Hepatobiliary Neoplasm — Genomics

Hepatobiliary Neoplasm — Genomics · CancerIndex

Genomics

Gene alteration frequencies by cohort

32 cohorts mapped to this entity or its descendants. Each frequency is affected / profiled within one cohort; cohorts are shown separately because case selection, sequencing depth and definitions differ. By default the cohort with the most cases profiled is shown.

Biliary Tract Tumors (MSK, 2026) biliary_tract_adc_targets_msk_2026MSK

33 cases with simple somatic mutation data · 33 cases total · 2026-08-24 · mapped to Intrahepatic Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm

Cohorts mapped to a descendant (e.g. a subtype) are included because their cases belong to this entity by definition; the mapping and its match type are shown per cohort.

Cholangiocarcinoma TCGA-CHOLTCGA

51 cases with simple somatic mutation data · 51 cases total · Data Release 46.0 · mapped to Cholangiocarcinoma ONTOLOGY_EXACT

gdcObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	ARID1A	Ssm	43	51	84.3%	gdc
5	TMCO4	Ssm	42	51	82.4%	gdc
6	HTR6	Ssm	42	51	82.4%	gdc
4	KLHDC7A	Ssm	42	51	82.4%	gdc
3	MRTO4	Ssm	42	51	82.4%	gdc
2	TAS1R2	Ssm	42	51	82.4%	gdc
31	ZNF436	Ssm	41	51	80.4%	gdc
14	OTUD3	Ssm	41	51	80.4%	gdc
15	NBL1	Ssm	41	51	80.4%	gdc
16	AADACL4	Ssm	41	51	80.4%	gdc
17	HTR1D	Ssm	41	51	80.4%	gdc
7	AL049569.3	Ssm	41	51	80.4%	gdc
18	PITHD1	Ssm	41	51	80.4%	gdc
19	DNAJC11	Ssm	41	51	80.4%	gdc
20	LACTBL1	Ssm	41	51	80.4%	gdc
21	VWA5B1	Ssm	41	51	80.4%	gdc
22	EIF4G3	Ssm	41	51	80.4%	gdc
23	TEX46	Ssm	41	51	80.4%	gdc
24	CAMK2N1	Ssm	41	51	80.4%	gdc
25	ACTL8	Ssm	41	51	80.4%	gdc
26	PRAMEF12	Ssm	41	51	80.4%	gdc
27	PADI4	Ssm	41	51	80.4%	gdc
28	PRAMEF27	Ssm	41	51	80.4%	gdc
29	THAP3	Ssm	41	51	80.4%	gdc
30	RPL11	Ssm	41	51	80.4%	gdc
32	RNF186	Ssm	41	51	80.4%	gdc
33	MFAP2	Ssm	41	51	80.4%	gdc
34	CAPZB	Ssm	41	51	80.4%	gdc
8	KDM1A	Ssm	41	51	80.4%	gdc
36	HNRNPCL4	Ssm	41	51	80.4%	gdc

Data updated 23 days agoSource updated Data Release 46.0

Cholangiocarcinoma (ICGC, Cancer Discov 2017) chol_icgc_2017ICGC

417 cases with simple somatic mutation data · 489 cases total · 2026-01-06 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	147	417	35.3%	cbioportal
2	ARID1A	Ssm	80	417	19.2%	cbioportal
3	KRAS	Ssm	76	417	18.2%	cbioportal
4	SMAD4	Ssm	60	417	14.4%	cbioportal
5	SYNE1	Ssm	46	417	11%	cbioportal
6	MUC16	Ssm	44	417	10.6%	cbioportal
7	BAP1	Ssm	39	417	9.4%	cbioportal
8	LRP1B	Ssm	39	417	9.4%	cbioportal
9	FSIP2	Ssm	37	417	8.9%	cbioportal
11	PCLO	Ssm	36	417	8.6%	cbioportal
10	EPHA2	Ssm	36	417	8.6%	cbioportal
12	CSMD3	Ssm	34	417	8.2%	cbioportal
13	SACS	Ssm	34	417	8.2%	cbioportal
14	APC	Ssm	33	417	7.9%	cbioportal
15	RYR2	Ssm	32	417	7.7%	cbioportal
16	OBSCN	Ssm	31	417	7.4%	cbioportal
18	KMT2D	Ssm	30	417	7.2%	cbioportal
17	HMCN1	Ssm	30	417	7.2%	cbioportal
21	PBRM1	Ssm	29	417	7%	cbioportal
19	ELF3	Ssm	29	417	7%	cbioportal
20	KMT2C	Ssm	29	417	7%	cbioportal
22	LRP2	Ssm	28	417	6.7%	cbioportal
23	MUC6	Ssm	28	417	6.7%	cbioportal
24	FAT3	Ssm	27	417	6.5%	cbioportal
25	ARID2	Ssm	25	417	6%	cbioportal
30	SPTA1	Ssm	24	417	5.8%	cbioportal
29	PLEC	Ssm	24	417	5.8%	cbioportal
28	NEB	Ssm	24	417	5.8%	cbioportal
27	CSMD1	Ssm	24	417	5.8%	cbioportal
26	ADGRV1	Ssm	24	417	5.8%	cbioportal

