Need Help?

The evolving mutational landscape of normal human esophagus

The extent to which cells in normal tissues accumulate mutations during life is poorly understood. Some mutant cells expand into clones that can be detected by genome sequencing. We mapped mutant clones in normal esophageal epithelium from nine donors aged 20-75. Somatic mutations accumulate with age and are mainly caused by intrinsic mutational processes. We found strong Darwinian selection of clones carrying mutations in 14 cancer genes, with tens to hundreds of such clones per square centimeter. By middle age, clones with cancer-associated mutations cover most of the epithelium, with NOTCH1 and TP53 mutations affecting 40% and 10% of all cells, respectively. Remarkably, the prevalence of NOTCH1 mutations in normal esophagus is several times higher than in esophageal cancers. The esophagus emerges as an evolving patchwork of mutant clones that colonize the majority of the epithelium, with implications for our understanding of cancer and ageing.

Request Access

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
EGAS00001002416 Cancer Genomics

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 Located in
EGAF00002025389 cram 5.0 GB
EGAF00002025390 cram 4.5 GB
EGAF00002025391 cram 5.4 GB
EGAF00002025392 cram 5.2 GB
EGAF00002025393 cram 5.2 GB
EGAF00002025394 cram 5.2 GB
EGAF00002025395 cram 5.7 GB
EGAF00002025396 cram 5.2 GB
EGAF00002025397 cram 5.0 GB
EGAF00002025398 cram 4.5 GB
EGAF00002025399 cram 5.3 GB
EGAF00002025400 cram 5.1 GB
EGAF00002025401 cram 5.1 GB
EGAF00002025402 cram 5.1 GB
EGAF00002025403 cram 5.6 GB
EGAF00002025404 cram 5.1 GB
EGAF00002025405 cram 4.9 GB
EGAF00002025406 cram 4.4 GB
EGAF00002025407 cram 5.3 GB
EGAF00002025408 cram 5.1 GB
EGAF00002025409 cram 5.1 GB
EGAF00002025410 cram 5.1 GB
EGAF00002025411 cram 5.6 GB
EGAF00002025412 cram 5.1 GB
EGAF00002025413 cram 4.9 GB
EGAF00002025414 cram 4.4 GB
EGAF00002025415 cram 5.3 GB
EGAF00002025416 cram 5.1 GB
EGAF00002025417 cram 5.2 GB
EGAF00002025418 cram 5.2 GB
EGAF00002025419 cram 5.1 GB
EGAF00002025420 cram 5.1 GB
EGAF00002025421 cram 5.1 GB
EGAF00002025422 cram 5.7 GB
EGAF00002025423 cram 5.1 GB
EGAF00002025424 cram 4.9 GB
EGAF00002025425 cram 4.4 GB
EGAF00002025426 cram 5.2 GB
EGAF00002025427 cram 5.1 GB
EGAF00002025428 cram 5.1 GB
EGAF00002025429 cram 5.2 GB
EGAF00002025430 cram 5.7 GB
EGAF00002025431 cram 5.1 GB
EGAF00002025432 cram 5.0 GB
EGAF00002025433 cram 4.4 GB
EGAF00002025434 cram 5.2 GB
EGAF00002025435 cram 5.1 GB
EGAF00002025436 cram 5.1 GB
EGAF00002025437 cram 5.1 GB
EGAF00002025438 cram 5.6 GB
EGAF00002025439 cram 5.0 GB
EGAF00002025440 cram 4.9 GB
EGAF00002025441 cram 4.4 GB
EGAF00002025442 cram 5.2 GB
EGAF00002025443 cram 5.1 GB
EGAF00002025444 cram 4.9 GB
EGAF00002025445 cram 5.0 GB
EGAF00002025446 cram 5.5 GB
EGAF00002025447 cram 4.9 GB
EGAF00002025448 cram 4.8 GB
EGAF00002025449 cram 4.3 GB
EGAF00002025450 cram 5.1 GB
EGAF00002025451 cram 5.0 GB
EGAF00002025452 cram 14.3 GB
EGAF00002025453 cram 13.4 GB
EGAF00002025454 cram 13.3 GB
EGAF00002025455 cram 14.3 GB
EGAF00002025456 cram 13.4 GB
EGAF00002025457 cram 13.3 GB
EGAF00002025458 cram 14.4 GB
EGAF00002025459 cram 13.5 GB
EGAF00002025460 cram 13.4 GB
EGAF00002025461 cram 14.5 GB
EGAF00002025462 cram 13.6 GB
EGAF00002025463 cram 13.5 GB
EGAF00002025464 cram 15.9 GB
EGAF00002025465 cram 23.9 GB
EGAF00002025466 cram 16.2 GB
EGAF00002025467 cram 24.6 GB
EGAF00002025468 cram 16.2 GB
EGAF00002025469 cram 24.4 GB
EGAF00002025470 cram 16.1 GB
EGAF00002025471 cram 24.1 GB
EGAF00002025472 cram 21.0 GB
EGAF00002025473 cram 18.1 GB
EGAF00002025474 cram 20.6 GB
EGAF00002025475 cram 17.7 GB
