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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
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 1615538883874 561.0 MB
EGAF00005095443 1615573276419 226.0 MB
EGAF00005095444 1615573276419 629.5 MB
EGAF00005095445 1615573276419 300.0 MB
EGAF00005095446 1615573276419 234.9 MB
EGAF00005095447 1615573276419 98.5 MB
EGAF00005095448 1615598526774 3.3 GB
EGAF00005095449 1615573276419 598.4 MB
EGAF00005095450 1615573276419 246.7 MB
EGAF00005095451 1615573276419 141.2 MB
EGAF00005095452 1615573276419 200.9 MB
EGAF00005095453 1615573276419 133.8 MB
EGAF00005095454 bam 329.4 MB
EGAF00005095455 bam 493.8 MB
EGAF00005095456 bam 307.3 MB
EGAF00005095457 1615573276419 78.3 MB
EGAF00005095458 bam 359.8 MB
EGAF00005095459 1615573276419 189.1 MB
EGAF00005095460 1615573276419 132.9 MB
EGAF00005095461 1615573276419 270.5 MB
EGAF00005095462 bam 308.4 MB
EGAF00005095463 bam 450.0 MB
EGAF00005095464 1615573276419 302.2 MB
EGAF00005095465 1615573276419 304.3 MB
EGAF00005095466 bam 492.2 MB
EGAF00005095467 1615573276419 181.3 MB
EGAF00005095468 1615573276419 198.6 MB
EGAF00005095469 bam 478.5 MB
EGAF00005095470 1615573276419 190.7 MB
EGAF00005095471 1615573276419 170.2 MB
EGAF00005095472 1615573276419 188.2 MB
EGAF00005095473 1615573276419 169.5 MB
EGAF00005095474 1615577763039 1.6 GB
EGAF00005095475 1615573276419 242.2 MB
EGAF00005095476 1615571942942 101.0 MB
EGAF00005095477 1615573276419 560.3 MB
EGAF00005095478 bam 398.9 MB
EGAF00005095479 1615571942942 183.5 MB
EGAF00005095480 1615571890766 295.4 MB
EGAF00005095481 bam 408.3 MB
EGAF00005095482 1615573276419 185.7 MB
EGAF00005095483 1615573276419 242.0 MB
EGAF00005095484 1615573276418 516.6 MB
EGAF00005095485 1615573276419 267.8 MB
EGAF00005095486 1615573276419 305.9 MB
EGAF00005095487 bam 479.5 MB
EGAF00005095488 1615571834261 175.5 MB
EGAF00005095489 1615573276419 241.5 MB
EGAF00005095490 bam 500.1 MB
EGAF00005095491 1615571890766 209.1 MB
EGAF00005095492 1615571834261 190.8 MB
EGAF00005095493 1615573276419 235.7 MB
EGAF00005095494 1615571834261 63.3 MB
EGAF00005095495 1615572003286 731.1 MB
EGAF00005095496 1615571714834 246.3 MB
EGAF00005095497 1615573276419 513.7 MB
EGAF00005095498 1615573276419 293.2 MB
EGAF00005095499 1615571890766 281.9 MB
EGAF00005095500 1615573276419 182.8 MB
EGAF00005095501 1615573276419 581.0 MB
EGAF00005095502 bam 480.8 MB
EGAF00005095503 bam 357.1 MB
EGAF00005095504 1615573276419 248.8 MB
EGAF00005095505 bam 492.3 MB
EGAF00005095506 1615571890766 103.9 MB
EGAF00005095507 1615571834261 532.7 MB
EGAF00005095508 1615573276419 535.9 MB
EGAF00005095509 1615571834261 123.7 MB
EGAF00005095510 bam 307.2 MB
EGAF00005095511 1615571770884 792.1 MB
EGAF00005095512 1615571834261 78.4 MB
EGAF00005095513 1615572003286 111.7 MB
EGAF00005095514 1615571890766 269.2 MB
EGAF00005095515 bam 347.4 MB
EGAF00005095516 1615571770884 204.8 MB
EGAF00005095517 bam 456.4 MB
EGAF00005095518 1615571834261 192.2 MB
EGAF00005095519 1615571770884 253.1 MB
EGAF00005095520 1615571770884 245.1 MB
EGAF00005095521 1615571770884 301.9 MB
