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Comprehensive cancer predisposition gene testing in an adult multiple primary tumor series shows a broad range of deleterious variants and atypical tumor phenotypes

Multiple primary tumors (MPT) affect a substantial proportion of cancer survivors and may result from various causes including inherited predisposition. Currently, germline genetic testing of MPT cases for cancer predisposition gene (CPG) variants is mostly targeted by tumor type. We ascertained pre-assessed MPT cases from genetics centers (defined as ≥2 primaries by age 60 years or ≥3 by 70) and performed whole genome sequencing (WGS) on 460 individuals from 440 families. Despite previous negative genetic assessment/molecular investigations, pathogenic variants in moderate and high-risk CPGs were detected in 67/440 (15.2%) of probands. WGS detected variants that would not be (or were not) detected by targeted resequencing strategies including structural variants at low frequency (6/440 (1.4%) of probands). In most individuals with a germline variant assessed as pathogenic or likely pathogenic (P/LP), at least one of their tumor types was characteristic of variants in the relevant CPG. However, in 29 probands (42.2% of those with a P/LP variant) the tumor phenotype appeared discordant. The frequency of individuals with truncating or splice site CPG variants and at least one discordant tumor type was significantly higher than a control population (χ2=43.642 P=<0.0001). 2/67 (3%) of probands with P/LP variants had evidence of multiple inherited neoplasia allele syndrome (MINAS) with deleterious variants in two CPGs. Summing together variant detection rates from a similarly ascertained previous MPT case series, the present results suggest that first-line comprehensive CPG analysis in a clinical genetics referral-based MPT cohort would detect a deleterious variant in about a third of cases.

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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
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 Located in
EGAF00000825623 cram 43.5 GB
EGAF00000825624 cram 39.7 GB
EGAF00000825625 cram 39.1 GB
EGAF00000825627 cram 38.0 GB
EGAF00000825629 cram 40.1 GB
EGAF00000825632 cram 43.8 GB
EGAF00000825729 cram 43.3 GB
EGAF00000862088 cram 38.9 GB
EGAF00000862093 cram 38.4 GB
EGAF00000862098 cram 39.2 GB
EGAF00000880530 cram 39.9 GB
EGAF00000880532 cram 42.7 GB
EGAF00000881412 cram 39.3 GB
EGAF00000883080 cram 39.0 GB
EGAF00000883089 cram 39.9 GB
