomic analysis of 160 GM and IM specimens, focused on early molecular hallmarks of BO and oesophageal adenocarcinoma (OAC). RESULTS We found that 58 of 77 short-segment (<3 cm) GM (SS-GM) cases (75%) continued to be observed as GM-only across a median of 4.4 years of follow-up. We observed that disease progression in GM-only cases and GM+IM cases (cases with reported GM on some occasions, IM on others) was significantly lower than in the IM-only cases (Kaplan-Meier, p=0.03). Genomic analysis revealed that the mutation burden in GM is significantly lower than in IM (p<0.01). Moreover, GM does not bear the mutational hallmarks of OAC, with an absence of associated signatures and driver gene mutations. Finally, we established that GM found adjacent to OAC is evolutionarily distant from cancer. CONCLUSION SS-GM is a distinct entity from SS-IM and the malignant potential of GM is lower than IM. It is questionable whether SS-GM warrants inclusion in BO surveillance.
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Affiliation(s)
- Emily L Black
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Emma Ococks
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Alvin Wei Tian Ng
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Maria O'Donovan
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Shalini Malhotra
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Monika Tripathi
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Ahmad Miremadi
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Adam Freeman
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Hannah Coles
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
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2
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McClurg DP, Sanghera C, Mukherjee S, Fitzgerald RC, Jones CM. A systematic review of circulating predictive and prognostic biomarkers to aid the personalised use of radiotherapy in the radical treatment of patients with oesophageal cancer. Radiother Oncol 2024; 195:110224. [PMID: 38479442 DOI: 10.1016/j.radonc.2024.110224] [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: 01/12/2024] [Revised: 03/05/2024] [Accepted: 03/06/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND The availability of circulating biomarkers that are predictive of treatment response or prognostic of overall outcome could enable the personalised and adaptive use of radiotherapy (RT) in patients with oesophageal adenocarcinoma (OAC) and squamous cell carcinoma (OSCC). METHODS A systematic review was carried out following Preferred Reporting Items for Systematic Reviews guidance. Medline, EMBASE, PubMed, Cochrane Library, CINAHL, Scopus and the Web of Science databases were searched for studies published between January 2005-February 2023 relating to circulating biomarkers evaluated in the context of neoadjuvant or definitive RT delivered for OAC/OSCC. Study quality was assessed using predefined criteria. RESULTS A total of 3012 studies were screened and 57 subsequently included, across which 61 biomarkers were reported. A majority (43/57,75.4%) of studies were of Asian origin and retrospective (40/57, 70.2%), with most (52/57, 91.2%) biomarkers reported in the context of patients with OSCC. There was marked inter-study heterogeneity in patient populations, treatment characteristics, biomarker measurement and the cut points used to define biomarker positivity. Nevertheless, there is evidence for the prognostic and predictive value of circulating tumour DNA and numerous miRNAs in OAC and OSCC, as well as for the prognostic and predictive value of circulating levels of CYFRA21.1 in OSCC. CONCLUSIONS There is consistent evidence for the potential predictive and prognostic value of a small number of biomarkers in OSCC and OAC, though these data are insufficient for translation to current clinical practice. Well-designed prospective studies are now required to validate their role in stratified and personalised RT treatment approaches.
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Affiliation(s)
- Dylan P McClurg
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Chandan Sanghera
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Somnath Mukherjee
- Churchill Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | | | - Christopher M Jones
- Addenbrooke's Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK; Department of Oncology, University of Cambridge, Cambridge, UK.
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Gordon GSD, Warburton S, Parkes S, Kerridge A, Parra-Blanco A, Ortiz-Fernandez-Sordo J, Fitzgerald RC. Cytosponge procedures produce fewer respiratory aerosols and droplets than esophagogastroduodenoscopies. Dis Esophagus 2024; 37:doad061. [PMID: 37899140 PMCID: PMC10906705 DOI: 10.1093/dote/doad061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/28/2023] [Accepted: 10/14/2023] [Indexed: 10/31/2023]
Abstract
Esophagogastroduodenoscopies (EGD) are aerosol-generating procedures that may spread respiratory pathogens. We aim to investigate the production of airborne aerosols and droplets during Cytosponge procedures, which are being evaluated in large-scale research studies and National Health Service (NHS)implementation pilots to reduce endoscopy backlogs. We measured 18 Cytosponge and 37 EGD procedures using a particle counter (diameters = 0.3-25 μm), taking measurements 10 cm from the mouth. Two particle count analyses were performed: whole procedure and event-based. Direct comparison with duration-standardized EGD procedures shows that Cytosponge procedures produce 2.16× reduction (P < 0.001) for aerosols and no significant change for droplets (P = 0.332). Event-based analysis shows that particle production is driven by throat spray (aerosols: 138.1× reference, droplets: 16.2×), which is optional, and removal of Cytosponge (aerosols: 14.6×, droplets: 62.6×). Cytosponge burping produces less aerosols than EGD (2.82×, P < 0.05). Cytosponge procedures produce significantly less aerosols and droplets than EGD procedures and thus reduce two potential transmission routes for respiratory viruses.
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Affiliation(s)
- George S D Gordon
- Department of Electrical and Electronic Engineering, University of Nottingham, Nottingham, UK
| | - Samantha Warburton
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Queens Medical Centre, Derby Road, Nottingham NG7 2UH, UK
| | - Sian Parkes
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Queens Medical Centre, Derby Road, Nottingham NG7 2UH, UK
| | - Abigail Kerridge
- Early Cancer Institute, Department of Oncology, University of Cambridge, Adrian Way, Cambridge CB2 0XZ, UK
| | - Adolfo Parra-Blanco
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Queens Medical Centre, Derby Road, Nottingham NG7 2UH, UK
| | - Jacobo Ortiz-Fernandez-Sordo
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Queens Medical Centre, Derby Road, Nottingham NG7 2UH, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, University of Cambridge, Adrian Way, Cambridge CB2 0XZ, UK
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4
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Foley K, Shorthouse D, Rahrmann E, Zhuang L, Devonshire G, Gilbertson RJ, Fitzgerald RC, Hall BA. SMAD4 and KCNQ3 alterations are associated with lymph node metastases in oesophageal adenocarcinoma. Biochim Biophys Acta Mol Basis Dis 2024; 1870:166867. [PMID: 37648039 DOI: 10.1016/j.bbadis.2023.166867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 08/25/2023] [Indexed: 09/01/2023]
Abstract
Metastasis in oesophageal adenocarcinoma (OAC) is an important predictor of survival. Radiological staging is used to stage metastases in patients, and guide treatment selection, but is limited by the accuracy of the approach. Improvements in staging will lead to improved clinical decision making and patient outcomes. Sequencing studies on primary tumours and pre-cancerous tissue have revealed the mutational landscape of OAC, and increasingly cheap and widespread sequencing approaches offer the potential to improve staging assessment. In this work we present an analysis of lymph node metastases found by radiological and pathological sampling, identifying new roles of the genes SMAD4 and KCNQ3 in metastasis. Through transcriptomic analysis we find that both genes are associated with canonical Wnt pathway activity, but KCNQ3 is uniquely associated with changes in planar cell polaritiy associated with non-canonical Wnt signalling. We go on to validate our observations in KCNQ3 in cell line and xenograph systems, showing that overexpression of KCNQ3 reduces wound closure and the number of metastases observed. Our results suggest both genes as novel biomarkers of metastatic risk and offer new potential routes to drug targeting.
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Affiliation(s)
- Kieran Foley
- Division of Cancer & Genetics, School of Medicine, Cardiff University, CF14 4XN, UK
| | | | - Eric Rahrmann
- Cancer Research UK Cambridge Institute, University of Cambridge, CB2 0RE, UK
| | - Lizhe Zhuang
- Early Cancer Institute, University of Cambridge, CB2 0XZ, UK
| | | | | | | | - Benjamin A Hall
- Department of Medical Physics and Biomedical Engineering, University College London, WC1E 6BT, UK.
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5
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Peters CJ, Ang Y, Ciccarelli FD, Coles H, Coleman HG, Contino G, Crosby T, Devonshire G, Eldridge M, Freeman A, Grehan N, McCord M, Nutzinger B, Zamani S, Parsons SL, Petty R, Sharrocks AD, Skipworth RJE, Smyth EC, Soomro I, Underwood TJ, Fitzgerald RC. A decade of the Oesophageal Cancer Clinical and Molecular Stratification Consortium. Nat Med 2024; 30:14-16. [PMID: 38114667 DOI: 10.1038/s41591-023-02676-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Affiliation(s)
- C J Peters
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Y Ang
- Division of Diabetes, Endocrinology and Gastroenterology, University of Manchester, Manchester, UK
| | - F D Ciccarelli
- Cancer Systems Biology, The Francis Crick Institute, London, UK
| | - H Coles
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - H G Coleman
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - G Contino
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - T Crosby
- Velindre University NHS Trust, Cardiff, UK
| | - G Devonshire
- Cancer Research UK Cambridge Institute, Cambridge, UK
| | - M Eldridge
- Cancer Research UK Cambridge Institute, Cambridge, UK
| | - A Freeman
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - N Grehan
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - M McCord
- Heartburn Cancer UK, Basingstoke, UK
| | - B Nutzinger
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - S Zamani
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - S L Parsons
- Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - R Petty
- School of Medicine, University of Dundee, Dundee, UK
| | - A D Sharrocks
- Division of Molecular and Cellular Function, University of Manchester, Manchester, UK
| | | | - E C Smyth
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - I Soomro
- Nottingham University Hospital, Nottingham, UK
| | - T J Underwood
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - R C Fitzgerald
- Early Cancer Institute, University of Cambridge, Cambridge, UK.
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6
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Neilson LJ, Fitzgerald RC, Deane J, Debiram-Beecham I, Gulle H, Rees C, Sharp L. Patient experiences of Cytosponge: a qualitative study. Frontline Gastroenterol 2024; 15:28-34. [PMID: 38487563 PMCID: PMC10935513 DOI: 10.1136/flgastro-2023-102484] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/28/2023] [Indexed: 03/17/2024] Open
Abstract
Objective Cytosponge is a novel technology for oesophageal pathology diagnosis. Uses include diagnosis of Barrett's oesophagus and as a triage tool to prioritise upper gastrointestinal endoscopy. Patient experience is a key component of quality care. Previous work has developed endoscopy patient-reported experience measures. An appropriate tool to measure patient experience of Cytosponge is required. The aim of this work was to describe the patient experience of Cytosponge. Design/Method Individuals aged 18 years or over, who had undergone Cytosponge from September 2020 to March 2021, were invited to participate in a semi-structured interview. Interviews were audio-recorded, transcribed verbatim and anonymised. Thematic analysis was undertaken. Themes were organised into two overarching areas relating to patient experiences and patient perceptions of the test. Results 19 patients underwent interview (aged 37-80 years, 13 male). In terms of patient experiences of Cytosponge, five themes were identified: emotional reaction; expectations; environment and physical process; sensory experience; communication and information. All themes were present across all procedural phases, aside from sensory experience which was only present during the test. With regard to perception of the test, two major themes were identified: test novelty (encompassing patient awareness of the test and reaction to the new test) and trusting the test results. Conclusion Patients must remain central to novel technologies such as Cytosponge. Measuring patient experience is essential to achieve that. This study demonstrates five major themes which describe the patient experience of this procedure. These have been used to adapt the Newcastle ENDOPREM for use in Cytosponge.
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Affiliation(s)
- Laura Jane Neilson
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Gastroenterology, South Tyneside District Hospital, South Shields, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, University of Cambridge, Cambridge, UK
- Early Detection Programme, Cancer Research UK Cambridge Centre, Cambridge, UK
| | - Jennifer Deane
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Irene Debiram-Beecham
- Early Cancer Institute, University of Cambridge, Cambridge, UK
- Early Detection Programme, Cancer Research UK Cambridge Centre, Cambridge, UK
| | - Halime Gulle
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Colin Rees
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Department of Gastroenterology, South Tyneside District Hospital, South Shields, UK
| | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
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7
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Hoare M, Fitzgerald RC. What is the current status of multicancer early detection tests and upper gastrointestinal cancer? Lancet Gastroenterol Hepatol 2023; 8:1065-1066. [PMID: 37657459 DOI: 10.1016/s2468-1253(23)00249-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 07/27/2023] [Indexed: 09/03/2023]
Affiliation(s)
- Matt Hoare
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge CB2 0X2, UK; Department of Hepatology, Cambridge University Hospitals NHS, Cambridge, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge CB2 0X2, UK; Department of Gastroenterology, Cambridge University Hospitals NHS, Cambridge, UK.
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8
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Shorthouse D, Zhuang L, Rahrmann EP, Kosmidou C, Wickham Rahrmann K, Hall M, Greenwood B, Devonshire G, Gilbertson RJ, Fitzgerald RC, Hall BA. KCNQ potassium channels modulate Wnt activity in gastro-oesophageal adenocarcinomas. Life Sci Alliance 2023; 6:e202302124. [PMID: 37748809 PMCID: PMC10520261 DOI: 10.26508/lsa.202302124] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 04/28/2023] [Revised: 09/11/2023] [Accepted: 09/11/2023] [Indexed: 09/27/2023] Open
Abstract
Voltage-sensitive potassium channels play an important role in controlling membrane potential and ionic homeostasis in the gut and have been implicated in gastrointestinal (GI) cancers. Through large-scale analysis of 897 patients with gastro-oesophageal adenocarcinomas (GOAs) coupled with in vitro models, we find KCNQ family genes are mutated in ∼30% of patients, and play therapeutically targetable roles in GOA cancer growth. KCNQ1 and KCNQ3 mediate the WNT pathway and MYC to increase proliferation through resultant effects on cadherin junctions. This also highlights novel roles of KCNQ3 in non-excitable tissues. We also discover that activity of KCNQ3 sensitises cancer cells to existing potassium channel inhibitors and that inhibition of KCNQ activity reduces proliferation of GOA cancer cells. These findings reveal a novel and exploitable role of potassium channels in the advancement of human cancer, and highlight that supplemental treatments for GOAs may exist through KCNQ inhibitors.
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Affiliation(s)
- David Shorthouse
- https://ror.org/02jx3x895 Department of Medical Physics and Biomedical Engineering, Malet Place Engineering Building, University College London, London, UK
| | - Lizhe Zhuang
- Institute for Early Detection, CRUK Cambridge Centre, Cambridge, UK
| | - Eric P Rahrmann
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | | | | | - Michael Hall
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Benedict Greenwood
- https://ror.org/02jx3x895 Department of Medical Physics and Biomedical Engineering, Malet Place Engineering Building, University College London, London, UK
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Richard J Gilbertson
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | | | - Benjamin A Hall
- https://ror.org/02jx3x895 Department of Medical Physics and Biomedical Engineering, Malet Place Engineering Building, University College London, London, UK
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Weusten BLAM, Bisschops R, Dinis-Ribeiro M, di Pietro M, Pech O, Spaander MCW, Baldaque-Silva F, Barret M, Coron E, Fernández-Esparrach G, Fitzgerald RC, Jansen M, Jovani M, Marques-de-Sa I, Rattan A, Tan WK, Verheij EPD, Zellenrath PA, Triantafyllou K, Pouw RE. Diagnosis and management of Barrett esophagus: European Society of Gastrointestinal Endoscopy (ESGE) Guideline. Endoscopy 2023; 55:1124-1146. [PMID: 37813356 DOI: 10.1055/a-2176-2440] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/11/2023]
Abstract
MR1 : ESGE recommends the following standards for Barrett esophagus (BE) surveillance:- a minimum of 1-minute inspection time per cm of BE length during a surveillance endoscopy- photodocumentation of landmarks, the BE segment including one picture per cm of BE length, and the esophagogastric junction in retroflexed position, and any visible lesions- use of the Prague and (for visible lesions) Paris classification- collection of biopsies from all visible abnormalities (if present), followed by random four-quadrant biopsies for every 2-cm BE length.Strong recommendation, weak quality of evidence. MR2: ESGE suggests varying surveillance intervals for different BE lengths. For BE with a maximum extent of ≥ 1 cm and < 3 cm, BE surveillance should be repeated every 5 years. For BE with a maximum extent of ≥ 3 cm and < 10 cm, the interval for endoscopic surveillance should be 3 years. Patients with BE with a maximum extent of ≥ 10 cm should be referred to a BE expert center for surveillance endoscopies. For patients with an irregular Z-line/columnar-lined esophagus of < 1 cm, no routine biopsies or endoscopic surveillance are advised.Weak recommendation, low quality of evidence. MR3: ESGE suggests that, if a patient has reached 75 years of age at the time of the last surveillance endoscopy and/or the patient's life expectancy is less than 5 years, the discontinuation of further surveillance endoscopies can be considered. Weak recommendation, very low quality of evidence. MR4: ESGE recommends offering endoscopic eradication therapy using ablation to patients with BE and low grade dysplasia (LGD) on at least two separate endoscopies, both confirmed by a second experienced pathologist.Strong recommendation, high level of evidence. MR5: ESGE recommends endoscopic ablation treatment for BE with confirmed high grade dysplasia (HGD) without visible lesions, to prevent progression to invasive cancer.Strong recommendation, high level of evidence. MR6: ESGE recommends offering complete eradication of all remaining Barrett epithelium by ablation after endoscopic resection of visible abnormalities containing any degree of dysplasia or esophageal adenocarcinoma (EAC).Strong recommendation, moderate quality of evidence. MR7: ESGE recommends endoscopic resection as curative treatment for T1a Barrett's cancer with well/moderate differentiation and no signs of lymphovascular invasion.Strong recommendation, high level of evidence. MR8: ESGE suggests that low risk submucosal (T1b) EAC (i. e. submucosal invasion depth ≤ 500 µm AND no [lympho]vascular invasion AND no poor tumor differentiation) can be treated by endoscopic resection, provided that adequate follow-up with gastroscopy, endoscopic ultrasound (EUS), and computed tomography (CT)/positrion emission tomography-computed tomography (PET-CT) is performed in expert centers.Weak recommendation, low quality of evidence. MR9: ESGE suggests that submucosal (T1b) esophageal adenocarcinoma with deep submucosal invasion (tumor invasion > 500 µm into the submucosa), and/or (lympho)vascular invasion, and/or a poor tumor differentiation should be considered high risk. Complete staging and consideration of additional treatments (chemotherapy and/or radiotherapy and/or surgery) or strict endoscopic follow-up should be undertaken on an individual basis in a multidisciplinary discussion.Strong recommendation, low quality of evidence. MR10 A: ESGE recommends that the first endoscopic follow-up after successful endoscopic eradication therapy (EET) of BE is performed in an expert center.Strong recommendation, very low quality of evidence. B: ESGE recommends careful inspection of the neo-squamocolumnar junction and neo-squamous epithelium with high definition white-light endoscopy and virtual chromoendoscopy during post-EET surveillance, to detect recurrent dysplasia.Strong recommendation, very low level of evidence. C: ESGE recommends against routine four-quadrant biopsies of neo-squamous epithelium after successful EET of BE.Strong recommendation, low level of evidence. D: ESGE suggests, after successful EET, obtaining four-quadrant random biopsies just distal to a normal-appearing neo-squamocolumnar junction to detect dysplasia in the absence of visible lesions.Weak recommendation, low level of evidence. E: ESGE recommends targeted biopsies are obtained where there is a suspicion of recurrent BE in the tubular esophagus, or where there are visible lesions suspicious for dysplasia.Strong recommendation, very low level of evidence. MR11: After successful EET, ESGE recommends the following surveillance intervals:- For patients with a baseline diagnosis of HGD or EAC:at 1, 2, 3, 4, 5, 7, and 10 years after last treatment, after which surveillance may be stopped.- For patients with a baseline diagnosis of LGD:at 1, 3, and 5 years after last treatment, after which surveillance may be stopped.Strong recommendation, low quality of evidence.