Data updated 22 days agoSource updated 2026-01-06

Cholangiocarcinoma (MSK, Clin Cancer Res 2018) chol_msk_2018MSK

195 cases with simple somatic mutation data · 195 cases total · 2026-04-07 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	IDH1	Ssm	48	195	24.6%	cbioportal
2	TP53	Ssm	46	195	23.6%	cbioportal
3	ARID1A	Ssm	40	195	20.5%	cbioportal
4	BAP1	Ssm	26	195	13.3%	cbioportal
5	KRAS	Ssm	23	195	11.8%	cbioportal
6	PBRM1	Ssm	20	195	10.3%	cbioportal
7	SMAD4	Ssm	16	195	8.2%	cbioportal
8	ATM	Ssm	15	195	7.7%	cbioportal
9	KMT2C	Ssm	13	195	6.7%	cbioportal
10	PIK3CA	Ssm	13	195	6.7%	cbioportal
11	RASA1	Ssm	10	195	5.1%	cbioportal
13	KMT2D	Ssm	9	195	4.6%	cbioportal
14	NF1	Ssm	9	195	4.6%	cbioportal
12	BRAF	Ssm	9	195	4.6%	cbioportal
15	TERT	Ssm	8	195	4.1%	cbioportal
16	ERBB3	Ssm	7	195	3.6%	cbioportal
17	NRAS	Ssm	7	195	3.6%	cbioportal
18	SMARCA4	Ssm	6	195	3.1%	cbioportal
22	ASXL1	Ssm	5	195	2.6%	cbioportal
23	CTNNB1	Ssm	5	195	2.6%	cbioportal
21	ARID2	Ssm	5	195	2.6%	cbioportal
20	ARID1B	Ssm	5	195	2.6%	cbioportal
19	ABL1	Ssm	5	195	2.6%	cbioportal
24	DOT1L	Ssm	5	195	2.6%	cbioportal
25	KMT2A	Ssm	5	195	2.6%	cbioportal
28	STK11	Ssm	5	195	2.6%	cbioportal
26	PTPRS	Ssm	5	195	2.6%	cbioportal
27	SF3B1	Ssm	5	195	2.6%	cbioportal
43	ANKRD11	Ssm	3	141	2.1%	cbioportal
63	PGR	Ssm	3	141	2.1%	cbioportal

Data updated 22 days agoSource updated 2026-04-07

Cholangiocarcinoma (National Cancer Centre of Singapore, Nat Genet 2013) chol_nccs_2013National Cancer Centre of Singapore