EGAF00005095522 1615573276419 643.6 MB
EGAF00005095523 1615571942942 209.8 MB
EGAF00005095524 1615573276419 289.3 MB
EGAF00005095525 bam 421.7 MB
EGAF00005095526 1615571523403 96.0 MB
EGAF00005095527 bam 421.8 MB
EGAF00005095528 1615571593390 286.5 MB
EGAF00005095529 1615571593390 287.0 MB
EGAF00005095530 1615571593390 163.6 MB
EGAF00005095531 bam 392.6 MB
EGAF00005095532 1615571593390 779.2 MB
EGAF00005095533 1615572003286 503.8 MB
EGAF00005095534 1615573743525 1.6 GB
EGAF00005095535 1615571593390 243.6 MB
EGAF00005095536 bam 344.4 MB
EGAF00005095537 1615571593390 122.1 MB
EGAF00005095538 1615571414545 186.6 MB
EGAF00005095539 bam 397.9 MB
EGAF00005095540 1615573276419 248.4 MB
EGAF00005095541 1615571890766 659.5 MB
EGAF00005095542 1615571942942 1.4 GB
EGAF00005095543 bam 401.6 MB
EGAF00005095544 1615573276419 992.2 MB
EGAF00005095545 bam 480.3 MB
EGAF00005095546 1615571360105 162.0 MB
EGAF00005095547 1615573276419 1.1 GB
EGAF00005095548 bam 409.0 MB
EGAF00005095549 1615573276419 626.3 MB
EGAF00005095550 1615591878927 2.2 GB
EGAF00005095551 1615571175591 126.0 MB
EGAF00005095552 1615579967473 1.7 GB
EGAF00005095553 bam 444.2 MB
EGAF00005095554 1615573276419 565.2 MB
EGAF00005095555 1615571103138 1.2 GB
EGAF00005095556 1615573276419 1.4 GB
EGAF00005095557 bam 321.1 MB
EGAF00005095558 1615571654628 1.4 GB
EGAF00005095559 1615571593390 300.4 MB
EGAF00005095560 1615570745022 147.6 MB
EGAF00005095561 1615601825429 3.6 GB
EGAF00005095562 1615571043334 184.1 MB
EGAF00005095563 1615595652462 3.1 GB
EGAF00005095564 1615593095304 2.8 GB
EGAF00005095565 bam 352.7 MB
EGAF00005095566 1615571224478 820.8 MB
EGAF00005095567 1615570864648 202.8 MB
EGAF00005095568 1615570809568 115.4 MB
EGAF00005095569 bam 361.5 MB
EGAF00005095570 1615585994553 1.8 GB
EGAF00005095571 1615570809568 627.2 MB
EGAF00005095572 1615573276419 1.1 GB
EGAF00005095573 1615570923911 245.6 MB
EGAF00005095574 1615570698735 150.0 MB
EGAF00005095575 1615571103138 1.3 GB
EGAF00005095576 1615570923911 180.5 MB
EGAF00005095577 1615570864648 545.9 MB
EGAF00005095578 bam 399.3 MB
EGAF00005095579 1615592612755 2.8 GB
EGAF00005095580 bam 415.1 MB
EGAF00005095581 bam 313.9 MB
EGAF00005095582 1615575243621 1.6 GB
EGAF00005095583 1615571770884 1.2 GB
EGAF00005095584 1615570993728 109.3 MB
EGAF00005095585 1615570631084 222.3 MB
EGAF00005095586 1615571472176 1.5 GB
EGAF00005095587 1615570993728 298.2 MB
EGAF00005095588 1615570564073 54.2 MB
EGAF00005095589 1615571288009 501.9 MB
EGAF00005095590 bam 444.0 MB
EGAF00005095591 bam 465.6 MB
EGAF00005095592 1615570631084 126.6 MB
EGAF00005095593 bam 485.9 MB
EGAF00005095594 1615592977685 2.8 GB
EGAF00005095595 1615573276419 817.4 MB
EGAF00005095596 bam 326.7 MB
EGAF00005095597 1615570513700 522.2 MB
EGAF00005095598 1615601438342 4.2 GB
EGAF00005095599 1615573276419 622.5 MB
EGAF00005095600 1615571103138 1.0 GB
EGAF00005095601 1615583262162 1.8 GB
EGAF00005095602 1615570864648 552.0 MB
EGAF00005095603 1615570698735 823.9 MB
EGAF00005095604 1615570212764 150.0 MB
EGAF00005095605 1615576565651 1.6 GB
EGAF00005095606 1615570142330 75.6 MB
EGAF00005095607 1615570631084 874.3 MB
