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Mutational signatures of environmental carcinogens in human tissue organoids

Whole genome sequencing of human tumours has revealed distinct patterns (signatures) of mutations that provide clues to the causative origins of cancer. Some signatures have been attributed to endogenous processes, some to exogenous agents, while a substantial proportion are of unknown origin. Generation of mutational signatures induced in experimental systems can verify the signature assignments and shed light on their origins and mechanisms. We have investigated mutational signatures of environmental carcinogens in human tissue organoid cultures. These 3-dimensional systems retain some of the architecture and functions of the organs from which they are derived, affording the opportunity to observe the effects of carcinogens in both target and non-target organs. There was a lesser requirement for an exogenous metabolizing system, as the cultures were, in most cases, capable of activating test agents. Duplex sequencing eliminated PCR amplification errors from mutational profiles and removed the need to clone carcinogen-treated cultures. Gastric, colon, liver, pancreas and kidney organoids were exposed to benzo[a]pyrene (BaP), aflatoxin B1 (AFB1), aristolochic acid (AAI) and 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine (PhIP). All four agents induced single-base substitution (SBS) signatures, BaP and AAI induced double-base substitution (DBS) signatures and indel (ID) signatures, and PhIP also induced an ID signature. These signatures were the same in all five organoid types, although there were quantitative differences. A further 13 environmental carcinogens were investigated in human gastric organoids, and signatures were obtained for seven of them: ethylnitrosourea (ENU), methylazoxymethanol acetate (MAM), N-methyl-N′-nitro-N-nitrosoguanidine (MMNG), potassium bromate, glycidamide, styrene oxide and propylene oxide, providing additional insights into processes underlying the causes of human cancer.

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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
EGAS00001004873 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 Quality Report
Located in
EGAF00008750784 cram 20.2 GB
EGAF00008750790 cram 8.0 GB
EGAF00008750792 cram 19.7 GB
EGAF00008750800 cram 12.8 GB
EGAF00008750804 cram 21.2 GB
EGAF00008750808 cram 16.8 GB
EGAF00008750812 cram 15.9 GB
EGAF00008750820 cram 17.2 GB
EGAF00008750832 cram 8.0 GB
EGAF00008750835 cram 22.3 GB
EGAF00008750836 cram 10.1 GB
EGAF00008750848 cram 19.4 GB
EGAF00008750852 cram 17.3 GB
EGAF00008750872 cram 17.4 GB
EGAF00008750873 cram 21.8 GB
EGAF00008750874 cram 17.8 GB
EGAF00008750875 cram 19.4 GB
EGAF00008750876 cram 17.9 GB
EGAF00008750877 cram 20.8 GB
EGAF00008750878 cram 17.3 GB
EGAF00008750879 cram 17.6 GB
EGAF00008750880 cram 17.4 GB
EGAF00008750882 cram 19.2 GB
EGAF00008750883 cram 19.7 GB
EGAF00008750884 cram 12.3 GB
EGAF00008750885 cram 16.7 GB
EGAF00008750886 cram 16.5 GB
EGAF00008750887 cram 17.8 GB
EGAF00008750888 cram 20.6 GB
EGAF00008750890 cram 16.0 GB
EGAF00008750891 cram 17.6 GB
EGAF00008750892 cram 24.3 GB
EGAF00008750893 cram 19.0 GB
EGAF00008750894 cram 20.5 GB
EGAF00008750895 cram 18.8 GB
EGAF00008750896 cram 19.3 GB
EGAF00008750897 cram 19.2 GB
EGAF00008750898 cram 18.2 GB
EGAF00008750899 cram 22.4 GB
EGAF00008750900 cram 18.9 GB
