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Othman J, Potter N, Ivey A, Tazi Y, Papaemmanuil E, Jovanovic J, Freeman SD, Gilkes AF, Gale RE, Rapoz-D'Silva T, Runglall M, Kleeman M, Dhami P, Thomas I, Johnson S, Canham J, Cavenagh JD, Kottaridis P, Arnold C, Ommen HB, Overgaard UM, Dennis M, Burnett AK, Wilhelm-Benartzi CS, Huntly BJ, Russell NH, Dillon RJ. Molecular, clinical and therapeutic determinants of outcome in NPM1 mutated AML. Blood 2024:blood.2024024310. [PMID: 38691678 DOI: 10.1182/blood.2024024310] [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] [Received: 02/27/2024] [Revised: 03/28/2024] [Accepted: 04/15/2024] [Indexed: 05/03/2024] Open
Abstract
Although NPM1-mutated acute myeloid leukemia (AML) carries a generally favorable prognosis, many patients still relapse and die. Previous studies identified several molecular and clinical features associated with poor outcome, however only FLT3-ITD mutation and adverse karyotype are currently used for risk stratification due to inconsistent results and uncertainty around how other factors should influence treatment, particularly given the strong prognostic impact of post-induction measurable residual disease (MRD). Here we analyzed a large group of patients with NPM1mut AML enrolled in prospective trials (NCRI AML17 and AML19, n=1357) to delineate the impact of baseline molecular and clinical features, post induction MRD status and treatment intensity on outcome. FLT3-ITD (HR 1.28, 95%CI 1.01-1.63), DNMT3A (HR 1.65, 95%CI 1.32-2.05), WT1 (HR 1.74, 95%CI 1272-2.38) and non-ABD NPM1 mutations (HR 1.64, 95%CI 1.22-2.21) were independently associated with poorer overall survival (OS). These factors were also strongly associated with MRD positivity. For patients achieving MRD negativity, these mutations (except FLT3-ITD) were associated with an increased cumulative incidence of relapse (CIR) and poorer OS. However, apart from the few patients with adverse cytogenetics, we could not identify any group of MRD negative patients with a CIR >40% or with benefit from allograft in first remission. Intensified chemotherapy with the FLAG-Ida regimen was associated with improved outcomes in all subgroups, with greater benefits observed in the highest risk molecular subgroups.
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Affiliation(s)
- Jad Othman
- Faculty of Medicine and Health, University of Sydney, Australia
| | | | - Adam Ivey
- The Alfred Hospital, Melbourne, Australia
| | - Yanis Tazi
- The Rockefeller University, Cornell, MSKCC, NYC, New York, United States
| | | | | | | | | | | | | | | | - Michelle Kleeman
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Pawan Dhami
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Ian Thomas
- Cardiff University, Cardiff, United Kingdom
| | - Sean Johnson
- Centre for Trials Research, Cardiff University, Cardiff, United Kingdom, cardiff, United Kingdom
| | | | | | | | | | | | | | - Mike Dennis
- Christie NHS Foundation Trust, Manchester, United Kingdom
| | | | | | - Brian Jp Huntly
- Wellcome Trust-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, United Kingdom
| | - Nigel H Russell
- Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
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2
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Webster AP, Ecker S, Moghul I, Liu X, Dhami P, Marzi S, Paul DS, Kuxhausen M, Lee SJ, Spellman SR, Wang T, Feber A, Rakyan V, Peggs KS, Beck S. Donor whole blood DNA methylation is not a strong predictor of acute graft versus host disease in unrelated donor allogeneic haematopoietic cell transplantation. Front Genet 2024; 15:1242636. [PMID: 38633407 PMCID: PMC11021570 DOI: 10.3389/fgene.2024.1242636] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 03/04/2024] [Indexed: 04/19/2024] Open
Abstract
Allogeneic hematopoietic cell transplantation (HCT) is used to treat many blood-based disorders and malignancies, however it can also result in serious adverse events, such as the development of acute graft-versus-host disease (aGVHD). This study aimed to develop a donor-specific epigenetic classifier to reduce incidence of aGVHD by improving donor selection. Genome-wide DNA methylation was assessed in a discovery cohort of 288 HCT donors selected based on recipient aGVHD outcome; this cohort consisted of 144 cases with aGVHD grades III-IV and 144 controls with no aGVHD. We applied a machine learning algorithm to identify CpG sites predictive of aGVHD. Receiver operating characteristic (ROC) curve analysis of these sites resulted in a classifier with an encouraging area under the ROC curve (AUC) of 0.91. To test this classifier, we used an independent validation cohort (n = 288) selected using the same criteria as the discovery cohort. Attempts to validate the classifier failed with the AUC falling to 0.51. These results indicate that donor DNA methylation may not be a suitable predictor of aGVHD in an HCT setting involving unrelated donors, despite the initial promising results in the discovery cohort. Our work highlights the importance of independent validation of machine learning classifiers, particularly when developing classifiers intended for clinical use.
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Affiliation(s)
- Amy P. Webster
- UCL Cancer Institute, University College London, London, United Kindom
- The University of Exeter Medical School, University of Exeter, Exeter, United Kindom
| | - Simone Ecker
- UCL Cancer Institute, University College London, London, United Kindom
| | - Ismail Moghul
- UCL Cancer Institute, University College London, London, United Kindom
| | - Xiaohong Liu
- UCL Cancer Institute, University College London, London, United Kindom
| | - Pawan Dhami
- UCL Cancer Institute, University College London, London, United Kindom
- NIHR Biomedical Research Centre, Guy’s Hospital London, London, United Kindom
| | - Sarah Marzi
- Blizard Institute, Barts and the London School of Medicine and Dentistry, London, United Kindom
| | - Dirk S. Paul
- Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kindom
| | - Michelle Kuxhausen
- Center for International Blood and Marrow Transplant Research, NMDP, Minneapolis, United Kindom
| | - Stephanie J. Lee
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, United Kindom
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, United Kindom
| | - Stephen R. Spellman
- Center for International Blood and Marrow Transplant Research, NMDP, Minneapolis, United Kindom
| | - Tao Wang
- Center for International Blood and Marrow Transplant Research, Medical College of Wisconsin, Milwaukee, United Kindom
- Division of Biostatistics, Medical College of Wisconsin, Milwaukee, United Kindom
| | - Andrew Feber
- UCL Cancer Institute, University College London, London, United Kindom
- The Institute of Cancer Research, London, United Kindom
| | - Vardhman Rakyan
- Blizard Institute, Barts and the London School of Medicine and Dentistry, London, United Kindom
| | - Karl S. Peggs
- UCL Cancer Institute, University College London, London, United Kindom
- Department of Haematology, University College London, London, United Kindom
| | - Stephan Beck
- UCL Cancer Institute, University College London, London, United Kindom
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3
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Francis L, McCluskey D, Ganier C, Jiang T, Du-Harpur X, Gabriel J, Dhami P, Kamra Y, Visvanathan S, Barker JN, Smith CH, Capon F, Mahil SK. Single-cell analysis of psoriasis resolution demonstrates an inflammatory fibroblast state targeted by IL-23 blockade. Nat Commun 2024; 15:913. [PMID: 38291032 PMCID: PMC10828502 DOI: 10.1038/s41467-024-44994-w] [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: 04/27/2023] [Accepted: 01/12/2024] [Indexed: 02/01/2024] Open
Abstract
Biologic therapies targeting the IL-23/IL-17 axis have transformed the treatment of psoriasis. However, the early mechanisms of action of these drugs remain poorly understood. Here, we perform longitudinal single-cell RNA-sequencing in affected individuals receiving IL-23 inhibitor therapy. By profiling skin at baseline, day 3 and day 14 of treatment, we demonstrate that IL-23 blockade causes marked gene expression shifts, with fibroblast and myeloid populations displaying the most extensive changes at day 3. We also identify a transient WNT5A+/IL24+ fibroblast state, which is only detectable in lesional skin. In-silico and in-vitro studies indicate that signals stemming from these WNT5A+/IL24+ fibroblasts upregulate multiple inflammatory genes in keratinocytes. Importantly, the abundance of WNT5A+/IL24+ fibroblasts is significantly reduced after treatment. This observation is validated in-silico, by deconvolution of multiple transcriptomic datasets, and experimentally, by RNA in-situ hybridization. These findings demonstrate that the evolution of inflammatory fibroblast states is a key feature of resolving psoriasis skin.
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Affiliation(s)
- Luc Francis
- St John's Institute of Dermatology, King's College London and Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Daniel McCluskey
- Department of Medical and Molecular Genetics, King's College London, London, UK
| | - Clarisse Ganier
- Center of Gene Therapy and Regenerative Medicine, King's College London, London, UK
| | - Treasa Jiang
- St John's Institute of Dermatology, King's College London and Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Xinyi Du-Harpur
- Center of Gene Therapy and Regenerative Medicine, King's College London, London, UK
| | - Jeyrroy Gabriel
- Center of Gene Therapy and Regenerative Medicine, King's College London, London, UK
| | - Pawan Dhami
- Genomics Research Platform, King's College London NIHR Biomedical Research Centre, London, UK
| | - Yogesh Kamra
- Genomics Research Platform, King's College London NIHR Biomedical Research Centre, London, UK
| | | | - Jonathan N Barker
- St John's Institute of Dermatology, King's College London and Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Catherine H Smith
- St John's Institute of Dermatology, King's College London and Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Francesca Capon
- Department of Medical and Molecular Genetics, King's College London, London, UK.
| | - Satveer K Mahil
- St John's Institute of Dermatology, King's College London and Guy's and St Thomas' NHS Foundation Trust, London, UK.
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4
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Neves VCM, Satie Okajima L, Elbahtety E, Joseph S, Daly J, Menon A, Fan D, Volkyte A, Mainas G, Fung K, Dhami P, Pelegrine AA, Sharpe P, Nibali L, Ide M. Repurposing Metformin for periodontal disease management as a form of oral-systemic preventive medicine. J Transl Med 2023; 21:655. [PMID: 37814261 PMCID: PMC10563330 DOI: 10.1186/s12967-023-04456-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 08/19/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND Despite the improvements in treatment over the last decades, periodontal disease (PD) affects millions of people around the world and the only treatment available is based on controlling microbial load. Diabetes is known to increase the risk of PD establishment and progression, and recently, glucose metabolism modulation by pharmaceutical or dietarian means has been emphasised as a significant modulator of non-communicable disease development. METHODS The impact of pharmaceutically controlling glucose metabolism in non-diabetic animals and humans (REBEC, UTN code: U1111-1276-1942) was investigated by repurposing Metformin, as a mean to manage periodontal disease and its associated systemic risk factors. RESULTS We found that glucose metabolism control via use of Metformin aimed at PD management resulted in significant prevention of bone loss during induced periodontal disease and age-related bone loss in vivo. Metformin also influenced the bacterial species present in the oral environment and impacted the metabolic epithelial and stromal responses to bacterial dysbiosis at a single cell level. Systemically, Metformin controlled blood glucose levels and age-related weight gain when used long-term. Translationally, our pilot randomized control trial indicated that systemic Metformin was safe to use in non-diabetic patients and affected the periodontal tissues. During the medication window, patients showed stable levels of systemic blood glucose, lower circulating hsCRP and lower insulin levels after periodontal treatment when compared to placebo. Finally, patients treated with Metformin had improved periodontal parameters when compared to placebo treated patients. CONCLUSION This is the first study to demonstrate that systemic interventions using Metformin in non-diabetic individuals aimed at PD prevention have oral-systemic effects constituting a possible novel form of preventive medicine for oral-systemic disease management.
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Affiliation(s)
- Vitor C M Neves
- Centre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK.
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK.
| | - Luciana Satie Okajima
- Department of Periodontology and Implantology, School of Dentistry, São Leopoldo Mandic, Campinas, Brazil
| | - Eyad Elbahtety
- Centre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK
| | - Susan Joseph
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK
| | - James Daly
- Centre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK
| | - Athul Menon
- NIHR BRC Genomics Research Platform, Guy's and St Thomas' NHS Foundation Trust, King's College London School of Medicine, London, UK
| | - Di Fan
- Centre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK
| | - Ayste Volkyte
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK
| | - Giuseppe Mainas
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK
| | - Kathy Fung
- NIHR BRC Genomics Research Platform, Guy's and St Thomas' NHS Foundation Trust, King's College London School of Medicine, London, UK
| | - Pawan Dhami
- NIHR BRC Genomics Research Platform, Guy's and St Thomas' NHS Foundation Trust, King's College London School of Medicine, London, UK
| | - Andre A Pelegrine
- Department of Periodontology and Implantology, School of Dentistry, São Leopoldo Mandic, Campinas, Brazil
| | - Paul Sharpe
- Centre for Craniofacial and Regenerative Biology, FoDOCS, King's College London, London, UK
- Institute of Animal Physiology and Genetics, Brno, Czech Republic
| | - Luigi Nibali
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK
| | - Mark Ide
- Periodontology Unit, Centre for Host-Microbiome Interactions, FoDOCS, King's College London, London, UK
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5
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Crescioli S, Correa I, Ng J, Willsmore ZN, Laddach R, Chenoweth A, Chauhan J, Di Meo A, Stewart A, Kalliolia E, Alberts E, Adams R, Harris RJ, Mele S, Pellizzari G, Black ABM, Bax HJ, Cheung A, Nakamura M, Hoffmann RM, Terranova-Barberio M, Ali N, Batruch I, Soosaipillai A, Prassas I, Ulndreaj A, Chatanaka MK, Nuamah R, Kannambath S, Dhami P, Geh JLC, MacKenzie Ross AD, Healy C, Grigoriadis A, Kipling D, Karagiannis P, Dunn-Walters DK, Diamandis EP, Tsoka S, Spicer J, Lacy KE, Fraternali F, Karagiannis SN. B cell profiles, antibody repertoire and reactivity reveal dysregulated responses with autoimmune features in melanoma. Nat Commun 2023; 14:3378. [PMID: 37291228 PMCID: PMC10249578 DOI: 10.1038/s41467-023-39042-y] [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: 06/01/2022] [Accepted: 05/23/2023] [Indexed: 06/10/2023] Open
Abstract
B cells are known to contribute to the anti-tumor immune response, especially in immunogenic tumors such as melanoma, yet humoral immunity has not been characterized in these cancers to detail. Here we show comprehensive phenotyping in samples of circulating and tumor-resident B cells as well as serum antibodies in melanoma patients. Memory B cells are enriched in tumors compared to blood in paired samples and feature distinct antibody repertoires, linked to specific isotypes. Tumor-associated B cells undergo clonal expansion, class switch recombination, somatic hypermutation and receptor revision. Compared with blood, tumor-associated B cells produce antibodies with proportionally higher levels of unproductive sequences and distinct complementarity determining region 3 properties. The observed features are signs of affinity maturation and polyreactivity and suggest an active and aberrant autoimmune-like reaction in the tumor microenvironment. Consistent with this, tumor-derived antibodies are polyreactive and characterized by autoantigen recognition. Serum antibodies show reactivity to antigens attributed to autoimmune diseases and cancer, and their levels are higher in patients with active disease compared to post-resection state. Our findings thus reveal B cell lineage dysregulation with distinct antibody repertoire and specificity, alongside clonally-expanded tumor-infiltrating B cells with autoimmune-like features, shaping the humoral immune response in melanoma.