EGAF00002025476 cram 9.0 GB
EGAF00002025477 cram 6.4 GB
EGAF00002025478 cram 8.5 GB
EGAF00002025479 cram 6.5 GB
EGAF00002025480 cram 12.0 GB
EGAF00002025481 cram 10.4 GB
EGAF00002025482 cram 11.0 GB
EGAF00002025483 cram 6.4 GB
EGAF00002025484 cram 11.8 GB
EGAF00002025485 cram 10.3 GB
EGAF00002025486 cram 10.9 GB
EGAF00002025487 cram 6.4 GB
EGAF00002025488 cram 11.7 GB
EGAF00002025489 cram 10.3 GB
EGAF00002025490 cram 10.9 GB
EGAF00002025491 cram 6.4 GB
EGAF00002025492 cram 11.7 GB
EGAF00002025493 cram 10.2 GB
EGAF00002025494 cram 10.9 GB
EGAF00002025495 cram 6.4 GB
EGAF00002025496 cram 11.7 GB
EGAF00002025497 cram 10.2 GB
EGAF00002025498 cram 10.9 GB
EGAF00002025499 cram 6.3 GB
EGAF00002025500 cram 11.5 GB
EGAF00002025501 cram 10.1 GB
EGAF00002025502 cram 10.7 GB
EGAF00002025503 cram 6.3 GB
EGAF00002025504 cram 11.6 GB
EGAF00002025505 cram 10.1 GB
EGAF00002025506 cram 10.7 GB
EGAF00002025507 cram 6.3 GB
EGAF00002025508 cram 11.5 GB
EGAF00002025509 cram 10.1 GB
EGAF00002025510 cram 10.5 GB
EGAF00002025511 cram 5.1 GB
EGAF00002025512 cram 5.1 GB
EGAF00002025513 cram 5.6 GB
EGAF00002025514 cram 5.1 GB
EGAF00002025515 cram 5.0 GB
EGAF00002025516 cram 4.4 GB
EGAF00002025517 cram 5.3 GB
EGAF00002025518 cram 5.1 GB
EGAF00002025519 cram 5.2 GB
EGAF00002025520 cram 5.2 GB
EGAF00002025521 cram 5.7 GB
EGAF00002025522 cram 5.2 GB
EGAF00002025523 cram 5.0 GB
EGAF00002025524 cram 4.5 GB
EGAF00002025525 cram 5.4 GB
EGAF00002025526 cram 5.2 GB
EGAF00002025527 cram 5.2 GB
EGAF00002025528 cram 5.2 GB
EGAF00002025529 cram 5.7 GB
EGAF00002025530 cram 5.2 GB
EGAF00002025531 cram 5.0 GB
EGAF00002025532 cram 4.5 GB
EGAF00002025533 cram 5.4 GB
EGAF00002025534 cram 5.2 GB
EGAF00002025535 cram 5.2 GB
EGAF00002025536 cram 5.2 GB
EGAF00002025537 cram 5.7 GB
EGAF00002025538 cram 5.2 GB
EGAF00002025539 cram 5.1 GB
EGAF00002025540 cram 4.5 GB
EGAF00002025541 cram 5.4 GB
EGAF00002025542 cram 5.2 GB
EGAF00002025543 cram 5.2 GB
EGAF00002025544 cram 5.2 GB
EGAF00002025545 cram 5.7 GB
EGAF00002025546 cram 5.2 GB
EGAF00002025547 cram 21.0 GB
EGAF00002025548 cram 18.1 GB
EGAF00002025549 cram 21.0 GB
EGAF00002025550 cram 18.2 GB
EGAF00002025551 cram 13.8 GB
EGAF00002025552 cram 12.9 GB
EGAF00002025553 cram 12.8 GB
EGAF00002025554 cram 13.4 GB
EGAF00002025555 cram 12.7 GB
EGAF00002025556 cram 12.6 GB
EGAF00002025557 cram 19.5 GB
EGAF00002025558 cram 19.5 GB
EGAF00002025559 cram 19.4 GB
EGAF00002025560 cram 19.3 GB
EGAF00002025561 cram 19.5 GB
EGAF00002025562 cram 19.1 GB
EGAF00002025563 cram 10.4 GB
EGAF00002025564 cram 9.1 GB
EGAF00002025565 cram 6.4 GB
EGAF00002025566 cram 8.5 GB
EGAF00002025567 cram 10.4 GB
EGAF00002025568 cram 9.1 GB
EGAF00002025569 cram 6.5 GB
EGAF00002025570 cram 8.5 GB
EGAF00002025571 cram 10.6 GB
EGAF00002025572 cram 9.2 GB
EGAF00002025573 cram 6.5 GB
EGAF00002025574 cram 8.6 GB
EGAF00002025575 cram 10.4 GB
EGAF00002025576 cram 5.3 GB
EGAF00002025577 cram 5.8 GB
EGAF00002025578 cram 5.2 GB
EGAF00002025579 cram 5.1 GB
EGAF00002025580 cram 4.5 GB
EGAF00002025581 cram 5.4 GB
EGAF00002025582 cram 5.2 GB
EGAF00002025583 cram 5.1 GB
EGAF00002025584 cram 5.2 GB
EGAF00002025585 cram 5.7 GB
EGAF00002025586 cram 5.1 GB
EGAF00002025587 cram 5.0 GB
EGAF00002025588 cram 4.4 GB
EGAF00002025589 cram 5.3 GB
EGAF00002025590 cram 5.1 GB
EGAF00002025591 cram 5.1 GB
EGAF00002025592 cram 5.2 GB
EGAF00002025593 cram 5.7 GB
EGAF00002025594 cram 5.1 GB
EGAF00002025595 cram 4.9 GB
EGAF00002025596 cram 4.4 GB
EGAF00002025597 cram 5.2 GB
EGAF00002025598 cram 5.1 GB
EGAF00002025599 cram 5.1 GB
EGAF00002025600 cram 5.1 GB
EGAF00002025601 cram 5.7 GB
EGAF00002025602 cram 5.1 GB
EGAF00002025603 cram 4.9 GB
EGAF00002025604 cram 4.4 GB
216 Files (1.8 TB)