EGAF00000883093 cram 39.4 GB
EGAF00000883095 cram 41.0 GB
EGAF00000883096 cram 39.6 GB
EGAF00000883097 cram 39.9 GB
EGAF00000883103 cram 40.7 GB
EGAF00000883158 cram 42.8 GB
EGAF00000884371 cram 42.3 GB
EGAF00000896351 cram 39.5 GB
EGAF00000896352 cram 41.1 GB
EGAF00000896355 cram 41.2 GB
EGAF00000896358 cram 40.3 GB
EGAF00000896363 cram 40.0 GB
EGAF00000896373 cram 39.8 GB
EGAF00000896375 cram 39.7 GB
EGAF00000900008 cram 38.7 GB
EGAF00000900012 cram 38.5 GB
EGAF00000900014 cram 38.7 GB
EGAF00000900015 cram 38.3 GB
EGAF00000900017 cram 40.1 GB
EGAF00000900026 cram 39.5 GB
EGAF00000900567 cram 41.4 GB
EGAF00000900575 cram 36.8 GB
EGAF00000900587 cram 38.3 GB
EGAF00000902272 cram 41.4 GB
EGAF00000902620 cram 39.4 GB
EGAF00000902622 cram 40.1 GB
EGAF00000902626 cram 40.5 GB
EGAF00000902628 cram 39.7 GB
EGAF00000902629 cram 39.8 GB
EGAF00000902639 cram 39.9 GB
EGAF00000902870 cram 37.4 GB
EGAF00000902876 cram 38.4 GB
EGAF00000902877 cram 35.8 GB
EGAF00000902878 cram 38.5 GB
EGAF00000902884 cram 33.8 GB
EGAF00000902894 cram 39.2 GB
EGAF00000902895 cram 37.8 GB
EGAF00000902971 cram 38.8 GB
EGAF00000902976 cram 35.1 GB
EGAF00000902984 cram 37.7 GB
EGAF00000902986 cram 40.6 GB
EGAF00000902989 cram 37.4 GB
EGAF00000902990 cram 39.7 GB
EGAF00000902991 cram 38.6 GB
EGAF00000903753 cram 38.9 GB
EGAF00000903760 cram 40.1 GB
EGAF00000903767 cram 41.6 GB
EGAF00000903780 cram 35.5 GB
EGAF00000905711 cram 39.6 GB
EGAF00000905914 cram 39.0 GB
EGAF00000905948 cram 38.3 GB
EGAF00000905981 cram 37.6 GB
EGAF00000905983 cram 38.4 GB
EGAF00000905986 cram 38.7 GB
EGAF00000907826 cram 38.0 GB
EGAF00000907893 cram 39.1 GB
EGAF00000908344 cram 39.0 GB
EGAF00000908419 cram 35.3 GB
EGAF00000908435 cram 34.2 GB
EGAF00000908675 cram 38.2 GB
EGAF00000908721 cram 38.2 GB
EGAF00000908770 cram 41.2 GB
EGAF00000908847 cram 40.6 GB
EGAF00000908848 cram 37.2 GB
EGAF00000908854 cram 37.3 GB
EGAF00000911156 cram 37.2 GB
EGAF00000922949 cram 37.6 GB
EGAF00000922954 cram 40.0 GB
EGAF00000922962 cram 39.8 GB
EGAF00000922967 cram 38.5 GB
EGAF00000939388 cram 35.8 GB
EGAF00000939397 cram 42.9 GB
EGAF00000939398 cram 42.4 GB
EGAF00000941956 cram 39.1 GB
EGAF00000949203 cram 37.4 GB
EGAF00000976614 cram 39.2 GB
EGAF00000976620 cram 36.3 GB
EGAF00000976625 cram 38.0 GB
EGAF00000976626 cram 41.7 GB
EGAF00000976634 cram 37.1 GB
EGAF00000976635 cram 37.7 GB
EGAF00000976637 cram 37.7 GB
EGAF00000992979 cram 36.6 GB
EGAF00000992982 cram 42.5 GB
EGAF00000992985 cram 41.9 GB
EGAF00000992988 cram 40.9 GB
EGAF00000992990 cram 37.3 GB
EGAF00000992993 cram 39.5 GB
