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Fetal origins of malignant germ cell tumours

Germ cell tumours (GCTs) are a collection of benign and malignant neoplasms derived from primordial germ cells (PGCs). They are uniquely able to generate embryonic and extraembryonic tissues, which in malignant GCTs carries prognostic and therapeutic significance. The developmental pathways underpinning GCT initiation and histogenesis are incompletely understood. Here, we studied the phylogenetic and transcriptional diversity of 15 malignant gonadal GCTs and four normal testis biopsies by sequencing 131 whole genomes and 416 transcriptomes from 14 gonadal histologies, excised by laser capture microdissection. Our findings demonstrate that tumours were initiated by whole genome duplication likely in embryogenesis, within ~5-8 cell divisions post-PGC specification, followed by chromosome 12p gains associated with invasive disease. Of note, 12p imbalances were not only generated through GCT-typical isochromosomes, but also through non-isochromosomic configurations. Whilst tumours developed along homogenous phylogenetic pathways, they spawned manifold tissues independent of genetic subclonal diversification. A key feature of GCT tissues was the expression of fetal-specific genes. The transcriptional diversity notwithstanding, we found universal transcriptional elements correlated with hallmark 12p gains. Overall, our study reveals stereotyped phylogenies and transcriptomes underpinning the development of GCT that originate in fetal life and may lend themselves to therapeutic manipulation.

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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
EGAS00001003862 Transcriptome Analysis

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
EGAF00005091629 bam 561.0 MB
EGAF00005095443 bam 226.0 MB
EGAF00005095444 bam 629.5 MB
EGAF00005095445 bam 300.0 MB
EGAF00005095446 bam 234.9 MB
EGAF00005095447 bam 98.5 MB
EGAF00005095448 bam 3.3 GB
EGAF00005095449 bam 598.4 MB
EGAF00005095450 bam 246.7 MB
EGAF00005095451 bam 141.2 MB
EGAF00005095452 bam 200.9 MB
EGAF00005095453 bam 133.8 MB
EGAF00005095454 bam 329.4 MB
EGAF00005095455 bam 493.8 MB
EGAF00005095456 bam 307.3 MB
EGAF00005095457 bam 78.3 MB
EGAF00005095458 bam 359.8 MB
EGAF00005095459 bam 189.1 MB
EGAF00005095460 bam 132.9 MB
EGAF00005095461 bam 270.5 MB
EGAF00005095462 bam 308.4 MB
EGAF00005095463 bam 450.0 MB
EGAF00005095464 bam 302.2 MB
EGAF00005095465 bam 304.3 MB
EGAF00005095466 bam 492.2 MB
EGAF00005095467 bam 181.3 MB
EGAF00005095468 bam 198.6 MB
EGAF00005095469 bam 478.5 MB
EGAF00005095470 bam 190.7 MB
EGAF00005095471 bam 170.2 MB
EGAF00005095472 bam 188.2 MB
EGAF00005095473 bam 169.5 MB
