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BioProject Information


Project Title	Single cell transcriptome based biomarker development in colorectal cancer
Project Description	Development of multi-genomic biomarkers for colorectal cancer precision medicine. Prediction of treatment response in colorectal cancer through single-cell transcriptome analysis. Discovering u201ctumor heterogeneityu201d biomarkers. Single-cell level validation of multi-genomic biomarkers. Development of a panel of multigenome prognosis-therapeutic response prediction biomarkers.
Name Of Submitters Organization	Samsung Medical Center
Major Grant NTIS ID	2017M3A9A7050803 NTIS
DataType	WGS, RNA-seq
Data Count	972
Organism	Homo sapiens
NCBI Taxonomy ID	9606
Submission date	2025-12-16

Accession Data


BioSample	All BioSample [213] Restricted KAS22050085 Restricted KAS22050086 Restricted KAS22050087 Restricted KAS22050088 Restricted KAS22050089 Restricted KAS22050090 Restricted KAS22050091 Restricted KAS22050092 Restricted KAS22050093 Restricted KAS22050094 Restricted KAS22050095 Restricted KAS22050096 Restricted KAS22050097 Restricted KAS22050098 Restricted KAS22050099 Restricted KAS22050100 Restricted KAS22050101 Restricted KAS22050102 Restricted KAS22050103 Restricted KAS22050104 Restricted KAS22050105 Restricted KAS22050106 Restricted KAS22050107 Restricted KAS22050108 Restricted KAS22050109 Restricted KAS22050110 Restricted KAS22050111 Restricted KAS22050112 Restricted KAS22050113 Restricted KAS22050114 Restricted KAS22050115 Restricted KAS22050116 Restricted KAS22050117 Restricted KAS22050118 Restricted KAS22050119 Restricted KAS22050120 Restricted KAS22050121 Restricted KAS22050122 Restricted KAS22050123 Restricted KAS22050124 Restricted KAS22050125 Restricted KAS22050126 Restricted KAS22050127 Restricted KAS22050128 Restricted KAS22050129 Restricted KAS22050130 Restricted KAS22050131 Restricted KAS22050132 Restricted KAS22050133 Restricted KAS22050134 Restricted KAS22050135 Restricted KAS22050136 Restricted KAS22050137 Restricted KAS22050138 Restricted KAS22050139 Restricted KAS22050140 Restricted KAS22050141 Restricted KAS22050142 Restricted KAS22050143 Restricted KAS22050144 Restricted KAS22050145 Restricted KAS22050146 Restricted KAS22050147 Restricted KAS22050148 Restricted KAS22050149 Restricted KAS22050150 Restricted KAS22050151 Restricted KAS22050152 Restricted KAS22050153 Restricted KAS22050154 Restricted KAS22050155 Restricted KAS22050156 Restricted KAS22050157 Restricted KAS22050158 Restricted KAS22050159 Restricted KAS22050160 Restricted KAS22050161 Restricted KAS22050162 Restricted KAS22050163 Restricted KAS22050164 Restricted KAS22050165 Restricted KAS22050166 Restricted KAS22050167 Restricted KAS22050168 Restricted KAS22050169 Restricted KAS22050170 Restricted KAS22050171 Restricted KAS22050172 Restricted KAS22050173 Restricted KAS22050174 Restricted KAS22050175 Restricted KAS22050176 Restricted KAS22050177 Restricted KAS22050178 Restricted KAS22050179 Restricted KAS22050180 Restricted KAS22050181 Restricted KAS22050182 Restricted KAS22050183 Restricted KAS22050184 Restricted KAS22050185 Restricted KAS22050186 Restricted KAS22050187 Restricted KAS22050188 Restricted KAS22050189 Restricted KAS22050190 Restricted KAS22050191 Restricted KAS22050192 Restricted KAS22050193 Restricted KAS22050194 Restricted KAS22050195 Restricted KAS22050196 Restricted KAS22050197 Restricted KAS22050198 Restricted KAS22050199 Restricted KAS22050200 Restricted KAS22050201 Restricted KAS22050202 Restricted KAS22050203 Restricted KAS22050204 Restricted