EGAF00005095608 1615570923911 761.3 MB
EGAF00005095609 1615571288009 569.7 MB
EGAF00005095610 1615570212764 76.5 MB
EGAF00005095611 1615571654628 631.5 MB
EGAF00005095612 1615570142330 223.6 MB
EGAF00005095613 1615570263299 228.6 MB
EGAF00005095614 bam 335.6 MB
EGAF00005095615 bam 317.8 MB
EGAF00005095616 1615574358892 941.0 MB
EGAF00005095617 bam 378.0 MB
EGAF00005095618 1615570142330 238.4 MB
EGAF00005095619 1615571654628 995.5 MB
EGAF00005095620 bam 337.1 MB
EGAF00005095621 bam 362.8 MB
EGAF00005095622 1615571288009 1.3 GB
EGAF00005095623 1615570513700 161.7 MB
EGAF00005095624 1615569962287 84.8 MB
EGAF00005095625 1615571288009 1.3 GB
EGAF00005095626 1615592055798 2.6 GB
EGAF00005095627 bam 439.9 MB
EGAF00005095628 1615569962287 730.9 MB
EGAF00005095629 1615571414545 638.9 MB
EGAF00005095630 1615570212764 743.9 MB
EGAF00005095631 1615570382985 1.1 GB
EGAF00005095632 1615589360996 2.1 GB
EGAF00005095633 bam 437.5 MB
EGAF00005095634 1615571175591 501.0 MB
EGAF00005095635 1615570513700 144.2 MB
EGAF00005095636 1615592115290 2.7 GB
EGAF00005095637 1615585746601 1.8 GB
EGAF00005095638 1615579737921 1.7 GB
EGAF00005095639 1615570082348 950.1 MB
EGAF00005095640 1615569679659 127.0 MB
EGAF00005095641 1615569063447 299.1 MB
EGAF00005095642 1615570263299 120.6 MB
EGAF00005095643 bam 364.4 MB
EGAF00005095644 1615588871810 2.2 GB
EGAF00005095645 1615569679659 1.1 GB
EGAF00005095646 bam 346.0 MB
EGAF00005095647 1615570332091 1.1 GB
EGAF00005095648 bam 311.5 MB
EGAF00005095649 1615570082348 1.2 GB
EGAF00005095650 1615592977685 2.8 GB
EGAF00005095651 1615569732928 750.1 MB
EGAF00005095652 1615572003286 1.1 GB
EGAF00005095653 1615569962287 35.3 MB
EGAF00005095654 1615590801251 2.4 GB
EGAF00005095655 bam 370.5 MB
EGAF00005095656 1615590737515 2.5 GB
EGAF00005095657 1615574777007 1.6 GB
EGAF00005095658 1615570263299 751.4 MB
EGAF00005095659 bam 365.3 MB
EGAF00005095660 1615569242913 157.6 MB
EGAF00005095661 1615569139271 1.4 GB
EGAF00005095662 1615573276419 1.1 GB
EGAF00005095663 1615573276419 1.1 GB
EGAF00005095664 1615569679659 527.5 MB
EGAF00005095665 1615569424230 1.2 GB
EGAF00005095666 1615568357652 1.4 GB
EGAF00005095667 1615570564073 857.8 MB
EGAF00005095668 1615569558755 1.1 GB
EGAF00005095669 1615568170687 79.3 MB
EGAF00005095670 1615569046104 758.9 MB
EGAF00005095671 1615569046104 601.6 MB
EGAF00005095672 1615569913480 1.2 GB
EGAF00005095673 bam 486.5 MB
EGAF00005095674 1615569195865 903.3 MB
EGAF00005095675 1615569046104 518.8 MB
EGAF00005095676 1615569046104 1.1 GB
EGAF00005095677 1615590801251 2.3 GB
EGAF00005095678 1615567862712 761.3 MB
EGAF00005095679 1615567748922 190.2 MB
EGAF00005095680 1615568052072 553.6 MB
EGAF00005095681 1615567693113 76.3 MB
EGAF00005095682 1615567922741 803.6 MB
EGAF00005095683 1615569732928 1.4 GB
EGAF00005095684 1615569046104 864.7 MB
EGAF00005095685 bam 422.9 MB
EGAF00005095686 1615582029166 1.7 GB
EGAF00005095687 bam 499.1 MB
EGAF00005095688 1615567502950 188.4 MB
EGAF00005095689 1615567152240 194.0 MB
EGAF00005095690 bam 467.9 MB
EGAF00005095691 1615567562778 552.7 MB