15 cases with simple somatic mutation data · 15 cases total · 2026-01-06 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
2	BAP1	Ssm	4	15	26.7%	cbioportal
1	ARID1A	Ssm	4	15	26.7%	cbioportal
5	TP53	Ssm	3	15	20%	cbioportal
4	KRAS	Ssm	3	15	20%	cbioportal
3	IDH1	Ssm	3	15	20%	cbioportal
9	CCT8L2	Ssm	2	15	13.3%	cbioportal
8	BRPF3	Ssm	2	15	13.3%	cbioportal
12	LRRIQ1	Ssm	2	15	13.3%	cbioportal
6	ADGRG4	Ssm	2	15	13.3%	cbioportal
7	ATP10A	Ssm	2	15	13.3%	cbioportal
11	HMCN1	Ssm	2	15	13.3%	cbioportal
10	GPAT4	Ssm	2	15	13.3%	cbioportal
15	ADGRL4	Ssm	1	15	6.7%	cbioportal
17	ALDH1L1	Ssm	1	15	6.7%	cbioportal
18	ANKAR	Ssm	1	15	6.7%	cbioportal
19	ANO6	Ssm	1	15	6.7%	cbioportal
20	AP1AR	Ssm	1	15	6.7%	cbioportal
21	APOB	Ssm	1	15	6.7%	cbioportal
22	ARHGAP12	Ssm	1	15	6.7%	cbioportal
23	ARHGAP15	Ssm	1	15	6.7%	cbioportal
24	ARHGEF4	Ssm	1	15	6.7%	cbioportal
25	ASAP1	Ssm	1	15	6.7%	cbioportal
26	ASIC3	Ssm	1	15	6.7%	cbioportal
27	ATP8B4	Ssm	1	15	6.7%	cbioportal
28	ATRN	Ssm	1	15	6.7%	cbioportal
29	BDH1	Ssm	1	15	6.7%	cbioportal
13	ACVR2A	Ssm	1	15	6.7%	cbioportal
198	TEX55	Ssm	1	15	6.7%	cbioportal
14	ADAMTS13	Ssm	1	15	6.7%	cbioportal
16	AGTPBP1	Ssm	1	15	6.7%	cbioportal

Data updated 22 days agoSource updated 2026-01-06

Cholangiocarcinoma (National University of Singapore, Nat Genet 2012) chol_nus_2012National University of Singapore

8 cases with simple somatic mutation data · 8 cases total · 2026-01-06 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	SMAD4	Ssm	4	8	50%	cbioportal
2	TP53	Ssm	4	8	50%	cbioportal
3	KRAS	Ssm	3	8	37.5%	cbioportal
4	RNF43	Ssm	3	8	37.5%	cbioportal
7	LAMA2	Ssm	2	8	25%	cbioportal
8	NDC80	Ssm	2	8	25%	cbioportal
9	PCDHA13	Ssm	2	8	25%	cbioportal
10	PEG3	Ssm	2	8	25%	cbioportal
11	RADIL	Ssm	2	8	25%	cbioportal
12	ROBO2	Ssm	2	8	25%	cbioportal
13	XIRP2	Ssm	2	8	25%	cbioportal
6	KMT2C	Ssm	2	8	25%	cbioportal
5	GNAS	Ssm	2	8	25%	cbioportal
29	CCDC183	Ssm	1	8	12.5%	cbioportal
14	ADAM12	Ssm	1	8	12.5%	cbioportal
15	AFF1	Ssm	1	8	12.5%	cbioportal
16	AGO1	Ssm	1	8	12.5%	cbioportal
17	ALPP	Ssm	1	8	12.5%	cbioportal
18	ANK2	Ssm	1	8	12.5%	cbioportal
19	ANKRD35	Ssm	1	8	12.5%	cbioportal
20	ANO4	Ssm	1	8	12.5%	cbioportal
21	ARAF	Ssm	1	8	12.5%	cbioportal
22	ARID1A	Ssm	1	8	12.5%	cbioportal
23	ARL6IP5	Ssm	1	8	12.5%	cbioportal
24	ASAP3	Ssm	1	8	12.5%	cbioportal
25	BBS4	Ssm	1	8	12.5%	cbioportal
26	BCAS2	Ssm	1	8	12.5%	cbioportal
27	CALML5	Ssm	1	8	12.5%	cbioportal
28	CALN1	Ssm	1	8	12.5%	cbioportal
30	CCDC97	Ssm	1	8	12.5%	cbioportal