EGAF00000992994 cram 43.6 GB
EGAF00000993000 cram 38.8 GB
EGAF00000993090 cram 39.6 GB
EGAF00000993094 cram 41.3 GB
EGAF00000993104 cram 39.8 GB
EGAF00000993106 cram 40.3 GB
EGAF00001005134 cram 38.3 GB
EGAF00001005140 cram 38.9 GB
EGAF00001005147 cram 39.2 GB
EGAF00001005152 cram 42.6 GB
EGAF00001005154 cram 38.6 GB
EGAF00001005156 cram 39.6 GB
EGAF00001007905 cram 41.5 GB
EGAF00001007912 cram 40.3 GB
EGAF00001007913 cram 40.7 GB
EGAF00001010767 cram 41.3 GB
EGAF00001011634 cram 37.6 GB
EGAF00001011636 cram 36.5 GB
EGAF00001011640 cram 36.2 GB
EGAF00001012723 cram 39.8 GB
EGAF00001012730 cram 42.0 GB
EGAF00001012744 cram 40.2 GB
EGAF00001012749 cram 37.6 GB
EGAF00001012751 cram 38.7 GB
EGAF00001012757 cram 38.4 GB
EGAF00001012761 cram 39.6 GB
EGAF00001014951 cram 38.9 GB
EGAF00001017303 cram 37.3 GB
EGAF00001017305 cram 35.5 GB
EGAF00001017314 cram 35.5 GB
EGAF00001017317 cram 35.9 GB
EGAF00001017329 cram 37.8 GB
EGAF00001017414 cram 41.9 GB
EGAF00001059387 cram 38.5 GB
EGAF00001059393 cram 39.8 GB
EGAF00001059394 cram 33.4 GB
EGAF00001059395 cram 39.5 GB
EGAF00001059398 cram 42.9 GB
EGAF00001059406 cram 40.7 GB
EGAF00001059407 cram 39.8 GB
EGAF00001063233 cram 38.7 GB
EGAF00001063240 cram 39.5 GB
EGAF00001063242 cram 36.4 GB
EGAF00001063251 cram 41.8 GB
EGAF00001063255 cram 36.9 GB
EGAF00001075096 cram 39.5 GB
EGAF00001085332 cram 40.1 GB
EGAF00001085340 cram 39.3 GB
EGAF00001085346 cram 56.1 GB
EGAF00001085408 cram 35.6 GB
EGAF00001085410 cram 38.3 GB
EGAF00001085411 cram 37.2 GB
EGAF00001106290 cram 41.0 GB
EGAF00001106293 cram 39.4 GB
EGAF00001106296 cram 34.2 GB
EGAF00001106297 cram 39.2 GB
EGAF00001106330 cram 38.8 GB
EGAF00001106334 cram 38.3 GB
EGAF00001106335 cram 38.0 GB
EGAF00001106340 cram 42.4 GB
EGAF00001107148 cram 40.8 GB
EGAF00001107154 cram 40.2 GB
EGAF00001107157 cram 40.8 GB
EGAF00001107161 cram 39.5 GB
EGAF00001107170 cram 34.8 GB
EGAF00001109179 cram 37.7 GB
EGAF00001109322 cram 37.3 GB
EGAF00001109344 cram 35.3 GB
EGAF00001109558 cram 39.7 GB
EGAF00001109562 cram 38.8 GB
EGAF00001109564 cram 39.4 GB
EGAF00001110154 cram 39.3 GB
EGAF00001110159 cram 37.3 GB
EGAF00001110364 cram 36.6 GB
EGAF00001110371 cram 36.6 GB
EGAF00001132048 cram 36.7 GB
EGAF00001132049 cram 36.6 GB
EGAF00001132054 cram 36.0 GB
EGAF00001132133 cram 34.6 GB
EGAF00001132144 cram 37.5 GB
EGAF00001132526 cram 33.9 GB
EGAF00001158949 cram 36.9 GB
EGAF00001159008 cram 36.0 GB
EGAF00001159041 cram 39.7 GB
EGAF00001159137 cram 39.3 GB
EGAF00001159306 cram 38.0 GB
EGAF00001159307 cram 38.1 GB