EGAF00005095474 bam 1.6 GB
EGAF00005095475 bam 242.2 MB
EGAF00005095476 bam 101.0 MB
EGAF00005095477 bam 560.3 MB
EGAF00005095478 bam 398.9 MB
EGAF00005095479 bam 183.5 MB
EGAF00005095480 bam 295.4 MB
EGAF00005095481 bam 408.3 MB
EGAF00005095482 bam 185.7 MB
EGAF00005095483 bam 242.0 MB
EGAF00005095484 bam 516.6 MB
EGAF00005095485 bam 267.8 MB
EGAF00005095486 bam 305.9 MB
EGAF00005095487 bam 479.5 MB
EGAF00005095488 bam 175.5 MB
EGAF00005095489 bam 241.5 MB
EGAF00005095490 bam 500.1 MB
EGAF00005095491 bam 209.1 MB
EGAF00005095492 bam 190.8 MB
EGAF00005095493 bam 235.7 MB
EGAF00005095494 bam 63.3 MB
EGAF00005095495 bam 731.1 MB
EGAF00005095496 bam 246.3 MB
EGAF00005095497 bam 513.7 MB
EGAF00005095498 bam 293.2 MB
EGAF00005095499 bam 281.9 MB
EGAF00005095500 bam 182.8 MB
EGAF00005095501 bam 581.0 MB
EGAF00005095502 bam 480.8 MB
EGAF00005095503 bam 357.1 MB
EGAF00005095504 bam 248.8 MB
EGAF00005095505 bam 492.3 MB
EGAF00005095506 bam 103.9 MB
EGAF00005095507 bam 532.7 MB
EGAF00005095508 bam 535.9 MB
EGAF00005095509 bam 123.7 MB
EGAF00005095510 bam 307.2 MB
EGAF00005095511 bam 792.1 MB
EGAF00005095512 bam 78.4 MB
EGAF00005095513 bam 111.7 MB
EGAF00005095514 bam 269.2 MB
EGAF00005095515 bam 347.4 MB
EGAF00005095516 bam 204.8 MB
EGAF00005095517 bam 456.4 MB
EGAF00005095518 bam 192.2 MB
EGAF00005095519 bam 253.1 MB
EGAF00005095520 bam 245.1 MB
EGAF00005095521 bam 301.9 MB
EGAF00005095522 bam 643.6 MB
EGAF00005095523 bam 209.8 MB
EGAF00005095524 bam 289.3 MB
EGAF00005095525 bam 421.7 MB
EGAF00005095526 bam 96.0 MB
EGAF00005095527 bam 421.8 MB
EGAF00005095528 bam 286.5 MB
EGAF00005095529 bam 287.0 MB
EGAF00005095530 bam 163.6 MB
EGAF00005095531 bam 392.6 MB
EGAF00005095532 bam 779.2 MB
EGAF00005095533 bam 503.8 MB
EGAF00005095534 bam 1.6 GB
EGAF00005095535 bam 243.6 MB
EGAF00005095536 bam 344.4 MB
EGAF00005095537 bam 122.1 MB
EGAF00005095538 bam 186.6 MB
EGAF00005095539 bam 397.9 MB
EGAF00005095540 bam 248.4 MB
EGAF00005095541 bam 659.5 MB
EGAF00005095542 bam 1.4 GB
EGAF00005095543 bam 401.6 MB
EGAF00005095544 bam 992.2 MB
EGAF00005095545 bam 480.3 MB
EGAF00005095546 bam 162.0 MB
EGAF00005095547 bam 1.1 GB
EGAF00005095548 bam 409.0 MB
EGAF00005095549 bam 626.3 MB
EGAF00005095550 bam 2.2 GB
EGAF00005095551 bam 126.0 MB
EGAF00005095552 bam 1.7 GB
EGAF00005095553 bam 444.2 MB
EGAF00005095554 bam 565.2 MB
EGAF00005095555 bam 1.2 GB
EGAF00005095556 bam 1.4 GB
EGAF00005095557 bam 321.1 MB
EGAF00005095558 bam 1.4 GB
EGAF00005095559 bam 300.4 MB
EGAF00005095560 bam 147.6 MB
EGAF00005095561 bam 3.6 GB
EGAF00005095562 bam 184.1 MB
EGAF00005095563 bam 3.1 GB
EGAF00005095564 bam 2.8 GB
EGAF00005095565 bam 352.7 MB
EGAF00005095566 bam 820.8 MB
EGAF00005095567 bam 202.8 MB
EGAF00005095568 bam 115.4 MB