Data updated 22 days agoSource updated 2026-01-06

Cholangiocarcinoma (TCGA, Firehose Legacy) chol_tcgaTCGA

35 cases with simple somatic mutation data · 51 cases total · 2026-01-06 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	MUC4	Ssm	14	35	40%	cbioportal
2	TTN	Ssm	10	35	28.6%	cbioportal
4	PBRM1	Ssm	8	35	22.9%	cbioportal
3	BAP1	Ssm	8	35	22.9%	cbioportal
8	MUC2	Ssm	7	35	20%	cbioportal
7	KMT2C	Ssm	7	35	20%	cbioportal
6	CDC27	Ssm	7	35	20%	cbioportal
5	ANKRD36C	Ssm	7	35	20%	cbioportal
11	TCHH	Ssm	6	35	17.1%	cbioportal
10	MUC5B	Ssm	6	35	17.1%	cbioportal
9	DNAH5	Ssm	6	35	17.1%	cbioportal
19	HLA-B	Ssm	5	35	14.3%	cbioportal
17	BIRC6	Ssm	5	35	14.3%	cbioportal
16	ATM	Ssm	5	35	14.3%	cbioportal
15	ARID1A	Ssm	5	35	14.3%	cbioportal
14	AHNAK	Ssm	5	35	14.3%	cbioportal
13	ADGRV1	Ssm	5	35	14.3%	cbioportal
12	ABCA13	Ssm	5	35	14.3%	cbioportal
24	TP53	Ssm	5	35	14.3%	cbioportal
23	RYR3	Ssm	5	35	14.3%	cbioportal
22	POLE	Ssm	5	35	14.3%	cbioportal
21	PLXNA4	Ssm	5	35	14.3%	cbioportal
20	MUC16	Ssm	5	35	14.3%	cbioportal
18	BLTP1	Ssm	5	35	14.3%	cbioportal
29	CLIP4	Ssm	4	35	11.4%	cbioportal
28	ARID1B	Ssm	4	35	11.4%	cbioportal
27	APC	Ssm	4	35	11.4%	cbioportal
26	ANKRD17	Ssm	4	35	11.4%	cbioportal
25	AHNAK2	Ssm	4	35	11.4%	cbioportal
30	COL6A3	Ssm	4	35	11.4%	cbioportal

Data updated 22 days agoSource updated 2026-01-06

Cholangiocarcinoma (TCGA GDC, 2025) chol_tcga_gdcTCGA GDC

51 cases with simple somatic mutation data · 51 cases total · 2026-01-13 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	PBRM1	Ssm	10	51	19.6%	cbioportal
2	ARID1A	Ssm	9	51	17.6%	cbioportal
3	BAP1	Ssm	8	51	15.7%	cbioportal
4	EPHA2	Ssm	7	51	13.7%	cbioportal
5	IDH1	Ssm	7	51	13.7%	cbioportal
6	KRAS	Ssm	5	51	9.8%	cbioportal
7	LRP1B	Ssm	5	51	9.8%	cbioportal
8	MUC16	Ssm	5	51	9.8%	cbioportal
9	TP53	Ssm	5	51	9.8%	cbioportal
21	TENM1	Ssm	4	51	7.8%	cbioportal
14	ELF3	Ssm	4	51	7.8%	cbioportal
13	DNAH8	Ssm	4	51	7.8%	cbioportal
12	DNAH5	Ssm	4	51	7.8%	cbioportal
11	CSMD3	Ssm	4	51	7.8%	cbioportal
10	CHD7	Ssm	4	51	7.8%	cbioportal
17	MUC5B	Ssm	4	51	7.8%	cbioportal
16	KMT2C	Ssm	4	51	7.8%	cbioportal
15	FGFR2	Ssm	4	51	7.8%	cbioportal
18	NEB	Ssm	4	51	7.8%	cbioportal
19	PCLO	Ssm	4	51	7.8%	cbioportal
20	PIK3CA	Ssm	4	51	7.8%	cbioportal
24	ALB	Ssm	3	51	5.9%	cbioportal
30	DCAF4L2	Ssm	3	51	5.9%	cbioportal
29	CTNNA2	Ssm	3	51	5.9%	cbioportal
28	C3	Ssm	3	51	5.9%	cbioportal
27	BIRC6	Ssm	3	51	5.9%	cbioportal
26	APOB	Ssm	3	51	5.9%	cbioportal
25	ANK2	Ssm	3	51	5.9%	cbioportal
23	AHNAK	Ssm	3	51	5.9%	cbioportal
22	ADAM30	Ssm	3	51	5.9%	cbioportal

