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Somatic mutation and selection at epidemiological scale - TwinsUK_TargetedEMSeq_Buccal

Development of a targeted methylation assay to determine the cell-type composition of a sample. As we age, many tissues become colonised by microscopic clones carrying somatic driver mutations. Some of these clones represent a first step towards cancer whereas others may contribute to ageing and other diseases. However, our understanding of the clonal landscapes of human tissues, and their impact on cancer risk, ageing and disease, remains limited due to the challenge of detecting somatic mutations present in small numbers of cells. Here, we introduce a new version of nanorate sequencing (NanoSeq), a duplex sequencing method with error rates of less than 5 per billion base pairs, which is compatible with whole-exome and targeted gene sequencing. Deep sequencing of polyclonal samples with single-molecule sensitivity enables the simultaneous detection of mutations in large numbers of clones, yielding accurate somatic mutation rates, mutational signatures and driver mutation frequencies in any tissue. Applying targeted NanoSeq to 1,042 non-invasive samples of oral epithelium and 371 samples of blood from a twin cohort, we found an unprecedentedly rich landscape of selection, with 46 genes under positive selection driving clonal expansions in the oral epithelium, over 62,000 driver mutations, and evidence of negative selection in some genes. The high number of positively selected mutations in multiple genes provides high-resolution maps of selection across coding and non-coding sites, a form of in vivo saturation mutagenesis. Multivariate regression models enable mutational epidemiology studies on how carcinogenic exposures and cancer risk factors, such as age, tobacco or alcohol, alter the acquisition and selection of somatic mutations. Accurate single-molecule sequencing has the potential to unveil the polyclonal landscape of any tissue, providing a powerful tool to study early carcinogenesis, cancer prevention and the role of somatic mutations in ageing and disease.

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TwinsUK Resource Executive Committee (TREC) policy for data/material access of the Department of Twin Research at King's College London.

The Department of Twin Research in accordance with King’s College London policy will not be permitted to release new and /or identifiable data/material until a Material Transfer Agreement (MTA) has been finalized for identifiable material or a Data Transfer Agreement (DTA) has been finalized for new (non-identifiable) data.I.The data may only be used for non-commercial academic research. The data and the results of the research may not be used for commercial purposes unless a revenue-sharing agreement or commercial license is drafted and processed by King’s College London Business.II.No data will be passed to third parties without written permission from the Department of Twin Research.III.The data remains the property of King’s College London and if any new variables are derived from the data and /or any changes are made to the data, these will be returned to the Department of Twin Research upon acceptance for publication by a Journal or at the latest within six months from the end of the project, and any new variables derived from the data and/or changes made to the data shall be the property of King’s College London.IV.The Department of Twin Research and its funder’s contribution to this project will be acknowledged in any resulting publications or dissemination material.V.All manuscripts and drafts of oral presentations will be submitted to the Department of Twin Research for review and approval at least 15 days before submission or presentation. A final version of the manuscript and summary of any oral presentations will be sent to the department on final submission.VI.Authorship will be agreed by mutual consent. All publications will have to acknowledge the TwinsUK resource. Standard acknowledgements are available at http://www.twinsuk.ac.uk/data-access/VII.The identity of the twins should be protected at all times and no contact or tracing attempts will be made.

Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.

Study ID Study Title Study Type
EGAS00001007202 Other

This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.