EGAF00005095569 bam 361.5 MB
EGAF00005095570 bam 1.8 GB
EGAF00005095571 bam 627.2 MB
EGAF00005095572 bam 1.1 GB
EGAF00005095573 bam 245.6 MB
EGAF00005095574 bam 150.0 MB
EGAF00005095575 bam 1.3 GB
EGAF00005095576 bam 180.5 MB
EGAF00005095577 bam 545.9 MB
EGAF00005095578 bam 399.3 MB
EGAF00005095579 bam 2.8 GB
EGAF00005095580 bam 415.1 MB
EGAF00005095581 bam 313.9 MB
EGAF00005095582 bam 1.6 GB
EGAF00005095583 bam 1.2 GB
EGAF00005095584 bam 109.3 MB
EGAF00005095585 bam 222.3 MB
EGAF00005095586 bam 1.5 GB
EGAF00005095587 bam 298.2 MB
EGAF00005095588 bam 54.2 MB
EGAF00005095589 bam 501.9 MB
EGAF00005095590 bam 444.0 MB
EGAF00005095591 bam 465.6 MB
EGAF00005095592 bam 126.6 MB
EGAF00005095593 bam 485.9 MB
EGAF00005095594 bam 2.8 GB
EGAF00005095595 bam 817.4 MB
EGAF00005095596 bam 326.7 MB
EGAF00005095597 bam 522.2 MB
EGAF00005095598 bam 4.2 GB
EGAF00005095599 bam 622.5 MB
EGAF00005095600 bam 1.0 GB
EGAF00005095601 bam 1.8 GB
EGAF00005095602 bam 552.0 MB
EGAF00005095603 bam 823.9 MB
EGAF00005095604 bam 150.0 MB
EGAF00005095605 bam 1.6 GB
EGAF00005095606 bam 75.6 MB
EGAF00005095607 bam 874.3 MB
EGAF00005095608 bam 761.3 MB
EGAF00005095609 bam 569.7 MB
EGAF00005095610 bam 76.5 MB
EGAF00005095611 bam 631.5 MB
EGAF00005095612 bam 223.6 MB
EGAF00005095613 bam 228.6 MB
EGAF00005095614 bam 335.6 MB
EGAF00005095615 bam 317.8 MB
EGAF00005095616 bam 941.0 MB
EGAF00005095617 bam 378.0 MB
EGAF00005095618 bam 238.4 MB
EGAF00005095619 bam 995.5 MB
EGAF00005095620 bam 337.1 MB
EGAF00005095621 bam 362.8 MB
EGAF00005095622 bam 1.3 GB
EGAF00005095623 bam 161.7 MB
EGAF00005095624 bam 84.8 MB
EGAF00005095625 bam 1.3 GB
EGAF00005095626 bam 2.6 GB
EGAF00005095627 bam 439.9 MB
EGAF00005095628 bam 730.9 MB
EGAF00005095629 bam 638.9 MB
EGAF00005095630 bam 743.9 MB
EGAF00005095631 bam 1.1 GB
EGAF00005095632 bam 2.1 GB
EGAF00005095633 bam 437.5 MB
EGAF00005095634 bam 501.0 MB
EGAF00005095635 bam 144.2 MB
EGAF00005095636 bam 2.7 GB
EGAF00005095637 bam 1.8 GB
EGAF00005095638 bam 1.7 GB
EGAF00005095639 bam 950.1 MB
EGAF00005095640 bam 127.0 MB
EGAF00005095641 bam 299.1 MB
EGAF00005095642 bam 120.6 MB
EGAF00005095643 bam 364.4 MB
EGAF00005095644 bam 2.2 GB
EGAF00005095645 bam 1.1 GB
EGAF00005095646 bam 346.0 MB
EGAF00005095647 bam 1.1 GB
EGAF00005095648 bam 311.5 MB
EGAF00005095649 bam 1.2 GB
EGAF00005095650 bam 2.8 GB
EGAF00005095651 bam 750.1 MB
EGAF00005095652 bam 1.1 GB
EGAF00005095653 bam 35.3 MB
EGAF00005095654 bam 2.4 GB
EGAF00005095655 bam 370.5 MB
EGAF00005095656 bam 2.5 GB
EGAF00005095657 bam 1.6 GB
EGAF00005095658 bam 751.4 MB
EGAF00005095659 bam 365.3 MB
EGAF00005095660 bam 157.6 MB
EGAF00005095661 bam 1.4 GB
EGAF00005095662 bam 1.1 GB
EGAF00005095663 bam 1.1 GB
EGAF00005095664 bam 527.5 MB
EGAF00005095665 bam 1.2 GB