EGAF00008750901 cram 20.7 GB
EGAF00008750902 cram 16.0 GB
EGAF00008750903 cram 20.6 GB
EGAF00008750904 cram 19.9 GB
EGAF00008750905 cram 16.3 GB
EGAF00008750906 cram 18.0 GB
EGAF00008750907 cram 15.8 GB
EGAF00008750908 cram 20.9 GB
EGAF00008750909 cram 12.5 GB
EGAF00008750910 cram 19.4 GB
EGAF00008750911 cram 23.9 GB
EGAF00008750912 cram 21.5 GB
EGAF00008750913 cram 16.9 GB
EGAF00008750914 cram 15.2 GB
EGAF00008750915 cram 15.5 GB
EGAF00008750916 cram 15.9 GB
EGAF00008750917 cram 14.7 GB
EGAF00008750918 cram 14.7 GB
EGAF00008750919 cram 17.3 GB
EGAF00008750920 cram 16.3 GB
EGAF00008750921 cram 18.8 GB
EGAF00008750922 cram 19.4 GB
EGAF00008750923 cram 17.5 GB
EGAF00008750924 cram 19.3 GB
EGAF00008750925 cram 19.7 GB
EGAF00008750926 cram 19.6 GB
EGAF00008750927 cram 16.4 GB
EGAF00008750928 cram 22.0 GB
EGAF00008750939 cram 23.8 GB
EGAF00008750940 cram 19.7 GB
EGAF00008750941 cram 23.3 GB
EGAF00008750942 cram 27.3 GB
EGAF00008750945 cram 22.7 GB
EGAF00008750946 cram 26.0 GB
EGAF00008750947 cram 22.9 GB
EGAF00008750950 cram 28.2 GB
EGAF00008750951 cram 23.1 GB
EGAF00008750952 cram 22.4 GB
EGAF00008750953 cram 22.7 GB
EGAF00008750956 cram 22.9 GB
EGAF00008750957 cram 20.5 GB
EGAF00008750958 cram 22.1 GB
EGAF00008750959 cram 24.4 GB
EGAF00008750965 cram 23.3 GB
EGAF00008750970 cram 23.3 GB
EGAF00008750971 cram 27.4 GB
EGAF00008750973 cram 27.2 GB
EGAF00008750975 cram 23.8 GB
EGAF00008750976 cram 26.4 GB
EGAF00008750977 cram 26.6 GB
EGAF00008750982 cram 25.5 GB
EGAF00008750983 cram 26.7 GB
EGAF00008750987 cram 26.7 GB
EGAF00008750988 cram 23.1 GB
EGAF00008750989 cram 28.7 GB
EGAF00008750994 cram 23.6 GB
EGAF00008750995 cram 27.0 GB
EGAF00008750999 cram 22.1 GB
EGAF00008751000 cram 27.1 GB
EGAF00008751001 cram 24.7 GB
EGAF00008751002 cram 16.7 GB
EGAF00008751003 cram 18.2 GB
EGAF00008751004 cram 16.3 GB
EGAF00008751005 cram 19.5 GB
EGAF00008751006 cram 17.8 GB
EGAF00008751007 cram 21.8 GB
EGAF00008751008 cram 16.6 GB
EGAF00008751009 cram 17.7 GB
EGAF00008751010 cram 20.6 GB
EGAF00008751011 cram 19.1 GB
EGAF00008751012 cram 20.0 GB
EGAF00008751013 cram 18.5 GB
EGAF00008751014 cram 17.7 GB
EGAF00008751015 cram 20.5 GB
EGAF00008751016 cram 18.8 GB
EGAF00008751017 cram 17.2 GB
EGAF00008751018 cram 18.4 GB
EGAF00008751019 cram 17.3 GB
EGAF00008751020 cram 19.8 GB
EGAF00008751021 cram 21.3 GB
EGAF00008751022 cram 18.0 GB
EGAF00008751023 cram 19.2 GB
EGAF00008751024 cram 20.3 GB
EGAF00008751025 cram 19.6 GB
EGAF00008751026 cram 18.9 GB
EGAF00008751027 cram 18.8 GB
EGAF00008751028 cram 16.5 GB
EGAF00008751029 cram 20.6 GB
EGAF00008751030 cram 19.6 GB
EGAF00008751031 cram 19.4 GB
EGAF00008751032 cram 18.3 GB
EGAF00008751033 cram 19.3 GB
EGAF00008751034 cram 17.3 GB
EGAF00008751036 cram 16.6 GB
EGAF00008751037 cram 20.5 GB
EGAF00008751038 cram 17.8 GB
EGAF00008751039 cram 16.6 GB
EGAF00008751040 cram 19.6 GB
EGAF00008751041 cram 15.9 GB
EGAF00008751042 cram 14.4 GB
EGAF00008751044 cram 16.5 GB
EGAF00008751045 cram 16.2 GB
EGAF00008751046 cram 20.0 GB
EGAF00008751047 cram 16.6 GB
EGAF00008751048 cram 20.0 GB
EGAF00008751049 cram 18.1 GB
EGAF00008751050 cram 19.3 GB
EGAF00008751051 cram 16.4 GB
EGAF00008751052 cram 18.5 GB
EGAF00008751053 cram 16.9 GB
EGAF00008751054 cram 21.0 GB
EGAF00008751055 cram 16.7 GB
EGAF00008751056 cram 17.5 GB
EGAF00008751057 cram 18.2 GB
EGAF00008751058 cram 18.4 GB
EGAF00008751064 cram 19.6 GB
EGAF00008751066 cram 20.7 GB
EGAF00008751067 cram 16.6 GB