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Affiliation(s)
- Bas L A M Weusten
- Department of Gastroenterology and Hepatology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Gastroenterology and Hepatology, St. Antonius Hospital Nieuwegein, Nieuwegein, The Netherlands
| | - Raf Bisschops
- Department of Gastroenterology and Hepatology, University Hospitals Leuven, TARGID, Leuven, Belgium
| | - Mario Dinis-Ribeiro
- Department of Gastroenterology, Porto Comprehensive Cancer Center, and RISE@CI-IPOP (Health Research Network), Porto Portugal
| | - Massimiliano di Pietro
- Early Cancer Institute, University of Cambridge and Department of Gastroenterology, Cambridge University Hospitals NHS Trust, Cambridge, UK
| | - Oliver Pech
- Department of Gastroenterology and Interventional Endoscopy, St. John of God Hospital, Regensburg, Germany
| | - Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Francisco Baldaque-Silva
- Advanced Endoscopy Center Carlos Moreira da Silva, Department of Gastroenterology, Pedro Hispano Hospital, Matosinhos, Portugal
- Division of Medicine, Department of Upper Gastrointestinal Diseases, Karolinska University Hospital and Karolinska Institute, Stockholm, Sweden
| | - Maximilien Barret
- Department of Gastroenterology and Digestive Oncology, Cochin Hospital and University of Paris, Paris, France
| | - Emmanuel Coron
- Institut des Maladies de l'Appareil Digestif, IMAD, Centre hospitalier universitaire Hôtel-Dieu, Nantes, Nantes, France
- Department of Gastroenterology and Hepatology, University Hospital of Geneva (HUG), Geneva, Switzerland
| | - Glòria Fernández-Esparrach
- Endoscopy Unit, Department of Gastroenterology, Hospital Clínic of Barcelona, University of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Biomedical Research Network on Hepatic and Digestive Diseases (CIBEREHD), Barcelona, Spain
| | - Rebecca C Fitzgerald
- Early Cancer Institute, University of Cambridge and Department of Gastroenterology, Cambridge University Hospitals NHS Trust, Cambridge, UK
| | - Marnix Jansen
- Department of Histopathology, University College London Hospital NHS Trust, London, UK
| | - Manol Jovani
- Division of Gastroenterology, Maimonides Medical Center, New York, New York, USA
| | - Ines Marques-de-Sa
- Department of Gastroenterology, Porto Comprehensive Cancer Center, and RISE@CI-IPOP (Health Research Network), Porto Portugal
| | - Arti Rattan
- Department of Gastroenterology, Wollongong Hospital, Wollongong, New South Wales, Australia
| | - W Keith Tan
- Early Cancer Institute, University of Cambridge and Department of Gastroenterology, Cambridge University Hospitals NHS Trust, Cambridge, UK
| | - Eva P D Verheij
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers location University of Amsterdam, Amsterdam Gastroenterology, Endocrinology and Metabolism, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Pauline A Zellenrath
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Konstantinos Triantafyllou
- Hepatogastroenterology Unit, Second Department of Propaedeutic Internal Medicine, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece
| | - Roos E Pouw
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers location University of Amsterdam, Amsterdam Gastroenterology, Endocrinology and Metabolism, Cancer Center Amsterdam, Amsterdam, The Netherlands
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10
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Sijben J, Rainey L, Peters Y, Fitzgerald RC, Wani S, Kolb JM, Broeders MJM, Siersema PD. Dutch, UK and US professionals' perceptions of screening for Barrett's esophagus and esophageal adenocarcinoma: a concept mapping study. BMC Cancer 2023; 23:1111. [PMID: 37964213 PMCID: PMC10647074 DOI: 10.1186/s12885-023-11583-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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 10/28/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Novel, less-invasive technologies to screen for Barrett's esophagus (BE) may enable a paradigm shift in early detection strategies for esophageal adenocarcinoma (EAC). Understanding professionals' perspectives on screening is important to determine how to proceed. We aimed to explore and compare professionals' perceptions of screening for BE and EAC screening in three countries. METHODS In this study, 29 Dutch, 20 British and 18 American health care professionals (clinicians, researchers and policy makers) participated in concept mapping: a mixed-methods consensus building methodology. Statements on perceived barriers, facilitators, advantages, disadvantages, implications or worries associated with screening for BE and EAC were collected in asynchronous digital brainstorm sessions. Subsequently, participants sorted the statements into groups according to thematic similarity and assessed the relevance of each statement in evaluating the acceptability of BE and EAC screening. Multidimensional scaling and cluster analysis were used to map the associations between generated statements. RESULTS Professionals across three countries identified eight consistent themes that relate to their perceptions of screening for BE and EAC: (1) Benefits, (2) Harms, (3) Clinical effectiveness concerns, (4) Screening population, (5) Screening modality, (6) Resources, (7) Ownership, and (8) Public communication. Dutch and American professionals prioritized the potential health benefits of screening but also questioned clinical impact. In contrast, British participants prioritized identification of the screening population and suitable test. CONCLUSIONS Most professionals see potential in less-invasive screening tests for BE and EAC but underline the need to define the target screening population and determine benefits and harms before widely employing them. Successful implementation will require thoughtful consideration of the involvement of general practitioners, readiness of endoscopy and pathology services, balanced public communication, and country-specific regulations.
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Affiliation(s)
- Jasmijn Sijben
- Department of Gastroenterology and Hepatology (Route 455), Radboud University Medical Center, Geert Grooteplein-Zuid 8, 6500 HB, Nijmegen, the Netherlands.
| | - Linda Rainey
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Yonne Peters
- Department of Gastroenterology and Hepatology (Route 455), Radboud University Medical Center, Geert Grooteplein-Zuid 8, 6500 HB, Nijmegen, the Netherlands
| | | | - Sachin Wani
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Center, Aurora, USA
| | - Jennifer M Kolb
- Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, David Geffen School of Medicine at UCLA, Los Angeles, USA
| | - Mireille J M Broeders
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
- Dutch Expert Centre for Screening, Nijmegen, The Netherlands
| | - Peter D Siersema
- Department of Gastroenterology and Hepatology (Route 455), Radboud University Medical Center, Geert Grooteplein-Zuid 8, 6500 HB, Nijmegen, the Netherlands
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11
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Kim EN, Chen PZ, Bressan D, Tripathi M, Miremadi A, di Pietro M, Coussens LM, Hannon GJ, Fitzgerald RC, Zhuang L, Chang YH. Dual-modality imaging of immunofluorescence and imaging mass cytometry for whole-slide imaging and accurate segmentation. Cell Rep Methods 2023; 3:100595. [PMID: 37741277 PMCID: PMC10626190 DOI: 10.1016/j.crmeth.2023.100595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 07/05/2023] [Accepted: 08/30/2023] [Indexed: 09/25/2023]
Abstract
Imaging mass cytometry (IMC) is a powerful technique capable of detecting over 30 markers on a single slide. It has been increasingly used for single-cell-based spatial phenotyping in a wide range of samples. However, it only acquires a rectangle field of view (FOV) with a relatively small size and low image resolution, which hinders downstream analysis. Here, we reported a highly practical dual-modality imaging method that combines high-resolution immunofluorescence (IF) and high-dimensional IMC on the same tissue slide. Our computational pipeline uses the whole-slide image (WSI) of IF as a spatial reference and integrates small-FOV IMC into a WSI of IMC. The high-resolution IF images enable accurate single-cell segmentation to extract robust high-dimensional IMC features for downstream analysis. We applied this method in esophageal adenocarcinoma of different stages, identified the single-cell pathology landscape via reconstruction of WSI IMC images, and demonstrated the advantage of the dual-modality imaging strategy.
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Affiliation(s)
- Eun Na Kim
- Department of Biomedical Engineering and Computational Biology Program, Oregon Health and Science University, Portland, OR, USA; Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | | | - Dario Bressan
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Monika Tripathi
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Ahmad Miremadi
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | | | - Lisa M Coussens
- Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, Portland, OR, USA
| | - Gregory J Hannon
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | | | - Lizhe Zhuang
- Early Cancer Institute, University of Cambridge, Cambridge, UK.
| | - Young Hwan Chang
- Department of Biomedical Engineering and Computational Biology Program, Oregon Health and Science University, Portland, OR, USA.
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12
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Moore JL, Green M, Santaolalla A, Deere H, Evans RPT, Elshafie M, Lavery A, McManus DT, McGuigan A, Douglas R, Horne J, Walker R, Mir H, Terlizzo M, Kamarajah SK, Van Hemelrijck M, Maisey N, Sita-Lumsden A, Ngan S, Kelly M, Baker CR, Kumar S, Lagergren J, Allum WH, Gossage JA, Griffiths EA, Grabsch HI, Turkington RC, Underwood TJ, Smyth EC, Fitzgerald RC, Cunningham D, Davies AR. Pathologic Lymph Node Regression After Neoadjuvant Chemotherapy Predicts Recurrence and Survival in Esophageal Adenocarcinoma: A Multicenter Study in the United Kingdom. J Clin Oncol 2023; 41:4522-4534. [PMID: 37499209 DOI: 10.1200/jco.23.00139] [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: 01/20/2023] [Revised: 05/03/2023] [Accepted: 05/24/2023] [Indexed: 07/29/2023] Open
Abstract
PURPOSE There is limited evidence regarding the prognostic effects of pathologic lymph node (LN) regression after neoadjuvant chemotherapy for esophageal adenocarcinoma, and a definition of LN response is lacking. This study aimed to evaluate how LN regression influences survival after surgery for esophageal adenocarcinoma. METHODS Multicenter cohort study of patients with esophageal adenocarcinoma treated with neoadjuvant chemotherapy followed by surgical resection at five high-volume centers in the United Kingdom. LNs retrieved at esophagectomy were examined for chemotherapy response and given a LN regression score (LNRS)-LNRS 1, complete response; 2, <10% residual tumor; 3, 10%-50% residual tumor; 4, >50% residual tumor; and 5, no response. Survival analysis was performed using Cox regression adjusting for confounders including primary tumor regression. The discriminatory ability of different LN response classifications to predict survival was evaluated using Akaike information criterion and Harrell C-index. RESULTS In total, 17,930 LNs from 763 patients were examined. LN response classified as complete LN response (LNRS 1 ≥1 LN, no residual tumor in any LN; n = 62, 8.1%), partial LN response (LNRS 1-3 ≥1 LN, residual tumor ≥1 LN; n = 155, 20.3%), poor/no LN response (LNRS 4-5; n = 303, 39.7%), or LN negative (no tumor/regression; n = 243, 31.8%) demonstrated superior discriminatory ability. Mortality was reduced in patients with complete LN response (hazard ratio [HR], 0.35; 95% CI, 0.22 to 0.56), partial LN response (HR, 0.72; 95% CI, 0.57 to 0.93) or negative LNs (HR, 0.32; 95% CI, 0.25 to 0.42) compared with those with poor/no LN response. Primary tumor regression and LN regression were discordant in 165 patients (21.9%). CONCLUSION Pathologic LN regression after neoadjuvant chemotherapy was a strong prognostic factor and provides important information beyond pathologic TNM staging and primary tumor regression grading. LN regression should be included as standard in the pathologic reporting of esophagectomy specimens.
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Affiliation(s)
- Jonathan L Moore
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Michael Green
- Department of Histopathology, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Aida Santaolalla
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Harriet Deere
- Department of Histopathology, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Richard P T Evans
- Department of Upper Gastrointestinal Surgery, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Mona Elshafie
- Department of Pathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Anita Lavery
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, United Kingdom
| | - Damian T McManus
- Department of Pathology, Royal Victoria Hospital, Belfast Health and Social Care Trust, Belfast, United Kingdom
| | - Andrew McGuigan
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, United Kingdom
| | - Rosalie Douglas
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, United Kingdom
| | - Joanne Horne
- Department of Histopathology, University Hospitals Southampton NHS Foundation Trust, Southampton, United Kingdom
| | - Robert Walker
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Hira Mir
- Department of Histopathology, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Monica Terlizzo
- Department of Histopathology, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Sivesh K Kamarajah
- Department of Pathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Mieke Van Hemelrijck
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Nick Maisey
- Department of Medical Oncology, St Thomas' Hospital, London, United Kingdom
| | - Ailsa Sita-Lumsden
- Department of Medical Oncology, St Thomas' Hospital, London, United Kingdom
| | - Sarah Ngan
- Department of Medical Oncology, St Thomas' Hospital, London, United Kingdom
| | - Mark Kelly
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Cara R Baker
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Sacheen Kumar
- Department of Upper Gastrointestinal Surgery, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Jesper Lagergren
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - William H Allum
- Department of Upper Gastrointestinal Surgery, The Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - James A Gossage
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
| | - Ewen A Griffiths
- Department of Pathology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Heike I Grabsch
- Department of Pathology, GROW School for Oncology and Reproduction, Maastricht University Medical Center+, Maastricht, the Netherlands
- Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Richard C Turkington
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, United Kingdom
| | - Tim J Underwood
- School of Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Elizabeth C Smyth
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | - Rebecca C Fitzgerald
- Early Cancer Institute, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
- Department of Gastroenterology, Addenbrooke's Hospital, Cambridge University NHS Foundation Trust, Cambridge, United Kingdom
| | - David Cunningham
- Department of Medical Oncology, The Royal Marsden Hospital, London, United Kingdom
| | - Andrew R Davies
- Department of Upper Gastrointestinal and General Surgery, Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- School of Cancer and Pharmaceutical Sciences, King's College London, United Kingdom
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13
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Landy R, Killcoyne S, Tang C, Juniat S, O’Donovan M, Goel N, Gehrung M, Fitzgerald RC. Real-world implementation of non-endoscopic triage testing for Barrett's oesophagus during COVID-19. QJM 2023; 116:659-666. [PMID: 37220898 PMCID: PMC10497181 DOI: 10.1093/qjmed/hcad093] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/27/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND The Coronavirus pandemic (COVID-19) curtailed endoscopy services, adding to diagnostic backlogs. Building on trial evidence for a non-endoscopic oesophageal cell collection device coupled with biomarkers (Cytosponge), an implementation pilot was launched for patients on waiting lists for reflux and Barrett's oesophagus surveillance. AIMS (i) To review reflux referral patterns and Barrett's surveillance practices. (ii) To evaluate the range of Cytosponge findings and impact on endoscopy services. DESIGN AND METHODS Cytosponge data from centralized laboratory processing (trefoil factor 3 (TFF3) for intestinal metaplasia (IM), haematoxylin & eosin for cellular atypia and p53 for dysplasia) over a 2-year period were included. RESULTS A total of 10 577 procedures were performed in 61 hospitals in England and Scotland, of which 92.5% (N = 9784/10 577) were sufficient for analysis. In the reflux cohort (N = 4074 with gastro-oesophageal junction sampling), 14.7% had one or more positive biomarkers (TFF3: 13.6% (N = 550/4056), p53: 0.5% (21/3974), atypia: 1.5% (N = 63/4071)), requiring endoscopy. Among samples from individuals undergoing Barrett's surveillance (N = 5710 with sufficient gland groups), TFF3-positivity increased with segment length (odds ratio = 1.37 per cm (95% confidence interval: 1.33-1.41, P < 0.001)). Some surveillance referrals (21.5%, N = 1175/5471) had ≤1 cm segment length, of which 65.9% (707/1073) were TFF3 negative. Of all surveillance procedures, 8.3% had dysplastic biomarkers (4.0% (N = 225/5630) for p53 and 7.6% (N = 430/5694) for atypia), increasing to 11.8% (N = 420/3552) in TFF3+ cases with confirmed IM and 19.7% (N = 58/294) in ultra-long segments. CONCLUSIONS Cytosponge-biomarker tests enabled targeting of endoscopy services to higher-risk individuals, whereas those with TFF3 negative ultra-short segments could be reconsidered regarding their Barrett's oesophagus status and surveillance requirements. Long-term follow-up will be important in these cohorts.
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Affiliation(s)
- R Landy
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - S Killcoyne
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
| | - C Tang
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
| | - S Juniat
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
| | - M O’Donovan
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - N Goel
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
| | - M Gehrung
- Cyted Ltd, 22 Station Road, Cambridge CB1 2JD, UK
| | - R C Fitzgerald
- Department of Oncology, Early Cancer Institute, University of Cambridge, Cambridge CB2 0XZ, UK
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14
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Kazachenka A, Loong JH, Attig J, Young GR, Ganguli P, Devonshire G, Grehan N, Ciccarelli FD, Fitzgerald RC, Kassiotis G. The transcriptional landscape of endogenous retroelements delineates esophageal adenocarcinoma subtypes. NAR Cancer 2023; 5:zcad040. [PMID: 37502711 PMCID: PMC10370457 DOI: 10.1093/narcan/zcad040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/01/2023] [Accepted: 07/14/2023] [Indexed: 07/29/2023] Open
Abstract
Most cancer types exhibit aberrant transcriptional activity, including derepression of retrotransposable elements (RTEs). However, the degree, specificity and potential consequences of RTE transcriptional activation may differ substantially among cancer types and subtypes. Representing one extreme of the spectrum, we characterize the transcriptional activity of RTEs in cohorts of esophageal adenocarcinoma (EAC) and its precursor Barrett's esophagus (BE) from the OCCAMS (Oesophageal Cancer Clinical and Molecular Stratification) consortium, and from TCGA (The Cancer Genome Atlas). We found exceptionally high RTE inclusion in the EAC transcriptome, driven primarily by transcription of genes incorporating intronic or adjacent RTEs, rather than by autonomous RTE transcription. Nevertheless, numerous chimeric transcripts straddling RTEs and genes, and transcripts from stand-alone RTEs, particularly KLF5- and SOX9-controlled HERVH proviruses, were overexpressed specifically in EAC. Notably, incomplete mRNA splicing and EAC-characteristic intronic RTE inclusion was mirrored by relative loss of the respective fully-spliced, functional mRNA isoforms, consistent with compromised cellular fitness. Defective RNA splicing was linked with strong transcriptional activation of a HERVH provirus on Chr Xp22.32 and defined EAC subtypes with distinct molecular features and prognosis. Our study defines distinguishable RTE transcriptional profiles of EAC, reflecting distinct underlying processes and prognosis, thus providing a framework for targeted studies.
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Affiliation(s)
| | - Jane Hc Loong
- Retroviral Immunology Laboratory, The Francis Crick Institute, London, UK
| | - Jan Attig
- Retroviral Immunology Laboratory, The Francis Crick Institute, London, UK
| | - George R Young
- Bioinformatics and Biostatistics Facility, The Francis Crick Institute, London, UK
| | - Piyali Ganguli
- Cancer Systems Biology Laboratory, The Francis Crick Institute, London, UK
- School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Nicola Grehan
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
| | - Francesca D Ciccarelli
- Cancer Systems Biology Laboratory, The Francis Crick Institute, London, UK
- School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
| | - George Kassiotis
- Retroviral Immunology Laboratory, The Francis Crick Institute, London, UK
- Department of Infectious Disease, Faculty of Medicine, Imperial College London, London, UK
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15
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Abbas S, Pich O, Devonshire G, Zamani SA, Katz-Summercorn A, Killcoyne S, Cheah C, Nutzinger B, Grehan N, Lopez-Bigas N, Fitzgerald RC, Secrier M. Mutational signature dynamics shaping the evolution of oesophageal adenocarcinoma. Nat Commun 2023; 14:4239. [PMID: 37454136 PMCID: PMC10349863 DOI: 10.1038/s41467-023-39957-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023] Open
Abstract
A variety of mutational processes drive cancer development, but their dynamics across the entire disease spectrum from pre-cancerous to advanced neoplasia are poorly understood. We explore the mutagenic processes shaping oesophageal adenocarcinoma tumorigenesis in 997 instances comprising distinct stages of this malignancy, from Barrett Oesophagus to primary tumours and advanced metastatic disease. The mutational landscape is dominated by the C[T > C/G]T substitution enriched signatures SBS17a/b, which are linked with TP53 mutations, increased proliferation, genomic instability and disease progression. The APOBEC mutagenesis signature is a weak but persistent signal amplified in primary tumours. We also identify prevalent alterations in DNA damage repair pathways, with homologous recombination, base and nucleotide excision repair and translesion synthesis mutated in up to 50% of the cohort, and surprisingly uncoupled from transcriptional activity. Among these, the presence of base excision repair deficiencies show remarkably poor prognosis in the cohort. In this work, we provide insights on the mutational aetiology and changes enabling the transition from pre-neoplastic to advanced oesophageal adenocarcinoma.
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Affiliation(s)
- Sujath Abbas
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Oriol Pich
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | | | | | - Sarah Killcoyne
- Early Cancer Institute, University of Cambridge, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, UK
| | - Calvin Cheah
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | | | - Nicola Grehan
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Nuria Lopez-Bigas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Barcelona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | | | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK.
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16
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di Pietro M, Honing J, Lee CY, Fitzgerald RC. Endoscopic surveillance in hereditary diffuse gastric cancer. Lancet Oncol 2023; 24:e287. [PMID: 37414015 DOI: 10.1016/s1470-2045(23)00231-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 07/08/2023]
Affiliation(s)
| | - Judith Honing
- Early Cancer Institute, University of Cambridge, Cambridge CB2 0XZ, UK; Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Colin Yc Lee
- Early Cancer Institute, University of Cambridge, Cambridge CB2 0XZ, UK
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17
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Ferrandino G, De Palo G, Murgia A, Birch O, Tawfike A, Smith R, Debiram-Beecham I, Gandelman O, Kibble G, Lydon AM, Groves A, Smolinska A, Allsworth M, Boyle B, van der Schee MP, Allison M, Fitzgerald RC, Hoare M, Snowdon VK. Breath Biopsy ® to Identify Exhaled Volatile Organic Compounds Biomarkers for Liver Cirrhosis Detection. J Clin Transl Hepatol 2023; 11:638-648. [PMID: 36969895 PMCID: PMC10037526 DOI: 10.14218/jcth.2022.00309] [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: 06/30/2022] [Revised: 09/30/2022] [Accepted: 11/01/2022] [Indexed: 03/29/2023] Open
Abstract
Background and Aims The prevalence of chronic liver disease in adults exceeds 30% in some countries and there is significant interest in developing tests and treatments to help control disease progression and reduce healthcare burden. Breath is a rich sampling matrix that offers non-invasive solutions suitable for early-stage detection and disease monitoring. Having previously investigated targeted analysis of a single biomarker, here we investigated a multiparametric approach to breath testing that would provide more robust and reliable results for clinical use. Methods To identify candidate biomarkers we compared 46 breath samples from cirrhosis patients and 42 from controls. Collection and analysis used Breath Biopsy OMNI™, maximizing signal and contrast to background to provide high confidence biomarker detection based upon gas chromatography mass spectrometry (GC-MS). Blank samples were also analyzed to provide detailed information on background volatile organic compounds (VOCs) levels. Results A set of 29 breath VOCs differed significantly between cirrhosis and controls. A classification model based on these VOCs had an area under the curve (AUC) of 0.95±0.04 in cross-validated test sets. The seven best performing VOCs were sufficient to maximize classification performance. A subset of 11 VOCs was correlated with blood metrics of liver function (bilirubin, albumin, prothrombin time) and separated patients by cirrhosis severity using principal component analysis. Conclusions A set of seven VOCs consisting of previously reported and novel candidates show promise as a panel for liver disease detection and monitoring, showing correlation to disease severity and serum biomarkers at late stage.
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Affiliation(s)
| | | | | | | | | | | | - Irene Debiram-Beecham
- Department of Oncology, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, UK
| | | | - Graham Kibble
- Department of Oncology, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, UK
| | - Anne Marie Lydon
- Department of Oncology, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, UK
| | - Alice Groves
- Department of Oncology, University of Cambridge, Hutchison/MRC Research Centre, Cambridge, UK
| | - Agnieszka Smolinska
- Owlstone Medical, Cambridge, UK
- Department of Pharmacology and Toxicology, School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Center, the Netherlands
| | | | | | | | - Michael Allison
- Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Cambridge, UK
- Addenbrookes Hepatology and Liver Transplantation Unit, Addenbrookes Hospital, Cambridge, UK
| | - Rebecca C. Fitzgerald
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Matthew Hoare
- Department of Medicine, University of Cambridge, Addenbrooke’s Hospital, Cambridge, UK
- Addenbrookes Hepatology and Liver Transplantation Unit, Addenbrookes Hospital, Cambridge, UK
- CRUK Cambridge Institute, Cambridge, UK
| | - Victoria K. Snowdon
- Addenbrookes Hepatology and Liver Transplantation Unit, Addenbrookes Hospital, Cambridge, UK
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18
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Honing J, Fitzgerald RC. Categorizing Risks within Barrett's Esophagus To Guide Surveillance and Interception; Suggesting a New Framework. Cancer Prev Res (Phila) 2023; 16:313-320. [PMID: 37259801 PMCID: PMC10234311 DOI: 10.1158/1940-6207.capr-22-0447] [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: 11/23/2022] [Revised: 03/08/2023] [Accepted: 04/05/2023] [Indexed: 06/02/2023]
Abstract
Barrett's esophagus is a precancerous condition that can progress in a stepwise manner to dysplasia and eventually esophageal adenocarcinoma (EAC). Once diagnosed, patients with Barrett's esophagus are kept on surveillance to detect progression so that timely intervention can occur with endoscopic therapy. Several demographic and clinical risk factors are known to increase progression toward EAC, such as longer Barrett's segments, and these patients are kept on tighter surveillance. While p53 IHC has been advocated as an adjunct to histopathologic diagnosis, use of this biomarker is variable, and no other molecular factors are currently applied. Given the new evidence available, it is time to consider whether other risk factors or tools could be applied in clinical practice to decide on closer or attenuated surveillance. In this commentary, we summarize the most relevant risk factors for Barrett's esophagus progression, highlight the most promising novel risk stratification tools-including nonendoscopic triage and commercial biomarker panels, and propose a new framework suggesting how to incorporate risk stratification into clinical practice.