Data updated 22 days agoSource updated 2026-01-13

Cholangiocarcinoma (TCGA, PanCancer Atlas) chol_tcga_pan_can_atlas_2018TCGA

36 cases with simple somatic mutation data · 36 cases total · 2026-06-05 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
2	PBRM1	Ssm	7	36	19.4%	cbioportal
1	BAP1	Ssm	7	36	19.4%	cbioportal
3	IDH1	Ssm	5	36	13.9%	cbioportal
6	EPHA2	Ssm	4	36	11.1%	cbioportal
5	DNAH5	Ssm	4	36	11.1%	cbioportal
4	ARID1A	Ssm	4	36	11.1%	cbioportal
9	TTN	Ssm	4	36	11.1%	cbioportal
8	TP53	Ssm	4	36	11.1%	cbioportal
7	KMT2C	Ssm	4	36	11.1%	cbioportal
11	ADGRV1	Ssm	3	36	8.3%	cbioportal
28	RYR1	Ssm	3	36	8.3%	cbioportal
24	MPDZ	Ssm	3	36	8.3%	cbioportal
27	PLXNA4	Ssm	3	36	8.3%	cbioportal
25	MUC16	Ssm	3	36	8.3%	cbioportal
26	MUC5B	Ssm	3	36	8.3%	cbioportal
15	ARID1B	Ssm	3	36	8.3%	cbioportal
16	BCOR	Ssm	3	36	8.3%	cbioportal
23	MACF1	Ssm	3	36	8.3%	cbioportal
22	LRP1	Ssm	3	36	8.3%	cbioportal
10	ADAM30	Ssm	3	36	8.3%	cbioportal
17	BIRC6	Ssm	3	36	8.3%	cbioportal
18	CHD7	Ssm	3	36	8.3%	cbioportal
19	COL6A3	Ssm	3	36	8.3%	cbioportal
20	CSMD2	Ssm	3	36	8.3%	cbioportal
21	FMN2	Ssm	3	36	8.3%	cbioportal
14	APOB	Ssm	3	36	8.3%	cbioportal
13	ALB	Ssm	3	36	8.3%	cbioportal
12	AHNAK	Ssm	3	36	8.3%	cbioportal
29	ABCA13	Ssm	2	36	5.6%	cbioportal
85	LEO1	Ssm	2	36	5.6%	cbioportal

Data updated 22 days agoSource updated 2026-06-05

Combined Hepatocellular and Intrahepatic Cholangiocarcinoma (Peking University, Cancer Cell 2019) hccihch_pku_2019Peking University

173 cases with simple somatic mutation data · 173 cases total · 2026-01-07 · mapped to Combined Hepatocellular Carcinoma and Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	74	173	42.8%	cbioportal
2	TTN	Ssm	28	173	16.2%	cbioportal
3	MUC16	Ssm	25	173	14.5%	cbioportal
4	CSMD3	Ssm	21	173	12.1%	cbioportal
5	ADGRV1	Ssm	18	173	10.4%	cbioportal
6	LRP1B	Ssm	17	173	9.8%	cbioportal
7	ABCA13	Ssm	16	173	9.2%	cbioportal
8	KMT2D	Ssm	15	173	8.7%	cbioportal
10	RB1

Data updated 22 days agoSource updated 2026-01-07

Gallbladder Cancer (MSK, 2022) gbc_mskcc_2022MSK

244 cases with simple somatic mutation data · 244 cases total · 2026-04-07 · mapped to Gallbladder Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	154	244	63.1%	cbioportal
2	SMAD4	Ssm	52	244	21.3%	cbioportal
3	ARID1A	Ssm	50	244	20.5%	cbioportal
7	ELF3	Ssm	21	191	11%	cbioportal
4	CDKN2A	Ssm	26	244	10.7%	cbioportal
5	PIK3CA	Ssm	26	244	10.7%	cbioportal
6	STK11	Ssm	22	244	9%	cbioportal
9	KMT2C	Ssm	20	244	8.2%	cbioportal
8	ARID2	Ssm	20	244	8.2%	cbioportal
10	ERBB2	Ssm	19	244	7.8%	cbioportal
152	SMARCA2	Ssm	3	40	7.5%	cbioportal
11	KRAS	Ssm	18	244	7.4%	cbioportal
14	KMT2D	Ssm	16	244	6.6%	cbioportal
12	ATM	Ssm	16	244	6.6%	cbioportal
13	ERBB3	Ssm	16	244	6.6%	cbioportal
15	CTNNB1	Ssm	15	244	6.1%	cbioportal
16	TERT	Ssm	15	244	6.1%	cbioportal
17	BRCA2	Ssm	13	244	5.3%	cbioportal
30	SLX4	Ssm	9	191	4.7%	cbioportal
28	PREX2	Ssm	9	191	4.7%	cbioportal
18	RBM10	Ssm	11	244	4.5%	cbioportal
22	RB1	Ssm	10	244	4.1%	cbioportal
20	NF1	Ssm	10	244	4.1%	cbioportal
19	KMT2A	Ssm	10	244	4.1%	cbioportal
21	PBRM1	Ssm	10	244	4.1%	cbioportal
27	KEAP1	Ssm	9	244	3.7%	cbioportal
26	IKZF1	Ssm	9	244	3.7%	cbioportal
24	AXIN1	Ssm	9	244	3.7%	cbioportal
23	ATRX	Ssm	9	244	3.7%	cbioportal
25	FBXW7	Ssm	9	244	3.7%	cbioportal