EGAF00005095666 bam 1.4 GB
EGAF00005095667 bam 857.8 MB
EGAF00005095668 bam 1.1 GB
EGAF00005095669 bam 79.3 MB
EGAF00005095670 bam 758.9 MB
EGAF00005095671 bam 601.6 MB
EGAF00005095672 bam 1.2 GB
EGAF00005095673 bam 486.5 MB
EGAF00005095674 bam 903.3 MB
EGAF00005095675 bam 518.8 MB
EGAF00005095676 bam 1.1 GB
EGAF00005095677 bam 2.3 GB
EGAF00005095678 bam 761.3 MB
EGAF00005095679 bam 190.2 MB
EGAF00005095680 bam 553.6 MB
EGAF00005095681 bam 76.3 MB
EGAF00005095682 bam 803.6 MB
EGAF00005095683 bam 1.4 GB
EGAF00005095684 bam 864.7 MB
EGAF00005095685 bam 422.9 MB
EGAF00005095686 bam 1.7 GB
EGAF00005095687 bam 499.1 MB
EGAF00005095688 bam 188.4 MB
EGAF00005095689 bam 194.0 MB
EGAF00005095690 bam 467.9 MB
EGAF00005095691 bam 552.7 MB
EGAF00005095692 bam 311.0 MB
EGAF00005095693 bam 719.7 MB
EGAF00005095694 bam 300.8 MB
EGAF00005095695 bam 984.3 MB
EGAF00005095696 bam 1.3 GB
EGAF00005095697 bam 709.9 MB
EGAF00005095698 bam 842.9 MB
EGAF00005095699 bam 2.0 GB
EGAF00005095700 bam 292.6 MB
EGAF00005095701 bam 196.5 MB
EGAF00005095702 bam 3.0 GB
EGAF00005095703 bam 984.4 MB
EGAF00005095704 bam 130.3 MB
EGAF00005095705 bam 756.6 MB
EGAF00005095706 bam 1.3 GB
EGAF00005095707 bam 464.3 MB
EGAF00005095708 bam 685.5 MB
EGAF00005095709 bam 1.4 GB
EGAF00005095710 bam 52.6 MB
EGAF00005095711 bam 138.1 MB
EGAF00005095712 bam 922.8 MB
EGAF00005095713 bam 2.2 GB
EGAF00005095714 bam 1.8 GB
EGAF00005095715 bam 651.2 MB
EGAF00005095716 bam 1.2 GB
EGAF00005095717 bam 2.3 GB
EGAF00005095718 bam 119.1 MB
EGAF00005095719 bam 1.7 GB
EGAF00005095720 bam 162.9 MB
EGAF00005095721 bam 126.8 MB
EGAF00005095722 bam 371.7 MB
EGAF00005095723 bam 72.9 MB
EGAF00005095724 bam 466.5 MB
EGAF00005095725 bam 89.3 MB
EGAF00005095726 bam 2.3 GB
EGAF00005095727 bam 447.7 MB
EGAF00005095728 bam 556.8 MB
EGAF00005095729 bam 1.5 GB
EGAF00005095730 bam 277.8 MB
EGAF00005095731 bam 246.1 MB
EGAF00005095732 bam 1.3 GB
EGAF00005095733 bam 1.5 GB
EGAF00005095734 bam 1.3 GB
EGAF00005095735 bam 1.3 GB
EGAF00005095736 bam 1.3 GB
EGAF00005095737 bam 798.1 MB
EGAF00005095738 bam 386.4 MB
EGAF00005095739 bam 1.4 GB
EGAF00005095740 bam 460.7 MB
EGAF00005095741 bam 1.2 GB
EGAF00005095742 bam 452.3 MB
EGAF00005095743 bam 98.7 MB
EGAF00005095744 bam 277.6 MB
EGAF00005095745 bam 4.5 GB
EGAF00005095746 bam 140.4 MB
EGAF00005095747 bam 1.9 GB
EGAF00005095748 bam 128.8 MB
EGAF00005095749 bam 322.9 MB
EGAF00005095750 bam 1.2 GB
EGAF00005095751 bam 149.2 MB
EGAF00005095752 bam 47.1 MB
EGAF00005095753 bam 25.6 MB
EGAF00005095754 bam 1.4 GB
EGAF00005095755 bam 1.1 GB
EGAF00005095756 bam 368.7 MB
EGAF00005095757 bam 531.2 MB
EGAF00005095758 bam 624.7 MB
EGAF00005095759 bam 1.0 GB
EGAF00005095760 bam 883.7 MB
EGAF00005095761 bam 119.2 MB
EGAF00005095762 bam 401.4 MB