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Affiliation(s)
- Judith Honing
- Early Cancer Institute, University of Cambridge, Cambridge, United Kingdom
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19
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Pilonis ND, O'Donovan M, Richardson S, Fitzgerald RC, di Pietro M. Confocal endomicroscopy diagnostic criteria for early signet-ring cell carcinoma in hereditary diffuse gastric cancer. BMC Gastroenterol 2023; 23:176. [PMID: 37221458 PMCID: PMC10207770 DOI: 10.1186/s12876-023-02822-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 04/05/2022] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Recognition of early signet-ring cell carcinoma (SRCC) in patients with hereditary diffuse gastric cancer (HDGC) undergoing endoscopic surveillance is challenging. We hypothesized that probe-based confocal laser endomicroscopy (pCLE) might help diagnose early cancerous lesions in the context of HDGC. The aim of this study was to identify pCLE diagnostic criteria for early SRCC. METHODS Patients with HDGC syndrome were prospectively recruited and pCLE assessment was performed on areas suspicious for early SRCC and control regions during an endoscopic surveillance procedure. Targeted biopsies were taken for gold standard histologic assessment. In Phase I two investigators assessed video sequences off-line to identify pCLE features related to SRCC. In Phase II pCLE diagnostic criteria were evaluated in an independent video set by the investigators blinded to the histologic diagnosis. Sensitivity, specificity, accuracy, and interobserver agreement were calculated. RESULTS Forty-two video sequences from 16 HDGC patients were included in Phase I. Four pCLE patterns associated to SRCC histologic features were identified: (A) glands with attenuated margins, (B) glands with spiculated or irregular shape, (C) heterogenous granular stroma with sparse glands, (D) enlarged vessels with tortuous shape. In Phase II, 38 video sequences from 15 patients were assessed. Criteria A and B and C had the highest diagnostic accuracy, with a κ for interobserver agreement ranging from 0.153 to 0.565. A panel comprising these 3 criteria with a cut-off of at least one positive criterion had a sensitivity of 80.9% (95%CI:58.1-94.5%) and a specificity of 70.6% (95%CI:44.0-89.7%) for a diagnosis of SRCC. CONCLUSIONS We have generated and validated off-line pCLE criteria for early SRCC. Future real-time validation of these criteria is required.
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Affiliation(s)
- Nastazja D Pilonis
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Gastroenterology, Hepatology and Clinical Oncology, Medical Centre for Postgraduate Education, Warsaw, Poland
| | - Maria O'Donovan
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, UK
| | - Susan Richardson
- Early Cancer Institute, University of Cambridge, Cambridge, CB2 0XZ, UK
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20
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Luebeck J, Ng AWT, Galipeau PC, Li X, Sanchez CA, Katz-Summercorn AC, Kim H, Jammula S, He Y, Lippman SM, Verhaak RGW, Maley CC, Alexandrov LB, Reid BJ, Fitzgerald RC, Paulson TG, Chang HY, Wu S, Bafna V, Mischel PS. Extrachromosomal DNA in the cancerous transformation of Barrett's oesophagus. Nature 2023; 616:798-805. [PMID: 37046089 PMCID: PMC10132967 DOI: 10.1038/s41586-023-05937-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [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: 09/09/2022] [Accepted: 03/09/2023] [Indexed: 04/14/2023]
Abstract
Oncogene amplification on extrachromosomal DNA (ecDNA) drives the evolution of tumours and their resistance to treatment, and is associated with poor outcomes for patients with cancer1-6. At present, it is unclear whether ecDNA is a later manifestation of genomic instability, or whether it can be an early event in the transition from dysplasia to cancer. Here, to better understand the development of ecDNA, we analysed whole-genome sequencing (WGS) data from patients with oesophageal adenocarcinoma (EAC) or Barrett's oesophagus. These data included 206 biopsies in Barrett's oesophagus surveillance and EAC cohorts from Cambridge University. We also analysed WGS and histology data from biopsies that were collected across multiple regions at 2 time points from 80 patients in a case-control study at the Fred Hutchinson Cancer Center. In the Cambridge cohorts, the frequency of ecDNA increased between Barrett's-oesophagus-associated early-stage (24%) and late-stage (43%) EAC, suggesting that ecDNA is formed during cancer progression. In the cohort from the Fred Hutchinson Cancer Center, 33% of patients who developed EAC had at least one oesophageal biopsy with ecDNA before or at the diagnosis of EAC. In biopsies that were collected before cancer diagnosis, higher levels of ecDNA were present in samples from patients who later developed EAC than in samples from those who did not. We found that ecDNAs contained diverse collections of oncogenes and immunomodulatory genes. Furthermore, ecDNAs showed increases in copy number and structural complexity at more advanced stages of disease. Our findings show that ecDNA can develop early in the transition from high-grade dysplasia to cancer, and that ecDNAs progressively form and evolve under positive selection.
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Affiliation(s)
- Jens Luebeck
- Department of Computer Science and Engineering, University of California at San Diego, La Jolla, CA, USA
- Bioinformatics and Systems Biology Graduate Program, University of California at San Diego, La Jolla, CA, USA
| | - Alvin Wei Tian Ng
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Patricia C Galipeau
- Divisions of Human Biology and Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Xiaohong Li
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Carissa A Sanchez
- Divisions of Human Biology and Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | | | - Hoon Kim
- Department of Biopharmaceutical Convergence, Sungkyunkwan University, Suwon, Republic of Korea
- Department of Biohealth Regulatory Science, Sungkyunkwan University, Suwon, Republic of Korea
| | - Sriganesh Jammula
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK
| | - Yudou He
- Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
- Department of Cellular and Molecular Medicine, University of California at San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California at San Diego, La Jolla, CA, USA
| | - Scott M Lippman
- Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
| | - Roel G W Verhaak
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
| | - Carlo C Maley
- Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Ludmil B Alexandrov
- Moores Cancer Center, UC San Diego Health, La Jolla, CA, USA
- Department of Cellular and Molecular Medicine, University of California at San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California at San Diego, La Jolla, CA, USA
| | - Brian J Reid
- Divisions of Human Biology and Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Department of Medicine, University of Washington, Seattle, WA, USA
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Hutchison Research Centre, University of Cambridge, Cambridge, UK.
| | - Thomas G Paulson
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA.
- Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
| | - Sihan Wu
- Children's Medical Center Research Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Vineet Bafna
- Department of Computer Science and Engineering, University of California at San Diego, La Jolla, CA, USA.
- Halıcıoğlu Data Science Institute, University of California at San Diego, La Jolla, CA, USA.
| | - Paul S Mischel
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
- Sarafan Chemistry, Engineering, and Medicine for Human Health (Sarafan ChEM-H), Stanford University, Stanford, CA, USA.
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21
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Rodriguez-Martin B, Alvarez EG, Baez-Ortega A, Zamora J, Supek F, Demeulemeester J, Santamarina M, Ju YS, Temes J, Garcia-Souto D, Detering H, Li Y, Rodriguez-Castro J, Dueso-Barroso A, Bruzos AL, Dentro SC, Blanco MG, Contino G, Ardeljan D, Tojo M, Roberts ND, Zumalave S, Edwards PA, Weischenfeldt J, Puiggròs M, Chong Z, Chen K, Lee EA, Wala JA, Raine KM, Butler A, Waszak SM, Navarro FCP, Schumacher SE, Monlong J, Maura F, Bolli N, Bourque G, Gerstein M, Park PJ, Wedge DC, Beroukhim R, Torrents D, Korbel JO, Martincorena I, Fitzgerald RC, Van Loo P, Kazazian HH, Burns KH, Campbell PJ, Tubio JMC. Author Correction: Pan-cancer analysis of whole genomes identifies driver rearrangements promoted by LINE-1 retrotransposition. Nat Genet 2023:10.1038/s41588-023-01319-9. [PMID: 36944736 DOI: 10.1038/s41588-023-01319-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/23/2023]
Affiliation(s)
- Bernardo Rodriguez-Martin
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain
- Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Eva G Alvarez
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain
- Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Adrian Baez-Ortega
- Transmissible Cancer Group, Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Jorge Zamora
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- The Biomedical Research Centre (CINBIO), Universidade de Vigo, Vigo, Spain
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Fran Supek
- Genome Data Science, Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology (BIST), Barcelona, Spain
- Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Jonas Demeulemeester
- The Francis Crick Institute, London, UK
- Department of Human Genetics, University of Leuven, Leuven, Belgium
| | - Martin Santamarina
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain
- Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Young Seok Ju
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK
| | - Javier Temes
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Daniel Garcia-Souto
- Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Harald Detering
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo, Spain
- Galicia Sur Health Research Institute, Vigo, Spain
| | - Yilong Li
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Jorge Rodriguez-Castro
- Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Ana Dueso-Barroso
- Faculty of Science and Technology, University of Vic-Central University of Catalonia (UVic-UCC), Vic, Spain
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
| | - Alicia L Bruzos
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain
- Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Stefan C Dentro
- The Francis Crick Institute, London, UK
- Experimental Cancer Genetics, Wellcome Sanger Institute, Cambridge, UK
- Oxford Big Data Institute, University of Oxford, Oxford, UK
| | - Miguel G Blanco
- DNA Repair and Genome Integrity, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Department of Biochemistry and Molecular Biology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Gianmarco Contino
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Daniel Ardeljan
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Baltimore, MD, USA
| | - Marta Tojo
- The Biomedical Research Centre (CINBIO), Universidade de Vigo, Vigo, Spain
- Department of Biochemistry, Genetics and Immunology, University of Vigo, Vigo, Spain
| | - Nicola D Roberts
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sonia Zumalave
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- Genomes and Disease, Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Paul A Edwards
- University of Cambridge, Cambridge, UK
- Li Ka Shing Centre, Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Joachim Weischenfeldt
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
- Finsen Laboratory and Biotech Research & Innovation Centre (BRIC), University of Copenhagen, Copenhagen, Denmark
- Department of Urology, Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Zechen Chong
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Genetics and Informatics Institute, University of Alabama at Birmingham (UAB) School of Medicine, Birmingham, AL, USA
| | - Ken Chen
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eunjung Alice Lee
- Division of Genetics and Genomics, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Jeremiah A Wala
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Keiran M Raine
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK
| | - Adam Butler
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK
| | - Sebastian M Waszak
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
| | - Fabio C P Navarro
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
- Department of Computer Science, Yale University, New Haven, CT, USA
| | - Steven E Schumacher
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jean Monlong
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
| | - Francesco Maura
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK
- Department of Oncology and Onco-Hematology, University of Milan, Milan, Italy
- Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Niccolo Bolli
- Department of Oncology and Onco-Hematology, University of Milan, Milan, Italy
- Department of Medical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Guillaume Bourque
- Canadian Center for Computational Genomics, McGill University, Montreal, Quebec, Canada
| | - Mark Gerstein
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
- Department of Computer Science, Yale University, New Haven, CT, USA
| | - Peter J Park
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Ludwig Center at Harvard, Boston, MA, USA
| | - David C Wedge
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK
- Experimental Cancer Genetics, Wellcome Sanger Institute, Cambridge, UK
- Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Rameen Beroukhim
- The Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - David Torrents
- Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
- Barcelona Supercomputing Center (BSC), Barcelona, Spain
| | - Jan O Korbel
- European Molecular Biology Laboratory (EMBL), Genome Biology Unit, Heidelberg, Germany
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK
| | | | - Rebecca C Fitzgerald
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Peter Van Loo
- The Francis Crick Institute, London, UK
- Department of Human Genetics, University of Leuven, Leuven, Belgium
| | - Haig H Kazazian
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Baltimore, MD, USA
| | - Kathleen H Burns
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Baltimore, MD, USA
- McKusick-Nathans Institute of Genetic Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Peter J Campbell
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
- Department of Haematology, University of Cambridge, Cambridge, UK.
| | - Jose M C Tubio
- Department of Zoology, Genetics and Physical Anthropology, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
- Biomedical Research Centre (CINBIO), University of Vigo, Vigo, Spain.
- Centre for Research in Molecular Medicine and Chronic Diseases (CIMUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
- Cancer Ageing and Somatic Mutation Programme, Wellcome Sanger Institute, Cambridge, UK.
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22
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Nowicki-Osuch K, Zhuang L, Cheung TS, Black EL, Masque-Soler N, Devonshire G, Redmond AM, Freeman A, di Pietro M, Pilonis N, Januszewicz W, O'Donovan M, Tavare S, Shields JD, Fitzgerald RC. Single-cell RNA sequencing unifies developmental programs of Esophageal and Gastric Intestinal Metaplasia. Cancer Discov 2023:718812. [PMID: 36929873 DOI: 10.1158/2159-8290.cd-22-0824] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 11/30/2022] [Accepted: 03/14/2023] [Indexed: 03/18/2023]
Abstract
Intestinal metaplasia in the esophagus (Barrett's Esophagus BE-IM) and stomach (GIM) are considered precursors for esophageal and gastric adenocarcinoma, respectively. We hypothesize that BE-IM and GIM follow parallel developmental trajectories in response to differing inflammatory insults. Here, we construct a single-cell RNA-seq atlas, supported by protein expression studies, of the entire gastrointestinal tract spanning physiologically normal and pathological states including gastric metaplasia in the esophagus (E-GM), BE-IM, atrophic gastritis, and GIM. We demonstrate that BE-IM and GIM share molecular features, and individual cells simultaneously possess transcriptional properties of gastric and intestinal epithelia, suggesting phenotypic mosaicism. Transcriptionally E-GM resembles atrophic gastritis; genetically, it is clonal and has a lower mutational burden than BE-IM. Finally, we show that GIM and BE-IM acquire a pro-tumorigenic, activated fibroblast microenvironment. These findings suggest that BE-IM and GIM can be considered molecularly similar entities in adjacent organs, opening the path for shared detection and treatment strategies.
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Affiliation(s)
| | - Lizhe Zhuang
- University of Cambridge, Cambridge, United Kingdom
| | | | | | | | | | | | - Adam Freeman
- University of Cambridge, Cambridge, United Kingdom
| | | | | | | | | | - Simon Tavare
- Columbia University, New York, New York, United States
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23
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Lim HJ, Zhuang L, Fitzgerald RC. Current advances in understanding the molecular profile of hereditary diffuse gastric cancer and its clinical implications. J Exp Clin Cancer Res 2023; 42:57. [PMID: 36869400 PMCID: PMC9985294 DOI: 10.1186/s13046-023-02622-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/13/2023] [Indexed: 03/05/2023] Open
Abstract
Hereditary diffuse gastric cancer (HDGC) is an autosomal dominant cancer syndrome attributed to germline CDH1 mutations that carries a high risk for early onset DGC. HDGC raises a significant health issue due to its high penetrance and mortality unless diagnosed early. The definitive treatment is to undergo prophylactic total gastrectomy which is associated with significant morbidity., highlighting the urgent need for alternative treatment methods. However, there is limited literature examining potential therapeutic strategies building on emerging insights into the molecular basis of progressive lesions in the context of HDGC. The aim of this review is to summarise the current understanding of HDGC in the context of CDH1 pathogenic variants followed by a review of the proposed mechanisms for progression. In addition, we discuss the development of novel therapeutic approaches and highlight pertinent areas for further research. A literature search was therefore performed for relevant studies examining CDH1 germline variants, second-hit mechanisms of CDH1, pathogenesis of HDGC and potential therapeutic strategies in databases, including PubMed, ScienceDirect and Scopus. Germline mutations are mostly truncating CDH1 variants affecting extracellular domains of E-cadherin, generally due to frameshift, single nucleotide variants or splice site mutations. A second somatic hit of CDH1 most commonly occurs via promoter methylation as shown in 3 studies, but studies are limited with a small sample size. The multi-focal development of indolent lesions in HDGC provide a unique opportunity to understand genetic events that drive the transition to the invasive phenotype. To date, a few signalling pathways have been shown to facilitate the progression of HDGC, including Notch and Wnt. In in-vitro studies, the ability to inhibit Notch signalling was lost in cells transfected with mutant forms of E-cadherin, and increased Notch-1 activity correlated with apoptosis resistance. Furthermore, in patient samples, overexpression of Wnt-2 was associated with cytoplasmic and nuclear β-catenin accumulation and increased metastatic potential. As loss-of-function mutations are challenging to target therapeutically, these findings pave the way towards a synthetic lethal approach in CDH1-deficient cells with some promising results in-vitro. In future, if we could better understand the molecular vulnerabilities in HDGC, there may be opportunities to offer alternative treatment pathways to avoid gastrectomy.
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Affiliation(s)
- Hui Jun Lim
- Department of Oncology, Early Cancer Institute, University of Cambridge, Box 197, Cambridge Biomedical Campus, CB2 0XZ, Cambridge, UK.
- Department of Sarcoma, Peritoneal and Rare Tumors (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore, Singapore.
| | - Lizhe Zhuang
- Department of Oncology, Early Cancer Institute, University of Cambridge, Box 197, Cambridge Biomedical Campus, CB2 0XZ, Cambridge, UK
| | - Rebecca C Fitzgerald
- Department of Oncology, Early Cancer Institute, University of Cambridge, Box 197, Cambridge Biomedical Campus, CB2 0XZ, Cambridge, UK
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24
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Kim EN, Chen PZ, Bressan D, Tripathi M, Miremadi A, di Pietro M, Coussens LM, Hannon GJ, Fitzgerald RC, Zhuang L, Chang YH. Dual-modality imaging of immunofluorescence and imaging mass cytometry for whole slide imaging with accurate single-cell segmentation. bioRxiv 2023:2023.02.23.529718. [PMID: 36865274 PMCID: PMC9980062 DOI: 10.1101/2023.02.23.529718] [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] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Imaging mass cytometry (IMC) is a powerful multiplexed tissue imaging technology that allows simultaneous detection of more than 30 makers on a single slide. It has been increasingly used for singlecell-based spatial phenotyping in a wide range of samples. However, it only acquires a small, rectangle field of view (FOV) with a low image resolution that hinders downstream analysis. Here, we reported a highly practical dual-modality imaging method that combines high-resolution immunofluorescence (IF) and high-dimensional IMC on the same tissue slide. Our computational pipeline uses the whole slide image (WSI) of IF as a spatial reference and integrates small FOVs IMC into a WSI of IMC. The high-resolution IF images enable accurate single-cell segmentation to extract robust high-dimensional IMC features for downstream analysis. We applied this method in esophageal adenocarcinoma of different stages, identified the single-cell pathology landscape via reconstruction of WSI IMC images, and demonstrated the advantage of the dual-modality imaging strategy. Motivation Highly multiplexed tissue imaging allows visualization of the spatially resolved expression of multiple proteins at the single-cell level. Although imaging mass cytometry (IMC) using metal isotope-conjugated antibodies has a significant advantage of low background signal and absence of autofluorescence or batch effect, it has a low resolution that hampers accurate cell segmentation and results in inaccurate feature extraction. In addition, IMC only acquires mm 2 -sized rectangle regions, which limits its application and efficiency when studying larger clinical samples with non-rectangle shapes. To maximize the research output of IMC, we developed the dual-modality imaging method based on a highly practical and technical improvement requiring no extra specialized equipment or agents and proposed a comprehensive computational pipeline that combines IF and IMC. The proposed method greatly improves the accuracy of cell segmentation and downstream analysis and is able to obtain whole slide image IMC to capture the comprehensive cellular landscape of large tissue sections.
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Affiliation(s)
- Eun Na Kim
- Department of Biomedical Engineering and Computational Biology Program, Oregon Health and Science University, Portland, OR, USA
| | | | - Dario Bressan
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | - Monika Tripathi
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Ahmad Miremadi
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | | | - Lisa M Coussens
- Department of Cell, Developmental and Cancer Biology, Oregon Health and Science University, Portland, OR, USA
| | - Gregory J Hannon
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, UK
| | | | - Lizhe Zhuang
- Early Cancer Institute, University of Cambridge, Cambridge, UK
| | - Young Hwan Chang
- Department of Biomedical Engineering and Computational Biology Program, Oregon Health and Science University, Portland, OR, USA
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25
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Wang Y, Robinson PS, Coorens THH, Moore L, Lee-Six H, Noorani A, Sanders MA, Jung H, Katainen R, Heuschkel R, Brunton-Sim R, Weston R, Read D, Nobbs B, Fitzgerald RC, Saeb-Parsy K, Martincorena I, Campbell PJ, Rushbrook S, Zilbauer M, Buczacki SJA, Stratton MR. APOBEC mutagenesis is a common process in normal human small intestine. Nat Genet 2023; 55:246-254. [PMID: 36702998 PMCID: PMC9925384 DOI: 10.1038/s41588-022-01296-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 12/16/2022] [Indexed: 01/27/2023]
Abstract
APOBEC mutational signatures SBS2 and SBS13 are common in many human cancer types. However, there is an incomplete understanding of its stimulus, when it occurs in the progression from normal to cancer cell and the APOBEC enzymes responsible. Here we whole-genome sequenced 342 microdissected normal epithelial crypts from the small intestines of 39 individuals and found that SBS2/SBS13 mutations were present in 17% of crypts, more frequent than most other normal tissues. Crypts with SBS2/SBS13 often had immediate crypt neighbors without SBS2/SBS13, suggesting that the underlying cause of SBS2/SBS13 is cell-intrinsic. APOBEC mutagenesis occurred in an episodic manner throughout the human lifespan, including in young children. APOBEC1 mRNA levels were very high in the small intestine epithelium, but low in the large intestine epithelium and other tissues. The results suggest that the high levels of SBS2/SBS13 in the small intestine are collateral damage from APOBEC1 fulfilling its physiological function of editing APOB mRNA.