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Affiliation(s)
- Silvia Crescioli
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Isabel Correa
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Joseph Ng
- Randall Centre for Cell and Molecular Biophysics, King's College London, London, UK
- Research Department of Structural and Molecular Biology, University College London, London, UK
| | - Zena N Willsmore
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Roman Laddach
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, London, UK
| | - Alicia Chenoweth
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
| | - Jitesh Chauhan
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Ashley Di Meo
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Alexander Stewart
- School of Biosciences and Medicine, University of Surrey, Guildford, UK
| | - Eleni Kalliolia
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Elena Alberts
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
| | - Rebecca Adams
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Robert J Harris
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Silvia Mele
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Giulia Pellizzari
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Anna B M Black
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Heather J Bax
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Anthony Cheung
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
| | - Mano Nakamura
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Ricarda M Hoffmann
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Manuela Terranova-Barberio
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Niwa Ali
- Peter Gorer Department of Immunobiology, School of Immunology and Microbial Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Centre for Gene Therapy and Regenerative Medicine, School of Basic and Medical Biosciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Ihor Batruch
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | | | - Ioannis Prassas
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Antigona Ulndreaj
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
| | - Miyo K Chatanaka
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
| | - Rosamund Nuamah
- Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Shichina Kannambath
- Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Genomics Facility, Institute of Cancer Research, London, UK
| | - Pawan Dhami
- Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Jenny L C Geh
- St John's Institute of Dermatology, Guy's, King's, and St. Thomas' Hospitals NHS Foundation Trust, London, UK
- Department of Plastic Surgery at Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | | | - Ciaran Healy
- Department of Plastic Surgery at Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Anita Grigoriadis
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
| | - David Kipling
- School of Biosciences and Medicine, University of Surrey, Guildford, UK
| | - Panagiotis Karagiannis
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Eleftherios P Diamandis
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON, Canada
- Department of Clinical Biochemistry, University Health Network, Toronto, ON, Canada
| | - Sophia Tsoka
- Department of Informatics, Faculty of Natural, Mathematical and Engineering Sciences, King's College London, London, UK
| | - James Spicer
- School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK
| | - Katie E Lacy
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK
| | - Franca Fraternali
- Randall Centre for Cell and Molecular Biophysics, King's College London, London, UK
- Research Department of Structural and Molecular Biology, University College London, London, UK
| | - Sophia N Karagiannis
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, King's College London, Guy's Hospital, London, UK.
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King's College London, Guy's Hospital, London, UK.
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6
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Povoleri GAM, Durham LE, Gray EH, Lalnunhlimi S, Kannambath S, Pitcher MJ, Dhami P, Leeuw T, Ryan SE, Steel KJA, Kirkham BW, Taams LS. Psoriatic and rheumatoid arthritis joints differ in the composition of CD8+ tissue-resident memory T cell subsets. Cell Rep 2023; 42:112514. [PMID: 37195862 PMCID: PMC10790246 DOI: 10.1016/j.celrep.2023.112514] [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] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 02/21/2023] [Accepted: 05/01/2023] [Indexed: 05/19/2023] Open
Abstract
CD69+CD103+ tissue-resident memory T (TRM) cells are important drivers of inflammation. To decipher their role in inflammatory arthritis, we apply single-cell, high-dimensional profiling to T cells from the joints of patients with psoriatic arthritis (PsA) or rheumatoid arthritis (RA). We identify three groups of synovial CD8+CD69+CD103+ TRM cells: cytotoxic and regulatory T (Treg)-like TRM cells are present in both PsA and RA, while CD161+CCR6+ type 17-like TRM cells with a pro-inflammatory cytokine profile (IL-17A+TNFα+IFNγ+) are specifically enriched in PsA. In contrast, only one population of CD4+CD69+CD103+ TRM cells is detected and at similarly low frequencies in both diseases. Type 17-like CD8+ TRM cells have a distinct transcriptomic signature and a polyclonal, but distinct, TCR repertoire. Type 17-like cells are also enriched in CD8+CD103- T cells in PsA compared with RA. These findings illustrate differences in the immunopathology of PsA and RA, with a particular enrichment for type 17 CD8+ T cells in the PsA joint.
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Affiliation(s)
- Giovanni A M Povoleri
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Lucy E Durham
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Elizabeth H Gray
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Sylvine Lalnunhlimi
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Shichina Kannambath
- BRC Genomics Core, NIHR Biomedical Research Center, Guy's and St Thomas' NHS Foundation Trust and King's College London, Guy's Hospital, London SE1 9RT, UK
| | - Michael J Pitcher
- Peter Gorer Department of Immunobiology, School of Immunology and Microbial Sciences, King's College London, London SE1 9RT, UK
| | - Pawan Dhami
- BRC Genomics Core, NIHR Biomedical Research Center, Guy's and St Thomas' NHS Foundation Trust and King's College London, Guy's Hospital, London SE1 9RT, UK
| | - Thomas Leeuw
- Immunology & Inflammation Research TA, Sanofi-Aventis Deutschland GmbH, Industriepark Hoechst, 65926 Frankfurt am Main, Germany
| | - Sarah E Ryan
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Kathryn J A Steel
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK
| | - Bruce W Kirkham
- Rheumatology Department, Guy's Hospital, Great Maze Pond, London SE1 9RT, UK
| | - Leonie S Taams
- Centre for Inflammation Biology and Cancer Immunology (CIBCI), Department of Inflammation Biology, School of Immunology & Microbial Sciences, King's College London, London SE1 1UL, UK.
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7
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Tanic M, Emiloju O, Dhami P, Beck S. Abstract 6012: Comparison of pre-analytical methods for DNA methylation analysis of cfDNA. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-6012] [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: 04/07/2023]
Abstract
Abstract
Liquid biopsies in the form of cell-free circulating tumor DNA (ctDNA) isolated from blood plasma or serum have shown great promise to be used as minimally-invasive markers in cancer patients providing an insight into the composition of both primary tumor and metastases, and an opportunity to assess clonal dynamics throughout the course of disease. CtDNA carries not only tumor- specific changes in its sequence but also distinctive epigenetic marks, namely DNA methylation patterns similar to the patterns in the primary tumor. Deregulation of tissue-specific DNA methylation patterns is an early event in carcinogenesis holding great promise to be exploited for early detection of cancer. However, in contrast to mutation detection, targeted DNA methylation sequencing of cfDNA remains a challenge due to low concentration and heavy fragmentation. The limiting step in detection of any analyte is the recovery of the DNA molecules. The pre-analytical steps in the DNA methylation detection pipeline include extraction of cfDNA molecules and their conversion using sodium bisulfite. Bisulfite conversion is a harsh chemical reaction that induces further fragmentation and degradation of already scarce cfDNA. In this study we compared commercial methods for cfDNA extraction and for bisulfite conversion to evaluate the yield, degradation and procedural loss. We compared five commercial kits for cfDNA extraction from blood plasma, three column-based (Qiagen’s QIAamp Circulating nucleic acids kit, Norgen’s Plasma/Serum Cell-Free Circulating DNA Purification and Macherey-Nagel’s NucleoSpin® Plasma XS) and two based on magnetic beads cleanup (Bioo Scientific’s Next Prep magnetic Cell-Free Circulating DNA isolation kitand Applied Biosystems’ Magmax Cell-Free Circulating DNA isolation kit. The kits used for bisulfite conversion were Zymo EZ DNA Methylation Lightning with column based purification and with magnetic beads purification, Zymo EZ DNA Methylation Direct with column based purification and with magnetic bead purification, Qiagen Epitect Fast DNA Bisulfite and Diagenode Premium Bisulfite kits. Same samples were processed by each of the kits, Sample degradation was determined using Agilent Bioanalyzer dsDNA kit. Yield was evaluated by Picogreen, absolute qPCR for single-copy gene and for contamination of gDNA by a B-cell specific assay, while procedural loss was determined based on the recovery of a synthetic spike-in.
Citation Format: Miljana Tanic, Oluwadunni Emiloju, Pawan Dhami, Stephan Beck. Comparison of pre-analytical methods for DNA methylation analysis of cfDNA. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 6012.
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Affiliation(s)
- Miljana Tanic
- 1Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | | | - Pawan Dhami
- 2UCL Cancer Institute, London, United Kingdom
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8
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Owen N, Toms M, Tian Y, Toualbi L, Richardson R, Young R, Tracey‐White D, Dhami P, Beck S, Moosajee M. Loss of the crumbs cell polarity complex disrupts epigenetic transcriptional control and cell cycle progression in the developing retina. J Pathol 2023; 259:441-454. [PMID: 36656098 PMCID: PMC10601974 DOI: 10.1002/path.6056] [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: 07/29/2022] [Revised: 12/22/2022] [Accepted: 01/17/2023] [Indexed: 01/20/2023]
Abstract
The crumbs cell polarity complex plays a crucial role in apical-basal epithelial polarity, cellular adhesion, and morphogenesis. Homozygous variants in human CRB1 result in autosomal recessive Leber congenital amaurosis (LCA) and retinitis pigmentosa (RP), with no established genotype-phenotype correlation. The associated protein complexes have key functions in developmental pathways; however, the underlying disease mechanism remains unclear. Using the oko meduzym289/m289 (crb2a-/- ) zebrafish, we performed integrative transcriptomic (RNA-seq data) and methylomic [reduced representation bisulphite sequencing (RRBS)] analysis of whole retina to identify dysregulated genes and pathways. Delayed retinal cell specification was identified in both the crb2a-/- zebrafish and CRB1 patient-derived retinal organoids, highlighting the dysfunction of cell cycle modulation and epigenetic transcriptional control. Differential DNA methylation analysis revealed novel hypermethylated pathways involving biological adhesion, Hippo, and transforming growth factor β (TGFβ) signalling. By integrating gene expression with DNA methylation using functional epigenetic modules (FEM), we identified six key modules involving cell cycle control and disturbance of TGFβ, bone morphogenetic protein (BMP), Hippo, and SMAD protein signal transduction pathways, revealing significant interactome hotspots relevant to crb2a function and confirming the epigenetic control of gene regulation in early retinal development, which points to a novel mechanism underlying CRB1-retinopathies. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Nicholas Owen
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
- The Francis Crick InstituteLondonUK
| | - Maria Toms
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
- The Francis Crick InstituteLondonUK
| | - Yuan Tian
- Medical Genomics, UCL Cancer InstituteUniversity College LondonLondonUK
| | - Lyes Toualbi
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
- The Francis Crick InstituteLondonUK
| | - Rose Richardson
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
| | - Rodrigo Young
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
| | | | - Pawan Dhami
- Medical Genomics, UCL Cancer InstituteUniversity College LondonLondonUK
| | - Stephan Beck
- Medical Genomics, UCL Cancer InstituteUniversity College LondonLondonUK
| | - Mariya Moosajee
- UCL Institute of OphthalmologyUniversity College LondonLondonUK
- The Francis Crick InstituteLondonUK
- Department of OphthalmologyGreat Ormond Street Hospital for Children NHS Foundation TrustLondonUK
- Department of GeneticsMoorfields Eye Hospital NHS Foundation TrustLondonUK
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9
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Caetano AJ, Redhead Y, Karim F, Dhami P, Kannambath S, Nuamah R, Volponi AA, Nibali L, Booth V, D'Agostino EM, Sharpe PT. Spatially resolved transcriptomics reveals pro-inflammatory fibroblast involved in lymphocyte recruitment through CXCL8 and CXCL10. eLife 2023; 12:81525. [PMID: 36648332 PMCID: PMC9897724 DOI: 10.7554/elife.81525] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 01/16/2023] [Indexed: 01/18/2023] Open
Abstract
The interplay among different cells in a tissue is essential for maintaining homeostasis. Although disease states have been traditionally attributed to individual cell types, increasing evidence and new therapeutic options have demonstrated the primary role of multicellular functions to understand health and disease, opening new avenues to understand pathogenesis and develop new treatment strategies. We recently described the cellular composition and dynamics of the human oral mucosa; however, the spatial arrangement of cells is needed to better understand a morphologically complex tissue. Here, we link single-cell RNA sequencing, spatial transcriptomics, and high-resolution multiplex fluorescence in situ hybridisation to characterise human oral mucosa in health and oral chronic inflammatory disease. We deconvolved expression for resolution enhancement of spatial transcriptomic data and defined highly specialised epithelial and stromal compartments describing location-specific immune programs. Furthermore, we spatially mapped a rare pathogenic fibroblast population localised in a highly immunogenic region, responsible for lymphocyte recruitment through CXCL8 and CXCL10 and with a possible role in pathological angiogenesis through ALOX5AP. Collectively, our study provides a comprehensive reference for the study of oral chronic disease pathogenesis.