EGAF00001159326 cram 39.5 GB
EGAF00001159333 cram 41.8 GB
EGAF00001159338 cram 37.4 GB
EGAF00001159575 cram 38.1 GB
EGAF00001159576 cram 37.7 GB
EGAF00001159577 cram 35.9 GB
EGAF00001159582 cram 38.1 GB
EGAF00001159586 cram 35.1 GB
EGAF00001159588 cram 36.4 GB
EGAF00001161851 cram 38.4 GB
EGAF00001161852 cram 37.7 GB
EGAF00001161853 cram 38.5 GB
EGAF00001165038 cram 35.4 GB
EGAF00001165042 cram 38.9 GB
EGAF00001165044 cram 36.7 GB
EGAF00001167325 cram 38.0 GB
EGAF00001170998 cram 36.5 GB
EGAF00001173288 cram 38.9 GB
EGAF00001173719 cram 36.0 GB
EGAF00001173720 cram 36.1 GB
EGAF00001173721 cram 36.0 GB
EGAF00001173722 cram 38.8 GB
EGAF00001173725 cram 37.0 GB
EGAF00001173729 cram 38.6 GB
EGAF00001174836 cram 37.6 GB
EGAF00001174839 cram 35.3 GB
EGAF00001174842 cram 38.0 GB
EGAF00001180189 cram 39.3 GB
EGAF00001180208 cram 35.6 GB
EGAF00001180212 cram 35.7 GB
EGAF00001180214 cram 35.9 GB
EGAF00001180215 cram 36.3 GB
EGAF00001180313 cram 39.0 GB
EGAF00001180318 cram 38.9 GB
EGAF00001180337 cram 37.4 GB
EGAF00001180447 cram 36.0 GB
EGAF00001180449 cram 36.4 GB
EGAF00001187785 cram 41.7 GB
EGAF00001187952 cram 46.8 GB
EGAF00001194509 cram 42.6 GB
EGAF00001194518 cram 40.3 GB
EGAF00001194568 cram 37.5 GB
EGAF00001196681 cram 38.0 GB
EGAF00001196684 cram 41.0 GB
EGAF00001196687 cram 39.3 GB
EGAF00001208758 cram 37.8 GB
EGAF00001208768 cram 39.1 GB
EGAF00001208771 cram 36.8 GB
EGAF00001208779 cram 35.3 GB
EGAF00001208782 cram 38.6 GB
EGAF00001208784 cram 37.2 GB
EGAF00001208785 cram 37.2 GB
EGAF00001208792 cram 40.3 GB
EGAF00001208798 cram 39.4 GB
EGAF00001208800 cram 40.2 GB
EGAF00001208804 cram 38.5 GB
EGAF00001208805 cram 38.9 GB
EGAF00001208808 cram 41.8 GB
EGAF00001208810 cram 33.6 GB
EGAF00001208816 cram 40.8 GB
EGAF00001208817 cram 38.5 GB
EGAF00001208821 cram 34.8 GB
EGAF00001208822 cram 34.3 GB
EGAF00001208823 cram 40.7 GB
EGAF00001208828 cram 35.7 GB
EGAF00001208837 cram 35.3 GB
EGAF00001208841 cram 32.6 GB
EGAF00001208845 cram 32.4 GB
EGAF00001208855 cram 31.2 GB
EGAF00001208856 cram 31.0 GB
EGAF00001208867 cram 42.5 GB
EGAF00001208868 cram 40.5 GB
EGAF00001215021 cram 40.7 GB
EGAF00001215036 cram 36.7 GB
EGAF00001215041 cram 41.3 GB
EGAF00001215047 cram 39.4 GB
EGAF00001215107 cram 42.4 GB
EGAF00001215110 cram 41.5 GB
EGAF00001215111 cram 41.4 GB
EGAF00001215630 cram 38.2 GB
EGAF00001215638 cram 41.4 GB
EGAF00001215643 cram 41.1 GB
EGAF00001215645 cram 39.1 GB
EGAF00001215646 cram 39.2 GB
EGAF00001215661 cram 36.5 GB
EGAF00001219566 cram 49.9 GB
EGAF00001220859 cram 30.6 GB
EGAF00001228413 cram 38.5 GB