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Affiliation(s)
- Yichen Wang
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Philip S Robinson
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Tim H H Coorens
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Luiza Moore
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
- Department of Pathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Henry Lee-Six
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Ayesha Noorani
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Mathijs A Sanders
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Hyunchul Jung
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Riku Katainen
- Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Robert Heuschkel
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Addenbrooke's Hospital, Cambridge, UK
| | | | - Robyn Weston
- NIHR Clinical Research Network-East of England, Addenbrooke's Hospital, Cambridge, UK
| | - Debbie Read
- NIHR Clinical Research Network-East of England, Addenbrooke's Hospital, Cambridge, UK
| | - Beverley Nobbs
- NIHR Clinical Research Network-East of England, Addenbrooke's Hospital, Cambridge, UK
| | - Rebecca C Fitzgerald
- The Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Kourosh Saeb-Parsy
- Department of Surgery and Cambridge NIHR Biomedical Research Centre, Biomedical Campus, University of Cambridge, Cambridge, UK
| | - Iñigo Martincorena
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Peter J Campbell
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK
| | - Simon Rushbrook
- Norfolk and Norwich University Hospital, Norwich, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Matthias Zilbauer
- Department of Paediatrics, University of Cambridge, Cambridge, UK
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Addenbrooke's Hospital, Cambridge, UK
| | | | - Michael R Stratton
- Cancer, Ageing and Somatic Mutation, Wellcome Sanger Institute, Hinxton, UK.
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Ghimire B, Landy R, Maroni R, Smith SG, Debiram-Beecham I, Sasieni PD, Fitzgerald RC, Rubin G, Walter FM, Waller J, Offman J. Predictors of the experience of a Cytosponge test: analysis of patient survey data from the BEST3 trial. BMC Gastroenterol 2023; 23:7. [PMID: 36627580 PMCID: PMC9832657 DOI: 10.1186/s12876-022-02630-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 12/20/2022] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND The Cytosponge is a cell-collection device, which, coupled with a test for trefoil factor 3 (TFF3), can be used to diagnose Barrett's oesophagus, a precursor condition to oesophageal adenocarcinoma. BEST3, a large pragmatic, randomised, controlled trial, investigated whether offering the Cytosponge-TFF3 test would increase detection of Barrett's. Overall, participants reported mostly positive experiences. This study reports the factors associated with the least positive experience. METHODS Patient experience was assessed using the Inventory to Assess Patient Satisfaction (IAPS), a 22-item questionnaire, completed 7-14 days after the Cytosponge test. STUDY COHORT All BEST3 participants who answered ≥ 15 items of the IAPS (N = 1458). STATISTICAL ANALYSIS A mean IAPS score between 1 and 5 (5 indicates most negative experience) was calculated for each individual. 'Least positive' experience was defined according to the 90th percentile. 167 (11.4%) individuals with a mean IAPS score of ≥ 2.32 were included in the 'least positive' category and compared with the rest of the cohort. Eleven patient characteristics and one procedure-specific factor were assessed as potential predictors of the least positive experience. Multivariable logistic regression analysis using backwards selection was conducted to identify factors independently associated with the least positive experience and with failed swallow at first attempt, one of the strongest predictors of least positive experience. RESULTS The majority of responders had a positive experience, with an overall median IAPS score of 1.7 (IQR 1.5-2.1). High (OR = 3.01, 95% CI 2.03-4.46, p < 0.001) or very high (OR = 4.56, 95% CI 2.71-7.66, p < 0.001) anxiety (relative to low/normal anxiety) and a failed swallow at the first attempt (OR = 3.37, 95% CI 2.14-5.30, p < 0.001) were highly significant predictors of the least positive patient experience in multivariable analyses. Additionally, sex (p = 0.036), height (p = 0.032), alcohol intake (p = 0.011) and education level (p = 0.036) were identified as statistically significant predictors. CONCLUSION We have identified factors which predict patient experience. Identifying anxiety ahead of the procedure and discussing particular concerns with patients or giving them tips to help with swallowing the capsule might help improve their experience. Trial registration ISRCTN68382401.
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Affiliation(s)
- Bhagabati Ghimire
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
- Department of Health Sciences, College of Health, Medicine and Life Sciences, Brunel University London, London, UK
| | - Rebecca Landy
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Roberta Maroni
- Cancer Research UK and King's College London Cancer Prevention Trials Unit, Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Samuel G Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Irene Debiram-Beecham
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
| | - Peter D Sasieni
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, University of Cambridge, Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Greg Rubin
- Population Health Sciences Institute, Newcastle University, 5th Floor, Ridley 1, Newcastle Upon Tyne, UK
| | - Fiona M Walter
- The Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- Centre for Prevention, Detection and Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK
| | - Jo Waller
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Judith Offman
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK.
- Centre for Prevention, Detection and Diagnosis, Wolfson Institute of Population Health, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, UK.
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27
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Garcia-Pelaez J, Barbosa-Matos R, Lobo S, Dias A, Garrido L, Castedo S, Sousa S, Pinheiro H, Sousa L, Monteiro R, Maqueda JJ, Fernandes S, Carneiro F, Pinto N, Lemos C, Pinto C, Teixeira MR, Aretz S, Bajalica-Lagercrantz S, Balmaña J, Blatnik A, Benusiglio PR, Blanluet M, Bours V, Brems H, Brunet J, Calistri D, Capellá G, Carrera S, Colas C, Dahan K, de Putter R, Desseignés C, Domínguez-Garrido E, Egas C, Evans DG, Feret D, Fewings E, Fitzgerald RC, Coulet F, Garcia-Barcina M, Genuardi M, Golmard L, Hackmann K, Hanson H, Holinski-Feder E, Hüneburg R, Krajc M, Lagerstedt-Robinson K, Lázaro C, Ligtenberg MJL, Martínez-Bouzas C, Merino S, Michils G, Novaković S, Patiño-García A, Ranzani GN, Schröck E, Silva I, Silveira C, Soto JL, Spier I, Steinke-Lange V, Tedaldi G, Tejada MI, Woodward ER, Tischkowitz M, Hoogerbrugge N, Oliveira C. Genotype-first approach to identify associations between CDH1 germline variants and cancer phenotypes: a multicentre study by the European Reference Network on Genetic Tumour Risk Syndromes. Lancet Oncol 2023; 24:91-106. [PMID: 36436516 PMCID: PMC9810541 DOI: 10.1016/s1470-2045(22)00643-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 10/11/2022] [Accepted: 10/12/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Truncating pathogenic or likely pathogenic variants of CDH1 cause hereditary diffuse gastric cancer (HDGC), a tumour risk syndrome that predisposes carrier individuals to diffuse gastric and lobular breast cancer. Rare CDH1 missense variants are often classified as variants of unknown significance. We conducted a genotype-phenotype analysis in families carrying rare CDH1 variants, comparing cancer spectrum in carriers of pathogenic or likely pathogenic variants (PV/LPV; analysed jointly) or missense variants of unknown significance, assessing the frequency of families with lobular breast cancer among PV/LPV carrier families, and testing the performance of lobular breast cancer-expanded criteria for CDH1 testing. METHODS This genotype-first study used retrospective diagnostic and clinical data from 854 carriers of 398 rare CDH1 variants and 1021 relatives, irrespective of HDGC clinical criteria, from 29 institutions in ten member-countries of the European Reference Network on Tumour Risk Syndromes (ERN GENTURIS). Data were collected from Oct 1, 2018, to Sept 20, 2022. Variants were classified by molecular type and clinical actionability with the American College of Medical Genetics and Association for Molecular Pathology CDH1 guidelines (version 2). Families were categorised by whether they fulfilled the 2015 and 2020 HDGC clinical criteria. Genotype-phenotype associations were analysed by Student's t test, Kruskal-Wallis, χ2, and multivariable logistic regression models. Performance of HDGC clinical criteria sets were assessed with an equivalence test and Youden index, and the areas under the receiver operating characteristic curves were compared by Z test. FINDINGS From 1971 phenotypes (contributed by 854 probands and 1021 relatives aged 1-93 years), 460 had gastric and breast cancer histology available. CDH1 truncating PV/LPVs occurred in 176 (21%) of 854 families and missense variants of unknown significance in 169 (20%) families. Multivariable logistic regression comparing phenotypes occurring in families carrying PV/LPVs or missense variants of unknown significance showed that lobular breast cancer had the greatest positive association with the presence of PV/LPVs (odds ratio 12·39 [95% CI 2·66-57·74], p=0·0014), followed by diffuse gastric cancer (8·00 [2·18-29·39], p=0·0017) and gastric cancer (7·81 [2·03-29·96], p=0·0027). 136 (77%) of 176 families carrying PV/LPVs fulfilled the 2015 HDGC criteria. Of the remaining 40 (23%) families, who did not fulfil the 2015 criteria, 11 fulfilled the 2020 HDGC criteria, and 18 had lobular breast cancer only or lobular breast cancer and gastric cancer, but did not meet the 2020 criteria. No specific CDH1 variant was found to predispose individuals specifically to lobular breast cancer, although 12 (7%) of 176 PV/LPV carrier families had lobular breast cancer only. Addition of three new lobular breast cancer-centred criteria improved testing sensitivity while retaining high specificity. The probability of finding CDH1 PV/LPVs in patients fulfilling the lobular breast cancer-expanded criteria, compared with the 2020 criteria, increased significantly (AUC 0·92 vs 0·88; Z score 3·54; p=0·0004). INTERPRETATION CDH1 PV/LPVs were positively associated with HDGC-related phenotypes (lobular breast cancer, diffuse gastric cancer, and gastric cancer), and no evidence for a positive association with these phenotypes was found for CDH1 missense variants of unknown significance. CDH1 PV/LPVs occurred often in families with lobular breast cancer who did not fulfil the 2020 HDGC criteria, supporting the expansion of lobular breast cancer-centred criteria. FUNDING European Reference Network on Genetic Tumour Risk Syndromes, European Regional Development Fund, Fundação para a Ciência e a Tecnologia (Portugal), Cancer Research UK, and European Union's Horizon 2020 research and innovation programme.
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Affiliation(s)
- José Garcia-Pelaez
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Faculty of Medicine, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Rita Barbosa-Matos
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Silvana Lobo
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Alexandre Dias
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Luzia Garrido
- Centro Hospitalar Universitário São João, Porto, Portugal
| | - Sérgio Castedo
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Faculty of Medicine, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Centro Hospitalar Universitário São João, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal,European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal
| | - Sónia Sousa
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Hugo Pinheiro
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Serviço de Medicina Interna, Centro Hospitalar Tâmega e Sousa, Penafiel, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Liliana Sousa
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Escola de Economia e Gestão, Universidade do Minho, Braga, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Rita Monteiro
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal
| | - Joaquin J Maqueda
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Bioinf2Bio, Porto, Portugal
| | - Susana Fernandes
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal
| | - Fátima Carneiro
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Faculty of Medicine, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Centro Hospitalar Universitário São João, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal,European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal
| | - Nádia Pinto
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Center of Mathematics, University of Porto, Porto, Portugal,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Carolina Lemos
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal,Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal,Institute for Molecular and Cell Biology, University of Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Carla Pinto
- Department of Laboratory Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal
| | - Manuel R Teixeira
- Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal,Department of Laboratory Genetics, Portuguese Oncology Institute of Porto, Porto, Portugal,Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal,European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal
| | - Stefan Aretz
- Institute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany,ERN GENTURIS, Bonn, Germany
| | - Svetlana Bajalica-Lagercrantz
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden,Department of Clinical Genetics, Cancer Genetic Unit, Karolinska University Hospital Solna, Stockholm, Sweden,Cancer Theme, Karolinska University Hospital Solna, Stockholm, Sweden,ERN GENTURIS, Stockholm, Sweden
| | - Judith Balmaña
- Hospital Vall d'Hebron, Universitat Autonoma de Barcelona, Barcelona, Spain,ERN GENTURIS, Barcelona, Spain
| | - Ana Blatnik
- Department of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, Slovenia,ERN GENTURIS, Ljubljana, Slovenia
| | - Patrick R Benusiglio
- Medical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France
| | - Maud Blanluet
- Service de Génétique Oncologique, Institut Curie, Paris, France
| | - Vincent Bours
- Laboratory of Human Genetics, GIGA Institute, University of Liège, Liège, Belgium,Center of Genetics, University Hospital, Liège, Belgium,ERN GENTURIS, Liège, Belgium
| | - Hilde Brems
- Department of Human Genetics, University of Leuven, Leuven, Belgium
| | - Joan Brunet
- Hereditary Cancer Programme, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research and Girona Biomedical Research Institute, Barcelona-Girona, Spain,ERN GENTURIS, Barcelona, Spain
| | - Daniele Calistri
- Laboratorio di Bioscienze, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - Gabriel Capellá
- Hereditary Cancer Program, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research, Barcelona, Spain,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain,ERN GENTURIS, Barcelona, Spain
| | - Sergio Carrera
- Oncology Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain
| | - Chrystelle Colas
- Service de Génétique Oncologique, Institut Curie, Paris, France,ERN GENTURIS, Paris, France
| | - Karin Dahan
- Center of Human Genetics, IPG, Gosselies, Belgium
| | - Robin de Putter
- Clinical Genetics Department, University Hospital of Ghent, Ghent, Belgium,ERN GENTURIS, Ghent, Belgium
| | - Camille Desseignés
- Medical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France
| | | | - Conceição Egas
- CNC—Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - D Gareth Evans
- Division of Evolution and Genomic Sciences, University of Manchester, Manchester, UK,Manchester Centre for Genomic Medicine, Manchester, UK
| | - Damien Feret
- Center of Human Genetics, IPG, Gosselies, Belgium
| | - Eleanor Fewings
- Department of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | | | - Florence Coulet
- Medical Genetics Department, Pitié-Salpêtrière Hospital, AP-HP and Sorbonne University, Paris, France
| | - María Garcia-Barcina
- Genetics Unit, Biocruces Bizkaia Health Research Institute, Basurto University Hospital, Bilbao, Bizkaia, Spain
| | - Maurizio Genuardi
- Sezione di Medicina Genomica, Dipartimento di Scienze della Vita e Salute Pubblica, Università Cattolica del Sacro Cuore, Rome, Italy,UOC Genetica Medica, Dipartimento di Scienze di Laboratorio e Infettivologiche, Fondazione Policlinico Universitario A Gemelli IRCCS, Rome, Italy,ERN GENTURIS, Rome, Italy
| | - Lisa Golmard
- Service de Génétique Oncologique, Institut Curie, Paris, France
| | - Karl Hackmann
- Institute for Clinical Genetics, University Hospital Carl Gustav Carus and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany,National Center for Tumor Diseases, Dresden, Germany: German Cancer Research Center, Heidelberg, Germany,Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany,German Cancer Consortium, Dresden, Germany
| | - Helen Hanson
- SouthWest Thames Regional Genetics Service, St George's University Hospitals NHS Foundation Trust, London, UK
| | - Elke Holinski-Feder
- Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany,Medizinisch Genetisches Zentrum, Munich, Germany,ERN GENTURIS, Munich, Germany
| | - Robert Hüneburg
- Department of Internal Medicine I, University Hospital Bonn, Bonn, Germany,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany,ERN GENTURIS, Bonn, Germany
| | - Mateja Krajc
- Department of Clinical Cancer Genetics, Institute of Oncology Ljubljana, Ljubljana, Slovenia,ERN GENTURIS, Ljubljana, Slovenia
| | - Kristina Lagerstedt-Robinson
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden,Department of Clinical Genetics, Cancer Genetic Unit, Karolinska University Hospital Solna, Stockholm, Sweden,ERN GENTURIS, Stockholm, Sweden
| | - Conxi Lázaro
- Hereditary Cancer Program, Catalan Institute of Oncology, Bellvitge Institute for Biomedical Research, Barcelona, Spain,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain,ERN GENTURIS, Barcelona, Spain
| | - Marjolijn J L Ligtenberg
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands,Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands,Radboud Institute of Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands,ERN GENTURIS, Nijmegen, Netherlands
| | - Cristina Martínez-Bouzas
- Genetics Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain
| | - Sonia Merino
- Genetics Unit, Biocruces Bizkaia Health Research Institute, Basurto University Hospital, Bilbao, Bizkaia, Spain
| | | | - Srdjan Novaković
- Department of Molecular Diagnostics, Institute of Oncology Ljubljana, Ljubljana, Slovenia
| | - Ana Patiño-García
- Unidad de Medicina Genómica y Pediatría, Clínica Universidad de Navarra, Programa de Tumores Sólidos, Centro de Investigación Médica Aplicada, Instituto de Investigación Sanitaria de Navarra, Pamplona, Navarra, Spain
| | | | - Evelin Schröck
- Institute for Clinical Genetics, University Hospital Carl Gustav Carus and Faculty of Medicine, Technische Universität Dresden, Dresden, Germany,National Center for Tumor Diseases, Dresden, Germany: German Cancer Research Center, Heidelberg, Germany,Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany,German Cancer Consortium, Dresden, Germany,Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany,ERN GENTURIS, Dresden, Germany
| | - Inês Silva
- GenoMed—Diagnósticos de Medicina Molecular, Lisbon, Portugal
| | | | - José L Soto
- Molecular Genetics Laboratory, Elche University Hospital, Elche, Spain
| | - Isabel Spier
- Institute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany,ERN GENTURIS, Bonn, Germany
| | - Verena Steinke-Lange
- Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany,Medizinisch Genetisches Zentrum, Munich, Germany,ERN GENTURIS, Munich, Germany
| | - Gianluca Tedaldi
- Laboratorio di Bioscienze, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Meldola, Italy
| | - María-Isabel Tejada
- Genetics Service, Biocruces Bizkaia Health Research Institute, Cruces University Hospital, Cruces-Barakaldo, Bizkaia, Spain
| | - Emma R Woodward
- Division of Evolution and Genomic Sciences, University of Manchester, Manchester, UK,Manchester Centre for Genomic Medicine, Manchester, UK
| | - Marc Tischkowitz
- Department of Medical Genetics, National Institute for Health Research Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Nicoline Hoogerbrugge
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands,Radboud Institute of Molecular Life Sciences, Radboud University Medical Center, Nijmegen, Netherlands,ERN GENTURIS, Nijmegen, Netherlands
| | - Carla Oliveira
- Instituto de Investigação e Inovação em Saúde (i3S), University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal; Porto Comprehensive Cancer Center Raquel Seruca, Porto, Portugal; European Reference Network on Genetic Tumour Risk Syndromes (ERN GENTURIS), Porto, Portugal.