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Affiliation(s)
- Ana J Caetano
- Centre for Craniofacial and Regenerative Biology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | - Yushi Redhead
- Centre for Craniofacial and Regenerative Biology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | - Farah Karim
- Centre for Craniofacial and Regenerative Biology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
- Department of Endodontics, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | - Pawan Dhami
- NIHR BRC Genomics Research Platform, Guy’s and St Thomas’ NHS Foundation Trust, King’s College London School of Medicine, Guy’s HospitalLondonUnited Kingdom
| | - Shichina Kannambath
- NIHR BRC Genomics Research Platform, Guy’s and St Thomas’ NHS Foundation Trust, King’s College London School of Medicine, Guy’s HospitalLondonUnited Kingdom
| | - Rosamond Nuamah
- NIHR BRC Genomics Research Platform, Guy’s and St Thomas’ NHS Foundation Trust, King’s College London School of Medicine, Guy’s HospitalLondonUnited Kingdom
| | - Ana A Volponi
- Centre for Craniofacial and Regenerative Biology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | - Luigi Nibali
- Department of Periodontology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | - Veronica Booth
- Department of Periodontology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
| | | | - Paul T Sharpe
- Centre for Craniofacial and Regenerative Biology, Faculty of Dentistry, Oral & Craniofacial Sciences, King’s College LondonLondonUnited Kingdom
- Laboratory of Odontogenesis and Osteogenesis, Institute of Animal Physiology and GeneticsBrnoCzech Republic
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10
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Olaniru OE, Kadolsky U, Kannambath S, Vaikkinen H, Fung K, Dhami P, Persaud SJ. Single-cell transcriptomic and spatial landscapes of the developing human pancreas. Cell Metab 2023; 35:184-199.e5. [PMID: 36513063 DOI: 10.1016/j.cmet.2022.11.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [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: 03/17/2022] [Revised: 10/27/2022] [Accepted: 11/16/2022] [Indexed: 12/15/2022]
Abstract
Current differentiation protocols have not been successful in reproducibly generating fully functional human beta cells in vitro, partly due to incomplete understanding of human pancreas development. Here, we present detailed transcriptomic analysis of the various cell types of the developing human pancreas, including their spatial gene patterns. We integrated single-cell RNA sequencing with spatial transcriptomics at multiple developmental time points and revealed distinct temporal-spatial gene cascades. Cell trajectory inference identified endocrine progenitor populations and branch-specific genes as the progenitors differentiate toward alpha or beta cells. Spatial differentiation trajectories indicated that Schwann cells are spatially co-located with endocrine progenitors, and cell-cell connectivity analysis predicted that they may interact via L1CAM-EPHB2 signaling. Our integrated approach enabled us to identify heterogeneity and multiple lineage dynamics within the mesenchyme, showing that it contributed to the exocrine acinar cell state. Finally, we have generated an interactive web resource for investigating human pancreas development for the research community.
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Affiliation(s)
- Oladapo Edward Olaniru
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, Guy's Campus, London SE1 1UL, UK.
| | - Ulrich Kadolsky
- Genomics Research Platform and Single Cell Laboratory, Biomedical Research Centre, Guy's and St. Thomas' NHS Trust, London, UK; Genomics WA, University of Western Australia, Harry Perkins Institute of Medical Research and Telethon Kids Institute QEII Campus, Nedlands, Perth, WA 6009, Australia
| | - Shichina Kannambath
- Genomics Research Platform and Single Cell Laboratory, Biomedical Research Centre, Guy's and St. Thomas' NHS Trust, London, UK
| | - Heli Vaikkinen
- Genomics Research Platform and Single Cell Laboratory, Biomedical Research Centre, Guy's and St. Thomas' NHS Trust, London, UK
| | - Kathy Fung
- Genomics Research Platform and Single Cell Laboratory, Biomedical Research Centre, Guy's and St. Thomas' NHS Trust, London, UK
| | - Pawan Dhami
- Genomics Research Platform and Single Cell Laboratory, Biomedical Research Centre, Guy's and St. Thomas' NHS Trust, London, UK
| | - Shanta J Persaud
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, Guy's Campus, London SE1 1UL, UK.
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11
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Francis L, McCluskey D, Baudry D, Dhami P, Barker J, Smith C, Capon F, Mahil S. 022 Using single-cell transcriptomics to characterise early mechanisms of disease remission in psoriasis. J Invest Dermatol 2022. [DOI: 10.1016/j.jid.2022.09.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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12
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Castignani C, Gimeno-Valiente F, Larose Cadieux E, Chen K, Mensah N, Chervova O, Watkins T, Dhami P, Vaikkinen H, Saghafinia S, Karasaki T, Hiley C, Feber A, TRACERx C, Demeulemeester J, Tanic M, Beck S, van Loo P, Swanton C, Kanu N. 28P Identification of convergent gene repression mechanisms through integrative genomic and DNA methylation analysis in NSCLC. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
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13
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Gimeno-Valiente F, Castignani C, Larose-Cadieux E, Chen K, Mensah N, Chervova O, Watkins T, Dhami P, Vaikkinen H, Feber A, Consortium TRACER, Demeulemeester J, Tanic M, Beck S, Van Loo P, Swanton C, Kanu N. Abstract 5710: Identification of convergent gene repression mechanisms through integrative genomic and DNA methylation analysis in TRACERx. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-5710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Lung TRACERx is a prominent study employing multi-region and longitudinal multi-omics sequencing to unravel the evolutionary trajectories of lung cancer. Aberrant DNA methylation patterns have been widely described in nearly all human cancers, yet their interplay with DNA mutations in lung cancer is not well understood. Incorporating the contribution of epigenetic modifications to cancer evolution trajectories within TRACERx could improve our understanding of the intricate relationship between genetic and epigenetic changes in non-small cell lung cancer (NSCLC) evolution.
Methods: Multi-region sampling from 38 TRACERx patients including 112 tumor regions and 37 matched normal adjacent tissue samples was performed. Reduced representation bisulfite sequencing (RRBS) was performed to assess DNA methylation and the CAMDAC (Larose-Cadieux et al, 2020) was applied to estimate purified tumor methylation rates and correct for copy number changes. Whole exome sequencing and somatic copy number alterations (SCNAs) were inferred using the ASCAT tool (Van Loo et al, 2010) and Methsig (Pan et al, 2021) was performed to discover new methylation driver genes.
Results: Using multi-region sequencing, we identified ubiquitous hypermethylation of 29 known driver genes in both lung adenocarcinoma (LUAD) and squamous cell lung cancer (LUSC), together with an additional 9 and 27 genes exclusive to LUSC and LUAD, respectively. We also identified 13 and 7 driver genes non-ubiquitously hypermethylated exclusively in LUSC and LUAD, respectively. Using a differential methylation based approach, we describe a method to determine the extent of intra-tumor methylation heterogeneity akin to established ITH scores based on genomics data. In addition, we report the identification of novel subtype-specific methylation driver genes enriched in HOX family members which are related to cancer progression. Through integration of DNA methylation and genomic sequencing data, we identify parallel mechanisms contributing towards ubiquitous tumor suppressor gene alterations. At the patient level, multiple driver genes such as NSD1, GATA3 and MGA were subject to repression by both copy number loss and DNA hypermethylation. Finally, we describe dosage-compensation of genes such as the Notch ligands JAG2 and DLK1 that are proximal to amplified oncogenes and hypermethylated during tumor evolution.
Conclusion: We describe the contribution of DNA methylation and genomic alterations to altering the landscape of NSCLC. Leveraging DNA methylation, we can determine the extent of convergent repression mechanisms in different regions of the same tumor, assess DNA methylation heterogeneity, and discover DNA methylation-based driver genes in NSCLC.
Citation Format: Francisco Gimeno-Valiente, Carla Castignani, Elizabeth Larose-Cadieux, Kezhong Chen, Nana Mensah, Olga Chervova, Thomas Watkins, Pawan Dhami, Heli Vaikkinen, Andrew Feber, TRACERx Consortium, Jonas Demeulemeester, Miljana Tanic, Stephan Beck, Peter Van Loo, Charles Swanton, Nnennaya Kanu. Identification of convergent gene repression mechanisms through integrative genomic and DNA methylation analysis in TRACERx [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5710.
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Affiliation(s)
| | | | | | - Kezhong Chen
- 1University College of London, London, United Kingdom
| | - Nana Mensah
- 2Francis Crick Institute, London, United Kingdom
| | - Olga Chervova
- 1University College of London, London, United Kingdom
| | | | - Pawan Dhami
- 1University College of London, London, United Kingdom
| | | | - Andrew Feber
- 1University College of London, London, United Kingdom
| | - TRACERx Consortium
- 3University College of London and Francis Crick Institute, London, United Kingdom
| | | | - Miljana Tanic
- 1University College of London, London, United Kingdom
| | - Stephan Beck
- 1University College of London, London, United Kingdom
| | | | | | - Nnennaya Kanu
- 1University College of London, London, United Kingdom
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14
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Vesely C, Wong YNS, Childs A, Akarca AU, Dhami P, Vaikkinen H, Conde L, Herrero J, Ogunbiyi O, Gander A, Luong TV, Thirlwell C, Caplin M, Toumpanakis C, Peggs K, Quezada SA, Marafioti T, Meyer T. Systematic Evaluation of the Immune Environment of Small Intestinal Neuroendocrine Tumors. Clin Cancer Res 2022; 28:2657-2668. [PMID: 35320356 PMCID: PMC9359734 DOI: 10.1158/1078-0432.ccr-21-4203] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 02/01/2022] [Accepted: 03/21/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE The immune tumor microenvironment and the potential therapeutic opportunities for immunotherapy in small intestinal neuroendocrine tumors (siNET) have not been fully defined. EXPERIMENTAL DESIGN Herein, we studied 40 patients with primary and synchronous metastatic siNETs, and matched blood and normal tissue obtained during surgery. We interrogated the immune checkpoint landscape using multi-parametric flow cytometry. In addition, matched FFPE tissue was obtained for multi-parametric IHC to determine the relative abundance and distribution of T-cell infiltrate. Tumor mutational burden (TMB) was also assessed and correlated with immune infiltration. RESULTS Effector tumor-infiltrating lymphocytes (TIL) had a higher expression of PD-1 in the tumor microenvironment compared with the periphery. In addition, CD8+ TILs had a significantly higher co-expression of PD-1/ICOS and PD-1/CTLA-4 (cytotoxic T lymphocyte antigen-4) and higher levels of PD-1 expression compared with normal tissue. IHC revealed that the majority of cases have ≤10% intra-tumoral T cells but a higher number of peri-tumoral T cells, demonstrating an "exclusion" phenotype. Finally, we confirmed that siNETs have a low TMB compared with other tumor types in the TCGA database but did not find a correlation between TMB and CD8/Treg ratio. CONCLUSIONS Taken together, these results suggest that a combination therapy approach will be required to enhance the immune response, using PD-1 as a checkpoint immunomodulator backbone in combination with other checkpoint targeting molecules (CTLA-4 or ICOS), or with drugs targeting other pathways to recruit "excluded" T cells into the tumor microenvironment to treat patients with siNETs.
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Affiliation(s)
- Clare Vesely
- UCL Cancer Institute, UCL, London, United Kingdom
| | - Yien Ning Sophia Wong
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | - Alexa Childs
- UCL Cancer Institute, UCL, London, United Kingdom.,Royal Free Hospital, Pond Street, London, United Kingdom
| | | | - Pawan Dhami
- UCL Cancer Institute, UCL, London, United Kingdom
| | | | - Lucia Conde
- UCL Cancer Institute, UCL, London, United Kingdom
| | | | | | - Amir Gander
- Royal Free Hospital, Pond Street, London, United Kingdom
| | - Tu Vinh Luong
- Royal Free Hospital, Pond Street, London, United Kingdom
| | - Chrissie Thirlwell
- UCL Cancer Institute, UCL, London, United Kingdom.,The University of Exeter Medical School, Exeter, United Kingdom
| | - Martyn Caplin
- Royal Free Hospital, Pond Street, London, United Kingdom
| | | | - Karl Peggs
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | - Sergio A. Quezada
- UCL Cancer Institute, UCL, London, United Kingdom.,Cancer Immunology Unit, Research Department of Hematology, UCL Cancer Institute, UCL, London, United Kingdom
| | | | - Tim Meyer
- UCL Cancer Institute, UCL, London, United Kingdom.,Royal Free Hospital, Pond Street, London, United Kingdom.,Corresponding Author: Tim Meyer, UCL Cancer Institute, University College London, 72 Huntley Street, London WC1E 6DD. Phone: 44-207-679-6731; E-mail;
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15
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Tanić M, Moghul I, Rodney S, Dhami P, Vaikkinen H, Ambrose J, Barrett J, Feber A, Beck S. Comparison and imputation-aided integration of five commercial platforms for targeted DNA methylome analysis. Nat Biotechnol 2022; 40:1478-1487. [PMID: 35654977 DOI: 10.1038/s41587-022-01336-9] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 04/28/2022] [Indexed: 11/09/2022]
Abstract
Targeted bisulfite sequencing (TBS) has become the method of choice for the cost-effective, targeted analysis of the human methylome at base-pair resolution. In this study, we benchmarked five commercially available TBS platforms-three hybridization capture-based (Agilent, Roche and Illumina) and two reduced-representation-based (Diagenode and NuGen)-across 11 samples. Two samples were also compared with whole-genome DNA methylation sequencing with the Illumina and Oxford Nanopore platforms. We assessed workflow complexity, on/off-target performance, coverage, accuracy and reproducibility. Although all platforms produced robust and reproducible data, major differences in the number and identity of the CpG sites covered make it difficult to compare datasets generated on different platforms. To overcome this limitation, we applied imputation and show that it improves interoperability from an average of 10.35% (0.8 million) to 97% (7.6 million) common CpG sites. Our study provides guidance on which TBS platform to use for different methylome features and offers an imputation-based harmonization solution that allows comparative, integrative analysis.