EGAF00001228414 cram 39.0 GB
EGAF00001228416 cram 38.5 GB
EGAF00001228418 cram 38.3 GB
EGAF00001228427 cram 37.1 GB
EGAF00001228429 cram 37.5 GB
EGAF00001228440 cram 35.6 GB
EGAF00001228442 cram 35.4 GB
EGAF00001228446 cram 36.0 GB
EGAF00001237935 cram 33.5 GB
EGAF00001238054 cram 38.1 GB
EGAF00001273124 cram 36.4 GB
EGAF00001273125 cram 36.2 GB
EGAF00001393245 cram 35.9 GB
EGAF00001393255 cram 41.1 GB
EGAF00001393286 cram 36.9 GB
EGAF00001396534 cram 33.3 GB
EGAF00001396549 cram 34.1 GB
EGAF00001396647 cram 37.9 GB
EGAF00001396672 cram 36.8 GB
EGAF00001407524 cram 36.8 GB
EGAF00001407525 cram 36.7 GB
EGAF00001407535 cram 33.5 GB
EGAF00001412741 cram 38.6 GB
EGAF00001412742 cram 38.8 GB
EGAF00001412744 cram 37.3 GB
EGAF00001412754 cram 43.1 GB
EGAF00001412756 cram 34.9 GB
EGAF00001412758 cram 41.6 GB
EGAF00001412759 cram 39.0 GB
EGAF00001412768 cram 38.3 GB
EGAF00001412775 cram 42.9 GB
EGAF00001412914 cram 44.4 GB
EGAF00001412924 cram 38.1 GB
EGAF00001412925 cram 41.7 GB
EGAF00001412931 cram 43.0 GB
EGAF00001412937 cram 35.9 GB
EGAF00001412991 cram 42.5 GB
EGAF00001412995 cram 40.7 GB
EGAF00001412998 cram 37.5 GB
EGAF00001413004 cram 35.4 GB
EGAF00001413005 cram 41.7 GB
EGAF00001413009 cram 36.3 GB
EGAF00001413011 cram 42.8 GB
EGAF00001414848 cram 32.6 GB
EGAF00001414853 cram 41.5 GB
EGAF00001414856 cram 41.5 GB
EGAF00001414860 cram 36.6 GB
EGAF00001414872 cram 38.0 GB
EGAF00001414876 cram 38.2 GB
EGAF00001414893 cram 36.7 GB
EGAF00001414904 cram 42.5 GB
EGAF00001415943 cram 34.9 GB
EGAF00001416239 cram 37.8 GB
EGAF00001416251 cram 37.6 GB
EGAF00001416256 cram 35.3 GB
EGAF00001416260 cram 34.9 GB
EGAF00001416492 cram 33.3 GB
EGAF00001416495 cram 37.3 GB
EGAF00001419037 cram 32.9 GB
EGAF00001419038 cram 33.0 GB
EGAF00001419039 cram 33.6 GB
EGAF00001419044 cram 38.0 GB
EGAF00001419091 cram 32.7 GB
EGAF00001419097 cram 35.5 GB
EGAF00001420429 cram 43.4 GB
EGAF00001420431 cram 42.9 GB
EGAF00001420433 cram 42.4 GB
EGAF00001420435 cram 42.2 GB
EGAF00001420455 cram 42.4 GB
EGAF00001420457 cram 41.3 GB
EGAF00001420458 cram 41.1 GB
EGAF00001420459 cram 40.5 GB
EGAF00001420464 cram 40.8 GB
EGAF00001420466 cram 41.1 GB
EGAF00001420480 cram 38.7 GB
EGAF00001420491 cram 41.6 GB
EGAF00001420510 cram 38.2 GB
EGAF00001420515 cram 42.8 GB
EGAF00001420524 cram 43.0 GB
EGAF00001433677 cram 42.1 GB
EGAF00001433685 cram 39.5 GB
EGAF00001433692 cram 38.0 GB
EGAF00001433704 cram 43.1 GB
EGAF00001433712 cram 40.6 GB
EGAF00001433718 cram 36.7 GB
EGAF00001433719 cram 35.1 GB
EGAF00001433736 cram 42.2 GB
EGAF00001433742 cram 36.8 GB
