Need Help?

Polyclonal selection of immune checkpoint mutations in thyroid autoimmunity - LCMB_WES

Our immune system contains multiple tolerance checkpoints to prevent the activation of self-reactive lymphocytes. How some lymphocytes escape these constraints to cause autoimmune disease remains poorly understood. A long-standing hypothesis in autoimmunity posits that somatic mutations in immune regulatory genes may enable self-reactive lymphocytes to bypass tolerance checkpoints. However, testing this hypothesis has proved challenging due to technical limitations in detecting somatic mutations in polyclonal cell populations. Here, we use deep whole-exome and targeted NanoSeq, a highly accurate single-molecule DNA sequencing protocol, to comprehensively search for driver mutations in autoimmune thyroid disease. This revealed a remarkably high number of B cell clones convergently acquiring loss-of-function somatic mutations in key immune checkpoint genes TNFRSF14 (also known as HVEM) and CD274 (encoding PD-L1), as well as less frequent driver mutations in a diversity of other immune genes. In highly inflamed biopsies, we detected tens to hundreds of independent immune-checkpoint mutant clones. Laser capture microdissection, methylation sequencing, spatial transcriptomics, immunohistochemistry and single-nucleus DNA sequencing localised these mutations to non-naive B cells and revealed frequent co-occurrence of drivers in single cells. We found widespread TNFRSF14 biallelic loss in mutant B cells, and several clones with as many as 4-6 driver mutations. Whilst each clone accounts for a small proportion of cells (typically <1%), the myriad mutant clones in each donor collectively amounted to a substantial fraction of B cells harbouring one or more driver mutations. Our results support the hypothesis that somatic mutations in autoimmune lymphocytes may allow them to escape tolerance constraints through a polyclonal cascade of somatic evolution. These findings provide new insights into the molecular basis of autoimmune disease and suggest novel diagnostic and therapeutic avenues.

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
EGAS00001007772 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
EGAF00009028301 cram 1.3 GB
EGAF00009028302 cram 1.1 GB
EGAF00009028303 cram 1.3 GB
EGAF00009028304 cram 1.3 GB
EGAF00009028305 cram 1.2 GB
EGAF00009028306 cram 1.4 GB
EGAF00009028307 cram 1.4 GB
EGAF00009028308 cram 1.3 GB
EGAF00009028309 cram 1.2 GB
EGAF00009028310 cram 1.0 GB
EGAF00009028311 cram 1.3 GB
EGAF00009028312 cram 1.3 GB
EGAF00009028313 cram 1.1 GB
EGAF00009028314 cram 1.2 GB
EGAF00009028315 cram 1.5 GB
EGAF00009028316 cram 1.2 GB
EGAF00009028317 cram 1.4 GB
EGAF00009028318 cram 1.5 GB
EGAF00009028319 cram 1.6 GB
EGAF00009028320 cram 1.3 GB