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Affiliation(s)
- Miljana Tanić
- University College London, UCL Cancer Institute, London, UK. .,Institute for Oncology and Radiology of Serbia, Experimental Oncology Department, Belgrade, Serbia.
| | - Ismail Moghul
- University College London, UCL Cancer Institute, London, UK
| | - Simon Rodney
- University College London, UCL Cancer Institute, London, UK
| | - Pawan Dhami
- University College London, UCL Cancer Institute, London, UK.,NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, Great Maze Pond, London, UK
| | - Heli Vaikkinen
- NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust, Great Maze Pond, London, UK.,University College London, Genomics and Genome Engineering Translational Technology Platform, London, UK
| | - John Ambrose
- University College London, Bill Lyons Informatics Centre, London, UK
| | - James Barrett
- University College London, UCL Cancer Institute, London, UK
| | - Andrew Feber
- University College London, UCL Cancer Institute, London, UK.,University College London, Division of Surgery and Interventional Science, London, UK.,Royal Marsden Hospital, Molecular Pathology, London, UK
| | - Stephan Beck
- University College London, UCL Cancer Institute, London, UK.
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16
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Steele CD, Abbasi A, Islam SMA, Bowes AL, Khandekar A, Haase K, Hames-Fathi S, Ajayi D, Verfaillie A, Dhami P, McLatchie A, Lechner M, Light N, Shlien A, Malkin D, Feber A, Proszek P, Lesluyes T, Mertens F, Flanagan AM, Tarabichi M, Van Loo P, Alexandrov LB, Pillay N. Signatures of copy number alterations in human cancer. Nature 2022; 606:984-991. [PMID: 35705804 PMCID: PMC9242861 DOI: 10.1038/s41586-022-04738-6] [Citation(s) in RCA: 118] [Impact Index Per Article: 59.0] [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: 04/26/2021] [Accepted: 04/07/2022] [Indexed: 12/15/2022]
Abstract
Gains and losses of DNA are prevalent in cancer and emerge as a consequence of inter-related processes of replication stress, mitotic errors, spindle multipolarity and breakage-fusion-bridge cycles, among others, which may lead to chromosomal instability and aneuploidy1,2. These copy number alterations contribute to cancer initiation, progression and therapeutic resistance3-5. Here we present a conceptual framework to examine the patterns of copy number alterations in human cancer that is widely applicable to diverse data types, including whole-genome sequencing, whole-exome sequencing, reduced representation bisulfite sequencing, single-cell DNA sequencing and SNP6 microarray data. Deploying this framework to 9,873 cancers representing 33 human cancer types from The Cancer Genome Atlas6 revealed a set of 21 copy number signatures that explain the copy number patterns of 97% of samples. Seventeen copy number signatures were attributed to biological phenomena of whole-genome doubling, aneuploidy, loss of heterozygosity, homologous recombination deficiency, chromothripsis and haploidization. The aetiologies of four copy number signatures remain unexplained. Some cancer types harbour amplicon signatures associated with extrachromosomal DNA, disease-specific survival and proto-oncogene gains such as MDM2. In contrast to base-scale mutational signatures, no copy number signature was associated with many known exogenous cancer risk factors. Our results synthesize the global landscape of copy number alterations in human cancer by revealing a diversity of mutational processes that give rise to these alterations.
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Affiliation(s)
- Christopher D Steele
- Research Department of Pathology, Cancer Institute, University College London, London, UK
| | - Ammal Abbasi
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - S M Ashiqul Islam
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Amy L Bowes
- Research Department of Pathology, Cancer Institute, University College London, London, UK
- Cancer Genomics Laboratory, The Francis Crick Institute, London, UK
| | - Azhar Khandekar
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA
| | - Kerstin Haase
- Cancer Genomics Laboratory, The Francis Crick Institute, London, UK
| | - Shadi Hames-Fathi
- Research Department of Pathology, Cancer Institute, University College London, London, UK
| | - Dolapo Ajayi
- Research Department of Pathology, Cancer Institute, University College London, London, UK
| | | | - Pawan Dhami
- CRUK-UCL Cancer Institute Translational Technology Platform (Genomics), London, UK
| | - Alex McLatchie
- CRUK-UCL Cancer Institute Translational Technology Platform (Genomics), London, UK
| | - Matt Lechner
- Research Department of Oncology, UCL Cancer Institute, London, UK
| | - Nicholas Light
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Adam Shlien
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
- Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - David Malkin
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Andrew Feber
- Translational Epigenetics, Division of Molecular Pathology, Institute of Cancer Research, London, UK
- Clinical Genomics, Translational Research Laboratory, Royal Marsden NHS Trust, London, UK
| | - Paula Proszek
- Translational Epigenetics, Division of Molecular Pathology, Institute of Cancer Research, London, UK
- Clinical Genomics, Translational Research Laboratory, Royal Marsden NHS Trust, London, UK
| | - Tom Lesluyes
- Cancer Genomics Laboratory, The Francis Crick Institute, London, UK
| | - Fredrik Mertens
- Division of Clinical Genetics, Department of Laboratory Medicine, Lund University, Lund, Sweden
- Department of Clinical Genetics and Pathology, Division of Laboratory Medicine, Lund, Sweden
| | - Adrienne M Flanagan
- Research Department of Pathology, Cancer Institute, University College London, London, UK
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, UK
| | - Maxime Tarabichi
- Cancer Genomics Laboratory, The Francis Crick Institute, London, UK
- Institute for Interdisciplinary Research, Université Libre de Bruxelles, Brussels, Belgium
| | - Peter Van Loo
- Cancer Genomics Laboratory, The Francis Crick Institute, London, UK
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, UC San Diego, La Jolla, CA, USA.
- Department of Bioengineering, UC San Diego, La Jolla, CA, USA.
- Moores Cancer Center, UC San Diego, La Jolla, CA, USA.
| | - Nischalan Pillay
- Research Department of Pathology, Cancer Institute, University College London, London, UK.
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, UK.
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17
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Siu JHY, Pitcher MJ, Tull TJ, Velounias RL, Guesdon W, Montorsi L, Mahbubani KT, Ellis R, Dhami P, Todd K, Kadolsky UD, Kleeman M, D'Cruz DP, Saeb-Parsy K, Bemark M, Pettigrew GJ, Spencer J. Two subsets of human marginal zone B cells resolved by global analysis of lymphoid tissues and blood. Sci Immunol 2022; 7:eabm9060. [PMID: 35302862 DOI: 10.1126/sciimmunol.abm9060] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
B cells generate antibodies that are essential for immune protection, but their subgroups are poorly defined. Here, we perform undirected deep profiling of B cells in matched human lymphoid tissues from deceased transplant organ donors and blood. In addition to identifying unanticipated features of tissue-based B cell differentiation, we resolve two subsets of marginal zone B (MZB) cells differing in cell surface and transcriptomic profiles, clonal relationships to other subsets, enrichment of genes in the NOTCH pathway, distribution bias within splenic marginal zone microenvironment, and immunoglobulin repertoire diversity and hypermutation frequency. Each subset is present in spleen, gut-associated lymphoid tissue, mesenteric lymph nodes, and blood. MZB cells and the lineage from which they are derived are depleted in lupus nephritis. Here, we show that this depletion is of only one MZB subset. The other remains unchanged as a proportion of total B cells compared with health. Thus, it is important to factor MZB cell heterogeneity into studies of human B cell responses and pathology.
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Affiliation(s)
- Jacqueline H Y Siu
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK
| | - Michael J Pitcher
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
| | - Thomas J Tull
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
| | - Rebekah L Velounias
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
| | - William Guesdon
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
| | - Lucia Montorsi
- School of Cancer Sciences, King's College London, Guy's Campus, London, UK.,Cancer Systems Biology Laboratory, Francis Crick Institute, London, UK
| | - Krishnaa T Mahbubani
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK
| | - Richard Ellis
- NIHR Guy's and St Thomas' Biomedical Research Centre, Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London SE1 9RT, UK
| | - Pawan Dhami
- NIHR Guy's and St Thomas' Biomedical Research Centre, Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London SE1 9RT, UK
| | - Katrina Todd
- NIHR Guy's and St Thomas' Biomedical Research Centre, Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London SE1 9RT, UK
| | - Ulrich D Kadolsky
- NIHR Guy's and St Thomas' Biomedical Research Centre, Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London SE1 9RT, UK
| | - Michelle Kleeman
- NIHR Guy's and St Thomas' Biomedical Research Centre, Guy's and St Thomas NHS Foundation Trust, Guy's Hospital, London SE1 9RT, UK
| | - David P D'Cruz
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
| | - Kourosh Saeb-Parsy
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK
| | - Mats Bemark
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, SE 405 30 Gothenburg, Sweden.,Department of Clinical Immunology and Transfusion Medicine, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Gavin J Pettigrew
- Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK
| | - Jo Spencer
- School of Immunology and Microbial Sciences, King's College London, Guy's Campus, London SE1 9RT, UK
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18
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Childs A, Steele CD, Vesely C, Rizzo FM, Ensell L, Lowe H, Dhami P, Vaikkinen H, Luong TV, Conde L, Herrero J, Caplin M, Toumpanakis C, Thirlwell C, Hartley JA, Pillay N, Meyer T. Whole-genome sequencing of single circulating tumor cells from neuroendocrine neoplasms. Endocr Relat Cancer 2021; 28:631-644. [PMID: 34280125 PMCID: PMC8428071 DOI: 10.1530/erc-21-0179] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 07/16/2021] [Indexed: 11/20/2022]
Abstract
Single-cell profiling of circulating tumor cells (CTCs) as part of a minimally invasive liquid biopsy presents an opportunity to characterize and monitor tumor heterogeneity and evolution in individual patients. In this study, we aimed to compare single-cell copy number variation (CNV) data with tissue and define the degree of intra- and inter-patient genomic heterogeneity. We performed next-generation sequencing (NGS) whole-genome CNV analysis of 125 single CTCs derived from seven patients with neuroendocrine neoplasms (NEN) alongside matched white blood cells (WBC), formalin-fixed paraffin-embedded (FFPE), and fresh frozen (FF) samples. CTC CNV profiling demonstrated recurrent chromosomal alterations in previously reported NEN copy number hotspots, including the prognostically relevant loss of chromosome 18. Unsupervised hierarchical clustering revealed CTCs with distinct clonal lineages as well as significant intra- and inter-patient genomic heterogeneity, including subclonal alterations not detectable by bulk analysis and previously unreported in NEN. Notably, we also demonstrated the presence of genomically distinct CTCs according to the enrichment strategy utilized (EpCAM-dependent vs size-based). This work has significant implications for the identification of therapeutic targets, tracking of evolutionary change, and the implementation of CTC-biomarkers in cancer.
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Affiliation(s)
- Alexa Childs
- UCL Cancer Institute, University College London, London, UK
| | | | - Clare Vesely
- UCL Cancer Institute, University College London, London, UK
| | | | - Leah Ensell
- UCL Cancer Institute, University College London, London, UK
| | - Helen Lowe
- UCL Cancer Institute, University College London, London, UK
| | - Pawan Dhami
- UCL Cancer Institute, University College London, London, UK
| | - Heli Vaikkinen
- UCL Cancer Institute, University College London, London, UK
| | - Tu Vinh Luong
- Department of Histopathology, Royal Free London NHS Foundation Trust, London, UK
| | - Lucia Conde
- UCL Cancer Institute, University College London, London, UK
| | - Javier Herrero
- UCL Cancer Institute, University College London, London, UK
| | - Martyn Caplin
- Department of Gastroenterology, Royal Free London NHS Foundation Trust, London, UK
| | - Christos Toumpanakis
- Department of Gastroenterology, Royal Free London NHS Foundation Trust, London, UK
| | - Christina Thirlwell
- UCL Cancer Institute, University College London, London, UK
- Department of Oncology, Royal Free London NHS Foundation Trust, London, UK
| | - John A Hartley
- UCL Cancer Institute, University College London, London, UK
| | - Nischalan Pillay
- Research Department of Pathology, Cancer Institute, University College London, London, UK
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex, UK
| | - Tim Meyer
- UCL Cancer Institute, University College London, London, UK
- Department of Oncology, Royal Free London NHS Foundation Trust, London, UK
- Correspondence should be addressed to T Meyer:
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19
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Tull TJ, Pitcher MJ, Guesdon W, Siu JH, Lebrero-Fernández C, Zhao Y, Petrov N, Heck S, Ellis R, Dhami P, Kadolsky UD, Kleeman M, Kamra Y, Fear DJ, John S, Jassem W, Groves RW, Sanderson JD, Robson MG, D’Cruz DP, Bemark M, Spencer J. Human marginal zone B cell development from early T2 progenitors. J Exp Med 2021; 218:e20202001. [PMID: 33538776 PMCID: PMC7868795 DOI: 10.1084/jem.20202001] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 11/09/2020] [Accepted: 12/21/2020] [Indexed: 12/11/2022] Open
Abstract
B cells emerge from the bone marrow as transitional (TS) B cells that differentiate through T1, T2, and T3 stages to become naive B cells. We have identified a bifurcation of human B cell maturation from the T1 stage forming IgMhi and IgMlo developmental trajectories. IgMhi T2 cells have higher expression of α4β7 integrin and lower expression of IL-4 receptor (IL4R) compared with the IgMlo branch and are selectively recruited into gut-associated lymphoid tissue. IgMhi T2 cells also share transcriptomic features with marginal zone B cells (MZBs). Lineage progression from T1 cells to MZBs via an IgMhi trajectory is identified by pseudotime analysis of scRNA-sequencing data. Reduced frequency of IgMhi gut-homing T2 cells is observed in severe SLE and is associated with reduction of MZBs and their putative IgMhi precursors. The collapse of the gut-associated MZB maturational axis in severe SLE affirms its existence in health.