ID File Type Size Quality Report
Located in
EGAF00008738442 cram 751.6 MB
EGAF00008738445 cram 684.4 MB
EGAF00008738447 cram 620.0 MB
EGAF00008738449 cram 553.8 MB
EGAF00008738451 cram 822.7 MB
EGAF00008738453 cram 545.9 MB
EGAF00008738454 cram 602.7 MB
EGAF00008738456 cram 527.9 MB
EGAF00008738458 cram 24.5 MB
EGAF00008738460 cram 523.2 MB
EGAF00008738462 cram 674.0 MB
EGAF00008738464 cram 681.8 MB
EGAF00008738467 cram 575.3 MB
EGAF00008738469 cram 851.1 MB
EGAF00008738471 cram 704.0 MB
EGAF00008738473 cram 824.4 MB
EGAF00008738475 cram 604.4 MB
EGAF00008738476 cram 556.4 MB
EGAF00008738478 cram 797.0 MB
EGAF00008738480 cram 722.9 MB
EGAF00008738482 cram 576.9 MB
EGAF00008738484 cram 707.4 MB
EGAF00008738486 cram 654.1 MB
EGAF00008738489 cram 619.9 MB
EGAF00008738491 cram 585.6 MB
EGAF00008738493 cram 683.0 MB
EGAF00008738495 cram 560.0 MB
EGAF00008738497 cram 738.8 MB
EGAF00008738498 cram 637.5 MB
EGAF00008738500 cram 638.3 MB
EGAF00008738502 cram 481.7 MB
EGAF00008738504 cram 624.2 MB
EGAF00008738506 cram 649.4 MB
EGAF00008738508 cram 664.8 MB
EGAF00008738511 cram 628.1 MB
EGAF00008738513 cram 787.1 MB
EGAF00008738515 cram 791.5 MB
EGAF00008738517 cram 598.0 MB
EGAF00008738519 cram 580.3 MB
EGAF00008738520 cram 747.6 MB
EGAF00008738522 cram 493.0 MB
EGAF00008738524 cram 732.9 MB
EGAF00008738526 cram 589.2 MB
EGAF00008738528 cram 602.0 MB
EGAF00008738530 cram 788.2 MB
EGAF00008738533 cram 637.9 MB
EGAF00008738535 cram 819.7 MB
EGAF00008738537 cram 638.5 MB
EGAF00008738539 cram 687.1 MB
EGAF00008738541 cram 731.5 MB
EGAF00008738542 cram 1.0 GB
EGAF00008738544 cram 884.2 MB
EGAF00008738546 cram 606.4 MB
EGAF00008738548 cram 691.7 MB
EGAF00008738550 cram 950.1 MB
EGAF00008738552 cram 591.0 MB
EGAF00008738556 cram 682.9 MB
EGAF00008738558 cram 449.2 MB
EGAF00008738560 cram 518.3 MB
EGAF00008738562 cram 562.7 MB
EGAF00008738564 cram 781.9 MB
EGAF00008738565 cram 411.1 MB
EGAF00008738567 cram 729.4 MB
EGAF00008738569 cram 832.1 MB
EGAF00008738571 cram 366.9 MB
EGAF00008738573 cram 714.7 MB
EGAF00008738575 cram 632.1 MB
EGAF00008738578 cram 642.7 MB
EGAF00008738580 cram 842.8 MB
EGAF00008738582 cram 579.1 MB
EGAF00008738584 cram 748.5 MB
EGAF00008738586 cram 494.2 MB
EGAF00008738587 cram 797.6 MB
EGAF00008738589 cram 773.6 MB
EGAF00008738591 cram 812.3 MB
EGAF00008738593 cram 637.2 MB
EGAF00008738595 cram 574.6 MB
EGAF00008738597 cram 472.0 MB
EGAF00008738600 cram 720.0 MB
EGAF00008738602 cram 651.4 MB
EGAF00008738604 cram 734.7 MB
EGAF00008738606 cram 754.9 MB
EGAF00008738608 cram 351.2 MB
EGAF00008738609 cram 691.0 MB
EGAF00008738611 cram 417.2 MB
EGAF00008738613 cram 742.8 MB
EGAF00008738615 cram 628.3 MB
EGAF00008738617 cram 658.7 MB
EGAF00008738619 cram 776.9 MB
EGAF00008738622 cram 1.1 GB
EGAF00008738624 cram 971.9 MB
EGAF00008738626 cram 546.1 MB
EGAF00008738628 cram 590.3 MB
EGAF00008738630 cram 622.4 MB
EGAF00008738631 cram 953.2 MB