Data updated 22 days agoSource updated 2026-04-07

Gallbladder Cancer (MSK, Cancer 2018) gbc_msk_2018MSK

103 cases with simple somatic mutation data · 103 cases total · 2026-01-07 · mapped to Gallbladder Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	60	103	58.3%	cbioportal
2	SMAD4	Ssm	27	103	26.2%	cbioportal
3	ARID1A	Ssm	26	103	25.2%	cbioportal
4	ATM	Ssm	16	103	15.5%	cbioportal
5	PIK3CA	Ssm	11	103	10.7%	cbioportal
7	TERT	Ssm	9	103	8.7%	cbioportal
6	KMT2D	Ssm	9	103	8.7%	cbioportal
8	KRAS	Ssm	8	103	7.8%	cbioportal
9	ARID1B	Ssm	7	103	6.8%	cbioportal
10	ARID2	Ssm	7	103	6.8%	cbioportal
11	CDKN2A	Ssm	7	103	6.8%	cbioportal
12	NF1	Ssm	7	103	6.8%	cbioportal
13	PBRM1	Ssm	7	103	6.8%	cbioportal
14	BRCA2	Ssm	6	103	5.8%	cbioportal
15	CTNNB1	Ssm	6	103	5.8%	cbioportal
16	ERBB3	Ssm	6	103	5.8%	cbioportal
24	PLCG2	Ssm	5	95	5.3%	cbioportal
21	MED12	Ssm	5	103	4.9%	cbioportal
22	NCOR1	Ssm	5	103	4.9%	cbioportal
23	NOTCH3	Ssm	5	103	4.9%	cbioportal
20	KMT2C	Ssm	5	103	4.9%	cbioportal
17	AR	Ssm	5	103	4.9%	cbioportal
25	RB1	Ssm	5	103	4.9%	cbioportal
26	SMARCA4	Ssm	5	103	4.9%	cbioportal
18	BRAF	Ssm	5	103	4.9%	cbioportal
19	KEAP1	Ssm	5	103	4.9%	cbioportal
41	TSC2	Ssm	4	103	3.9%	cbioportal
28	AXIN1	Ssm	4	103	3.9%	cbioportal
29	EP300	Ssm	4	103	3.9%	cbioportal
30	FBXW7	Ssm	4	103	3.9%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Gallbladder Carcinoma (Shanghai, Nat Genet 2014) gbc_shanghai_2014Shanghai

32 cases with simple somatic mutation data · 32 cases total · 2026-01-07 · mapped to Gallbladder Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	8	32	25%	cbioportal
2	MUC16	Ssm	6	32	18.8%	cbioportal
3	TTN	Ssm	5	32	15.6%	cbioportal
5	KMT2C	Ssm	4	32	12.5%	cbioportal
6	ZNF521	Ssm	4	32	12.5%	cbioportal
4	CS	Ssm	4	32	12.5%	cbioportal
10	ERBB3	Ssm	3	32	9.4%	cbioportal
11	FCGBP	Ssm	3	32	9.4%	cbioportal
13	NPEPPS	Ssm	3	32	9.4%	cbioportal
12	LILRA1	Ssm	3	32	9.4%	cbioportal
14	PPIG	Ssm	3	32	9.4%	cbioportal
15	ZNF804B	Ssm	3	32	9.4%	cbioportal
16	ZNF814	Ssm	3	32	9.4%	cbioportal
7	CHD8	Ssm	3	32	9.4%	cbioportal
8	DNAH7	Ssm	3	32	9.4%	cbioportal
9	ERBB2	Ssm	3	32	9.4%	cbioportal
68	MPDZ	Ssm	2	32	6.3%	cbioportal
62	LRP1B	Ssm	2	32	6.3%	cbioportal
63	LRRK2	Ssm	2	32	6.3%	cbioportal
64	LUZP4	Ssm	2	32	6.3%	cbioportal
65	MAP1A	Ssm	2	32	6.3%	cbioportal
66	MAP4K5	Ssm	2	32	6.3%	cbioportal
67	MARCHF6	Ssm	2	32	6.3%	cbioportal
69	MUC12	Ssm	2	32	6.3%	cbioportal
70	MUC4	Ssm	2	32	6.3%	cbioportal
71	NCOR1	Ssm	2	32	6.3%	cbioportal
72	OR2J2	Ssm	2	32	6.3%	cbioportal
73	OR2M7	Ssm	2	32	6.3%	cbioportal
74	OR5AC2	Ssm	2	32	6.3%	cbioportal
75	PABPC1	Ssm	2	32	6.3%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Adenoma (INSERM, Cancer Cell 2014) liad_inserm_fr_2014INSERM