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Affiliation(s)
- Thomas J. Tull
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Michael J. Pitcher
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - William Guesdon
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Jacqueline H.Y. Siu
- Department of Surgery, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK
| | - Cristina Lebrero-Fernández
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Yuan Zhao
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Nedyalko Petrov
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | - Susanne Heck
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | - Richard Ellis
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | - Pawan Dhami
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | | | - Michelle Kleeman
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | - Yogesh Kamra
- Biomedical Research Centre, Guy’s and St. Thomas’ NHS Trust, London, UK
| | - David J. Fear
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Susan John
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Wayel Jassem
- Liver Transplant Unit, Institute of Liver Studies, King's College Hospital, Denmark Hill, London, UK
| | - Richard W. Groves
- St John’s Institute of Dermatology, King’s College London, Guy’s Campus, London, UK
| | - Jeremy D. Sanderson
- Department of Gastroenterology, Guy’s and St Thomas’ NHS Trust, Guy’s Hospital, London, UK
| | - Michael G. Robson
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - David P. D’Cruz
- School of Immunology and Microbial Sciences, King’s College London, London, UK
| | - Mats Bemark
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Clinical Immunology and Transfusion Medicine, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Jo Spencer
- School of Immunology and Microbial Sciences, King’s College London, London, UK
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20
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Gimeno-Valiente F, Chen K, Cadieux E, Watkins T, Chervova O, Dhami P, Vaikkinen H, Feber A, Demeulemeester J, Tanic M, Beck S, Van Loo P, Kanu N, Swanton C. 1228P Integrated analysis of gene expression and chromosomal aberrations to determine the global patterns of DNA methylation heterogeneity in the TRACERx lung study. Ann Oncol 2020. [DOI: 10.1016/j.annonc.2020.08.1430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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21
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Steele CD, Tarabichi M, Oukrif D, Webster AP, Ye H, Fittall M, Lombard P, Martincorena I, Tarpey PS, Collord G, Haase K, Strauss SJ, Berisha F, Vaikkinen H, Dhami P, Jansen M, Behjati S, Amary MF, Tirabosco R, Feber A, Campbell PJ, Alexandrov LB, Van Loo P, Flanagan AM, Pillay N. Undifferentiated Sarcomas Develop through Distinct Evolutionary Pathways. Cancer Cell 2019; 35:441-456.e8. [PMID: 30889380 PMCID: PMC6428691 DOI: 10.1016/j.ccell.2019.02.002] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 11/12/2018] [Accepted: 02/06/2019] [Indexed: 01/01/2023]
Abstract
Undifferentiated sarcomas (USARCs) of adults are diverse, rare, and aggressive soft tissue cancers. Recent sequencing efforts have confirmed that USARCs exhibit one of the highest burdens of structural aberrations across human cancer. Here, we sought to unravel the molecular basis of the structural complexity in USARCs by integrating DNA sequencing, ploidy analysis, gene expression, and methylation profiling. We identified whole genome duplication as a prevalent and pernicious force in USARC tumorigenesis. Using mathematical deconvolution strategies to unravel the complex copy-number profiles and mutational timing models we infer distinct evolutionary pathways of these rare cancers. In addition, 15% of tumors exhibited raised mutational burdens that correlated with gene expression signatures of immune infiltration, and good prognosis.
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Affiliation(s)
- Christopher D Steele
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Maxime Tarabichi
- Cancer Genomics Laboratory, The Francis Crick Institute, London NW1 1BF, UK
| | - Dahmane Oukrif
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Amy P Webster
- Department of Cancer Biology, UCL Cancer Institute, University College London, London, UK
| | - Hongtao Ye
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Matthew Fittall
- Cancer Genomics Laboratory, The Francis Crick Institute, London NW1 1BF, UK
| | - Patrick Lombard
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Iñigo Martincorena
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Patrick S Tarpey
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Grace Collord
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Kerstin Haase
- Cancer Genomics Laboratory, The Francis Crick Institute, London NW1 1BF, UK
| | - Sandra J Strauss
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK; Department of Oncology, University College London Hospital NHS Foundation Trust, London, NW1 2PG, UK
| | - Fitim Berisha
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Heli Vaikkinen
- Genomics and Genome Engineering Core Facility, CRUK-UCL Centre, Cancer Institute, University College London, London WC1E 6BT, UK; Research Department of Oncology, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Pawan Dhami
- Genomics and Genome Engineering Core Facility, CRUK-UCL Centre, Cancer Institute, University College London, London WC1E 6BT, UK
| | - Marnix Jansen
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK; Department of Cellular Pathology, University College London Hospital NHS Foundation Trust, London NW1 2BU, UK
| | - Sam Behjati
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK; Department of Paediatrics, University of Cambridge, Cambridge CB2 0QQ, UK
| | - M Fernanda Amary
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Roberto Tirabosco
- Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Andrew Feber
- Department of Targeted Intervention, Division of Surgery and Interventional Science, University College London, London WC1E 6BT, UK
| | - Peter J Campbell
- Cancer Genome Project, Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK; Department of Haematology, University of Cambridge, Hills Road, Cambridge CB2 2XY, UK
| | - Ludmil B Alexandrov
- Department of Cellular and Molecular Medicine, University of California, San Diego 92093, USA
| | - Peter Van Loo
- Cancer Genomics Laboratory, The Francis Crick Institute, London NW1 1BF, UK; Department of Human Genetics, University of Leuven, 3000 Leuven, Belgium
| | - Adrienne M Flanagan
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK; Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK
| | - Nischalan Pillay
- Research Department of Pathology, Cancer Institute, University College London, London WC1E 6BT, UK; Department of Cellular and Molecular Pathology, Royal National Orthopaedic Hospital NHS Trust, Stanmore, Middlesex HA7 4LP, UK.
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22
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Dhami P, Atluri S, Lee J, Knyahntska Y, Courtney D, Shim S, Voineskos A, Croarkin P, Blumberger D, Daskalakis Z, Farzan F. Youth treatment resistant depression and TMS-EEG: insight into neurophysiological alterations of inhibition, excitability, and connectivity in depressed youth prior to rTMS therapy. Brain Stimul 2019. [DOI: 10.1016/j.brs.2018.12.796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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23
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Maher GJ, Ralph HK, Ding Z, Koelling N, Mlcochova H, Giannoulatou E, Dhami P, Paul DS, Stricker SH, Beck S, McVean G, Wilkie AOM, Goriely A. Selfish mutations dysregulating RAS-MAPK signaling are pervasive in aged human testes. Genome Res 2018; 28:1779-1790. [PMID: 30355600 PMCID: PMC6280762 DOI: 10.1101/gr.239186.118] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 10/20/2018] [Indexed: 02/07/2023]
Abstract
Mosaic mutations present in the germline have important implications for reproductive risk and disease transmission. We previously demonstrated a phenomenon occurring in the male germline, whereby specific mutations arising spontaneously in stem cells (spermatogonia) lead to clonal expansion, resulting in elevated mutation levels in sperm over time. This process, termed "selfish spermatogonial selection," explains the high spontaneous birth prevalence and strong paternal age-effect of disorders such as achondroplasia and Apert, Noonan and Costello syndromes, with direct experimental evidence currently available for specific positions of six genes (FGFR2, FGFR3, RET, PTPN11, HRAS, and KRAS). We present a discovery screen to identify novel mutations and genes showing evidence of positive selection in the male germline, by performing massively parallel simplex PCR using RainDance technology to interrogate mutational hotspots in 67 genes (51.5 kb in total) in 276 biopsies of testes from five men (median age, 83 yr). Following ultradeep sequencing (about 16,000×), development of a low-frequency variant prioritization strategy, and targeted validation, we identified 61 distinct variants present at frequencies as low as 0.06%, including 54 variants not previously directly associated with selfish selection. The majority (80%) of variants identified have previously been implicated in developmental disorders and/or oncogenesis and include mutations in six newly associated genes (BRAF, CBL, MAP2K1, MAP2K2, RAF1, and SOS1), all of which encode components of the RAS-MAPK pathway and activate signaling. Our findings extend the link between mutations dysregulating the RAS-MAPK pathway and selfish selection, and show that the aging male germline is a repository for such deleterious mutations.
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Affiliation(s)
- Geoffrey J Maher
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Hannah K Ralph
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Zhihao Ding
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Nils Koelling
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Hana Mlcochova
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Eleni Giannoulatou
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Pawan Dhami
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, United Kingdom
| | - Dirk S Paul
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, United Kingdom
| | - Stefan H Stricker
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, United Kingdom
| | - Stephan Beck
- Medical Genomics, UCL Cancer Institute, University College London, London WC1E 6BT, United Kingdom
| | - Gilean McVean
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom
| | - Andrew O M Wilkie
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
| | - Anne Goriely
- Clinical Genetics Group, MRC-Weatherall Institute of Molecular Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom.,Nuffield Division of Clinical Laboratory Sciences, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DS, United Kingdom
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24
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Feber A, Dhami P, Dong L, de Winter P, Tan WS, Martínez-Fernández M, Paul DS, Hynes-Allen A, Rezaee S, Gurung P, Rodney S, Mehmood A, Villacampa F, de la Rosa F, Jameson C, Cheng KK, Zeegers MP, Bryan RT, James ND, Paramio JM, Freeman A, Beck S, Kelly JD. UroMark-a urinary biomarker assay for the detection of bladder cancer. Clin Epigenetics 2017; 9:8. [PMID: 28163793 PMCID: PMC5282868 DOI: 10.1186/s13148-016-0303-5] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 12/12/2016] [Indexed: 11/10/2022] Open
Abstract
Background Bladder cancer (BC) is one of the most common cancers in the western world and ranks as the most expensive to manage, due to the need for cystoscopic examination. BC shows frequent changes in DNA methylation, and several studies have shown the potential utility of urinary biomarkers by detecting epigenetic alterations in voided urine. The aim of this study is to develop a targeted bisulfite next-generation sequencing assay to diagnose BC from urine with high sensitivity and specificity. Results We defined a 150 CpG loci biomarker panel from a cohort of 86 muscle-invasive bladder cancers and 30 normal urothelium. Based on this panel, we developed the UroMark assay, a next-generation bisulphite sequencing assay and analysis pipeline for the detection of bladder cancer from urinary sediment DNA. The 150 loci UroMark assay was validated in an independent cohort (n = 274, non-cancer (n = 167) and bladder cancer (n = 107)) voided urine samples with an AUC of 97%. The UroMark classifier sensitivity of 98%, specificity of 97% and NPV of 97% for the detection of primary BC was compared to non-BC urine. Conclusions Epigenetic urinary biomarkers for detection of BC have the potential to revolutionise the management of this disease. In this proof of concept study, we show the development and utility of a novel high-throughput, next-generation sequencing-based biomarker for the detection of BC-specific epigenetic alterations in urine. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0303-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Andrew Feber
- UCL Cancer Institute, University College London, London, UK