EGAF00008738633 cram 1.1 GB
EGAF00008738635 cram 1.2 GB
EGAF00008738637 cram 755.9 MB
EGAF00008738639 cram 608.5 MB
EGAF00008738641 cram 749.3 MB
EGAF00008738644 cram 720.5 MB
EGAF00008738646 cram 802.7 MB
EGAF00008738648 cram 668.9 MB
EGAF00008738650 cram 719.6 MB
EGAF00008738652 cram 572.3 MB
EGAF00008738653 cram 634.5 MB
EGAF00008738655 cram 883.7 MB
EGAF00008738657 cram 626.3 MB
EGAF00008738659 cram 843.9 MB
EGAF00008738661 cram 865.4 MB
EGAF00008738663 cram 558.3 MB
EGAF00008738664 cram 609.7 MB
EGAF00008738667 cram 459.1 MB
EGAF00008738669 cram 1.0 GB
EGAF00008738671 cram 719.8 MB
EGAF00008738673 cram 567.1 MB
EGAF00008738675 cram 621.6 MB
EGAF00008738676 cram 716.4 MB
EGAF00008738678 cram 505.3 MB
EGAF00008738680 cram 664.6 MB
EGAF00008738682 cram 765.5 MB
EGAF00008738684 cram 650.1 MB
EGAF00008738686 cram 649.0 MB
EGAF00008738689 cram 578.0 MB
EGAF00008738691 cram 491.8 MB
EGAF00008738693 cram 640.6 MB
EGAF00008738695 cram 493.5 MB
EGAF00008738697 cram 823.4 MB
EGAF00008738698 cram 540.8 MB
EGAF00008738700 cram 689.1 MB
EGAF00008738702 cram 551.1 MB
EGAF00008738704 cram 759.3 MB
EGAF00008738706 cram 912.4 MB
EGAF00008738708 cram 846.4 MB
EGAF00008738711 cram 715.0 MB
EGAF00008738713 cram 569.9 MB
EGAF00008738715 cram 602.5 MB
EGAF00008738717 cram 501.4 MB
EGAF00008738719 cram 784.4 MB
EGAF00008738720 cram 587.6 MB
EGAF00008738722 cram 687.1 MB
EGAF00008738724 cram 732.6 MB
EGAF00008738726 cram 558.2 MB
EGAF00008738728 cram 785.5 MB
EGAF00008738730 cram 624.3 MB
EGAF00008738733 cram 1.0 GB
EGAF00008738735 cram 980.0 MB
EGAF00008738737 cram 748.2 MB
EGAF00008738739 cram 587.0 MB
EGAF00008738741 cram 594.0 MB
EGAF00008738742 cram 601.1 MB
EGAF00008738743 cram 678.3 MB
EGAF00008738745 cram 866.3 MB
EGAF00008738746 cram 781.9 MB
EGAF00008738748 cram 799.4 MB
EGAF00008738749 cram 847.7 MB
EGAF00008738752 cram 888.9 MB
EGAF00008738753 cram 1.0 GB
EGAF00008738755 cram 552.5 MB
EGAF00008738758 cram 690.6 MB
EGAF00008738760 cram 833.6 MB
EGAF00008738762 cram 443.0 MB
EGAF00008738764 cram 1.0 GB
EGAF00008738766 cram 678.2 MB
EGAF00008738767 cram 633.6 MB
EGAF00008738769 cram 667.4 MB
EGAF00008738771 cram 693.0 MB
EGAF00008738773 cram 675.5 MB
EGAF00008738775 cram 549.9 MB
EGAF00008738777 cram 882.7 MB
EGAF00008738780 cram 742.3 MB
EGAF00008738782 cram 633.6 MB
EGAF00008738784 cram 691.8 MB
EGAF00008738786 cram 681.4 MB
EGAF00008738788 cram 852.0 MB
EGAF00008738789 cram 633.9 MB
EGAF00008738791 cram 979.2 MB
EGAF00008738793 cram 749.7 MB
EGAF00008738795 cram 727.6 MB
EGAF00008738797 cram 582.5 MB
EGAF00008738799 cram 570.7 MB
EGAF00008738802 cram 823.1 MB
EGAF00008738804 cram 918.8 MB
EGAF00008738806 cram 740.5 MB
EGAF00008738808 cram 621.6 MB
EGAF00008738810 cram 518.6 MB
EGAF00008738811 cram 564.6 MB
EGAF00008738813 cram 1.1 GB
EGAF00008738815 cram 871.6 MB
EGAF00008738817 cram 779.9 MB
EGAF00008738819 cram 592.6 MB
EGAF00008738821 cram 455.9 MB
192 Files (132.1 GB)