EGAF00001433756 cram 37.2 GB
EGAF00001433757 cram 36.8 GB
EGAF00001441680 cram 44.6 GB
EGAF00001441683 cram 44.0 GB
EGAF00001441684 cram 43.8 GB
EGAF00001441891 cram 47.0 GB
EGAF00001513970 cram 49.0 GB
EGAF00001513971 cram 48.4 GB
EGAF00001513975 cram 42.7 GB
EGAF00001513976 cram 42.1 GB
EGAF00001513978 cram 48.9 GB
EGAF00001514126 cram 46.4 GB
EGAF00001514127 cram 46.3 GB
EGAF00001514128 cram 46.4 GB
EGAF00001514130 cram 44.3 GB
EGAF00001514131 cram 44.3 GB
EGAF00001514132 cram 44.2 GB
EGAF00001514133 cram 43.4 GB
EGAF00001514134 cram 42.7 GB
EGAF00001514136 cram 41.6 GB
EGAF00001514139 cram 47.0 GB
EGAF00001514140 cram 46.1 GB
EGAF00001514143 cram 44.5 GB
EGAF00001514144 cram 44.8 GB
EGAF00001514145 cram 44.2 GB
EGAF00001514146 cram 43.9 GB
EGAF00001514147 cram 43.3 GB
EGAF00001514148 cram 44.3 GB
EGAF00001514149 cram 42.7 GB
EGAF00001514150 cram 43.3 GB
EGAF00001514151 cram 41.6 GB
EGAF00001514152 cram 41.2 GB
EGAF00001514153 cram 48.0 GB
EGAF00001514154 cram 47.9 GB
EGAF00001549543 cram 43.8 GB
EGAF00001549549 cram 39.5 GB
EGAF00001549552 cram 43.2 GB
EGAF00001549553 cram 43.1 GB
EGAF00001549557 cram 42.5 GB
EGAF00001549564 cram 41.3 GB
EGAF00001554024 cram 46.4 GB
EGAF00001554030 cram 46.0 GB
EGAF00001554033 cram 45.1 GB
EGAF00001554034 cram 43.8 GB
EGAF00001554037 cram 43.4 GB
EGAF00001554039 cram 42.8 GB
EGAF00001554063 cram 44.4 GB
EGAF00001554064 cram 44.3 GB
EGAF00001554065 cram 43.8 GB
EGAF00001554066 cram 43.4 GB
EGAF00001554067 cram 42.1 GB
EGAF00001554068 cram 45.3 GB
EGAF00001554069 cram 44.6 GB
EGAF00001554071 cram 43.7 GB
EGAF00001554082 cram 41.0 GB
EGAF00001554099 cram 44.1 GB
EGAF00001554100 cram 43.8 GB
EGAF00001554101 cram 43.6 GB
EGAF00001554102 cram 41.8 GB
EGAF00001554103 cram 38.8 GB
EGAF00001554106 cram 48.2 GB
EGAF00001554109 cram 47.6 GB
EGAF00001554112 cram 46.5 GB
EGAF00001554120 cram 45.8 GB
EGAF00001554131 cram 42.5 GB
EGAF00001554194 cram 34.3 GB
EGAF00001554215 cram 34.9 GB
EGAF00001554236 cram 32.6 GB
EGAF00001554240 cram 37.2 GB
EGAF00001554244 cram 36.5 GB
EGAF00001554248 cram 34.8 GB
EGAF00001556370 cram 48.7 GB
EGAF00001558871 cram 47.7 GB
EGAF00001595233 cram 46.5 GB
EGAF00001595237 cram 45.8 GB
EGAF00001595241 cram 44.0 GB
EGAF00001595249 cram 46.9 GB
EGAF00001595252 cram 45.7 GB
EGAF00001595254 cram 45.1 GB
EGAF00001595255 cram 44.2 GB
EGAF00001595257 cram 44.2 GB
EGAF00001655693 cram 45.3 GB
EGAF00001655700 cram 46.9 GB
EGAF00001668756 cram 50.4 GB
EGAF00001668757 cram 49.9 GB
EGAF00001668758 cram 45.8 GB
EGAF00001668760 cram 37.4 GB
453 Files (18.0 TB)