| | - Pawan Dhami
- UCL Cancer Institute, University College London, London, UK
| | - Liqin Dong
- UCL Cancer Institute, University College London, London, UK
| | - Patricia de Winter
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
| | - Wei Shen Tan
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
| | - Mónica Martínez-Fernández
- Molecular Oncology Unit, CIEMAT (ed70A), Madrid, Spain & Biomedical Research Institute I+12, Universitary Hospistal 12 de Octubre, Av Cordoba s/n. 28041, Madrid, Spain.,Centro de Investigación, Biomédica en Red de Cáncer (CIBER ONC), Madrid, Spain
| | - Dirk S Paul
- UCL Cancer Institute, University College London, London, UK
| | - Antony Hynes-Allen
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
| | - Sheida Rezaee
- UCL Cancer Institute, University College London, London, UK
| | - Pratik Gurung
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK.,School of Cancer Sciences, University of Birmingham, Birmingham, UK
| | - Simon Rodney
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
| | - Ahmed Mehmood
- Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
| | - Felipe Villacampa
- Uro-oncology Section & Biomedical Research Institute I+12, Universitary Hospital 12 de Octubre, Av Córdoba s/n. 28041, Madrid, Spain.,Centro de Investigación, Biomédica en Red de Cáncer (CIBER ONC), Madrid, Spain
| | - Federico de la Rosa
- Uro-oncology Section & Biomedical Research Institute I+12, Universitary Hospital 12 de Octubre, Av Córdoba s/n. 28041, Madrid, Spain.,Centro de Investigación, Biomédica en Red de Cáncer (CIBER ONC), Madrid, Spain
| | - Charles Jameson
- Department of Histopathology, University College London Hospital, London, UK
| | - Kar Keung Cheng
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Maurice P Zeegers
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK.,School for Public Health and Primary Care, Maastricht University, Maastricht, Netherlands
| | - Richard T Bryan
- School of Cancer Sciences, University of Birmingham, Birmingham, UK
| | | | - Jesus M Paramio
- Molecular Oncology Unit, CIEMAT (ed70A), Madrid, Spain & Biomedical Research Institute I+12, Universitary Hospistal 12 de Octubre, Av Cordoba s/n. 28041, Madrid, Spain.,Centro de Investigación, Biomédica en Red de Cáncer (CIBER ONC), Madrid, Spain
| | - Alex Freeman
- Department of Histopathology, University College London Hospital, London, UK
| | - Stephan Beck
- UCL Cancer Institute, University College London, London, UK
| | - John D Kelly
- UCL Cancer Institute, University College London, London, UK.,Division of Surgery & Interventional Science, UCL Medical School, University College London, London, UK
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25
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Gregory SG, Barlow KF, McLay KE, Kaul R, Swarbreck D, Dunham A, Scott CE, Howe KL, Woodfine K, Spencer CCA, Jones MC, Gillson C, Searle S, Zhou Y, Kokocinski F, McDonald L, Evans R, Phillips K, Atkinson A, Cooper R, Jones C, Hall RE, Andrews TD, Lloyd C, Ainscough R, Almeida JP, Ambrose KD, Anderson F, Andrew RW, Ashwell RIS, Aubin K, Babbage AK, Bagguley CL, Bailey J, Banerjee R, Beasley H, Bethel G, Bird CP, Bray-Allen S, Brown JY, Brown AJ, Bryant SP, Buckley D, Burford DC, Burrill WDH, Burton J, Bye J, Carder C, Chapman JC, Clark SY, Clarke G, Clee C, Clegg SM, Cobley V, Collier RE, Corby N, Coville GJ, Davies J, Deadman R, Dhami P, Dovey O, Dunn M, Earthrowl M, Ellington AG, Errington H, Faulkner LM, Frankish A, Frankland J, French L, Garner P, Garnett J, Gay L, Ghori MRJ, Gibson R, Gilby LM, Gillett W, Glithero RJ, Grafham DV, Gribble SM, Griffiths C, Griffiths-Jones S, Grocock R, Hammond S, Harrison ESI, Hart E, Haugen E, Heath PD, Holmes S, Holt K, Howden PJ, Hunt AR, Hunt SE, Hunter G, Isherwood J, James R, Johnson C, Johnson D, Joy A, Kay M, Kershaw JK, Kibukawa M, Kimberley AM, King A, Knights AJ, Lad H, Laird G, Langford CF, Lawlor S, Leongamornlert DA, Lloyd DM, Loveland J, Lovell J, Lush MJ, Lyne R, Martin S, Mashreghi-Mohammadi M, Matthews L, Matthews NSW, McLaren S, Milne S, Mistry S, oore MJFM, Nickerson T, O'Dell CN, Oliver K, Palmeiri A, Palmer SA, Pandian RD, Parker A, Patel D, Pearce AV, Peck AI, Pelan S, Phelps K, Phillimore BJ, Plumb R, Porter KM, Prigmore E, Rajan J, Raymond C, Rouse G, Saenphimmachak C, Sehra HK, Sheridan E, Shownkeen R, Sims S, Skuce CD, Smith M, Steward C, Subramanian S, Sycamore N, Tracey A, Tromans A, Van Helmond Z, Wall J. M. Wallis M, White S, Whitehead SL, Wilkinson JE, Willey DL, Williams H, Wilming L, Wray PW, Wu Z, Coulson A, Vaudin M, Sulston JE, Durbin R, Hubbard T, Wooster R, Dunham I, Carter NP, McVean G, Ross MT, Harrow J, Olson MV, Beck S, Rogers J, Bentley DR. Erratum: The DNA sequence and biological annotation of human chromosome 1. Nature 2006. [DOI: 10.1038/nature05152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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26
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Follows GA, Dhami P, Göttgens B, Bruce AW, Campbell PJ, Dillon SC, Smith AM, Koch C, Donaldson IJ, Scott MA, Dunham I, Janes ME, Vetrie D, Green AR. Identifying gene regulatory elements by genomic microarray mapping of DNaseI hypersensitive sites. Genome Res 2006; 16:1310-9. [PMID: 16963707 PMCID: PMC1581440 DOI: 10.1101/gr.5373606] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [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
The identification of cis-regulatory elements is central to understanding gene transcription. Hypersensitivity of cis-regulatory elements to digestion with DNaseI remains the gold-standard approach to locating such elements. Traditional methods used to identify DNaseI hypersensitive sites are cumbersome and can only be applied to short stretches of DNA at defined locations. Here we report the development of a novel genomic array-based approach to DNaseI hypersensitive site mapping (ADHM) that permits precise, large-scale identification of such sites from as few as 5 million cells. Using ADHM we identified all previously recognized hematopoietic regulatory elements across 200 kb of the mouse T-cell acute lymphocytic leukemia-1 (Tal1) locus, and, in addition, identified two novel elements within the locus, which show transcriptional regulatory activity. We further validated the ADHM protocol by mapping the DNaseI hypersensitive sites across 250 kb of the human TAL1 locus in CD34+ primary stem/progenitor cells and K562 cells and by mapping the previously known DNaseI hypersensitive sites across 240 kb of the human alpha-globin locus in K562 cells. ADHM provides a powerful approach to identifying DNaseI hypersensitive sites across large genomic regions.
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Affiliation(s)
- George A Follows
- Department of Haematology, Cambridge Institute for Medical Research, University of Cambridge, Cambridge, CB2 2XY, United Kingdom.
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27
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Gregory SG, Barlow KF, McLay KE, Kaul R, Swarbreck D, Dunham A, Scott CE, Howe KL, Woodfine K, Spencer CCA, Jones MC, Gillson C, Searle S, Zhou Y, Kokocinski F, McDonald L, Evans R, Phillips K, Atkinson A, Cooper R, Jones C, Hall RE, Andrews TD, Lloyd C, Ainscough R, Almeida JP, Ambrose KD, Anderson F, Andrew RW, Ashwell RIS, Aubin K, Babbage AK, Bagguley CL, Bailey J, Beasley H, Bethel G, Bird CP, Bray-Allen S, Brown JY, Brown AJ, Buckley D, Burton J, Bye J, Carder C, Chapman JC, Clark SY, Clarke G, Clee C, Cobley V, Collier RE, Corby N, Coville GJ, Davies J, Deadman R, Dunn M, Earthrowl M, Ellington AG, Errington H, Frankish A, Frankland J, French L, Garner P, Garnett J, Gay L, Ghori MRJ, Gibson R, Gilby LM, Gillett W, Glithero RJ, Grafham DV, Griffiths C, Griffiths-Jones S, Grocock R, Hammond S, Harrison ESI, Hart E, Haugen E, Heath PD, Holmes S, Holt K, Howden PJ, Hunt AR, Hunt SE, Hunter G, Isherwood J, James R, Johnson C, Johnson D, Joy A, Kay M, Kershaw JK, Kibukawa M, Kimberley AM, King A, Knights AJ, Lad H, Laird G, Lawlor S, Leongamornlert DA, Lloyd DM, Loveland J, Lovell J, Lush MJ, Lyne R, Martin S, Mashreghi-Mohammadi M, Matthews L, Matthews NSW, McLaren S, Milne S, Mistry S, Moore MJF, Nickerson T, O'Dell CN, Oliver K, Palmeiri A, Palmer SA, Parker A, Patel D, Pearce AV, Peck AI, Pelan S, Phelps K, Phillimore BJ, Plumb R, Rajan J, Raymond C, Rouse G, Saenphimmachak C, Sehra HK, Sheridan E, Shownkeen R, Sims S, Skuce CD, Smith M, Steward C, Subramanian S, Sycamore N, Tracey A, Tromans A, Van Helmond Z, Wall M, Wallis JM, White S, Whitehead SL, Wilkinson JE, Willey DL, Williams H, Wilming L, Wray PW, Wu Z, Coulson A, Vaudin M, Sulston JE, Durbin R, Hubbard T, Wooster R, Dunham I, Carter NP, McVean G, Ross MT, Harrow J, Olson MV, Beck S, Rogers J, Bentley DR, Banerjee R, Bryant SP, Burford DC, Burrill WDH, Clegg SM, Dhami P, Dovey O, Faulkner LM, Gribble SM, Langford CF, Pandian RD, Porter KM, Prigmore E. The DNA sequence and biological annotation of human chromosome 1. Nature 2006; 441:315-21. [PMID: 16710414 DOI: 10.1038/nature04727] [Citation(s) in RCA: 170] [Impact Index Per Article: 9.4] [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: 12/24/2005] [Accepted: 03/13/2006] [Indexed: 11/08/2022]
Abstract
The reference sequence for each human chromosome provides the framework for understanding genome function, variation and evolution. Here we report the finished sequence and biological annotation of human chromosome 1. Chromosome 1 is gene-dense, with 3,141 genes and 991 pseudogenes, and many coding sequences overlap. Rearrangements and mutations of chromosome 1 are prevalent in cancer and many other diseases. Patterns of sequence variation reveal signals of recent selection in specific genes that may contribute to human fitness, and also in regions where no function is evident. Fine-scale recombination occurs in hotspots of varying intensity along the sequence, and is enriched near genes. These and other studies of human biology and disease encoded within chromosome 1 are made possible with the highly accurate annotated sequence, as part of the completed set of chromosome sequences that comprise the reference human genome.
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Affiliation(s)
- S G Gregory
- The Wellcome Trust Sanger Institute, The Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, UK.
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28
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Humphray SJ, Oliver K, Hunt AR, Plumb RW, Loveland JE, Howe KL, Andrews TD, Searle S, Hunt SE, Scott CE, Jones MC, Ainscough R, Almeida JP, Ambrose KD, Ashwell RIS, Babbage AK, Babbage S, Bagguley CL, Bailey J, Banerjee R, Barker DJ, Barlow KF, Bates K, Beasley H, Beasley O, Bird CP, Bray-Allen S, Brown AJ, Brown JY, Burford D, Burrill W, Burton J, Carder C, Carter NP, Chapman JC, Chen Y, Clarke G, Clark SY, Clee CM, Clegg S, Collier RE, Corby N, Crosier M, Cummings AT, Davies J, Dhami P, Dunn M, Dutta I, Dyer LW, Earthrowl ME, Faulkner L, Fleming CJ, Frankish A, Frankland JA, French L, Fricker DG, Garner P, Garnett J, Ghori J, Gilbert JGR, Glison C, Grafham DV, Gribble S, Griffiths C, Griffiths-Jones S, Grocock R, Guy J, Hall RE, Hammond S, Harley JL, Harrison ESI, Hart EA, Heath PD, Henderson CD, Hopkins BL, Howard PJ, Howden PJ, Huckle E, Johnson C, Johnson D, Joy AA, Kay M, Keenan S, Kershaw JK, Kimberley AM, King A, Knights A, Laird GK, Langford C, Lawlor S, Leongamornlert DA, Leversha M, Lloyd C, Lloyd DM, Lovell J, Martin S, Mashreghi-Mohammadi M, Matthews L, McLaren S, McLay KE, McMurray A, Milne S, Nickerson T, Nisbett J, Nordsiek G, Pearce AV, Peck AI, Porter KM, Pandian R, Pelan S, Phillimore B, Povey S, Ramsey Y, Rand V, Scharfe M, Sehra HK, Shownkeen R, Sims SK, Skuce CD, Smith M, Steward CA, Swarbreck D, Sycamore N, Tester J, Thorpe A, Tracey A, Tromans A, Thomas DW, Wall M, Wallis JM, West AP, Whitehead SL, Willey DL, Williams SA, Wilming L, Wray PW, Young L, Ashurst JL, Coulson A, Blöcker H, Durbin R, Sulston JE, Hubbard T, Jackson MJ, Bentley DR, Beck S, Rogers J, Dunham I. DNA sequence and analysis of human chromosome 9. Nature 2004; 429:369-74. [PMID: 15164053 PMCID: PMC2734081 DOI: 10.1038/nature02465] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2003] [Accepted: 03/08/2004] [Indexed: 11/09/2022]
Abstract
Chromosome 9 is highly structurally polymorphic. It contains the largest autosomal block of heterochromatin, which is heteromorphic in 6-8% of humans, whereas pericentric inversions occur in more than 1% of the population. The finished euchromatic sequence of chromosome 9 comprises 109,044,351 base pairs and represents >99.6% of the region. Analysis of the sequence reveals many intra- and interchromosomal duplications, including segmental duplications adjacent to both the centromere and the large heterochromatic block. We have annotated 1,149 genes, including genes implicated in male-to-female sex reversal, cancer and neurodegenerative disease, and 426 pseudogenes. The chromosome contains the largest interferon gene cluster in the human genome. There is also a region of exceptionally high gene and G + C content including genes paralogous to those in the major histocompatibility complex. We have also detected recently duplicated genes that exhibit different rates of sequence divergence, presumably reflecting natural selection.