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Gerstung M, Jolly C, Leshchiner I, Dentro SC, Gonzalez S, Rosebrock D, Mitchell TJ, Rubanova Y, Anur P, Yu K, Tarabichi M, Deshwar A, Wintersinger J, Kleinheinz K, Vázquez-García I, Haase K, Jerman L, Sengupta S, Macintyre G, Malikic S, Donmez N, Livitz DG, Cmero M, Demeulemeester J, Schumacher S, Fan Y, Yao X, Lee J, Schlesner M, Boutros PC, Bowtell DD, Zhu H, Getz G, Imielinski M, Beroukhim R, Sahinalp SC, Ji Y, Peifer M, Markowetz F, Mustonen V, Yuan K, Wang W, Morris QD, Spellman PT, Wedge DC, Van Loo P, Tarabichi M, Wintersinger J, Deshwar AG, Yu K, Gonzalez S, Rubanova Y, Macintyre G, Adams DJ, Anur P, Beroukhim R, Boutros PC, Bowtell DD, Campbell PJ, Cao S, Christie EL, Cmero M, Cun Y, Dawson KJ, Demeulemeester J, Donmez N, Drews RM, Eils R, Fan Y, Fittall M, Garsed DW, Getz G, Ha G, Imielinski M, Jerman L, Ji Y, Kleinheinz K, Lee J, Lee-Six H, Livitz DG, Malikic S, Markowetz F, Martincorena I, Mitchell TJ, Mustonen V, Oesper L, Peifer M, Peto M, Raphael BJ, Rosebrock D, Sahinalp SC, Salcedo A, Schlesner M, Schumacher S, Sengupta S, Shi R, Shin SJ, Spiro O, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Stein LD, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Vázquez-García I, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Vembu S, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Wheeler DA, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Yang TP, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Yao X, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Yuan K, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Zhu H, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Wang W, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Morris QD, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Spellman PT, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Wedge DC, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Van Loo P, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Spellman PT, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Wedge DC, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Van Loo P, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Aaltonen LA, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Abascal F, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Abeshouse A, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Aburatani H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Adams DJ, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Agrawal N, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Ahn KS, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Ahn SM, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Aikata H, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Akbani R, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Akdemir KC, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Al-Ahmadie H, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Al-Sedairy ST, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, Viksna J, Al-Shahrour F, Vilain RE, Villasante I, Vincent-Salomon A, Visakorpi T, Voet D, Vyas P, Vázquez-García I, Waddell NM, Waddell N, Wadelius C, Alawi M, Wadi L, Wagener R, Wala JA, Wang J, Wang J, Wang L, Wang Q, Wang W, Wang Y, Wang Z, Albert M, Waring PM, Warnatz HJ, Warrell J, Warren AY, Waszak SM, Wedge DC, Weichenhan D, Weinberger P, Weinstein JN, Weischenfeldt J, Aldape K, Weisenberger DJ, Welch I, Wendl MC, Werner J, Whalley JP, Wheeler DA, Whitaker HC, Wigle D, Wilkerson MD, Williams A, Alexandrov LB, Wilmott JS, Wilson GW, Wilson JM, Wilson RK, Winterhoff B, Wintersinger JA, Wiznerowicz M, Wolf S, Wong BH, Wong T, Ally A, Wong W, Woo Y, Wood S, Wouters BG, Wright AJ, Wright DW, Wright MH, Wu CL, Wu DY, Wu G, Alsop K, Wu J, Wu K, Wu Y, Wu Z, Xi L, Xia T, Xiang Q, Xiao X, Xing R, Xiong H, Alvarez EG, Xu Q, Xu Y, Xue H, Yachida S, Yakneen S, Yamaguchi R, Yamaguchi TN, Yamamoto M, Yamamoto S, Yamaue H, Amary F, Yang F, Yang H, Yang JY, Yang L, Yang L, Yang S, Yang TP, Yang Y, Yao X, Yaspo ML, Amin SB, Yates L, Yau C, Ye C, Ye K, Yellapantula VD, Yoon CJ, Yoon SS, Yousif F, Yu J, Yu K, Aminou B, Yu W, Yu Y, Yuan K, Yuan Y, Yuen D, Yung CK, Zaikova O, Zamora J, Zapatka M, Zenklusen JC, Ammerpohl O, Zenz T, Zeps N, Zhang CZ, Zhang F, Zhang H, Zhang H, Zhang H, Zhang J, Zhang J, Zhang J, Anderson MJ, Zhang X, Zhang X, Zhang Y, Zhang Z, Zhao Z, Zheng L, Zheng X, Zhou W, Zhou Y, Zhu B, Ang Y, Zhu H, Zhu J, Zhu S, Zou L, Zou X, deFazio A, van As N, van Deurzen CHM, van de Vijver MJ, van’t Veer L, Antonello D, von Mering C, Anur P, Aparicio S, Appelbaum EL, Arai Y, Aretz A, Arihiro K, Ariizumi SI, Armenia J, Arnould L, Asa S, Assenov Y, Atwal G, Aukema S, Auman JT, Aure MRR, Awadalla P, Aymerich M, Bader GD, Baez-Ortega A, Bailey MH, Bailey PJ, Balasundaram M, Balu S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, Davis-Dusenbery BN, Dawson KJ, De La Vega FM, De Paoli-Iseppi R, Defreitas T, Tos APD, Delaneau O, Demchok JA, Demeulemeester J, Demidov GM, Demircioğlu D, Dennis NM, Denroche RE, Dentro SC, Desai N, Deshpande V, Deshwar AG, Desmedt C, Deu-Pons J, Dhalla N, Dhani NC, Dhingra P, Dhir R, DiBiase A, Diamanti K, Ding L, Ding S, Dinh HQ, Dirix L, Doddapaneni H, Donmez N, Dow MT, Drapkin R, Drechsel O, Drews RM, Serge S, Dudderidge T, Dueso-Barroso A, Dunford AJ, Dunn M, Dursi LJ, Duthie FR, Dutton-Regester K, Eagles J, Easton DF, Edmonds S, Edwards PA, Edwards SE, Eeles RA, Ehinger A, Eils J, Eils R, El-Naggar A, Eldridge M, Ellrott K, Erkek S, Escaramis G, Espiritu SMG, Estivill X, Etemadmoghadam D, Eyfjord JE, Faltas BM, Fan D, Fan Y, Faquin WC, Farcas C, Fassan M, Fatima A, Favero F, Fayzullaev N, Felau I, Fereday S, Ferguson ML, Ferretti V, Feuerbach L, Field MA, Fink JL, Finocchiaro G, Fisher C, Fittall MW, Fitzgerald A, Fitzgerald RC, Flanagan AM, Fleshner NE, Flicek P, Foekens JA, Fong KM, Fonseca NA, Foster CS, Fox NS, Fraser M, Frazer S, Frenkel-Morgenstern M, Friedman W, Frigola J, Fronick CC, Fujimoto A, Fujita M, Fukayama M, Fulton LA, Fulton RS, Furuta M, Futreal PA, Füllgrabe A, Gabriel SB, Gallinger S, Gambacorti-Passerini C, Gao J, Gao S, Garraway L, Garred Ø, Garrison E, Garsed DW, Gehlenborg N, Gelpi JLL, George J, Gerhard DS, Gerhauser C, Gershenwald JE, Gerstein M, Gerstung M, Getz G, Ghori M, Ghossein R, Giama NH, Gibbs RA, Gibson B, Gill AJ, Gill P, Giri DD, Glodzik D, Gnanapragasam VJ, Goebler ME, Goldman MJ, Gomez C, Gonzalez S, Gonzalez-Perez A, Gordenin DA, Gossage J, Gotoh K, Govindan R, Grabau D, Graham JS, Grant RC, Green AR, Green E, Greger L, Grehan N, Grimaldi S, Grimmond SM, Grossman RL, Grundhoff A, Gundem G, Guo Q, Gupta M, Gupta S, Gut IG, Gut M, Göke J, Ha G, Haake A, Haan D, Haas S, Haase K, Haber JE, Habermann N, Hach F, Haider S, Hama N, Hamdy FC, Hamilton A, Hamilton MP, Han L, Hanna GB, Hansmann M, Haradhvala NJ, Harismendy O, Harliwong I, Harmanci AO, Harrington E, Hasegawa T, Haussler D, Hawkins S, Hayami S, Hayashi S, Hayes DN, Hayes SJ, Hayward NK, Hazell S, He Y, Heath AP, Heath SC, Hedley D, Hegde AM, Heiman DI, Heinold MC, Heins Z, Heisler LE, Hellstrom-Lindberg E, Helmy M, Heo SG, Hepperla AJ, Heredia-Genestar JM, Herrmann C, Hersey P, Hess JM, Hilmarsdottir H, Hinton J, Hirano S, Hiraoka N, Hoadley KA, Hobolth A, Hodzic E, Hoell JI, Hoffmann S, Hofmann O, Holbrook A, Holik AZ, Hollingsworth MA, Holmes O, Holt RA, Hong C, Hong EP, Hong JH, Hooijer GK, Hornshøj H, Hosoda F, Hou Y, Hovestadt V, Howat W, Hoyle AP, Hruban RH, Hu J, Hu T, Hua X, Huang KL, Huang M, Huang MN, Huang V, Huang Y, Huber W, Hudson TJ, Hummel M, Hung JA, Huntsman D, Hupp TR, Huse J, Huska MR, Hutter B, Hutter CM, Hübschmann D, Iacobuzio-Donahue CA, Imbusch CD, Imielinski M, Imoto S, Isaacs WB, Isaev K, Ishikawa S, Iskar M, Islam SMA, Ittmann M, Ivkovic S, Izarzugaza JMG, Jacquemier J, Jakrot V, Jamieson NB, Jang GH, Jang SJ, Jayaseelan JC, Jayasinghe R, Jefferys SR, Jegalian K, Jennings JL, Jeon SH, Jerman L, Ji Y, Jiao W, Johansson PA, Johns AL, Johns J, Johnson R, Johnson TA, Jolly C, Joly Y, Jonasson JG, Jones CD, Jones DR, Jones DTW, Jones N, Jones SJM, Jonkers J, Ju YS, Juhl H, Jung J, Juul M, Juul RI, Juul S, Jäger N, Kabbe R, Kahles A, Kahraman A, Kaiser VB, Kakavand H, Kalimuthu S, von Kalle C, Kang KJ, Karaszi K, Karlan B, Karlić R, Karsch D, Kasaian K, Kassahn KS, Katai H, Kato M, Katoh H, Kawakami Y, Kay JD, Kazakoff SH, Kazanov MD, Keays M, Kebebew E, Kefford RF, Kellis M, Kench JG, Kennedy CJ, Kerssemakers JNA, Khoo D, Khoo V, Khuntikeo N, Khurana E, Kilpinen H, Kim HK, Kim HL, Kim HY, Kim H, Kim J, Kim J, Kim JK, Kim Y, King TA, Klapper W, Kleinheinz K, Klimczak LJ, Knappskog S, Kneba M, Knoppers BM, Koh Y, Komorowski J, Komura D, Komura M, Kong G, Kool M, Korbel JO, Korchina V, Korshunov A, Koscher M, Koster R, Kote-Jarai Z, Koures A, Kovacevic M, Kremeyer B, Kretzmer H, Kreuz M, Krishnamurthy S, Kube D, Kumar K, Kumar P, Kumar S, Kumar Y, Kundra R, Kübler K, Küppers R, Lagergren J, Lai PH, Laird PW, Lakhani SR, Lalansingh CM, Lalonde E, Lamaze FC, Lambert A, Lander E, Landgraf P, Landoni L, Langerød A, Lanzós A, Larsimont D, Larsson E, Lathrop M, Lau LMS, Lawerenz C, Lawlor RT, Lawrence MS, Lazar AJ, Lazic AM, Le X, Lee D, Lee D, Lee EA, Lee HJ, Lee JJK, Lee JY, Lee J, Lee MTM, Lee-Six H, Lehmann KV, Lehrach H, Lenze D, Leonard CR, Leongamornlert DA, Leshchiner I, Letourneau L, Letunic I, Levine DA, Lewis L, Ley T, Li C, Li CH, Li HI, Li J, Li L, Li S, Li S, Li X, Li X, Li X, Li Y, Liang H, Liang SB, Lichter P, Lin P, Lin Z, Linehan WM, Lingjærde OC, Liu D, Liu EM, Liu FFF, Liu F, Liu J, Liu X, Livingstone J, Livitz D, Livni N, Lochovsky L, Loeffler M, Long GV, Lopez-Guillermo A, Lou S, Louis DN, Lovat LB, Lu Y, Lu YJ, Lu Y, Luchini C, Lungu I, Luo X, Luxton HJ, Lynch AG, Lype L, López C, López-Otín C, Ma EZ, Ma Y, MacGrogan G, MacRae S, Macintyre G, Madsen T, Maejima K, Mafficini A, Maglinte DT, Maitra A, Majumder PP, Malcovati L, Malikic S, Malleo G, Mann GJ, Mantovani-Löffler L, Marchal K, Marchegiani G, Mardis ER, Margolin AA, Marin MG, Markowetz F, Markowski J, Marks J, Marques-Bonet T, Marra MA, Marsden L, Martens JWM, Martin S, Martin-Subero JI, Martincorena I, Martinez-Fundichely A, Maruvka YE, Mashl RJ, Massie CE, Matthew TJ, Matthews L, Mayer E, Mayes S, Mayo M, Mbabaali F, McCune K, McDermott U, McGillivray PD, McLellan MD, McPherson JD, McPherson JR, McPherson TA, Meier SR, Meng A, Meng S, Menzies A, Merrett ND, Merson S, Meyerson M, Meyerson W, Mieczkowski PA, Mihaiescu GL, Mijalkovic S, Mikkelsen T, Milella M, Mileshkin L, Miller CA, Miller DK, Miller JK, Mills GB, Milovanovic A, Minner S, Miotto M, Arnau GM, Mirabello L, Mitchell C, Mitchell TJ, Miyano S, Miyoshi N, Mizuno S, Molnár-Gábor F, Moore MJ, Moore RA, Morganella S, Morris QD, Morrison C, Mose LE, Moser CD, Muiños F, Mularoni L, Mungall AJ, Mungall K, Musgrove EA, Mustonen V, Mutch D, Muyas F, Muzny DM, Muñoz A, Myers J, Myklebost O, Möller P, Nagae G, Nagrial AM, Nahal-Bose HK, Nakagama H, Nakagawa H, Nakamura H, Nakamura T, Nakano K, Nandi T, Nangalia J, Nastic M, Navarro A, Navarro FCP, Neal DE, Nettekoven G, Newell F, Newhouse SJ, Newton Y, Ng AWT, Ng A, Nicholson J, Nicol D, Nie Y, Nielsen GP, Nielsen MM, Nik-Zainal S, Noble MS, Nones K, Northcott PA, Notta F, O’Connor BD, O’Donnell P, O’Donovan M, O’Meara S, O’Neill BP, O’Neill JR, Ocana D, Ochoa A, Oesper L, Ogden C, Ohdan H, Ohi K, Ohno-Machado L, Oien KA, Ojesina AI, Ojima H, Okusaka T, Omberg L, Ong CK, Ossowski S, Ott G, Ouellette BFF, P’ng C, Paczkowska M, Paiella S, Pairojkul C, Pajic M, Pan-Hammarström Q, Papaemmanuil E, Papatheodorou I, Paramasivam N, Park JW, Park JW, Park K, Park K, Park PJ, Parker JS, Parsons SL, Pass H, Pasternack D, Pastore A, Patch AM, Pauporté I, Pea A, Pearson JV, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV. Author Correction: The evolutionary history of 2,658 cancers. Nature 2023; 614:E42. [PMID: 36697833 PMCID: PMC9931577 DOI: 10.1038/s41586-022-05601-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Moritz Gerstung
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK. .,European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany. .,Wellcome Sanger Institute, Cambridge, UK.
| | - Clemency Jolly
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Ignaty Leshchiner
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Stefan C. Dentro
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK
| | - Santiago Gonzalez
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK
| | - Daniel Rosebrock
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Thomas J. Mitchell
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Yulia Rubanova
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Pavana Anur
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - Kaixian Yu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Maxime Tarabichi
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Amit Deshwar
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Jeff Wintersinger
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | - Kortine Kleinheinz
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany ,grid.7700.00000 0001 2190 4373Heidelberg University, Heidelberg, Germany
| | - Ignacio Vázquez-García
- grid.10306.340000 0004 0606 5382Wellcome Sanger Institute, Cambridge, UK ,grid.5335.00000000121885934University of Cambridge, Cambridge, UK
| | - Kerstin Haase
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK
| | - Lara Jerman
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Cambridge, UK ,grid.8954.00000 0001 0721 6013University of Ljubljana, Ljubljana, Slovenia
| | - Subhajit Sengupta
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA
| | - Geoff Macintyre
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Salem Malikic
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Nilgun Donmez
- grid.61971.380000 0004 1936 7494Simon Fraser University, Burnaby, British Columbia Canada ,grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada
| | - Dimitri G. Livitz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Marek Cmero
- grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, Victoria Australia ,grid.1042.70000 0004 0432 4889Walter and Eliza Hall Institute, Melbourne, Victoria Australia
| | - Jonas Demeulemeester
- grid.451388.30000 0004 1795 1830The Francis Crick Institute, London, UK ,grid.5596.f0000 0001 0668 7884University of Leuven, Leuven, Belgium
| | - Steven Schumacher
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA
| | - Yu Fan
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Xiaotong Yao
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Juhee Lee
- grid.205975.c0000 0001 0740 6917University of California Santa Cruz, Santa Cruz, CA USA
| | - Matthias Schlesner
- grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Paul C. Boutros
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.419890.d0000 0004 0626 690XOntario Institute for Cancer Research, Toronto, Ontario Canada ,grid.19006.3e0000 0000 9632 6718University of California, Los Angeles, CA USA
| | - David D. Bowtell
- grid.1055.10000000403978434Peter MacCallum Cancer Centre, Melbourne, Victoria Australia
| | - Hongtu Zhu
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gad Getz
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA USA ,grid.32224.350000 0004 0386 9924Department of Pathology, Massachusetts General Hospital, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Marcin Imielinski
- grid.5386.8000000041936877XWeill Cornell Medicine, New York, NY USA ,grid.429884.b0000 0004 1791 0895New York Genome Center, New York, NY USA
| | - Rameen Beroukhim
- grid.66859.340000 0004 0546 1623Broad Institute of MIT and Harvard, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - S. Cenk Sahinalp
- grid.412541.70000 0001 0684 7796Vancouver Prostate Centre, Vancouver, British Columbia Canada ,grid.411377.70000 0001 0790 959XIndiana University, Bloomington, IN USA
| | - Yuan Ji
- grid.240372.00000 0004 0400 4439NorthShore University HealthSystem, Evanston, IL USA ,grid.170205.10000 0004 1936 7822The University of Chicago, Chicago, IL USA
| | - Martin Peifer
- grid.6190.e0000 0000 8580 3777University of Cologne, Cologne, Germany
| | - Florian Markowetz
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ville Mustonen
- grid.7737.40000 0004 0410 2071University of Helsinki, Helsinki, Finland
| | - Ke Yuan
- grid.5335.00000000121885934Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK ,grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Wenyi Wang
- grid.240145.60000 0001 2291 4776The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Quaid D. Morris
- grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada ,grid.494618.6Vector Institute, Toronto, Ontario Canada
| | | | - Paul T. Spellman
- grid.5288.70000 0000 9758 5690Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR USA
| | - David C. Wedge
- grid.4991.50000 0004 1936 8948Big Data Institute, University of Oxford, Oxford, UK ,grid.454382.c0000 0004 7871 7212Oxford NIHR Biomedical Research Centre, Oxford, UK
| | - Peter Van Loo
- The Francis Crick Institute, London, UK. .,University of Leuven, Leuven, Belgium.