EGAF00008751068 cram 19.0 GB
EGAF00008751070 cram 19.1 GB
EGAF00008751071 cram 20.5 GB
EGAF00008751072 cram 24.6 GB
EGAF00008751073 cram 21.3 GB
EGAF00008751075 cram 21.5 GB
EGAF00008751079 cram 19.7 GB
EGAF00008751080 cram 23.4 GB
EGAF00008751082 cram 17.8 GB
EGAF00008751085 cram 20.6 GB
EGAF00008751086 cram 22.3 GB
EGAF00008751087 cram 22.6 GB
EGAF00008751088 cram 19.8 GB
EGAF00008751089 cram 20.3 GB
EGAF00008751092 cram 21.2 GB
EGAF00008751095 cram 21.1 GB
EGAF00008751098 cram 17.7 GB
EGAF00008751099 cram 21.6 GB
EGAF00008751100 cram 23.6 GB
EGAF00008751103 cram 24.2 GB
EGAF00008751105 cram 20.3 GB
EGAF00008751107 cram 23.7 GB
EGAF00008751108 cram 24.5 GB
EGAF00008751109 cram 19.9 GB
EGAF00008751111 cram 19.4 GB
EGAF00008751115 cram 18.0 GB
EGAF00008751117 cram 17.6 GB
EGAF00008751119 cram 19.6 GB
EGAF00008751120 cram 19.9 GB
EGAF00008751121 cram 18.5 GB
EGAF00008751123 cram 18.5 GB
EGAF00008751126 cram 22.3 GB
EGAF00008751127 cram 17.9 GB
EGAF00008751128 cram 17.2 GB
EGAF00008751129 cram 19.7 GB
EGAF00008751131 cram 18.7 GB
EGAF00008751134 cram 21.6 GB
EGAF00008751135 cram 17.6 GB
EGAF00008751136 cram 19.4 GB
EGAF00008751137 cram 16.7 GB
EGAF00008751139 cram 18.5 GB
EGAF00008751142 cram 18.0 GB
EGAF00008751143 cram 17.3 GB
EGAF00008751144 cram 16.6 GB
EGAF00008751145 cram 18.4 GB
EGAF00008751147 cram 18.5 GB
EGAF00008751150 cram 21.1 GB
EGAF00008751151 cram 22.2 GB
EGAF00008751152 cram 18.0 GB
EGAF00008751153 cram 19.0 GB
EGAF00008751155 cram 17.7 GB
EGAF00008751158 cram 18.2 GB
EGAF00008751159 cram 17.3 GB
EGAF00008751160 cram 18.0 GB
EGAF00008751161 cram 19.2 GB
EGAF00008751163 cram 18.8 GB
EGAF00008751166 cram 15.2 GB
EGAF00008751167 cram 23.1 GB
EGAF00008751168 cram 18.0 GB
EGAF00008751169 cram 18.8 GB
EGAF00008751171 cram 16.4 GB
EGAF00008751174 cram 19.0 GB
EGAF00008751175 cram 19.3 GB
EGAF00008751176 cram 17.9 GB
EGAF00008751177 cram 19.9 GB
EGAF00008751179 cram 16.6 GB
EGAF00008751182 cram 21.4 GB
EGAF00008751183 cram 18.9 GB
EGAF00008751184 cram 19.8 GB
EGAF00008751185 cram 16.9 GB
EGAF00008751187 cram 19.6 GB
EGAF00008751188 cram 18.7 GB
EGAF00008751190 cram 18.4 GB
EGAF00008751191 cram 17.1 GB
EGAF00008751192 cram 20.3 GB
EGAF00008751193 cram 18.2 GB
EGAF00008751195 cram 19.2 GB
EGAF00008751198 cram 18.6 GB
EGAF00008751199 cram 17.8 GB
EGAF00008751200 cram 19.7 GB
EGAF00008751201 cram 17.4 GB
EGAF00008751206 cram 22.1 GB
EGAF00008751207 cram 18.8 GB
EGAF00008751208 cram 24.1 GB
EGAF00008751213 cram 15.9 GB
EGAF00008751214 cram 20.2 GB
EGAF00008751215 cram 19.8 GB
EGAF00008751216 cram 18.3 GB
EGAF00008751217 cram 20.6 GB
EGAF00008751222 cram 22.2 GB
EGAF00008751223 cram 23.2 GB
EGAF00008751224 cram 21.6 GB
EGAF00008751229 cram 21.7 GB
EGAF00008751230 cram 23.8 GB
EGAF00008751231 cram 23.2 GB
EGAF00008751236 cram 22.0 GB
EGAF00008751237 cram 19.4 GB
EGAF00008751238 cram 22.2 GB
EGAF00008751241 cram 20.8 GB
EGAF00008751243 cram 24.2 GB
EGAF00008751245 cram 22.0 GB
EGAF00008751250 cram 21.1 GB
EGAF00008751252 cram 21.9 GB
EGAF00008751257 cram 20.0 GB
EGAF00008751258 cram 18.0 GB
EGAF00008751259 cram 25.5 GB
EGAF00008751260 cram 4.0 GB
EGAF00008751261 cram 4.0 GB
EGAF00008751262 cram 4.0 GB
EGAF00008751263 cram 3.8 GB
EGAF00008751264 cram 4.0 GB
EGAF00008751265 cram 3.9 GB
EGAF00008751266 cram 4.1 GB
EGAF00008751267 cram 4.1 GB
EGAF00008751268 cram 21.2 GB
EGAF00008751269 cram 19.4 GB
EGAF00008751270 cram 19.5 GB
EGAF00008751271 cram 18.5 GB
276 Files (5.3 TB)