EGAF00009028321 cram 1.3 GB
EGAF00009028322 cram 1.4 GB
EGAF00009028323 cram 1.5 GB
EGAF00009028324 cram 1.3 GB
EGAF00009028325 cram 1.5 GB
EGAF00009028326 cram 1.5 GB
EGAF00009028327 cram 1.2 GB
EGAF00009028328 cram 1.2 GB
EGAF00009028329 cram 1.3 GB
EGAF00009028330 cram 1.2 GB
EGAF00009028331 cram 1.3 GB
EGAF00009028332 cram 1.5 GB
EGAF00009028333 cram 1.5 GB
EGAF00009028334 cram 1.5 GB
EGAF00009028335 cram 1.0 GB
EGAF00009028336 cram 1.2 GB
EGAF00009028337 cram 1.3 GB
EGAF00009028338 cram 1.3 GB
EGAF00009028339 cram 1.2 GB
EGAF00009028340 cram 1.4 GB
EGAF00009028341 cram 1.4 GB
EGAF00009028342 cram 1.3 GB
EGAF00009028343 cram 1.5 GB
EGAF00009028344 cram 1.2 GB
EGAF00009028345 cram 1.2 GB
EGAF00009028346 cram 1.1 GB
EGAF00009028347 cram 1.4 GB
EGAF00009028348 cram 1.2 GB
EGAF00009028349 cram 1.4 GB
EGAF00009028350 cram 1.4 GB
EGAF00009028351 cram 1.5 GB
EGAF00009028352 cram 1.4 GB
EGAF00009028353 cram 1.4 GB
EGAF00009028354 cram 1.3 GB
EGAF00009028355 cram 1.3 GB
EGAF00009028356 cram 1.5 GB
EGAF00009028357 cram 1.3 GB
EGAF00009028358 cram 1.5 GB
EGAF00009028359 cram 1.8 GB
EGAF00009028360 cram 1.3 GB
EGAF00009028361 cram 1.3 GB
EGAF00009028362 cram 1.1 GB
EGAF00009028363 cram 1.4 GB
EGAF00009028364 cram 1.3 GB
EGAF00009028365 cram 1.3 GB
EGAF00009028366 cram 1.2 GB
EGAF00009028367 cram 1.3 GB
EGAF00009028368 cram 1.3 GB
EGAF00009028369 cram 1.4 GB
EGAF00009028370 cram 1.4 GB
EGAF00009028371 cram 1.1 GB
EGAF00009028372 cram 1.4 GB
EGAF00009028373 cram 1.4 GB
EGAF00009028374 cram 1.3 GB
EGAF00009028375 cram 1.4 GB
EGAF00009028376 cram 1.3 GB
EGAF00009028377 cram 1.3 GB
EGAF00009028378 cram 1.3 GB
EGAF00009028379 cram 1.3 GB
EGAF00009028380 cram 1.1 GB
EGAF00009028381 cram 1.3 GB
EGAF00009028382 cram 1.5 GB
EGAF00009028383 cram 1.1 GB
EGAF00009028384 cram 1.3 GB
EGAF00009028385 cram 1.3 GB
EGAF00009028386 cram 1.4 GB
EGAF00009028387 cram 1.3 GB
EGAF00009028388 cram 1.2 GB
EGAF00009028389 cram 1.3 GB
EGAF00009028390 cram 1.2 GB
EGAF00009028391 cram 1.3 GB
EGAF00009028392 cram 1.3 GB
EGAF00009028393 cram 1.5 GB
EGAF00009028394 cram 1.5 GB
EGAF00009028395 cram 1.6 GB
EGAF00009028396 cram 1.5 GB
EGAF00009028411 cram 1.3 GB
EGAF00009028412 cram 1.3 GB
EGAF00009028413 cram 1.1 GB
EGAF00009028414 cram 1.2 GB
EGAF00009028415 cram 456.4 MB
EGAF00009028416 cram 482.6 MB
EGAF00009028417 cram 388.0 MB
EGAF00009028418 cram 1.2 GB
EGAF00009028419 cram 1.4 GB
EGAF00009028420 cram 1.3 GB
EGAF00009028421 cram 1.5 GB
EGAF00009028422 cram 1.3 GB
EGAF00009028423 cram 1.4 GB
EGAF00009028424 cram 1.2 GB
EGAF00009028425 cram 1.3 GB
EGAF00009028426 cram 880.7 MB
EGAF00009028427 cram 1.2 GB
EGAF00009028428 cram 1.1 GB
EGAF00009028429 cram 1.3 GB
EGAF00009028430 cram 1.3 GB
EGAF00009028431 cram 1.2 GB
EGAF00009028432 cram 1.2 GB
EGAF00009028433 cram 1.1 GB
EGAF00009028434 cram 1.2 GB