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Calabrese C, Davidson NR, Demircioğlu D, Fonseca NA, He Y, Kahles A, Lehmann KV, Liu F, Shiraishi Y, Soulette CM, Urban L, Greger L, Li S, Liu D, Perry MD, Xiang Q, Zhang F, Zhang J, Bailey P, Erkek S, Hoadley KA, Hou Y, Huska MR, Kilpinen H, Korbel JO, Marin MG, Markowski J, Nandi T, Pan-Hammarström Q, Pedamallu CS, Siebert R, Stark SG, Su H, Tan P, Waszak SM, Yung C, Zhu S, Awadalla P, Creighton CJ, Meyerson M, Ouellette BFF, Wu K, Yang H, Brazma A, Brooks AN, Göke J, Rätsch G, Schwarz RF, Stegle O, Zhang Z, Wu K, Yang H, Fonseca NA, Kahles A, Lehmann KV, Urban L, Soulette CM, Shiraishi Y, Liu F, He Y, Demircioğlu D, Davidson NR, Calabrese C, Zhang J, Perry MD, Xiang Q, Greger L, Li S, Liu D, Stark SG, Zhang F, Amin SB, Bailey P, Chateigner A, Cortés-Ciriano I, Craft B, Erkek S, Frenkel-Morgenstern M, Goldman M, Hoadley KA, Hou Y, Huska MR, Khurana E, Kilpinen H, Korbel JO, Lamaze FC, Li C, Li X, Li X, Liu X, Marin MG, Markowski J, Nandi T, Nielsen MM, Ojesina AI, Pan-Hammarström Q, Park PJ, Pedamallu CS, Pedersen JS, Pederzoli P, Peifer M, Pennell NA, Perou CM, Perry MD, Petersen GM, Peto M, Petrelli N, Pedamallu CS, Petryszak R, Pfister SM, Phillips M, Pich O, Pickett HA, Pihl TD, Pillay N, Pinder S, Pinese M, Pinho AV, Pedersen JS, Pitkänen E, Pivot X, Piñeiro-Yáñez E, Planko L, Plass C, Polak P, Pons T, Popescu I, Potapova O, Prasad A, Siebert R, Preston SR, Prinz M, Pritchard AL, Prokopec SD, Provenzano E, Puente XS, Puig S, Puiggròs M, Pulido-Tamayo S, Pupo GM, Su H, Purdie CA, Quinn MC, Rabionet R, Rader JS, Radlwimmer B, Radovic P, Raeder B, Raine KM, Ramakrishna M, Ramakrishnan K, Tan P, Ramalingam S, Raphael BJ, Rathmell WK, Rausch T, Reifenberger G, Reimand J, Reis-Filho J, Reuter V, Reyes-Salazar I, Reyna MA, Teh BT, Reynolds SM, Rheinbay E, Riazalhosseini Y, Richardson AL, Richter J, Ringel M, Ringnér M, Rino Y, Rippe K, Roach J, Wang J, Roberts LR, Roberts ND, Roberts SA, Robertson AG, Robertson AJ, Rodriguez JB, Rodriguez-Martin B, Rodríguez-González FG, Roehrl MHA, Rohde M, Waszak SM, Rokutan H, Romieu G, Rooman I, Roques T, Rosebrock D, Rosenberg M, Rosenstiel PC, Rosenwald A, Rowe EW, Royo R, Xiong H, Rozen SG, Rubanova Y, Rubin MA, Rubio-Perez C, Rudneva VA, Rusev BC, Ruzzenente A, Rätsch G, Sabarinathan R, Sabelnykova VY, Yakneen S, Sadeghi S, Sahinalp SC, Saini N, Saito-Adachi M, Saksena G, Salcedo A, Salgado R, Salichos L, Sallari R, Saller C, Ye C, Salvia R, Sam M, Samra JS, Sanchez-Vega F, Sander C, Sanders G, Sarin R, Sarrafi I, Sasaki-Oku A, Sauer T, Yung C, Sauter G, Saw RPM, Scardoni M, Scarlett CJ, Scarpa A, Scelo G, Schadendorf D, Schein JE, Schilhabel MB, Schlesner M, Zhang X, Schlomm T, Schmidt HK, Schramm SJ, Schreiber S, Schultz N, Schumacher SE, Schwarz RF, Scolyer RA, Scott D, Scully R, Zheng L, Seethala R, Segre AV, Selander I, Semple CA, Senbabaoglu Y, Sengupta S, Sereni E, Serra S, Sgroi DC, Shackleton M, Zhu J, Shah NC, Shahabi S, Shang CA, Shang P, Shapira O, Shelton T, Shen C, Shen H, Shepherd R, Shi R, Zhu S, Shi Y, Shiah YJ, Shibata T, Shih J, Shimizu E, Shimizu K, Shin SJ, Shiraishi Y, Shmaya T, Shmulevich I, Awadalla P, Shorser SI, Short C, Shrestha R, Shringarpure SS, Shriver C, Shuai S, Sidiropoulos N, Siebert R, Sieuwerts AM, Sieverling L, Creighton CJ, Signoretti S, Sikora KO, Simbolo M, Simon R, Simons JV, Simpson JT, Simpson PT, Singer S, Sinnott-Armstrong N, Sipahimalani P, Meyerson M, Skelly TJ, Smid M, Smith J, Smith-McCune K, Socci ND, Sofia HJ, Soloway MG, Song L, Sood AK, Sothi S, Ouellette BFF, Sotiriou C, Soulette CM, Span PN, Spellman PT, Sperandio N, Spillane AJ, Spiro O, Spring J, Staaf J, Stadler PF, Wu K, Staib P, Stark SG, Stebbings L, Stefánsson ÓA, Stegle O, Stein LD, Stenhouse A, Stewart C, Stilgenbauer S, Stobbe MD, Yang H, Stratton MR, Stretch JR, Struck AJ, Stuart JM, Stunnenberg HG, Su H, Su X, Sun RX, Sungalee S, Susak H, Göke J, Suzuki A, Sweep F, Szczepanowski M, Sültmann H, Yugawa T, Tam A, Tamborero D, Tan BKT, Tan D, Tan P, Schwarz RF, Tanaka H, Taniguchi H, Tanskanen TJ, Tarabichi M, Tarnuzzer R, Tarpey P, Taschuk ML, Tatsuno K, Tavaré S, Taylor DF, Stegle O, Taylor-Weiner A, Teague JW, Teh BT, Tembe V, Temes J, Thai K, Thayer SP, Thiessen N, Thomas G, Thomas S, Zhang Z, Thompson A, Thompson AM, Thompson JFF, Thompson RH, Thorne H, Thorne LB, Thorogood A, Tiao G, Tijanic N, Timms LE, Brazma A, Tirabosco R, Tojo M, Tommasi S, Toon CW, Toprak UH, Torrents D, Tortora G, Tost J, Totoki Y, Townend D, Rätsch G, Traficante N, Treilleux I, Trotta JR, Trümper LHP, Tsao M, Tsunoda T, Tubio JMC, Tucker O, Turkington R, Turner DJ, Brooks AN, Tutt A, Ueno M, Ueno NT, Umbricht C, Umer HM, Underwood TJ, Urban L, Urushidate T, Ushiku T, Uusküla-Reimand L, Brazma A, Valencia A, Van Den Berg DJ, Van Laere S, Van Loo P, Van Meir EG, Van den Eynden GG, Van der Kwast T, Vasudev N, Vazquez M, Vedururu R, Brooks AN, Veluvolu U, Vembu S, Verbeke LPC, Vermeulen P, Verrill C, Viari A, Vicente D, Vicentini C, VijayRaghavan K, 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S, Bandopadhayay P, Banks RE, Barbi S, Barbour AP, Barenboim J, Barnholtz-Sloan J, Barr H, Barrera E, Bartlett J, Bartolome J, Bassi C, Bathe OF, Baumhoer D, Bavi P, Baylin SB, Bazant W, Beardsmore D, Beck TA, Behjati S, Behren A, Niu B, Bell C, Beltran S, Benz C, Berchuck A, Bergmann AK, Bergstrom EN, Berman BP, Berney DM, Bernhart SH, Beroukhim R, Berrios M, Bersani S, Bertl J, Betancourt M, Bhandari V, Bhosle SG, Biankin AV, Bieg M, Bigner D, Binder H, Birney E, Birrer M, Biswas NK, Bjerkehagen B, Bodenheimer T, Boice L, Bonizzato G, De Bono JS, Boot A, Bootwalla MS, Borg A, Borkhardt A, Boroevich KA, Borozan I, Borst C, Bosenberg M, Bosio M, Boultwood J, Bourque G, Boutros PC, Bova GS, Bowen DT, Bowlby R, Bowtell DDL, Boyault S, Boyce R, Boyd J, Brazma A, Brennan P, Brewer DS, Brinkman AB, Bristow RG, Broaddus RR, Brock JE, Brock M, Broeks A, Brooks AN, Brooks D, Brors B, Brunak S, Bruxner TJC, Bruzos AL, Buchanan A, Buchhalter I, Buchholz C, Bullman S, Burke H, Burkhardt B, Burns KH, Busanovich J, Bustamante CD, Butler AP, Butte AJ, Byrne NJ, Børresen-Dale AL, Caesar-Johnson SJ, Cafferkey A, Cahill D, Calabrese C, Caldas C, Calvo F, Camacho N, Campbell PJ, Campo E, Cantù C, Cao S, Carey TE, Carlevaro-Fita J, Carlsen R, Cataldo I, Cazzola M, Cebon J, Cerfolio R, Chadwick DE, Chakravarty D, Chalmers D, Chan CWY, Chan K, Chan-Seng-Yue M, Chandan VS, Chang DK, Chanock SJ, Chantrill LA, Chateigner A, Chatterjee N, Chayama K, Chen HW, Chen J, Chen K, Chen Y, Chen Z, Cherniack AD, Chien J, Chiew YE, Chin SF, Cho J, Cho S, Choi JK, Choi W, Chomienne C, Chong Z, Choo SP, Chou A, Christ AN, Christie EL, Chuah E, Cibulskis C, Cibulskis K, Cingarlini S, Clapham P, Claviez A, Cleary S, Cloonan N, Cmero M, Collins CC, Connor AA, Cooke SL, Cooper CS, Cope L, Corbo V, Cordes MG, Cordner SM, Cortés-Ciriano I, Covington K, Cowin PA, Craft B, Craft D, Creighton CJ, Cun Y, Curley E, Cutcutache I, Czajka K, Czerniak B, Dagg RA, Danilova L, Davi MV, Davidson NR, Davies H, Davis IJ, 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Author Correction: Genomic basis for RNA alterations in cancer. Nature 2023; 614:E37. [PMID: 36697831 PMCID: PMC9931574 DOI: 10.1038/s41586-022-05596-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
| | - Claudia Calabrese
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Natalie R. Davidson
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.5386.8000000041936877XWeill Cornell Medical College, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Deniz Demircioğlu
- grid.4280.e0000 0001 2180 6431National University of Singapore, Singapore, Singapore ,grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Nuno A. Fonseca
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Yao He
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - André Kahles
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Kjong-Van Lehmann
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Fenglin Liu
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Yuichi Shiraishi
- grid.26999.3d0000 0001 2151 536XThe University of Tokyo, Minato-ku, Japan
| | - Cameron M. Soulette
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Lara Urban
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Liliana Greger
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
| | - Siliang Li
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Dongbing Liu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Marc D. Perry
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.266102.10000 0001 2297 6811University of California, San Francisco, San Francisco, CA USA
| | - Qian Xiang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Fan Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
| | - Junjun Zhang
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Peter Bailey
- grid.8756.c0000 0001 2193 314XUniversity of Glasgow, Glasgow, UK
| | - Serap Erkek
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Katherine A. Hoadley
- grid.10698.360000000122483208The University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Yong Hou
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Matthew R. Huska
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Helena Kilpinen
- grid.83440.3b0000000121901201University College London, London, UK
| | - Jan O. Korbel
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Maximillian G. Marin
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA
| | - Julia Markowski
- grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany
| | - Tannistha Nandi
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore
| | - Qiang Pan-Hammarström
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.4714.60000 0004 1937 0626Karolinska Institutet, Stockholm, Sweden
| | - Chandra Sekhar Pedamallu
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | - Reiner Siebert
- grid.410712.10000 0004 0473 882XUlm University and Ulm University Medical Center, Ulm, Germany
| | - Stefan G. Stark
- grid.5801.c0000 0001 2156 2780ETH Zurich, Zurich, Switzerland ,grid.51462.340000 0001 2171 9952Memorial Sloan Kettering Cancer Center, New York, NY USA ,grid.419765.80000 0001 2223 3006SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland ,grid.412004.30000 0004 0478 9977University Hospital Zurich, Zurich, Switzerland
| | - Hong Su
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Patrick Tan
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.428397.30000 0004 0385 0924Duke-NUS Medical School, Singapore, Singapore
| | - Sebastian M. Waszak
- grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Christina Yung
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Shida Zhu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Philip Awadalla
- grid.17063.330000 0001 2157 2938Ontario Institute for Cancer Research, Toronto, Ontario, Canada ,grid.17063.330000 0001 2157 2938University of Toronto, Toronto, Ontario Canada
| | - Chad J. Creighton
- grid.39382.330000 0001 2160 926XBaylor College of Medicine, Houston, TX USA
| | - Matthew Meyerson
- grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, MA USA
| | | | - Kui Wu
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China ,grid.507779.b0000 0004 4910 5858China National GeneBank-Shenzhen, Shenzhen, China
| | - Huanming Yang
- grid.21155.320000 0001 2034 1839BGI-Shenzhen, Shenzhen, China
| | | | - Alvis Brazma
- European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.
| | - Angela N. Brooks
- grid.205975.c0000 0001 0740 6917University of California, Santa Cruz, Santa Cruz, CA USA ,grid.66859.340000 0004 0546 1623Broad Institute, Cambridge, MA USA ,grid.65499.370000 0001 2106 9910Dana-Farber Cancer Institute, Boston, MA USA
| | - Jonathan Göke
- grid.418377.e0000 0004 0620 715XGenome Institute of Singapore, Singapore, Singapore ,grid.410724.40000 0004 0620 9745National Cancer Centre Singapore, Singapore, Singapore
| | - Gunnar Rätsch
- ETH Zurich, Zurich, Switzerland. .,Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Weill Cornell Medical College, New York, NY, USA. .,SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland. .,University Hospital Zurich, Zurich, Switzerland.
| | - Roland F. Schwarz
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.419491.00000 0001 1014 0849Berlin Institute for Medical Systems Biology, Max Delbruck Center for Molecular Medicine, Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Consortium (DKTK), partner site Berlin, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Stegle
- grid.225360.00000 0000 9709 7726European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK ,grid.4709.a0000 0004 0495 846XEuropean Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany ,grid.7497.d0000 0004 0492 0584German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Zemin Zhang
- grid.11135.370000 0001 2256 9319Peking University, Beijing, China
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| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | 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Lee CYC, Olivier A, Honing J, Lydon AM, Richardson S, O'Donovan M, Tischkowitz M, Fitzgerald RC, di Pietro M. Endoscopic surveillance with systematic random biopsy for the early diagnosis of hereditary diffuse gastric cancer: a prospective 16-year longitudinal cohort study. Lancet Oncol 2023; 24:107-116. [PMID: 36509094 DOI: 10.1016/s1470-2045(22)00700-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 09/12/2022] [Revised: 11/03/2022] [Accepted: 11/09/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Hereditary diffuse gastric cancer, generally caused by germline pathogenic variants in CDH1, presents with early-onset signet ring cell carcinoma. Prophylactic total gastrectomy is the definitive treatment. Endoscopic surveillance can inform the timing of prophylactic total gastrectomy through detection of microscopic signet ring cell carcinoma foci. However, evidence is scarce about the optimal endoscopic sampling technique and characterisation of signet ring cell carcinoma foci in hereditary diffuse gastric cancer. We aimed to formally assess the diagnostic yield of different sampling strategies and to identify criteria for the characterisation of endoscopic lesions. METHODS For this prospective longitudinal cohort study, we included individuals aged 18 years or older at the Cambridge University Hospitals National Health Service (NHS) Foundation Trust who fulfilled testing criteria for hereditary diffuse gastric cancer between June 1, 2005, and July 31, 2021. The primary outcome was detection of intramucosal signet ring cell carcinoma foci. We assessed the detection rate and anatomical location of signet ring cell carcinoma in random biopsy samples taken according to a systematic protocol compared with biopsies targeted to endoscopic findings. Endoscopic lesions were examined with white-light and narrow band imaging with magnification to assess the likelihood of cancerous foci. FINDINGS 145 individuals were included, of whom 68 (47%) were male and 92 (63%) carried the CDH1 pathogenic variant. 58 (40%) patients were diagnosed with invasive signet ring cell carcinoma over a median follow-up time of 51 months (IQR 18-80). The first diagnosis of signet ring cell carcinoma was most commonly made from random biopsies (29 [50%] of 58 patients), rather than targeted biopsies (15 [26%] patients). The anatomical distribution of signet ring cell carcinoma foci detected by random biopsies more accurately reflected those identified in prophylactic total gastrectomy specimens than did targeted biopsies. Omitting random biopsies in our cohort would have led to an under-diagnosis rate of 42%. Using a novel panel of endoscopic criteria, gastric lesions containing signet ring cell carcinoma were predicted with a sensitivity of 67·3% and a specificity of 90·2%. INTERPRETATION Random biopsies enhance the early detection of signet ring cell carcinoma and are complementary to targeted biopsies in surveillance of hereditary diffuse gastric cancer. This sampling method should be the standard of care when performing all surveillance endoscopies for individuals with hereditary diffuse gastric cancer. FUNDING UK Medical Research Council.
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Affiliation(s)
- Colin Y C Lee
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Adriaan Olivier
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Judith Honing
- Early Cancer Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Anne-Marie Lydon
- Early Cancer Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Susan Richardson
- Early Cancer Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Maria O'Donovan
- Department of Histopathology, Cambridge University Hospitals NHS Trust, Cambridge, UK
| | - Marc Tischkowitz
- Department of Medical Genetics, National Institute for Health Research, Cambridge Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Massimiliano di Pietro
- Early Cancer Institute, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
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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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Neilson LJ, Fitzgerald RC, Deane J, Debiram-Beecham I, Sharp L, Rees CJ. Measuring patient experience of Cytosponge using the Newcastle ENDOPREM. Frontline Gastroenterol 2022; 14:355-356. [PMID: 37409338 DOI: 10.1136/flgastro-2022-102288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 08/23/2022] [Indexed: 08/31/2023] Open
Affiliation(s)
- Laura Jane Neilson
- Department of Gastroenterology, South Tyneside District Hospital, South Shields, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Rebecca C Fitzgerald
- Early Cancer Institute, University of Cambridge, Cambridge, UK
- Early Detection Programme, CRUK Cambridge Centre, Cambridge, UK
| | - Jennifer Deane
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | | | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Colin J Rees
- Department of Gastroenterology, South Tyneside District Hospital, South Shields, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
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33
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Wang X, Gharahkhani P, Levine DM, Fitzgerald RC, Gockel I, Corley DA, Risch HA, Bernstein L, Chow WH, Onstad L, Shaheen NJ, Lagergren J, Hardie LJ, Wu AH, Pharoah PDP, Liu G, Anderson LA, Iyer PG, Gammon MD, Caldas C, Ye W, Barr H, Moayyedi P, Harrison R, Watson RGP, Attwood S, Chegwidden L, Love SB, MacDonald D, deCaestecker J, Prenen H, Ott K, Moebus S, Venerito M, Lang H, Mayershofer R, Knapp M, Veits L, Gerges C, Weismüller J, Reeh M, Nöthen MM, Izbicki JR, Manner H, Neuhaus H, Rösch T, Böhmer AC, Hölscher AH, Anders M, Pech O, Schumacher B, Schmidt C, Schmidt T, Noder T, Lorenz D, Vieth M, May A, Hess T, Kreuser N, Becker J, Ell C, Tomlinson I, Palles C, Jankowski JA, Whiteman DC, MacGregor S, Schumacher J, Vaughan TL, Buas MF, Dai JY. eQTL Set-Based Association Analysis Identifies Novel Susceptibility Loci for Barrett Esophagus and Esophageal Adenocarcinoma. Cancer Epidemiol Biomarkers Prev 2022; 31:1735-1745. [PMID: 35709760 PMCID: PMC9444939 DOI: 10.1158/1055-9965.epi-22-0096] [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: 01/28/2022] [Revised: 04/13/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Over 20 susceptibility single-nucleotide polymorphisms (SNP) have been identified for esophageal adenocarcinoma (EAC) and its precursor, Barrett esophagus (BE), explaining a small portion of heritability. METHODS Using genetic data from 4,323 BE and 4,116 EAC patients aggregated by international consortia including the Barrett's and Esophageal Adenocarcinoma Consortium (BEACON), we conducted a comprehensive transcriptome-wide association study (TWAS) for BE/EAC, leveraging Genotype Tissue Expression (GTEx) gene-expression data from six tissue types of plausible relevance to EAC etiology: mucosa and muscularis from the esophagus, gastroesophageal (GE) junction, stomach, whole blood, and visceral adipose. Two analytical approaches were taken: standard TWAS using the predicted gene expression from local expression quantitative trait loci (eQTL), and set-based SKAT association using selected eQTLs that predict the gene expression. RESULTS Although the standard approach did not identify significant signals, the eQTL set-based approach identified eight novel associations, three of which were validated in independent external data (eQTL SNP sets for EXOC3, ZNF641, and HSP90AA1). CONCLUSIONS This study identified novel genetic susceptibility loci for EAC and BE using an eQTL set-based genetic association approach. IMPACT This study expanded the pool of genetic susceptibility loci for EAC and BE, suggesting the potential of the eQTL set-based genetic association approach as an alternative method for TWAS analysis.
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Affiliation(s)
- Xiaoyu Wang
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Puya Gharahkhani
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - David M. Levine
- Department of Biostatistics, University of Washington, School of Public Health, Seattle, Washington, USA
| | - Rebecca C. Fitzgerald
- Medical Research Council (MRC) Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Ines Gockel
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital of Leipzig, Leipzig, Germany
| | - Douglas A. Corley
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
- San Francisco Medical Center, Kaiser Permanente Northern California, San Francisco, California, USA
| | - Harvey A. Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Leslie Bernstein
- Department of Population Sciences, Beckman Research Institute and City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Wong-Ho Chow
- Department of Epidemiology, MD Anderson Cancer Center, Houston, Texas, USA
| | - Lynn Onstad
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Nicholas J. Shaheen
- Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jesper Lagergren
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
- School of Cancer and Pharmaceutical Sciences, King’s College London
| | | | - Anna H. Wu
- Department of Population and Public Health Sciences, University of Southern California/Norris Comprehensive Cancer Center, Los Angeles, California, USA
| | - Paul D. P. Pharoah
- Department of Oncology, University of Cambridge, Cambridge, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Geoffrey Liu
- Pharmacogenomic Epidemiology, Ontario Cancer Institute, Toronto, Ontario, Canada
| | - Lesley A. Anderson
- Department of Epidemiology and Public Health, Queen's University of Belfast, Royal Group of Hospitals, Northern Ireland
| | - Prasad G. Iyer
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Marilie D. Gammon
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Carlos Caldas
- Cancer Research UK, Cambridge Institute, Cambridge, UK
| | - Weimin Ye
- Department of Molecular Medicine and Surgery, Karolinska Institute, Stockholm, Sweden
| | - Hugh Barr
- Department of Upper GI Surgery, Gloucestershire Royal Hospital, Gloucester, UK
| | - Paul Moayyedi
- Farncombe Family Digestive Health Research Institute, Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Rebecca Harrison
- Department of Pathology, Leicester Royal Infirmary, Leicester, UK
| | - RG Peter Watson
- Department of Medicine, Institute of Clinical Science, Royal Victoria Hospital, Belfast, UK
| | - Stephen Attwood
- Department of General Surgery, North Tyneside General Hospital, North Shields, UK
| | - Laura Chegwidden
- University of Cambridge Metabolic Research Laboratories, Wellcome Trust-MRC Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Sharon B. Love
- Centre for Statistics in Medicine and Oxford Clinical Trials Research Unit, Oxford, UK
| | - David MacDonald
- Department of Oral Biological and Medical Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - John deCaestecker
- Digestive Diseases Centre, University Hospitals of Leicester, Leicester, UK
| | - Hans Prenen
- Oncology Department, University Hospital Antwerp, Edegem, Belgium
| | - Katja Ott
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
- Department of General, Visceral and Thorax Surgery, RoMed Klinikum Rosenheim, Rosenheim, Germany
| | - Susanne Moebus
- Institute for Urban Public Health, University Hospitals, University of Duisburg-Essen, Essen, Germany
| | - Marino Venerito
- Department of Gastroenterology, Hepatology and Infectious Diseases, Otto-von-Guericke University Hospital, Magdeburg, Germany
| | - Hauke Lang
- Department of General, Visceral and Transplant Surgery, University Medical Center, University of Mainz, Mainz, Germany
| | | | - Michael Knapp
- Institute for Medical Biometry, Informatics, and Epidemiology, University of Bonn, Bonn, Germany
| | - Lothar Veits
- Institute of Pathology, Friedrich-Alexander-University Erlangen-Nuremberg, Klinikum Bayreuth, Bayreuth, Germany
| | - Christian Gerges
- Department of Internal Medicine, Evangelisches Krankenhaus, Düsseldorf, Germany
| | | | - Matthias Reeh
- Department of General, Visceral and Thoracic Surgery, Asklepios Harzklinik Goslar, Goslar, Germany
| | - Markus M. Nöthen
- Institute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Jakob R. Izbicki
- General, Visceral and Thoracic Surgery Department and Clinic. University Medical Center Hamburg-Eppendorf. Hamburg. Germany
| | - Hendrik Manner
- Department of Internal Medicine II, Frankfurt Hoechst Hospital, Frankfurt, Germany
| | - Horst Neuhaus
- Department of Internal Medicine, Evangelisches Krankenhaus, Düsseldorf, Germany
| | - Thomas Rösch
- Department of Interdisciplinary Endoscopy, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Anne C. Böhmer
- Institute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Arnulf H. Hölscher
- Clinic for General, Visceral and Trauma Surgery, Contilia Center for Esophageal Diseases. Elisabeth Hospital Essen, Germany
| | - Mario Anders
- Department of Interdisciplinary Endoscopy, University Hospital Hamburg-Eppendorf, Hamburg, Germany
- Department of Gastroenterology and Interdisciplinary Endoscopy, Vivantes Wenckebach-Klinikum, Berlin, Germany
| | - Oliver Pech
- Department of Gastroenterology and Interventional Endoscopy, St. John of God Hospital, Regensburg, Germany
| | - Brigitte Schumacher
- Department of Internal Medicine, Evangelisches Krankenhaus, Düsseldorf, Germany
- Department of Internal Medicine and Gastroenterology, Elisabeth Hospital, Essen, Germany
| | - Claudia Schmidt
- Department of General, Visceral and Cancer Surgery, University of Cologne, Cologne, Germany
| | - Thomas Schmidt
- Department of General, Visceral and Transplantation Surgery, University of Heidelberg, Heidelberg, Germany
| | - Tania Noder
- Department of Interdisciplinary Endoscopy, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Dietmar Lorenz
- Department of General and Visceral Surgery, Sana Klinikum, Offenbach, Germany
| | - Michael Vieth
- Institute of Pathology, Friedrich-Alexander-University Erlangen-Nuremberg, Klinikum Bayreuth, Bayreuth, Germany
| | - Andrea May
- Department of Gastroenterology, Oncology and Pneumology, Asklepios Paulinen Klinik, Wiesbaden, Germany
| | - Timo Hess
- Center for Human Genetics, University Hospital of Marburg, Marburg, Germany
| | - Nicole Kreuser
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital of Leipzig, Leipzig, Germany
| | - Jessica Becker
- Institute of Human Genetics, Medical Faculty, University of Bonn, Bonn, Germany
| | - Christian Ell
- Department of Medicine II, Sana Klinikum, Offenbach, Germany
| | - Ian Tomlinson
- Edinburgh Cancer Research Centre, IGMM, University of Edinburgh, UK
| | - Claire Palles
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | | | - David C. Whiteman
- Cancer Control, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | | | - Thomas L. Vaughan
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Epidemiology, University of Washington, School of Public Health, Seattle, Washington, USA
| | - Matthew F. Buas
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, New York 14263 USA
| | - James Y. Dai
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- Department of Biostatistics, University of Washington, School of Public Health, Seattle, Washington, USA
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Smyth E, Cozens K, Griffiths D, Clark KL, Ewings S, Petty R, Underwood T, Fitzgerald RC, Tanner J, Giger O, Anand S, Griffiths G. ELEVATE - evaluating Temozolomide and Nivolumab in patients with advanced unresectable previously treated oesophagogastric adenocarcinoma with MGMT methylation: study protocol for a single arm phase II trial. BMC Cancer 2022; 22:946. [PMID: 36050653 PMCID: PMC9434527 DOI: 10.1186/s12885-022-09891-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 07/13/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND For patients with oesophagogastric adenocarcinoma, surgery is the only curative option and despite the use of multimodality therapy, which combines it with chemotherapy and/or radiotherapy, more than 50% of patients will relapse and die. Many UK patients present with advanced disease which is already inoperable or metastatic at diagnosis. For these patients, standard care chemotherapy only offers them survival of less than a year. Nivolumab, a checkpoint blockade inhibitor, has been found to work in some advanced cancers. It is proposed, for those where immunotherapy hasn't worked, that these immunologically evasive tumours need to be sensitized to immunotherapy drugs to allow them to act. METHODS ELEVATE is a single arm phase II trial testing the overall response to nivolumab following temozolomide treatment in patients with advanced unresectable previously treated adenocarcinoma which is O6-methylguanine-DNA-methyltransferase (MGMT) methylated. 18 patients are being recruited from UK secondary care sites. To be eligible, participants must have been treated with at least 3 months of platinum and fluoropyrimidine chemotherapy. Participants will receive 50 mg/m2 temozolomide continuously for 3 months. If their disease progresses during the 3 months, they will stop temozolomide and start nivolumab at a dose of 240mg every 2 weeks. If there is no progression after 3 months the participant will continue taking temozolomide in combination with nivolumab. All treatment will stop once the participant progresses on nivolumab. The primary endpoint is the best overall response to nivolumab, using both Response Evaluation Criteria in Solid Tumours version 1.1 and immunotherapy modified Response Evaluation Criteria in Solid Tumours. Secondary endpoints include progression-free survival, overall survival, and quality of life. DISCUSSION ELEVATE will provide evidence for whether giving nivolumab after temozolomide in patients with previously treated advanced oesophagogastric adenocarcinoma is safe and biologically effective prior to future randomised trials. TRIAL REGISTRATIONS EudraCT Number: 2020-004771-41 (issued 01 October 2020); ISCRTN11398887 (registered 14 July 2021).