EGAF00005095763 bam 123.0 MB
EGAF00005095764 bam 366.0 MB
EGAF00005095765 bam 83.5 MB
EGAF00005095766 bam 275.0 MB
EGAF00005095767 bam 714.4 MB
EGAF00005095768 bam 686.1 MB
EGAF00005095769 bam 130.7 MB
EGAF00005095770 bam 203.3 MB
EGAF00005095771 bam 344.5 MB
EGAF00005095772 bam 557.3 MB
EGAF00005095773 bam 449.1 MB
EGAF00005095774 bam 187.3 MB
EGAF00005095775 bam 698.8 MB
EGAF00005095776 bam 2.7 GB
EGAF00005095777 bam 35.8 MB
EGAF00005095778 bam 549.2 MB
EGAF00005095779 bam 2.8 GB
EGAF00005095780 bam 603.1 MB
EGAF00005095781 bam 2.4 GB
EGAF00005095782 bam 194.9 MB
EGAF00005095783 bam 519.9 MB
EGAF00005095784 bam 410.5 MB
EGAF00005095785 bam 159.2 MB
EGAF00005095786 bam 209.0 MB
EGAF00005095787 bam 770.5 MB
EGAF00005095788 bam 156.0 MB
EGAF00005095789 bam 39.3 MB
EGAF00005095790 bam 84.7 MB
EGAF00005095791 bam 372.3 MB
EGAF00005095792 bam 122.0 MB
EGAF00005095793 bam 740.4 MB
EGAF00005095794 bam 1.2 GB
EGAF00005095795 bam 77.4 MB
EGAF00005095796 bam 872.5 MB
EGAF00005095797 bam 207.9 MB
EGAF00005095798 bam 1.6 GB
EGAF00005095799 bam 116.1 MB
EGAF00005095800 bam 1.4 GB
EGAF00005095801 bam 235.4 MB
EGAF00005095802 bam 567.7 MB
EGAF00005095803 bam 2.7 GB
EGAF00005095804 bam 3.0 GB
EGAF00005095805 bam 451.4 MB
EGAF00005095806 bam 2.8 GB
EGAF00005095807 bam 558.6 MB
EGAF00005095808 bam 2.7 GB
EGAF00005095809 bam 2.8 GB
EGAF00005095810 bam 712.0 MB
EGAF00005095811 bam 427.4 MB
EGAF00005095812 bam 1.8 GB
EGAF00005095813 bam 152.3 MB
EGAF00005095814 bam 290.0 MB
EGAF00005095815 bam 2.0 GB
EGAF00005095816 bam 892.5 MB
EGAF00005095817 bam 293.5 MB
EGAF00005095818 bam 304.6 MB
EGAF00005095819 bam 233.5 MB
EGAF00005095820 bam 2.1 GB
EGAF00005095821 bam 213.9 MB
EGAF00005095822 bam 88.1 MB
EGAF00005095823 bam 299.9 MB
EGAF00005095824 bam 277.0 MB
EGAF00005095825 bam 333.2 MB
EGAF00005095826 bam 3.0 GB
EGAF00005095827 bam 1.2 GB
EGAF00005095828 bam 163.8 MB
EGAF00005095829 bam 183.0 MB
EGAF00005095830 bam 109.5 MB
EGAF00005095831 bam 268.5 MB
EGAF00005095832 bam 4.8 GB
EGAF00005095833 bam 38.6 MB
EGAF00005095834 bam 782.5 MB
EGAF00005095835 bam 699.3 MB
EGAF00005095836 bam 823.2 MB
EGAF00005095837 bam 3.4 GB
EGAF00005095838 bam 116.6 MB
EGAF00005095839 bam 402.9 MB
EGAF00005095840 bam 90.0 MB
EGAF00005095841 bam 182.5 MB
EGAF00005095842 bam 532.4 MB
EGAF00005095843 bam 180.7 MB
EGAF00005095844 bam 218.2 MB
EGAF00005095845 bam 1.7 GB
EGAF00005095846 bam 817.8 MB
EGAF00005095847 bam 122.7 MB
EGAF00005095848 bam 1.1 GB
EGAF00005095849 bam 889.9 MB
EGAF00005095850 bam 252.5 MB
EGAF00005095851 bam 803.0 MB
EGAF00005095852 bam 211.7 MB
EGAF00005095853 bam 2.9 GB
EGAF00005095854 bam 127.1 MB
EGAF00005095855 bam 778.1 MB
EGAF00005095856 bam 1.1 GB
EGAF00005095857 bam 248.4 MB
416 Files (306.4 GB)