EGAF00005095692 bam 311.0 MB
EGAF00005095693 1615567442910 719.7 MB
EGAF00005095694 1615566742006 300.8 MB
EGAF00005095695 1615569046104 984.3 MB
EGAF00005095696 1615566978142 1.3 GB
EGAF00005095697 1615567022695 709.9 MB
EGAF00005095698 1615566783531 842.9 MB
EGAF00005095699 1615586896073 2.0 GB
EGAF00005095700 1615568357652 292.6 MB
EGAF00005095701 1615569046104 196.5 MB
EGAF00005095702 1615595552136 3.0 GB
EGAF00005095703 1615568357652 984.4 MB
EGAF00005095704 1615568293536 130.3 MB
EGAF00005095705 1615569913480 756.6 MB
EGAF00005095706 1615570513700 1.3 GB
EGAF00005095707 bam 464.3 MB
EGAF00005095708 1615569046104 685.5 MB
EGAF00005095709 1615569483391 1.4 GB
EGAF00005095710 1615568110327 52.6 MB
EGAF00005095711 1615567382792 138.1 MB
EGAF00005095712 1615567263420 922.8 MB
EGAF00005095713 1615588871810 2.2 GB
EGAF00005095714 1615585268917 1.8 GB
EGAF00005095715 1615566783531 651.2 MB
EGAF00005095716 1615569843514 1.2 GB
EGAF00005095717 1615588747495 2.3 GB
EGAF00005095718 1615567263420 119.1 MB
EGAF00005095719 1615580476784 1.7 GB
EGAF00005095720 1615567442910 162.9 MB
EGAF00005095721 1615567382792 126.8 MB
EGAF00005095722 bam 371.7 MB
EGAF00005095723 1615568052072 72.9 MB
EGAF00005095724 bam 466.5 MB
EGAF00005095725 1615568110327 89.3 MB
EGAF00005095726 1615592055798 2.3 GB
EGAF00005095727 bam 447.7 MB
EGAF00005095728 1615569046104 556.8 MB
EGAF00005095729 1615568240292 1.5 GB
EGAF00005095730 1615569046104 277.8 MB
EGAF00005095731 1615568357652 246.1 MB
EGAF00005095732 1615568403311 1.3 GB
EGAF00005095733 1615569242913 1.5 GB
EGAF00005095734 1615570032662 1.3 GB
EGAF00005095735 1615573276419 1.3 GB
EGAF00005095736 1615573399018 1.3 GB
EGAF00005095737 1615569679659 798.1 MB
EGAF00005095738 bam 386.4 MB
EGAF00005095739 1615569046104 1.4 GB
EGAF00005095740 bam 460.7 MB
EGAF00005095741 1615569843514 1.2 GB
EGAF00005095742 bam 452.3 MB
EGAF00005095743 1615569046104 98.7 MB
EGAF00005095744 1615569195865 277.6 MB
EGAF00005095745 1615610649094 4.5 GB
EGAF00005095746 1615569046104 140.4 MB
EGAF00005095747 1615586282733 1.9 GB
EGAF00005095748 1615569372605 128.8 MB
EGAF00005095749 bam 322.9 MB
EGAF00005095750 1615570382985 1.2 GB
EGAF00005095751 1615569962287 149.2 MB
EGAF00005095752 1615569913480 47.1 MB
EGAF00005095753 1615569679659 25.6 MB
EGAF00005095754 1615573276419 1.4 GB
EGAF00005095755 1615570745022 1.1 GB
EGAF00005095756 bam 368.7 MB
EGAF00005095757 1615570631084 531.2 MB
EGAF00005095758 1615570631084 624.7 MB
EGAF00005095759 1615570745022 1.0 GB
EGAF00005095760 1615570809568 883.7 MB
EGAF00005095761 1615570745022 119.2 MB
EGAF00005095762 bam 401.4 MB
EGAF00005095763 1615570698735 123.0 MB
EGAF00005095764 bam 366.0 MB
EGAF00005095765 1615571523403 83.5 MB
EGAF00005095766 1615571593390 275.0 MB
EGAF00005095767 1615573276419 714.4 MB
EGAF00005095768 1615573276419 686.1 MB
EGAF00005095769 1615571523403 130.7 MB
EGAF00005095770 1615571472176 203.3 MB
EGAF00005095771 bam 344.5 MB
EGAF00005095772 1615570032662 557.3 MB
EGAF00005095773 bam 449.1 MB
EGAF00005095774 1615569679659 187.3 MB
EGAF00005095775 1615569603253 698.8 MB
EGAF00005095776 1615591774014 2.7 GB