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Affiliation(s)
- Elizabeth Smyth
- Cambridge University Hospitals National Health Service Foundation Trust, Hill's Road, Cambridge, UK
| | - Kelly Cozens
- Southampton Clinical Trials Unit, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Daniel Griffiths
- Southampton Clinical Trials Unit, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK.
| | - Kathryn L Clark
- Southampton Clinical Trials Unit, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Sean Ewings
- Southampton Clinical Trials Unit, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Tim Underwood
- School of Cancer Sciences, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - James Tanner
- Cambridge University Hospitals National Health Service Foundation Trust, Hill's Road, Cambridge, UK
| | - Olivier Giger
- Cambridge University Hospitals National Health Service Foundation Trust, Hill's Road, Cambridge, UK
| | | | - Gareth Griffiths
- Southampton Clinical Trials Unit, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
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Abujudeh S, Zeki SS, van Lanschot MCJ, Pusung M, Weaver JMJ, Li X, Noorani A, Metz AJ, Bornschein J, Bower L, Miremadi A, Fitzgerald RC, Morrissey ER, Lynch AG. Low-cost and clinically applicable copy number profiling using repeat DNA. BMC Genomics 2022; 23:599. [PMID: 35978291 PMCID: PMC9386984 DOI: 10.1186/s12864-022-08681-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 06/10/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Somatic copy number alterations (SCNAs) are an important class of genomic alteration in cancer. They are frequently observed in cancer samples, with studies showing that, on average, SCNAs affect 34% of a cancer cell's genome. Furthermore, SCNAs have been shown to be major drivers of tumour development and have been associated with response to therapy and prognosis. Large-scale cancer genome studies suggest that tumours are driven by somatic copy number alterations (SCNAs) or single-nucleotide variants (SNVs). Despite the frequency of SCNAs and their clinical relevance, the use of genomics assays in the clinic is biased towards targeted gene panels, which identify SNVs but provide limited scope to detect SCNAs throughout the genome. There is a need for a comparably low-cost and simple method for high-resolution SCNA profiling. RESULTS We present conliga, a fully probabilistic method that infers SCNA profiles from a low-cost, simple, and clinically-relevant assay (FAST-SeqS). When applied to 11 high-purity oesophageal adenocarcinoma samples, we obtain good agreement (Spearman's rank correlation coefficient, rs=0.94) between conliga's inferred SCNA profiles using FAST-SeqS data (approximately £14 per sample) and those inferred by ASCAT using high-coverage WGS (gold-standard). We find that conliga outperforms CNVkit (rs=0.89), also applied to FAST-SeqS data, and is comparable to QDNAseq (rs=0.96) applied to low-coverage WGS, which is approximately four-fold more expensive, more laborious and less clinically-relevant. By performing an in silico dilution series experiment, we find that conliga is particularly suited to detecting SCNAs in low tumour purity samples. At two million reads per sample, conliga is able to detect SCNAs in all nine samples at 3% tumour purity and as low as 0.5% purity in one sample. Crucially, we show that conliga's hidden state information can be used to decide when a sample is abnormal or normal, whereas CNVkit and QDNAseq cannot provide this critical information. CONCLUSIONS We show that conliga provides high-resolution SCNA profiles using a convenient, low-cost assay. We believe conliga makes FAST-SeqS a more clinically valuable assay as well as a useful research tool, enabling inexpensive and fast copy number profiling of pre-malignant and cancer samples.
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Affiliation(s)
- Sam Abujudeh
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK.
| | - Sebastian S Zeki
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK. .,Department of Gastroenterology, Guy's and St Thomas' NHS Trust, London, SE1 7EH, UK.
| | | | - Mark Pusung
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Jamie M J Weaver
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK.,Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, M20 4TX, UK
| | - Xiaodun Li
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Ayesha Noorani
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Andrew J Metz
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Jan Bornschein
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Lawrence Bower
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
| | - Ahmad Miremadi
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK
| | - Rebecca C Fitzgerald
- Medical Research Council (MRC) Cancer Unit, University of Cambridge, Cambridge, UK.
| | - Edward R Morrissey
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK. .,Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK.
| | - Andy G Lynch
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK. .,School of Mathematics and Statistics/School of Medicine, University of St Andrews, St Andrews, UK.
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Sawas T, Zamani SA, Killcoyne S, Dullea A, Wang KK, Iyer PG, Fitzgerald RC, Katzka DA. Limitations of Heartburn and Other Societies' Criteria in Barrett's Screening for Detecting De Novo Esophageal Adenocarcinoma. Clin Gastroenterol Hepatol 2022; 20:1709-1718. [PMID: 34757196 DOI: 10.1016/j.cgh.2021.10.039] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/14/2021] [Accepted: 10/24/2021] [Indexed: 01/18/2023]
Abstract
BACKGROUND & AIMS Despite extensive Barrett's esophagus (BE) screening efforts, most patients with esophageal adenocarcinoma (EAC) present de novo. It is unclear how much of this problem is the result of insensitivity or poor applications of current screening guidelines. We aimed to evaluate the sensitivity of guidelines by determining the proportion of prevalent EAC cases that meet the American College of Gastroenterology (ACG) or the British Society of Gastroenterology (BSG) guidelines for BE screening and determine whether changes to criteria would enhance detection. METHODS A retrospective single-center cohort from the United States (n = 663) and a prospective multicenter cohort from the United Kingdom (n = 645) were collected and analyzed independently. Screening eligibility was determined as patients with chronic reflux and at least 2 or more risk factors as defined by the guidelines. We calculated the proportion of screening-eligible patients and then compared BE/EAC risk factors between screening-eligible and screening-ineligible patients using the chi-squared or Student t test as appropriate. RESULTS In the Mayo clinic cohort there were 54.9% EAC cases and in the UK cohort there were 38.9% EAC cases that were not identified by ACG or BSG screening criteria, respectively. Among patients who did not meet the screening criteria, lack of heartburn was observed in 86.5% in the Mayo clinic cohort and in 61.4% in the UK cohort. Other risk factors that were lacking included obesity (defined as a body mass index of ≥30 kg/m2) and family history of EAC. Eliminating chronic reflux from the ACG/BSG criteria improved eligibility for screening from 45.1% to 81.3% (P < .001) in the Mayo Clinic cohort and from 61.1% (n = 394) to 81.5% (n = 526; P < .001) in the UK cohort. However, reflux may be difficult to ascertain from the history, and by including proton pump inhibitor use status in addition to the BSG criteria, screening eligibility improved by 10.0% in the UK cohort (n = 459; P < .001). CONCLUSIONS ACG/BSG BE screening guidelines have limited our ability to detect prevalent EAC. An optimized approach to identifying the individuals most suitable for EAC screening needs to be implemented, particularly one that does not rely on chronic reflux symptoms.
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Affiliation(s)
- Tarek Sawas
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Shawn A Zamani
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Sarah Killcoyne
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, United Kingdom; European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, United Kingdom
| | - Andrew Dullea
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Kenneth K Wang
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Prasad G Iyer
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Rebecca C Fitzgerald
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - David A Katzka
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
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Berman AG, Tan WK, O'Donovan M, Markowetz F, Fitzgerald RC. Quantification of TFF3 expression from a non-endoscopic device predicts clinically relevant Barrett's oesophagus by machine learning. EBioMedicine 2022; 82:104160. [PMID: 35843173 PMCID: PMC9297109 DOI: 10.1016/j.ebiom.2022.104160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 06/28/2022] [Accepted: 06/28/2022] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Intestinal metaplasia (IM) is pre-neoplastic with variable cancer risk. Cytosponge-TFF3 test can detect IM. We aimed to 1) assess whether quantitative TFF3 scores can distinguish clinically relevant Barrett's oesophagus (BO) (C≥1 or M≥3) from focal IM pathologies (C<1, M<3 or IM of gastro-oesophageal junction); 2) whether TFF3 counts can be automated to inform clinical practice. METHODS Patients from the Barett's oEsophagus Screening Trial 2 (BEST2) case-control and BEST3 randomised trials were used. For aim 1, TFF3-positive glands were scored manually and correlated with clinical diagnosis. For aim 2, machine learning approach was used to obtain TFF3 count and logistic regression with cross-validation was trained on the BEST2 dataset (n = 529) and tested in the BEST3 dataset (n = 158). FINDINGS Patients with clinically relevant BO had higher mean TFF3 gland count compared to focal IM pathologies (mean difference 4.14; 95% confidence interval, CI 2.76-5.52, p < 0.001). The mean class-balanced validation accuracy was 0.84 (95% CI 0.77-0.90), and precision of 0.95 (95% CI 0.87-1.00) for detecting clinically relevant BO. Applying this model on BEST3 showed precision of 0.91 (95% CI 0.85-0.97) for focal IM pathologies with a class-balanced accuracy of 0.77 (95% CI 0.69-0.84). Using this model, 55% of patients (87/158) in BEST3 would fall below the threshold for clinically relevant BO and could avoid gastroscopy, while only missing 5.1% of patients (8/158). INTERPRETATION Automated Cytosponge-TFF3 gland quantification may enable thresholds to be set to trigger confirmatory gastroscopy to minimize overdiagnosis of focal IM pathologies with very low cancer-associated risk. FUNDING Cancer Research UK (12088/16893 and C14478/A21047).
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Affiliation(s)
- Adam G Berman
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - W Keith Tan
- Early Cancer Institute, Department of Oncology, Hutchison Building, University of Cambridge, Cambridge, UK; Department of Gastroenterology, Addenbrooke's Hospital, Cambridge University NHS Foundation Trust, Cambridge UK
| | - Maria O'Donovan
- Department of Histopathology, Addenbrookes Hospital, Cambridge University NHS Foundation Trust, Cambridge, UK; Cyted Ltd, Cambridge, UK
| | - Florian Markowetz
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK.
| | - Rebecca C Fitzgerald
- Early Cancer Institute, Department of Oncology, Hutchison Building, University of Cambridge, Cambridge, UK; Department of Gastroenterology, Addenbrooke's Hospital, Cambridge University NHS Foundation Trust, Cambridge UK.
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38
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Sugano K, Spechler SJ, El-Omar EM, McColl KEL, Takubo K, Gotoda T, Fujishiro M, Iijima K, Inoue H, Kawai T, Kinoshita Y, Miwa H, Mukaisho KI, Murakami K, Seto Y, Tajiri H, Bhatia S, Choi MG, Fitzgerald RC, Fock KM, Goh KL, Ho KY, Mahachai V, O'Donovan M, Odze R, Peek R, Rugge M, Sharma P, Sollano JD, Vieth M, Wu J, Wu MS, Zou D, Kaminishi M, Malfertheiner P. Kyoto international consensus report on anatomy, pathophysiology and clinical significance of the gastro-oesophageal junction. Gut 2022; 71:1488-1514. [PMID: 35725291 PMCID: PMC9279854 DOI: 10.1136/gutjnl-2022-327281] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 05/03/2022] [Indexed: 02/07/2023]
Abstract
OBJECTIVE An international meeting was organised to develop consensus on (1) the landmarks to define the gastro-oesophageal junction (GOJ), (2) the occurrence and pathophysiological significance of the cardiac gland, (3) the definition of the gastro-oesophageal junctional zone (GOJZ) and (4) the causes of inflammation, metaplasia and neoplasia occurring in the GOJZ. DESIGN Clinical questions relevant to the afore-mentioned major issues were drafted for which expert panels formulated relevant statements and textural explanations.A Delphi method using an anonymous system was employed to develop the consensus, the level of which was predefined as ≥80% of agreement. Two rounds of voting and amendments were completed before the meeting at which clinical questions and consensus were finalised. RESULTS Twenty eight clinical questions and statements were finalised after extensive amendments. Critical consensus was achieved: (1) definition for the GOJ, (2) definition of the GOJZ spanning 1 cm proximal and distal to the GOJ as defined by the end of palisade vessels was accepted based on the anatomical distribution of cardiac type gland, (3) chemical and bacterial (Helicobacter pylori) factors as the primary causes of inflammation, metaplasia and neoplasia occurring in the GOJZ, (4) a new definition of Barrett's oesophagus (BO). CONCLUSIONS This international consensus on the new definitions of BO, GOJ and the GOJZ will be instrumental in future studies aiming to resolve many issues on this important anatomic area and hopefully will lead to better classification and management of the diseases surrounding the GOJ.
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Affiliation(s)
- Kentaro Sugano
- Division of Gastroenterology, Department of Medicine, Jichi Medical University, Shimotsuke, Japan
| | - Stuart Jon Spechler
- Division of Gastroenterology, Center for Esophageal Diseases, Baylor University Medical Center, Dallas, Texas, USA
| | - Emad M El-Omar
- Microbiome Research Centre, St George & Sutherland Clinical Campuses, School of Clinical Medicine, Faculty of Medicine & Health, Sydney, New South Wales, Australia
| | - Kenneth E L McColl
- Division of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Kaiyo Takubo
- Research Team for Geriatric Pathology, Tokyo Metropolitan Institute of Gerontology, Tokyo, Japan
| | - Takuji Gotoda
- Division of Gastroenterology and Hepatology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Mitsuhiro Fujishiro
- Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Katsunori Iijima
- Department of Gastroenterology, Akita University Graduate School of Medicine, Akita, Japan
| | - Haruhiro Inoue
- Digestive Disease Center, Showa University Koto Toyosu Hospital, Tokyo, Japan
| | - Takashi Kawai
- Department of Gastroenterological Endoscopy, Tokyo Medical University, Tokyo, Japan
| | | | - Hiroto Miwa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Kobe, Japan
| | - Ken-ichi Mukaisho
- Education Center for Medicine and Nursing, Shiga University of Medical Science, Otsu, Japan
| | - Kazunari Murakami
- Department of Gastroenterology, Oita University Faculty of Medicine, Yuhu, Japan
| | - Yasuyuki Seto
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hisao Tajiri
- Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | | | - Myung-Gyu Choi
- Gastroenterology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, The Republic of Korea
| | - Rebecca C Fitzgerald
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
| | - Kwong Ming Fock
- Department of Gastroenterology and Hepatology, Duke NUS School of Medicine, National University of Singapore, Singapore
| | | | - Khek Yu Ho
- Department of Medicine, National University of Singapore, Singapore
| | - Varocha Mahachai
- Center of Excellence in Digestive Diseases, Thammasat University and Science Resarch and Innovation, Bangkok, Thailand
| | - Maria O'Donovan
- Department of Histopathology, Cambridge University Hospital NHS Trust UK, Cambridge, UK
| | - Robert Odze
- Department of Pathology, Tuft University School of Medicine, Boston, Massachusetts, USA
| | - Richard Peek
- Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Massimo Rugge
- Department of Medicine DIMED, Surgical Pathology and Cytopathology Unit, University of Padova, Padova, Italy
| | - Prateek Sharma
- Department of Gastroenterology and Hepatology, University of Kansas School of Medicine, Kansas City, Kansas, USA
| | - Jose D Sollano
- Department of Medicine, University of Santo Tomas, Manila, Philippines
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth, Friedrich-Alexander University Erlangen, Nurenberg, Germany
| | - Justin Wu
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Ming-Shiang Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Duowu Zou
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | | | - Peter Malfertheiner
- Medizinixhe Klinik und Poliklinik II, Ludwig Maximillian University Klinikum, Munich, Germany,Klinik und Poliklinik für Radiologie, Ludwig Maximillian University Klinikum, Munich, Germany
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Smyth EC, Watson D, Nutzinger B, Castro MP, Kapoor S, Prasad SA, Rajagopalan S, Cheah C, Nair PR, Alam A, Devonshire G, Grehan N, Suseela RP, Tyagi A, Agrawal AK, Azam H, Sauban M, Pampana A, Macpherson MD, Fitzgerald RC. Cellworks singula therapy response index (TRI) predicts clinical outcomes for esophageal adenocarcinoma: MyCare-004. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.16_suppl.4064] [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: 11/20/2022] Open
Abstract
4064 Background: Computational biological modeling reveals many dysregulated signaling pathways responsible for hallmark behaviors of cancer and variable drug response in the population. A mechanistic model created for each patient using comprehensive genomic inputs can biosimulate downstream molecular effects of cell signaling and drugs for each patient’s personalized in silico virtual disease model. Singula TRI is designed to predict the outcome of specific therapies with a continuous TRI Score, 0 to 100, for each patient’s unique genomic network. Methods: TRI’s ability to predict Overall Survival (OS), Disease Free Survival (DFS) and Mandard – tumor regression grade (TRG) was prospectively evaluated in a retrospective cohort of gastroesophageal adenocarcinoma (GEA) from UK OCCAMS consortium. Random sampling stratified by clinical factors was used to split the data into independent training (N = 140) and validation (N = 131) subsets. Multivariate Cox Proportional Hazard (PH) and Proportional Odds models were used to predict survival and pathological response as a function of the pre-defined TRI and clinical thresholds compared with standard clinical factors. Results: 271 GEA patients were selected who had pre-chemo treated biopsies with 50x whole genome sequencing from the OCCAMS International Cancer Genome Consortium study. The median age was 65.6 years, 234 male and 30 female, with deceased median OS of 21.9 months and living of 49.9 months. There were 35 T2, 215 T3, 70 N0, 126 N1, 62 N2 and 266 M0. Patients were treated with physician prescribed chemotherapy treatments (PPT) according to UK clinical guidelines (SC). Biosimulation revealed that 99% of these tumors had deficiency in DNA repair genes. Other pathways included amplification of multi-drug resistance pumps, TP53 mutations and aberrations of the PI3K/AKT pathway genes. The table shows that TRI provides additional predictive information for OS and DFS beyond PPT and standard clinical factors. TRI was also predictive of TRG in univariate analysis. TRI scores were also generated for 82 alternate therapies for each patient enabling selection of optimal therapies with estimates of improvements in median OS and DFS compared to SC. Conclusions: In this cohort of patients, Cellworks Singula TRI was predictive of survival and TRG beyond clinical factors. These positive results suggest the utility of biosimulation-informed therapy selection to improve survival of GEA and validation in prospective clinical studies is warranted.[Table: see text]
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Affiliation(s)
| | - Drew Watson
- Cellworks Group, Inc., South San Francisco, CA
| | | | | | | | | | | | - Calvin Cheah
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - Aftab Alam
- Cellworks Group, Inc., South San Francisco, CA
| | - Ginny Devonshire
- CRUK Cambridge Institute, University of Cambridge, Cambridge, United Kingdom
| | - Nicola Grehan
- Addenbrookes Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | | | - Anuj Tyagi
- Cellworks Group, Inc., South San Francisco, CA
| | | | - Humera Azam
- Cellworks Group, Inc., South San Francisco, CA
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40
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Hadjinicolaou AV, Azizi AA, O'Donovan M, Debiram I, Fitzgerald RC, Di Pietro M. Cytosponge-TFF3 Testing can Detect Precancerous Mucosal Changes of the Stomach. Clin Gastroenterol Hepatol 2022; 20:1411-1412. [PMID: 34358719 PMCID: PMC9130737 DOI: 10.1016/j.cgh.2021.07.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/16/2021] [Accepted: 07/27/2021] [Indexed: 02/07/2023]
Abstract
Gastric intestinal metaplasia (GIM) and gastric atrophy (GA) are associated with increased risk of gastric cancer and are indications for endoscopic surveillance when affecting the proximal stomach.1 Endoscopic screening is not cost-effective in areas with low-moderate incidence of gastric cancer2; noninvasive methods to detect GIM/GA are currently lacking.3.