EGAF00009028435 cram 1.3 GB
EGAF00009028436 cram 1.5 GB
EGAF00009028437 cram 1.4 GB
EGAF00009028438 cram 1.1 GB
EGAF00009028439 cram 1.1 GB
EGAF00009028440 cram 1.3 GB
EGAF00009028441 cram 1.5 GB
EGAF00009028442 cram 1.2 GB
EGAF00009028443 cram 1.4 GB
EGAF00009028560 cram 265.3 MB
EGAF00009028561 cram 1.3 GB
EGAF00009028562 cram 1.2 GB
EGAF00009028563 cram 1.0 GB
EGAF00009028564 cram 1.3 GB
EGAF00009028565 cram 1.4 GB
EGAF00009028566 cram 1.5 GB
EGAF00009028567 cram 1.6 GB
EGAF00009028568 cram 1.1 GB
EGAF00009028569 cram 1.5 GB
EGAF00009028570 cram 1.5 GB
EGAF00009028571 cram 1.3 GB
EGAF00009028572 cram 1.4 GB
EGAF00009028573 cram 1.5 GB
EGAF00009028574 cram 1.5 GB
EGAF00009028575 cram 1.5 GB
EGAF00009028576 cram 1.4 GB
EGAF00009028577 cram 1.3 GB
EGAF00009028578 cram 1.5 GB
EGAF00009028579 cram 1.4 GB
EGAF00009028580 cram 1.4 GB
EGAF00009028581 cram 1.3 GB
EGAF00009028582 cram 1.1 GB
EGAF00009028583 cram 1.4 GB
EGAF00009028584 cram 1.1 GB
EGAF00009028585 cram 1.2 GB
EGAF00009028586 cram 1.3 GB
EGAF00009028587 cram 1.3 GB
EGAF00009028588 cram 1.4 GB
EGAF00009028589 cram 1.2 GB
EGAF00009028590 cram 899.4 MB
EGAF00009028591 cram 1.1 GB
EGAF00009028592 cram 1.5 GB
EGAF00009028593 cram 1.3 GB
EGAF00009028594 cram 1.2 GB
EGAF00009028595 cram 1.1 GB
EGAF00009028596 cram 1.3 GB
EGAF00009028597 cram 1.2 GB
EGAF00009028598 cram 920.4 MB
EGAF00009028599 cram 1.2 GB
EGAF00009028600 cram 1.2 GB
EGAF00009028601 cram 946.2 MB
EGAF00009028602 cram 1.1 GB
EGAF00009028640 cram 1.1 GB
EGAF00009028641 cram 1.5 GB
EGAF00009028642 cram 1.3 GB
EGAF00009028643 cram 1.2 GB
EGAF00009028644 cram 1.2 GB
EGAF00009028645 cram 1.2 GB
EGAF00009028646 cram 1.3 GB
EGAF00009028647 cram 998.3 MB
EGAF00009028648 cram 955.2 MB
EGAF00009028649 cram 1.3 GB
EGAF00009028650 cram 1.1 GB
EGAF00009028651 cram 1.0 GB
EGAF00009028652 cram 1.0 GB
EGAF00009028653 cram 1.3 GB
EGAF00009028654 cram 1.1 GB
EGAF00009028655 cram 1.4 GB
EGAF00009028656 cram 1.2 GB
EGAF00009028657 cram 1.5 GB
EGAF00009028658 cram 1.1 GB
EGAF00009028659 cram 1.2 GB
EGAF00009028660 cram 1.4 GB
EGAF00009028661 cram 1.3 GB
EGAF00009028662 cram 1.1 GB
EGAF00009028663 cram 1.3 GB
EGAF00009028664 cram 1.3 GB
EGAF00009028665 cram 1.1 GB
EGAF00009028666 cram 1.1 GB
EGAF00009028667 cram 1.1 GB
EGAF00009028668 cram 1.1 GB
EGAF00009028669 cram 1.5 GB
EGAF00009028670 cram 1.5 GB
EGAF00009028671 cram 1.4 GB
EGAF00009028672 cram 1.5 GB
EGAF00009028673 cram 1.0 GB
EGAF00009028674 cram 1.2 GB
EGAF00009028675 cram 1.3 GB
EGAF00009028676 cram 1.1 GB
EGAF00009028677 cram 1.1 GB
EGAF00009028678 cram 1.3 GB
EGAF00009028679 cram 1.4 GB
EGAF00009028680 cram 1.5 GB
EGAF00009028681 cram 1.2 GB
EGAF00009028682 cram 1.0 GB
EGAF00009028683 cram 1.4 GB
EGAF00009028684 cram 1.4 GB
EGAF00009028685 cram 992.0 MB
EGAF00009028686 cram 1.3 GB
219 Files (279.3 GB)