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Affiliation(s)
- S J Humphray
- The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
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29
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Deloukas P, Earthrowl ME, Grafham DV, Rubenfield M, French L, Steward CA, Sims SK, Jones MC, Searle S, Scott C, Howe K, Hunt SE, Andrews TD, Gilbert JGR, Swarbreck D, Ashurst JL, Taylor A, Battles J, Bird CP, Ainscough R, Almeida JP, Ashwell RIS, Ambrose KD, Babbage AK, Bagguley CL, Bailey J, Banerjee R, Bates K, Beasley H, Bray-Allen S, Brown AJ, Brown JY, Burford DC, Burrill W, Burton J, Cahill P, Camire D, Carter NP, Chapman JC, Clark SY, Clarke G, Clee CM, Clegg S, Corby N, Coulson A, Dhami P, Dutta I, Dunn M, Faulkner L, Frankish A, Frankland JA, Garner P, Garnett J, Gribble S, Griffiths C, Grocock R, Gustafson E, Hammond S, Harley JL, Hart E, Heath PD, Ho TP, Hopkins B, Horne J, Howden PJ, Huckle E, Hynds C, Johnson C, Johnson D, Kana A, Kay M, Kimberley AM, Kershaw JK, Kokkinaki M, Laird GK, Lawlor S, Lee HM, Leongamornlert DA, Laird G, Lloyd C, Lloyd DM, Loveland J, Lovell J, McLaren S, McLay KE, McMurray A, Mashreghi-Mohammadi M, Matthews L, Milne S, Nickerson T, Nguyen M, Overton-Larty E, Palmer SA, Pearce AV, Peck AI, Pelan S, Phillimore B, Porter K, Rice CM, Rogosin A, Ross MT, Sarafidou T, Sehra HK, Shownkeen R, Skuce CD, Smith M, Standring L, Sycamore N, Tester J, Thorpe A, Torcasso W, Tracey A, Tromans A, Tsolas J, Wall M, Walsh J, Wang H, Weinstock K, West AP, Willey DL, Whitehead SL, Wilming L, Wray PW, Young L, Chen Y, Lovering RC, Moschonas NK, Siebert R, Fechtel K, Bentley D, Durbin R, Hubbard T, Doucette-Stamm L, Beck S, Smith DR, Rogers J. The DNA sequence and comparative analysis of human chromosome 10. Nature 2004; 429:375-81. [PMID: 15164054 DOI: 10.1038/nature02462] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2003] [Accepted: 03/09/2004] [Indexed: 11/08/2022]
Abstract
The finished sequence of human chromosome 10 comprises a total of 131,666,441 base pairs. It represents 99.4% of the euchromatic DNA and includes one megabase of heterochromatic sequence within the pericentromeric region of the short and long arm of the chromosome. Sequence annotation revealed 1,357 genes, of which 816 are protein coding, and 430 are pseudogenes. We observed widespread occurrence of overlapping coding genes (either strand) and identified 67 antisense transcripts. Our analysis suggests that both inter- and intrachromosomal segmental duplications have impacted on the gene count on chromosome 10. Multispecies comparative analysis indicated that we can readily annotate the protein-coding genes with current resources. We estimate that over 95% of all coding exons were identified in this study. Assessment of single base changes between the human chromosome 10 and chimpanzee sequence revealed nonsense mutations in only 21 coding genes with respect to the human sequence.
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Affiliation(s)
- P Deloukas
- The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton CB10 1SA, UK.
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30
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Dunham A, Matthews LH, Burton J, Ashurst JL, Howe KL, Ashcroft KJ, Beare DM, Burford DC, Hunt SE, Griffiths-Jones S, Jones MC, Keenan SJ, Oliver K, Scott CE, Ainscough R, Almeida JP, Ambrose KD, Andrews DT, Ashwell RIS, Babbage AK, Bagguley CL, Bailey J, Bannerjee R, Barlow KF, Bates K, Beasley H, Bird CP, Bray-Allen S, Brown AJ, Brown JY, Burrill W, Carder C, Carter NP, Chapman JC, Clamp ME, Clark SY, Clarke G, Clee CM, Clegg SCM, Cobley V, Collins JE, Corby N, Coville GJ, Deloukas P, Dhami P, Dunham I, Dunn M, Earthrowl ME, Ellington AG, Faulkner L, Frankish AG, Frankland J, French L, Garner P, Garnett J, Gilbert JGR, Gilson CJ, Ghori J, Grafham DV, Gribble SM, Griffiths C, Hall RE, Hammond S, Harley JL, Hart EA, Heath PD, Howden PJ, Huckle EJ, Hunt PJ, Hunt AR, Johnson C, Johnson D, Kay M, Kimberley AM, King A, Laird GK, Langford CJ, Lawlor S, Leongamornlert DA, Lloyd DM, Lloyd C, Loveland JE, Lovell J, Martin S, Mashreghi-Mohammadi M, McLaren SJ, McMurray A, Milne S, Moore MJF, Nickerson T, Palmer SA, Pearce AV, Peck AI, Pelan S, Phillimore B, Porter KM, Rice CM, Searle S, Sehra HK, Shownkeen R, Skuce CD, Smith M, Steward CA, Sycamore N, Tester J, Thomas DW, Tracey A, Tromans A, Tubby B, Wall M, Wallis JM, West AP, Whitehead SL, Willey DL, Wilming L, Wray PW, Wright MW, Young L, Coulson A, Durbin R, Hubbard T, Sulston JE, Beck S, Bentley DR, Rogers J, Ross MT. The DNA sequence and analysis of human chromosome 13. Nature 2004; 428:522-8. [PMID: 15057823 PMCID: PMC2665288 DOI: 10.1038/nature02379] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2003] [Accepted: 01/27/2004] [Indexed: 12/14/2022]
Abstract
Chromosome 13 is the largest acrocentric human chromosome. It carries genes involved in cancer including the breast cancer type 2 (BRCA2) and retinoblastoma (RB1) genes, is frequently rearranged in B-cell chronic lymphocytic leukaemia, and contains the DAOA locus associated with bipolar disorder and schizophrenia. We describe completion and analysis of 95.5 megabases (Mb) of sequence from chromosome 13, which contains 633 genes and 296 pseudogenes. We estimate that more than 95.4% of the protein-coding genes of this chromosome have been identified, on the basis of comparison with other vertebrate genome sequences. Additionally, 105 putative non-coding RNA genes were found. Chromosome 13 has one of the lowest gene densities (6.5 genes per Mb) among human chromosomes, and contains a central region of 38 Mb where the gene density drops to only 3.1 genes per Mb.
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Affiliation(s)
- A Dunham
- The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SA, UK.
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31
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Mungall AJ, Palmer SA, Sims SK, Edwards CA, Ashurst JL, Wilming L, Jones MC, Horton R, Hunt SE, Scott CE, Gilbert JGR, Clamp ME, Bethel G, Milne S, Ainscough R, Almeida JP, Ambrose KD, Andrews TD, Ashwell RIS, Babbage AK, Bagguley CL, Bailey J, Banerjee R, Barker DJ, Barlow KF, Bates K, Beare DM, Beasley H, Beasley O, Bird CP, Blakey S, Bray-Allen S, Brook J, Brown AJ, Brown JY, Burford DC, Burrill W, Burton J, Carder C, Carter NP, Chapman JC, Clark SY, Clark G, Clee CM, Clegg S, Cobley V, Collier RE, Collins JE, Colman LK, Corby NR, Coville GJ, Culley KM, Dhami P, Davies J, Dunn M, Earthrowl ME, Ellington AE, Evans KA, Faulkner L, Francis MD, Frankish A, Frankland J, French L, Garner P, Garnett J, Ghori MJR, Gilby LM, Gillson CJ, Glithero RJ, Grafham DV, Grant M, Gribble S, Griffiths C, Griffiths M, Hall R, Halls KS, Hammond S, Harley JL, Hart EA, Heath PD, Heathcott R, Holmes SJ, Howden PJ, Howe KL, Howell GR, Huckle E, Humphray SJ, Humphries MD, Hunt AR, Johnson CM, Joy AA, Kay M, Keenan SJ, Kimberley AM, King A, Laird GK, Langford C, Lawlor S, Leongamornlert DA, Leversha M, Lloyd CR, Lloyd DM, Loveland JE, Lovell J, Martin S, Mashreghi-Mohammadi M, Maslen GL, Matthews L, McCann OT, McLaren SJ, McLay K, McMurray A, Moore MJF, Mullikin JC, Niblett D, Nickerson T, Novik KL, Oliver K, Overton-Larty EK, Parker A, Patel R, Pearce AV, Peck AI, Phillimore B, Phillips S, Plumb RW, Porter KM, Ramsey Y, Ranby SA, Rice CM, Ross MT, Searle SM, Sehra HK, Sheridan E, Skuce CD, Smith S, Smith M, Spraggon L, Squares SL, Steward CA, Sycamore N, Tamlyn-Hall G, Tester J, Theaker AJ, Thomas DW, Thorpe A, Tracey A, Tromans A, Tubby B, Wall M, Wallis JM, West AP, White SS, Whitehead SL, Whittaker H, Wild A, Willey DJ, Wilmer TE, Wood JM, Wray PW, Wyatt JC, Young L, Younger RM, Bentley DR, Coulson A, Durbin R, Hubbard T, Sulston JE, Dunham I, Rogers J, Beck S. The DNA sequence and analysis of human chromosome 6. Nature 2003; 425:805-11. [PMID: 14574404 DOI: 10.1038/nature02055] [Citation(s) in RCA: 235] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2003] [Accepted: 09/11/2003] [Indexed: 01/17/2023]
Abstract
Chromosome 6 is a metacentric chromosome that constitutes about 6% of the human genome. The finished sequence comprises 166,880,988 base pairs, representing the largest chromosome sequenced so far. The entire sequence has been subjected to high-quality manual annotation, resulting in the evidence-supported identification of 1,557 genes and 633 pseudogenes. Here we report that at least 96% of the protein-coding genes have been identified, as assessed by multi-species comparative sequence analysis, and provide evidence for the presence of further, otherwise unsupported exons/genes. Among these are genes directly implicated in cancer, schizophrenia, autoimmunity and many other diseases. Chromosome 6 harbours the largest transfer RNA gene cluster in the genome; we show that this cluster co-localizes with a region of high transcriptional activity. Within the essential immune loci of the major histocompatibility complex, we find HLA-B to be the most polymorphic gene on chromosome 6 and in the human genome.
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Affiliation(s)
- A J Mungall
- The Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
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Deloukas P, Matthews LH, Ashurst J, Burton J, Gilbert JG, Jones M, Stavrides G, Almeida JP, Babbage AK, Bagguley CL, Bailey J, Barlow KF, Bates KN, Beard LM, Beare DM, Beasley OP, Bird CP, Blakey SE, Bridgeman AM, Brown AJ, Buck D, Burrill W, Butler AP, Carder C, Carter NP, Chapman JC, Clamp M, Clark G, Clark LN, Clark SY, Clee CM, Clegg S, Cobley VE, Collier RE, Connor R, Corby NR, Coulson A, Coville GJ, Deadman R, Dhami P, Dunn M, Ellington AG, Frankland JA, Fraser A, French L, Garner P, Grafham DV, Griffiths C, Griffiths MN, Gwilliam R, Hall RE, Hammond S, Harley JL, Heath PD, Ho S, Holden JL, Howden PJ, Huckle E, Hunt AR, Hunt SE, Jekosch K, Johnson CM, Johnson D, Kay MP, Kimberley AM, King A, Knights A, Laird GK, Lawlor S, Lehvaslaiho MH, Leversha M, Lloyd C, Lloyd DM, Lovell JD, Marsh VL, Martin SL, McConnachie LJ, McLay K, McMurray AA, Milne S, Mistry D, Moore MJ, Mullikin JC, Nickerson T, Oliver K, Parker A, Patel R, Pearce TA, Peck AI, Phillimore BJ, Prathalingam SR, Plumb RW, Ramsay H, Rice CM, Ross MT, Scott CE, Sehra HK, Shownkeen R, Sims S, Skuce CD, Smith ML, Soderlund C, Steward CA, Sulston JE, Swann M, Sycamore N, Taylor R, Tee L, Thomas DW, Thorpe A, Tracey A, Tromans AC, Vaudin M, Wall M, Wallis JM, Whitehead SL, Whittaker P, Willey DL, Williams L, Williams SA, Wilming L, Wray PW, Hubbard T, Durbin RM, Bentley DR, Beck S, Rogers J. The DNA sequence and comparative analysis of human chromosome 20. Nature 2001; 414:865-71. [PMID: 11780052 DOI: 10.1038/414865a] [Citation(s) in RCA: 148] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The finished sequence of human chromosome 20 comprises 59,187,298 base pairs (bp) and represents 99.4% of the euchromatic DNA. A single contig of 26 megabases (Mb) spans the entire short arm, and five contigs separated by gaps totalling 320 kb span the long arm of this metacentric chromosome. An additional 234,339 bp of sequence has been determined within the pericentromeric region of the long arm. We annotated 727 genes and 168 pseudogenes in the sequence. About 64% of these genes have a 5' and a 3' untranslated region and a complete open reading frame. Comparative analysis of the sequence of chromosome 20 to whole-genome shotgun-sequence data of two other vertebrates, the mouse Mus musculus and the puffer fish Tetraodon nigroviridis, provides an independent measure of the efficiency of gene annotation, and indicates that this analysis may account for more than 95% of all coding exons and almost all genes.
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Affiliation(s)
- P Deloukas
- The Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, UK.