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Affiliation(s)
- Andreas V Hadjinicolaou
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom; Department of Digestive Diseases, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Alexander A Azizi
- Department of Clinical Pharmacology and Therapeutics, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Maria O'Donovan
- Department of Histopathology, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - Irene Debiram
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom
| | | | - Massimiliano Di Pietro
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom; Department of Digestive Diseases, Addenbrooke's Hospital, Cambridge, United Kingdom.
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Sundaram S, Kim EN, Jones GM, Sivagnanam S, Tripathi M, Miremadi A, Di Pietro M, Coussens LM, Fitzgerald RC, Chang YH, Zhuang L. Deciphering the Immune Complexity in Esophageal Adenocarcinoma and Pre-Cancerous Lesions With Sequential Multiplex Immunohistochemistry and Sparse Subspace Clustering Approach. Front Immunol 2022; 13:874255. [PMID: 35663986 PMCID: PMC9161782 DOI: 10.3389/fimmu.2022.874255] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 04/19/2022] [Indexed: 02/05/2023] Open
Abstract
Esophageal adenocarcinoma (EAC) develops from a chronic inflammatory environment across four stages: intestinal metaplasia, known as Barrett's esophagus, low- and high-grade dysplasia, and adenocarcinoma. Although the genomic characteristics of this progression have been well defined via large-scale DNA sequencing, the dynamics of various immune cell subsets and their spatial interactions in their tumor microenvironment remain unclear. Here, we applied a sequential multiplex immunohistochemistry (mIHC) platform with computational image analysis pipelines that allow for the detection of 10 biomarkers in one formalin-fixed paraffin-embedded (FFPE) tissue section. Using this platform and quantitative image analytics, we studied changes in the immune landscape during disease progression based on 40 normal and diseased areas from endoscopic mucosal resection specimens of chemotherapy treatment- naïve patients, including normal esophagus, metaplasia, low- and high-grade dysplasia, and adenocarcinoma. The results revealed a steady increase of FOXP3+ T regulatory cells and a CD163+ myelomonocytic cell subset. In parallel to the manual gating strategy applied for cell phenotyping, we also adopted a sparse subspace clustering (SSC) algorithm allowing the automated cell phenotyping of mIHC-based single-cell data. The algorithm successfully identified comparable cell types, along with significantly enriched FOXP3 T regulatory cells and CD163+ myelomonocytic cells as found in manual gating. In addition, SCC identified a new CSF1R+CD1C+ myeloid lineage, which not only was previously unknown in this disease but also increases with advancing disease stages. This study revealed immune dynamics in EAC progression and highlighted the potential application of a new multiplex imaging platform, combined with computational image analysis on routine clinical FFPE sections, to investigate complex immune populations in tumor ecosystems.
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Affiliation(s)
- Srinand Sundaram
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Eun Na Kim
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, United States
| | - Georgina M. Jones
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Shamilene Sivagnanam
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States
| | - Monika Tripathi
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Ahmad Miremadi
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Massimiliano Di Pietro
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Lisa M. Coussens
- Department of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, United States
| | - Rebecca C. Fitzgerald
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, United States
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, United States
| | - Lizhe Zhuang
- Medical Research Council (MRC) Cancer Unit, Hutchison-Medical Research Council (MRC) Research Centre, University of Cambridge, Cambridge, United Kingdom
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Ng AWT, Contino G, Killcoyne S, Devonshire G, Hsu R, Abbas S, Su J, Redmond AM, Weaver JMJ, Eldridge MD, Tavaré S, Edwards PAW, Fitzgerald RC. Rearrangement processes and structural variations show evidence of selection in oesophageal adenocarcinomas. Commun Biol 2022; 5:335. [PMID: 35396535 PMCID: PMC8993906 DOI: 10.1038/s42003-022-03238-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 02/25/2022] [Indexed: 11/26/2022] Open
Abstract
Oesophageal adenocarcinoma (OAC) provides an ideal case study to characterize large-scale rearrangements. Using whole genome short-read sequencing of 383 cases, for which 214 had matched whole transcriptomes, we observed structural variations (SV) with a predominance of deletions, tandem duplications and inter-chromosome junctions that could be identified as LINE-1 mobile element (ME) insertions. Complex clusters of rearrangements resembling breakage-fusion-bridge cycles or extrachromosomal circular DNA accounted for 22% of complex SVs affecting known oncogenes. Counting SV events affecting known driver genes substantially increased the recurrence rates of these drivers. After excluding fragile sites, we identified 51 candidate new drivers in genomic regions disrupted by SVs, including ETV5, KAT6B and CLTC. RUNX1 was the most recurrently altered gene (24%), with many deletions inactivating the RUNT domain but preserved the reading frame, suggesting an altered protein product. These findings underscore the importance of identification of SV events in OAC with implications for targeted therapies.
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Affiliation(s)
- Alvin Wei Tian Ng
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Gianmarco Contino
- Institute of Cancer and Genomic Sciences, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK
- University Hospitals Birmingham NHS Foundation Trust, Birmingham, B15 2GW, UK
| | - Sarah Killcoyne
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute EMBL-EBI, Hinxton, UK
| | - Ginny Devonshire
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Ray Hsu
- Department of Surgery, University of Cambridge, Cambridge, UK
| | - Sujath Abbas
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
| | - Jing Su
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Aisling M Redmond
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
| | - Jamie M J Weaver
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Matthew D Eldridge
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
| | - Simon Tavaré
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- 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
| | - Paul A W Edwards
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Rebecca C Fitzgerald
- Medical Research Council Cancer Unit, Hutchison/Medical Research Council Research Centre, University of Cambridge, Cambridge, UK.
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Maroni R, Barnes J, Offman J, Scheibl F, Smith SG, Debiram-Beecham I, Waller J, Sasieni P, Fitzgerald RC, Rubin G, Walter FM. Patient-reported experiences and views on the Cytosponge test: a mixed-methods analysis from the BEST3 trial. BMJ Open 2022; 12:e054258. [PMID: 35393308 PMCID: PMC8990713 DOI: 10.1136/bmjopen-2021-054258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 03/07/2022] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVES The BEST3 trial demonstrated the efficacy and safety of the Cytosponge-trefoil factor 3, a cell collection device coupled with the biomarker trefoil factor 3, as a tool for detecting Barrett's oesophagus, a precursor of oesophageal adenocarcinoma (OAC), in primary care. In this nested study, our aim was to understand patient experiences. DESIGN Mixed-methods using questionnaires (including Inventory to Assess Patient Satisfaction, Spielberger State-Trait Anxiety Inventory-6 and two-item perceived risk) and interviews. OUTCOME MEASURES Participant satisfaction, anxiety and perceived risk of developing OAC. SETTING General practices in England. PARTICIPANTS Patients with acid reflux enrolled in the intervention arm of the BEST3 trial and attending the Cytosponge appointment (N=1750). RESULTS 1488 patients successfully swallowing the Cytosponge completed the follow-up questionnaires, while 30 were interviewed, including some with an unsuccessful swallow.Overall, participants were satisfied with the Cytosponge test. Several items showed positive ratings, in particular convenience and accessibility, staff's interpersonal skills and perceived technical competence. The most discomfort was reported during the Cytosponge removal, with more than 60% of participants experiencing gagging. Nevertheless, about 80% were willing to have the procedure again or to recommend it to friends; this was true even for participants experiencing discomfort, as confirmed in the interviews.Median anxiety scores were below the predefined level of clinically significant anxiety and slightly decreased between baseline and follow-up (p < 0.001). Interviews revealed concerns around the ability to swallow, participating in a clinical trial, and waiting for test results.The perceived risk of OAC increased following the Cytosponge appointment (p<0.001). Moreover, interviews suggested that some participants had trouble conceptualising risk and did not understand the relationships between test results, gastro-oesophageal reflux and risk of Barrett's oesophagus and OAC. CONCLUSIONS When delivered during a trial in primary care, the Cytosponge is well accepted and causes little anxiety. TRIAL REGISTRATION NUMBER ISRCTN68382401.
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Affiliation(s)
- Roberta Maroni
- Cancer Research UK and King's College London Cancer Prevention Trials Unit (CPTU), Cancer Prevention Group, School of Cancer & Pharmaceutical Sciences, King's College London, London, UK
| | - Jessica Barnes
- Cancer Research UK and King's College London Cancer Prevention Trials Unit (CPTU), Cancer Prevention Group, School of Cancer & Pharmaceutical Sciences, King's College London, London, UK
| | - Judith Offman
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Fiona Scheibl
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Samuel G Smith
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Irene Debiram-Beecham
- MRC Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Jo Waller
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Peter Sasieni
- Cancer Research UK and King's College London Cancer Prevention Trials Unit (CPTU), Cancer Prevention Group, School of Cancer & Pharmaceutical Sciences, King's College London, London, UK
- Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
| | - Rebecca C Fitzgerald
- MRC Cancer Unit, Hutchison-MRC Research Centre, University of Cambridge, Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Greg Rubin
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Fiona M Walter
- The Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Cambridge, UK
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
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Abstract
A proactive approach to detecting cancer at an early stage can make treatments more effective, with fewer side effects and improved long-term survival. However, as detection methods become increasingly sensitive, it can be difficult to distinguish inconsequential changes from lesions that will lead to life-threatening cancer. Progress relies on a detailed understanding of individualized risk, clear delineation of cancer development stages, a range of testing methods with optimal performance characteristics, and robust evaluation of the implications for individuals and society. In the future, advances in sensors, contrast agents, molecular methods, and artificial intelligence will help detect cancer-specific signals in real time. To reduce the burden of cancer on society, risk-based detection and prevention needs to be cost effective and widely accessible.
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Affiliation(s)
- Rebecca C Fitzgerald
- Early Detection Programme, Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge, UK.
| | - Antonis C Antoniou
- Centre for Cancer Genetic Epidemiology, Department of Public Health & Primary Care, University of Cambridge, Cambridge, UK
| | - Ljiljana Fruk
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK
| | - Nitzan Rosenfeld
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
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Crosby D, Bhatia S, Brindle KM, Coussens LM, Dive C, Emberton M, Esener S, Fitzgerald RC, Gambhir SS, Kuhn P, Rebbeck TR, Balasubramanian S. Early detection of cancer. Science 2022; 375:eaay9040. [PMID: 35298272 DOI: 10.1126/science.aay9040] [Citation(s) in RCA: 205] [Impact Index Per Article: 102.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Survival improves when cancer is detected early. However, ~50% of cancers are at an advanced stage when diagnosed. Early detection of cancer or precancerous change allows early intervention to try to slow or prevent cancer development and lethality. To achieve early detection of all cancers, numerous challenges must be overcome. It is vital to better understand who is at greatest risk of developing cancer. We also need to elucidate the biology and trajectory of precancer and early cancer to identify consequential disease that requires intervention. Insights must be translated into sensitive and specific early detection technologies and be appropriately evaluated to support practical clinical implementation. Interdisciplinary collaboration is key; advances in technology and biological understanding highlight that it is time to accelerate early detection research and transform cancer survival.
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Affiliation(s)
| | - Sangeeta Bhatia
- Marble Center for Cancer Nanomedicine, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
- Howard Hughes Medical Institute, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Kevin M Brindle
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Department of Biochemistry, University of Cambridge, Cambridge, UK
| | - Lisa M Coussens
- Cell, Developmental and Cancer Biology, Oregon Health and Science University, Portland, OR, USA
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
| | - Caroline Dive
- Cancer Research UK Lung Cancer Centre of Excellence at the University of Manchester and University College London, University of Manchester, Manchester, UK
- CRUK Manchester Institute Cancer Biomarker Centre, University of Manchester, Manchester, UK
| | - Mark Emberton
- Division of Surgery and Interventional Science, University College London, London, UK
| | - Sadik Esener
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, USA
- Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, Portland, OR, USA
- Cancer Early Detection Advanced Research Center, Oregon Health and Science University, Portland, OR, USA
| | - Rebecca C Fitzgerald
- Medical Research Council (MRC) Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Sanjiv S Gambhir
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University, Stanford, CA, USA
| | - Peter Kuhn
- USC Michelson Center Convergent Science Institute in Cancer, University of Southern California, Los Angeles, CA, USA
| | - Timothy R Rebbeck
- Division of Population Science, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Shankar Balasubramanian
- Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK
- Yusuf Hamied Department of Chemistry, University of Cambridge, Cambridge, UK
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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: 1] [Impact Index Per Article: 0.5] [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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Hall M, Bergman J, Canto MI, Chak A, Corley DA, Falk GW, Fitzgerald RC, Haidry R, Inadomi JM, Iyer PG, Kolb J, Komanduri S, Konda V, Montgomery EA, Muthusamy VR, Rubenstein JH, Schnoll-Sussman F, Shaheen NJ, Smith M, Spechler S, Vajravelu R. Post-endoscopy Esophageal Neoplasia in Barrett's Esophagus: Consensus Statements From an International Expert Panel. Gastroenterology 2022; 162:366-372. [PMID: 34655571 PMCID: PMC8792371 DOI: 10.1053/j.gastro.2021.09.067] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 02/06/2023]
Affiliation(s)
- Matthew Hall
- Children’s Hospital Association, Leawood, Kansas
| | - Jacques Bergman
- Division of Gastroenterology and Hepatology, Amsterdam University Medical Centers, location Academic Medical Center, Amsterdam, The Netherlands
| | - Marcia I. Canto
- Division of Gastroenterology and Hepatology, Johns Hopkins University, Baltimore, Maryland
| | - Amitabh Chak
- Division of Gastroenterology and Hepatology, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Douglas A. Corley
- The Permanente Medical Group; Kaiser Permanente, Northern California
| | - Gary W. Falk
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Rebecca C. Fitzgerald
- MRC Cancer Unit, Hutchison-MRC Research Center, University of Cambridge, Cambridge, United Kingdom
| | - Rehan Haidry
- Division of Gastroenterology and Hepatology, University College Hospital, London, United Kingdom
| | - John M. Inadomi
- Division of Gastroenterology and Hepatology, University of Utah, Salt Lake City, Utah
| | - Prasad G. Iyer
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Jennifer Kolb
- Division of Gastroenterology, University of California Irvine, Irvine, California
| | - Srinadh Komanduri
- Division of Gastroenterology and Hepatology, Northwestern University, Chicago, Illinois
| | - Vani Konda
- Division of Gastroenterology and Hepatology, Baylor University Medical Center and Baylor Scott and White Health, Dallas, Texas
| | | | - V. Raman Muthusamy
- Division of Gastroenterology and Hepatology, University of California, Los Angeles, Los Angeles, CA
| | - Joel H. Rubenstein
- Veterans Affairs Center for Clinical Management Research, LTC Charles S. Kettles Veterans Affairs Medical Center, Ann Arbor,Michigan Barrett’s Esophagus Program, Division of Gastroenterology, University of Michigan, Ann Arbor, Michigan
| | - Felice Schnoll-Sussman
- Division of Gastroenterology and Hepatology, Weill Cornell University, New York, New York
| | - Nicholas J. Shaheen
- Division of Gastroenterology and Hepatology, University of North Carolina, Chapel Hill, North Carolina
| | - Michael Smith
- Division of Gastroenterology and Hepatology, Mount Sinai West and Mount Sinai Morningside Hospitals, New York, New York
| | - Stuart Spechler
- Division of Gastroenterology and Hepatology, Baylor University Medical Center and Baylor Scott and White Health, Dallas, Texas
| | - Ravy Vajravelu
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Eluri S, Paterson A, Lauren BN, O’Donovan M, Bhandari P, di Pietro M, Lee M, Haidry R, Lovat L, Ragunath K, Hur C, Fitzgerald RC, Shaheen NJ. Utility and Cost-Effectiveness of a Nonendoscopic Approach to Barrett's Esophagus Surveillance After Endoscopic Therapy. Clin Gastroenterol Hepatol 2022; 20:e51-e63. [PMID: 33581357 PMCID: PMC8352994 DOI: 10.1016/j.cgh.2021.02.013] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 12/28/2020] [Accepted: 02/08/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS A non-endoscopic approach to Barrett's esophagus (BE) surveillance after radiofrequency ablation (RFA) would offer a less invasive method for monitoring. We assessed the test characteristics and cost-effectiveness of the Cytosponge (Medtronic, Minneapolis, MN) in post-RFA patients. METHODS We performed a multicenter study of dysplastic BE patients after at least one round of RFA. A positive Cytosponge before endoscopy was defined as intestinal metaplasia (IM) on cytological assessment and/or TFF3 immunohistochemistry. Sensitivity, specificity, and receiver operator characteristic (ROC) curves were calculated. Multivariable regression was used to estimate the odds of a positive Cytosponge in BE. A microsimulation cost-effectiveness model was performed to assess outcomes of various surveillance strategies: endoscopy-only, Cytosponge-only, and alternating endoscopy/Cytosponge. RESULTS Of 234 patients, Cytosponge adequately sampled the distal esophagus in 175 (75%). Of the 142 with both endoscopic and histologic data, 19 (13%) had residual/recurrent BE. For detecting any residual Barrett's, Cytosponge had a sensitivity of 74%, specificity of 85%, accuracy of 84%, and ROC curve showed an area under the curve of 0.74. The adjusted odds of a positive Cytosponge in BE were 17.1 (95% CI, 5.2-55.9). Cytosponge-only surveillance dominated all the surveillance strategies, being both less costly and more effective. Cytosponge-only surveillance required <1/4th the endoscopies, resulting in only 0.69 additional EAC cases/1000 patients, and no increase in EAC deaths when compared to currently-practiced endoscopy-only surveillance. CONCLUSIONS A positive Cytosponge test was strongly associated with residual BE after ablation. While the assay needs further refinement in this context, it could serve as a cost-effective surveillance examination.
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Affiliation(s)
- Swathi Eluri
- Center for Esophageal Diseases and Swallowing, Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, Chapel Hill, North Carolina; Center for Gastrointestinal Biology and Disease, Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, Chapel Hill, North Carolina.
| | - Anna Paterson
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom
| | - Brianna N. Lauren
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Medical Center
| | - Maria O’Donovan
- MRC Cancer Unit, University of Cambridge, Cambridge, United Kingdom
| | - Pradeep Bhandari
- Department of Gastroenterology, Queen Alexandra Hospital, Portsmouth, United Kingdom
| | | | - Minyi Lee
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Medical Center
| | - Rehan Haidry
- Division of Surgery and Interventional Science, University College London Hospital, London, UK
| | - Laurence Lovat
- Division of Surgery and Interventional Science, University College London Hospital, London, UK
| | - Krish Ragunath
- Nottingham Digestive Diseases Center, NIHR Biomedical Research Centre, University of Nottingham, Queens Medical Centre Campus, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Chin Hur
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia University Medical Center
| | | | - Nicholas J. Shaheen
- Center for Esophageal Diseases and Swallowing, University of North Carolina School of Medicine, Chapel Hill, NC,Center for Gastrointestinal Biology and Disease, Division of Gastroenterology and Hepatology, University of North Carolina School of Medicine, Chapel Hill, NC
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Masqué-Soler N, Gehrung M, Kosmidou C, Li X, Diwan I, Rafferty C, Atabakhsh E, Markowetz F, Fitzgerald RC. Computational pathology aids derivation of microRNA biomarker signals from Cytosponge samples. EBioMedicine 2022; 76:103814. [PMID: 35051729 PMCID: PMC8883000 DOI: 10.1016/j.ebiom.2022.103814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 12/22/2021] [Accepted: 01/04/2022] [Indexed: 10/27/2022] Open
Abstract
BACKGROUND Non-endoscopic cell collection devices combined with biomarkers can detect Barrett's intestinal metaplasia and early oesophageal cancer. However, assays performed on multi-cellular samples lose information about the cell source of the biomarker signal. This cross-sectional study examines whether a bespoke artificial intelligence-based computational pathology tool could ascertain the cellular origin of microRNA biomarkers, to inform interpretation of the disease pathology, and confirm biomarker validity. METHODS The microRNA expression profiles of 110 targets were assessed with a custom multiplexed panel in a cohort of 117 individuals with reflux that took a Cytosponge test. A computational pathology tool quantified the amount of columnar epithelium present in pathology slides, and results were correlated with microRNA signals. An independent cohort of 139 Cytosponges, each from an individual patient, was used to validate the findings via qPCR. FINDINGS Seventeen microRNAs are upregulated in BE compared to healthy squamous epithelia, of which 13 remain upregulated in dysplasia. A pathway enrichment analysis confirmed association to neoplastic and cell cycle regulation processes. Ten microRNAs positively correlated with columnar epithelium content, with miRNA-192-5p and -194-5p accurately detecting the presence of gastric cells (AUC 0.97 and 0.95). In contrast, miR-196a-5p is confirmed as a specific BE marker. INTERPRETATION Computational pathology tools aid accurate cellular attribution of molecular signals. This innovative design with multiplex microRNA coupled with artificial intelligence has led to discovery of a quality control metric suitable for large scale application of the Cytosponge. Similar approaches could aid optimal interpretation of biomarkers for clinical use. FUNDING Funded by the NIHR Cambridge Biomedical Research Centre, the Medical Research Council, the Rosetrees and Stoneygate Trusts, and CRUK core grants.
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Affiliation(s)
- Neus Masqué-Soler
- MRC Cancer Unit, Box 197, Cambridge Biomedical Campus, Cambridge, CB2 0XZ, UK.
| | - Marcel Gehrung
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
| | - Cassandra Kosmidou
- MRC Cancer Unit, Box 197, Cambridge Biomedical Campus, Cambridge, CB2 0XZ, UK
| | - Xiaodun Li
- MRC Cancer Unit, Box 197, Cambridge Biomedical Campus, Cambridge, CB2 0XZ, UK
| | - Izzuddin Diwan
- Abcam Inc., 1 Kendall Sq B2304, Cambridge, MA, 02139, United States
| | - Conor Rafferty
- Abcam Inc., 1 Kendall Sq B2304, Cambridge, MA, 02139, United States
| | - Elnaz Atabakhsh
- Abcam Inc., 1 Kendall Sq B2304, Cambridge, MA, 02139, United States
| | - Florian Markowetz
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
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