KAS22050205 Restricted KAS22050206 Restricted KAS22050207 Restricted KAS22050208 Restricted KAS22050209 Restricted KAS22050210 Restricted KAS22050211 Restricted KAS22050212 Restricted KAS22050213 Restricted KAS22050214 Restricted KAS22050215 Restricted KAS22050216 Restricted KAS22050217 Restricted KAS22050218 Restricted KAS22050219 Restricted KAS22050220 Restricted KAS22050221 Restricted KAS22050222 Restricted KAS22050223 Restricted KAS22050224 Restricted KAS22050225 Restricted KAS22050226 Restricted KAS22050227 Restricted KAS22050228 Restricted KAS22050229 Restricted KAS22050230 Restricted KAS22050231 Restricted KAS22050232 Restricted KAS22050233 Restricted KAS22050234 Restricted KAS22050235 Restricted KAS22050236 Restricted KAS22050237 Restricted KAS22050238 Restricted KAS22050239 Restricted KAS22050240 Restricted KAS22050241 Restricted KAS22050242 Restricted KAS22050243 Restricted KAS22050244 Restricted KAS22050245 Restricted KAS22050246 Restricted KAS22050247 Restricted KAS22050248 Restricted KAS22050249 Restricted KAS22050250 Restricted KAS22050251 Restricted KAS22050252 Restricted KAS22050253 Restricted KAS22050254 Restricted KAS22050255 Restricted KAS22050256 Restricted KAS22050257 Restricted KAS22050258 Restricted KAS22050259 Restricted KAS22050260 Restricted KAS22050261 Restricted KAS22050262 Restricted KAS22050263 Restricted KAS22050264 Restricted KAS22050265 Restricted KAS22050266 Restricted KAS22050267 Restricted KAS22050268 Restricted KAS22050269 Restricted KAS22050270 Restricted KAS22050271 Restricted KAS22050272 Restricted KAS22050273 Restricted KAS22050274 Restricted KAS22050275 Restricted KAS22050276 Restricted KAS22050277 Restricted KAS22050278 Restricted KAS22050279 Restricted KAS22050280 Restricted KAS22050281 Restricted KAS22050282 Restricted KAS22050283 Restricted KAS22050284 Restricted KAS22050285 Restricted KAS22050286 Restricted KAS22050287 Restricted KAS22050288 Restricted KAS22050289 Restricted KAS22050290 Restricted KAS22050291 Restricted KAS22050292 Restricted KAS22050293 Restricted KAS22050294 Restricted KAS22050295 Restricted KAS22050296 Restricted KAS22050297
KRA	All KRA [213] Restricted KAE22324590 Restricted KAE22324600 Restricted KAE22324610 Restricted KAE22324620 Restricted KAE22324630 Restricted KAE22324640 Restricted KAE22324650 Restricted KAE22324660 Restricted KAE22324670 Restricted KAE22324680 Restricted KAE22324690 Restricted KAE22324700 Restricted KAE22324710 Restricted KAE22324720 Restricted KAE22324730 Restricted KAE22324740 Restricted KAE22324750 Restricted KAE22324760 Restricted KAE22324770 Restricted KAE22324780 Restricted KAE22324790 Restricted KAE22324800 Restricted KAE22324810 Restricted KAE22324820 Restricted KAE22324830 Restricted KAE22324840 Restricted KAE22324850 Restricted KAE22324860 Restricted KAE22324870 Restricted KAE22324880 Restricted KAE22324890 Restricted KAE22324900 Restricted KAE22324910 Restricted KAE22324920 Restricted KAE22324930 Restricted KAE22324940 Restricted KAE22324950 Restricted KAE22324960 Restricted KAE22324970 Restricted KAE22324980 Restricted KAE22324990 Restricted KAE22325000 Restricted KAE22325010 Restricted KAE22325020 Restricted KAE22325030 Restricted KAE22325040 Restricted KAE22325050 Restricted KAE22325060 Restricted KAE22325070 Restricted KAE22325080 Restricted KAE22325090 Restricted KAE22325100 Restricted KAE22325110 Restricted KAE22325120 Restricted KAE22325130 Restricted KAE22325140 Restricted KAE22325150 Restricted KAE22325160 Restricted KAE22325170 Restricted KAE22325180 Restricted KAE22325190 Restricted KAE22325200 Restricted KAE22325210 Restricted