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BAC Resource Consortium T, Cheung VG, Nowak N, Jang W, Kirsch IR, Zhao S, Chen XN, Furey TS, Kim UJ, Kuo WL, Olivier M, Conroy J, Kasprzyk A, Massa H, Yonescu R, Sait S, Thoreen C, Snijders A, Lemyre E, Bailey JA, Bruzel A, Burrill WD, Clegg SM, Collins S, Dhami P, Friedman C, Han CS, Herrick S, Lee J, Ligon AH, Lowry S, Morley M, Narasimhan S, Osoegawa K, Peng Z, Plajzer-Frick I, Quade BJ, Scott D, Sirotkin K, Thorpe AA, Gray JW, Hudson J, Pinkel D, Ried T, Rowen L, Shen-Ong GL, Strausberg RL, Birney E, Callen DF, Cheng JF, Cox DR, Doggett NA, Carter NP, Eichler EE, Haussler D, Korenberg JR, Morton CC, Albertson D, Schuler G, de Jong PJ, Trask BJ. Integration of cytogenetic landmarks into the draft sequence of the human genome. Nature 2001; 409:953-8. [PMID: 11237021 PMCID: PMC7845515 DOI: 10.1038/35057192] [Citation(s) in RCA: 203] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
We have placed 7,600 cytogenetically defined landmarks on the draft sequence of the human genome to help with the characterization of genes altered by gross chromosomal aberrations that cause human disease. The landmarks are large-insert clones mapped to chromosome bands by fluorescence in situ hybridization. Each clone contains a sequence tag that is positioned on the genomic sequence. This genome-wide set of sequence-anchored clones allows structural and functional analyses of the genome. This resource represents the first comprehensive integration of cytogenetic, radiation hybrid, linkage and sequence maps of the human genome; provides an independent validation of the sequence map and framework for contig order and orientation; surveys the genome for large-scale duplications, which are likely to require special attention during sequence assembly; and allows a stringent assessment of sequence differences between the dark and light bands of chromosomes. It also provides insight into large-scale chromatin structure and the evolution of chromosomes and gene families and will accelerate our understanding of the molecular bases of human disease and cancer.
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Affiliation(s)
| | - V. G. Cheung
- grid.239552.a0000 0001 0680 8770Department of Pediatrics, University of Pennsylvania, The Children's Hospital of Philadelphia, 3516 Civic Center Boulevard, ARC 516, Philadelphia, 19104 Pennsylvania USA
| | - N. Nowak
- grid.240614.50000 0001 2181 8635Roswell Park Cancer Institute, Elm and Carleton Street, Buffalo, 14263 New York USA
| | - W. Jang
- grid.419234.90000 0004 0604 5429National Center for Biotechnology Information, National Library of Medicine, Building 38A/Room 8N805, Bethesda, 20894 Maryland USA
| | - I. R. Kirsch
- grid.420086.80000 0001 2237 2479National Cancer Institute, NIH, Building 10/Room 12N214, Bethesda, 20889-5105 Maryland USA
| | - S. Zhao
- grid.469946.0The Institute for Genomic Research, 9712 Medical Center Drive, Rockville, 20850 Maryland USA
| | - X.-N. Chen
- grid.50956.3f0000 0001 2152 9905Departments of Pediatrics and Human Genetics, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, 90048 California USA
| | - T. S. Furey
- grid.205975.c0000 0001 0740 6917Computer Science Department, University of California Santa Cruz, 1156 High Street, Santa Cruz, 95064-1077 California USA
| | - U.-J. Kim
- grid.20861.3d0000000107068890Department of Biology, California Institute of Technology, Mail Code 147-75, Pasadena, 91125 California USA ,Present Address: PanGenomics, 6401 Foothill Boulevard, Tujunga, California 91024 USA
| | - W.-L. Kuo
- grid.266102.10000 0001 2297 6811University of California San Francisco Cancer Center, Box 0808, San Francisco, 94143-0808 California USA
| | - M. Olivier
- grid.168010.e0000000419368956Stanford University, Genome Lab, Mail Code 5120, Stanford, 94305-5120 California USA
| | - J. Conroy
- grid.240614.50000 0001 2181 8635Roswell Park Cancer Institute, Elm and Carleton Street, Buffalo, 14263 New York USA
| | - A. Kasprzyk
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - H. Massa
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North C3-168, P.O. Box 19024, Seattle, 98109-1024 Washington USA
| | - R. Yonescu
- grid.420086.80000 0001 2237 2479National Cancer Institute, NIH, Building 10/Room 12N214, Bethesda, 20889-5105 Maryland USA
| | - S. Sait
- grid.240614.50000 0001 2181 8635Roswell Park Cancer Institute, Elm and Carleton Street, Buffalo, 14263 New York USA
| | - C. Thoreen
- grid.34477.330000000122986657Department of Molecular Biotechnology, University of Washington, Box 357730, Seattle, 98195-7730 Washington USA ,grid.38142.3c000000041936754XPresent Address: Harvard Medical School, Cell Biology, 240 Longwood Avenue, Cambridge, Massachusetts 02115 USA
| | - A. Snijders
- grid.266102.10000 0001 2297 6811University of California San Francisco Cancer Center, Box 0808, San Francisco, 94143-0808 California USA
| | - E. Lemyre
- grid.62560.370000 0004 0378 8294Departments of Obstetrics and Gynecology and Pathology, Brigham and Women's Hospital, Amory Lab Building 3rd floor, Boston, 02115 Massachusetts USA
| | - J. A. Bailey
- grid.67105.350000 0001 2164 3847Department of Human Genetics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, 44106 Ohio USA
| | - A. Bruzel
- grid.239552.a0000 0001 0680 8770Department of Pediatrics, University of Pennsylvania, The Children's Hospital of Philadelphia, 3516 Civic Center Boulevard, ARC 516, Philadelphia, 19104 Pennsylvania USA
| | - W. D. Burrill
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - S. M. Clegg
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - S. Collins
- grid.34477.330000000122986657Department of Molecular Biotechnology, University of Washington, Box 357730, Seattle, 98195-7730 Washington USA
| | - P. Dhami
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - C. Friedman
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North C3-168, P.O. Box 19024, Seattle, 98109-1024 Washington USA
| | - C. S. Han
- grid.148313.c0000 0004 0428 3079Joint Genome Institute-Los Alamos National Laboratory, MS M888 B-N1, P.O. Box 1663, Los Alamos, 87545 New Mexico USA
| | - S. Herrick
- grid.62560.370000 0004 0378 8294Departments of Obstetrics and Gynecology and Pathology, Brigham and Women's Hospital, Amory Lab Building 3rd floor, Boston, 02115 Massachusetts USA
| | - J. Lee
- grid.20861.3d0000000107068890Department of Biology, California Institute of Technology, Mail Code 147-75, Pasadena, 91125 California USA
| | - A. H. Ligon
- grid.62560.370000 0004 0378 8294Departments of Obstetrics and Gynecology and Pathology, Brigham and Women's Hospital, Amory Lab Building 3rd floor, Boston, 02115 Massachusetts USA
| | - S. Lowry
- grid.184769.50000 0001 2231 4551Joint Genome Institute-Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mail Stop 84-171, Berkeley, 94720 California USA
| | - M. Morley
- grid.239552.a0000 0001 0680 8770Department of Pediatrics, University of Pennsylvania, The Children's Hospital of Philadelphia, 3516 Civic Center Boulevard, ARC 516, Philadelphia, 19104 Pennsylvania USA
| | - S. Narasimhan
- grid.239552.a0000 0001 0680 8770Department of Pediatrics, University of Pennsylvania, The Children's Hospital of Philadelphia, 3516 Civic Center Boulevard, ARC 516, Philadelphia, 19104 Pennsylvania USA
| | - K. Osoegawa
- grid.240614.50000 0001 2181 8635Roswell Park Cancer Institute, Elm and Carleton Street, Buffalo, 14263 New York USA ,grid.414016.60000 0004 0433 7727Children's Hospital Oakland Research Institute, 747 52nd Street, Oakland, 94609 California USA
| | - Z. Peng
- grid.184769.50000 0001 2231 4551Joint Genome Institute-Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mail Stop 84-171, Berkeley, 94720 California USA
| | - I. Plajzer-Frick
- grid.184769.50000 0001 2231 4551Joint Genome Institute-Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mail Stop 84-171, Berkeley, 94720 California USA
| | - B. J. Quade
- grid.62560.370000 0004 0378 8294Departments of Obstetrics and Gynecology and Pathology, Brigham and Women's Hospital, Amory Lab Building 3rd floor, Boston, 02115 Massachusetts USA
| | - D. Scott
- grid.184769.50000 0001 2231 4551Joint Genome Institute-Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mail Stop 84-171, Berkeley, 94720 California USA
| | - K. Sirotkin
- grid.419234.90000 0004 0604 5429National Center for Biotechnology Information, National Library of Medicine, Building 38A/Room 8N805, Bethesda, 20894 Maryland USA
| | - A. A. Thorpe
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - J. W. Gray
- grid.266102.10000 0001 2297 6811University of California San Francisco Cancer Center, Box 0808, San Francisco, 94143-0808 California USA
| | - J. Hudson
- grid.418190.50000 0001 2187 0556Research Genetics, 2130 Memorial Parkway, Huntsville, 35801 Alabama USA
| | - D. Pinkel
- grid.266102.10000 0001 2297 6811University of California San Francisco Cancer Center, Box 0808, San Francisco, 94143-0808 California USA
| | - T. Ried
- grid.420086.80000 0001 2237 2479National Cancer Institute, NIH, Building 10/Room 12N214, Bethesda, 20889-5105 Maryland USA
| | - L. Rowen
- grid.64212.330000 0004 0463 2320Institute for Systems Biology, 4225 Roosevelt Way NE, Suite 200, Seattle, 98105-6099 Washington USA
| | - G. L. Shen-Ong
- grid.420086.80000 0001 2237 2479National Cancer Institute, NIH, Building 10/Room 12N214, Bethesda, 20889-5105 Maryland USA ,Present Address: Gene Logic, Inc., 708 Quince Orchard Road, Gaithersburg, Maryland 20878 USA
| | - R. L. Strausberg
- grid.420086.80000 0001 2237 2479National Cancer Institute, NIH, Building 10/Room 12N214, Bethesda, 20889-5105 Maryland USA
| | - E. Birney
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - D. F. Callen
- grid.1694.aDepartment of Cytogenetics and Molecular Genetics, Women's and Children's Hospital, 72 King William Road, North Adelaide, 5006 South Australia Australia
| | - J.-F. Cheng
- grid.184769.50000 0001 2231 4551Joint Genome Institute-Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Mail Stop 84-171, Berkeley, 94720 California USA
| | - D. R. Cox
- grid.168010.e0000000419368956Stanford University, Genome Lab, Mail Code 5120, Stanford, 94305-5120 California USA
| | - N. A. Doggett
- grid.148313.c0000 0004 0428 3079Joint Genome Institute-Los Alamos National Laboratory, MS M888 B-N1, P.O. Box 1663, Los Alamos, 87545 New Mexico USA
| | - N. P. Carter
- Sanger Center, Wellcome Trust Genome Campus, Hinxton, CB10 1SA Cambridge UK
| | - E. E. Eichler
- grid.67105.350000 0001 2164 3847Department of Human Genetics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, 44106 Ohio USA
| | - D. Haussler
- grid.205975.c0000 0001 0740 6917Computer Science Department, Howard Hughes Medical Institute, University of California Santa Cruz, 1156 High Street, Santa Cruz, 95064–1077 California USA
| | - J. R. Korenberg
- grid.50956.3f0000 0001 2152 9905Departments of Pediatrics and Human Genetics, Cedars-Sinai Medical Center, 8700 Beverly Boulevard, Los Angeles, 90048 California USA
| | - C. C. Morton
- grid.62560.370000 0004 0378 8294Departments of Obstetrics and Gynecology and Pathology, Brigham and Women's Hospital, Amory Lab Building 3rd floor, Boston, 02115 Massachusetts USA
| | - D. Albertson
- grid.266102.10000 0001 2297 6811University of California San Francisco Cancer Center, Box 0808, San Francisco, 94143-0808 California USA
| | - G. Schuler
- grid.419234.90000 0004 0604 5429National Center for Biotechnology Information, National Library of Medicine, Building 38A/Room 8N805, Bethesda, 20894 Maryland USA
| | - P. J. de Jong
- grid.240614.50000 0001 2181 8635Roswell Park Cancer Institute, Elm and Carleton Street, Buffalo, 14263 New York USA ,grid.414016.60000 0004 0433 7727Children's Hospital Oakland Research Institute, 747 52nd Street, Oakland, 94609 California USA
| | - B. J. Trask
- grid.270240.30000 0001 2180 1622Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North C3-168, P.O. Box 19024, Seattle, 98109-1024 Washington USA
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Steingruber HE, Dunham A, Coffey AJ, Clegg SM, Howell GR, Maslen GL, Scott CE, Gwilliam R, Hunt PJ, Sotheran EC, Huckle EJ, Hunt SE, Dhami P, Soderlund C, Leversha MA, Bentley DR, Ross MT. High-resolution landmark framework for the sequence-ready mapping of Xq23-q26.1. Genome Res 1999; 9:751-62. [PMID: 10447510 PMCID: PMC310799] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
We have established a landmark framework map over 20-25 Mb of the long arm of the human X chromosome using yeast artificial chromosome (YAC) clones. The map has approximately one landmark per 45 kb of DNA and stretches from DXS7531 in proximal Xq23 to DXS895 in proximal Xq26, connecting to published framework maps on its proximal and distal sides. There are three gaps in the framework map resulting from the failure to obtain clone coverage from the YAC resources available. Estimates of the maximum sizes of these gaps have been obtained. The four YAC contigs have been positioned and oriented using somatic-cell hybrids and fluorescence in situ hybridization, and the largest is estimated to cover approximately 15 Mb of DNA. The framework map is being used to assemble a sequence-ready map in large-insert bacterial clones, as part of an international effort to complete the sequence of the X chromosome. PAC and BAC contigs currently cover 18 Mb of the region, and from these, 12 Mb of finished sequence is available.
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Affiliation(s)
- H E Steingruber
- The Sanger Centre, Wellcome Trust Genome Campus, Hinxton, UK
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