EGAF00005095777 1615569242913 35.8 MB
EGAF00005095778 1615570454398 549.2 MB
EGAF00005095779 1615593270384 2.8 GB
EGAF00005095780 1615569913480 603.1 MB
EGAF00005095781 1615591774014 2.4 GB
EGAF00005095782 1615571654628 194.9 MB
EGAF00005095783 1615570382985 519.9 MB
EGAF00005095784 bam 410.5 MB
EGAF00005095785 1615570142330 159.2 MB
EGAF00005095786 1615570382985 209.0 MB
EGAF00005095787 1615571714834 770.5 MB
EGAF00005095788 1615570212764 156.0 MB
EGAF00005095789 1615571593390 39.3 MB
EGAF00005095790 1615571593390 84.7 MB
EGAF00005095791 bam 372.3 MB
EGAF00005095792 1615570564073 122.0 MB
EGAF00005095793 1615573276419 740.4 MB
EGAF00005095794 1615573504597 1.2 GB
EGAF00005095795 1615570698735 77.4 MB
EGAF00005095796 1615573335779 872.5 MB
EGAF00005095797 1615570923911 207.9 MB
EGAF00005095798 1615579737921 1.6 GB
EGAF00005095799 1615570631084 116.1 MB
EGAF00005095800 1615573335779 1.4 GB
EGAF00005095801 1615571288009 235.4 MB
EGAF00005095802 1615571224478 567.7 MB
EGAF00005095803 1615593387400 2.7 GB
EGAF00005095804 1615595552136 3.0 GB
EGAF00005095805 bam 451.4 MB
EGAF00005095806 1615592977685 2.8 GB
EGAF00005095807 1615570864648 558.6 MB
EGAF00005095808 1615592654256 2.7 GB
EGAF00005095809 1615595552136 2.8 GB
EGAF00005095810 1615573335779 712.0 MB
EGAF00005095811 bam 427.4 MB
EGAF00005095812 1615584303383 1.8 GB
EGAF00005095813 1615571654628 152.3 MB
EGAF00005095814 1615573335779 290.0 MB
EGAF00005095815 1615586896073 2.0 GB
EGAF00005095816 1615573335779 892.5 MB
EGAF00005095817 1615571942942 293.5 MB
EGAF00005095818 1615573335779 304.6 MB
EGAF00005095819 1615573335779 233.5 MB
EGAF00005095820 1615587268375 2.1 GB
EGAF00005095821 1615571770884 213.9 MB
EGAF00005095822 1615571770884 88.1 MB
EGAF00005095823 1615571942942 299.9 MB
EGAF00005095824 1615571834261 277.0 MB
EGAF00005095825 bam 333.2 MB
EGAF00005095826 1615596034426 3.0 GB
EGAF00005095827 1615573335779 1.2 GB
EGAF00005095828 1615571834261 163.8 MB
EGAF00005095829 1615573335779 183.0 MB
EGAF00005095830 1615572003286 109.5 MB
EGAF00005095831 1615573335779 268.5 MB
EGAF00005095832 1615608537413 4.8 GB
EGAF00005095833 1615571890766 38.6 MB
EGAF00005095834 1615573399018 782.5 MB
EGAF00005095835 1615573335779 699.3 MB
EGAF00005095836 1615573335779 823.2 MB
EGAF00005095837 1615598526774 3.4 GB
EGAF00005095838 1615573335779 116.6 MB
EGAF00005095839 bam 402.9 MB
EGAF00005095840 1615573335779 90.0 MB
EGAF00005095841 1615573335779 182.5 MB
EGAF00005095842 1615573335779 532.4 MB
EGAF00005095843 1615573335779 180.7 MB
EGAF00005095844 1615573335779 218.2 MB
EGAF00005095845 1615580113956 1.7 GB
EGAF00005095846 1615573335779 817.8 MB
EGAF00005095847 1615573335779 122.7 MB
EGAF00005095848 1615573335779 1.1 GB
EGAF00005095849 1615573817398 889.9 MB
EGAF00005095850 1615573335779 252.5 MB
EGAF00005095851 1615573623748 803.0 MB
EGAF00005095852 1615573335779 211.7 MB
EGAF00005095853 1615595552136 2.9 GB
EGAF00005095854 1615573335779 127.1 MB
EGAF00005095855 1615574285073 778.1 MB
EGAF00005095856 1615573335779 1.1 GB
EGAF00005095857 1615573335779 248.4 MB
416 Files (306.4 GB)