KAE22325220 Restricted KAE22325230 Restricted KAE22325240 Restricted KAE22325250 Restricted KAE22325260 Restricted KAE22325270 Restricted KAE22325280 Restricted KAE22325290 Restricted KAE22325300 Restricted KAE22325310 Restricted KAE22325320 Restricted KAE22325330 Restricted KAE22325340 Restricted KAE22325350 Restricted KAE22325360 Restricted KAE22325370 Restricted KAE22325380 Restricted KAE22325390 Restricted KAE22325400 Restricted KAE22325410 Restricted KAE22325420 Restricted KAE22325430 Restricted KAE22325440 Restricted KAE22325450 Restricted KAE22325460 Restricted KAE22325470 Restricted KAE22325480 Restricted KAE22325490 Restricted KAE22325500 Restricted KAE22325510 Restricted KAE22325520 Restricted KAE22325530 Restricted KAE22325540 Restricted KAE22325550 Restricted KAE22325560 Restricted KAE22325570 Restricted KAE22325580 Restricted KAE22325590 Restricted KAE22325600 Restricted KAE22325610 Restricted KAE22325620 Restricted KAE22325630 Restricted KAE22325640 Restricted KAE22325650 Restricted KAE22325660 Restricted KAE22325670 Restricted KAE22325680 Restricted KAE22325690 Restricted KAE22325700 Restricted KAE22325710 Restricted KAE22325720 Restricted KAE22325730 Restricted KAE22325740 Restricted KAE22325750 Restricted KAE22325760 Restricted KAE22325770 Restricted KAE22325780 Restricted KAE22325790 Restricted KAE22325800 Restricted KAE22325810 Restricted KAE22325820 Restricted KAE22325830 Restricted KAE22325840 Restricted KAE22325850 Restricted KAE22325860 Restricted KAE22325870 Restricted KAE22325880 Restricted KAE22325890 Restricted KAE22325900 Restricted KAE22325910 Restricted KAE22325920 Restricted KAE22325930 Restricted KAE22325940 Restricted KAE22325950 Restricted KAE22325960 Restricted KAE22325970 Restricted KAE22325980 Restricted KAE22325990 Restricted KAE22326000 Restricted KAE22326010 Restricted KAE22326020 Restricted KAE22326030 Restricted KAE22326040 Restricted KAE22326050 Restricted KAE22326060 Restricted KAE22326070 Restricted KAE22326080 Restricted KAE22326090 Restricted KAE22326100 Restricted KAE22326110 Restricted KAE22326120 Restricted KAE22326130 Restricted KAE22326140 Restricted KAE22326150 Restricted KAE22326160 Restricted KAE22326170 Restricted KAE22326180 Restricted KAE22326190 Restricted KAE22326200 Restricted KAE22326210 Restricted KAE22326220 Restricted KAE22326230 Restricted KAE22326240 Restricted KAE22326250 Restricted KAE22326260 Restricted KAE22326270 Restricted KAE22326280 Restricted KAE22326290 Restricted KAE22326300 Restricted KAE22326310 Restricted KAE22326320 Restricted KAE22326330 Restricted KAE22326340 Restricted KAE22326350 Restricted KAE22326360 Restricted KAE22326370 Restricted KAE22326380 Restricted KAE22326390 Restricted KAE22326400 Restricted KAE22326410 Restricted KAE22326420 Restricted KAE22326430 Restricted KAE22326440 Restricted KAE22326450 Restricted KAE22326460 Restricted KAE22326470 Restricted KAE22326480 Restricted KAE22326490 Restricted KAE22326500 Restricted KAE22326510 Restricted KAE22326520 Restricted KAE22326530 Restricted KAE22326540 Restricted KAE22326550 Restricted KAE22326560 Restricted KAE22326570 Restricted KAE22326580 Restricted KAE22326590 Restricted KAE22326600 Restricted KAE22326610 Restricted KAE22326620 Restricted KAE22326630 Restricted KAE22326640 Restricted KAE22326650 Restricted KAE22326660 Restricted KAE22326670 Restricted KAE22326680 Restricted KAE22326690 Restricted KAE22326700 Restricted KAE22326710

PRJKA121290 PCA

PRJKA121290 Heatmap

PRJKA121290 TME

PRJKA121290 Purity

Oncoplot

Mutation Signature

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