46 cases with simple somatic mutation data · 46 cases total · 2026-01-07 · mapped to Hepatocellular Adenoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	CTNNB1	Ssm	19	46	41.3%	cbioportal
2	IL6ST	Ssm	12	46	26.1%	cbioportal
3	HNF1A	Ssm	10	46	21.7%	cbioportal
11	SLCO1B3	Ssm	3	46	6.5%	cbioportal
9	LRRC4C	Ssm	3	46	6.5%	cbioportal
8	FRK	Ssm	3	46	6.5%	cbioportal
7	DST	Ssm	3	46	6.5%	cbioportal
5	BAZ2B	Ssm	3	46	6.5%	cbioportal
6	BUB1	Ssm	3	46	6.5%	cbioportal
4	ASH1L	Ssm	3	46	6.5%	cbioportal
10	MAOB	Ssm	3	46	6.5%	cbioportal
16	ALK	Ssm	2	46	4.3%	cbioportal
14	ACY1	Ssm	2	46	4.3%	cbioportal
13	ACTR2	Ssm	2	46	4.3%	cbioportal
12	ABCC2	Ssm	2	46	4.3%	cbioportal
127	ZNF841	Ssm	2	46	4.3%	cbioportal
27	C3ORF70	Ssm	2	46	4.3%	cbioportal
26	BRINP3	Ssm	2	46	4.3%	cbioportal
25	BMAL2	Ssm	2	46	4.3%	cbioportal
24	BLTP1	Ssm	2	46	4.3%	cbioportal
23	BIRC6	Ssm	2	46	4.3%	cbioportal
22	BICRAL	Ssm	2	46	4.3%	cbioportal
21	ASPM	Ssm	2	46	4.3%	cbioportal
20	ARHGAP22	Ssm	2	46	4.3%	cbioportal
19	APOB	Ssm	2	46	4.3%	cbioportal
18	APOA1	Ssm	2	46	4.3%	cbioportal
17	ANP32A	Ssm	2	46	4.3%	cbioportal
15	ADIPOR2	Ssm	2	46	4.3%	cbioportal
29	CASR	Ssm	2	46	4.3%	cbioportal
28	CACNA1G	Ssm	2	46	4.3%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (CLCA, Nature 2024) hcc_clca_2024CLCA

494 cases with simple somatic mutation data · 494 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	255	494	51.6%	cbioportal
2	TERT	Ssm	177	494	35.8%	cbioportal
3	TTN	Ssm	177	494	35.8%	cbioportal
4	MUC16	Ssm	105	494	21.3%	cbioportal
5	CTNNB1	Ssm	102	494	20.6%	cbioportal
6	ALB	Ssm	73	494	14.8%	cbioportal
7	PCLO	Ssm	67	494	13.6%	cbioportal
8	CSMD3	Ssm	65	494	13.2%	cbioportal
9	SYNE1	Ssm	60	494	12.1%	cbioportal
10	LRP1B	Ssm	59	494	11.9%	cbioportal
11	OBSCN	Ssm	59	494	11.9%	cbioportal
12	HMCN1	Ssm	58	494	11.7%	cbioportal
13	AXIN1	Ssm	57	494	11.5%	cbioportal
14	RYR2	Ssm	57	494	11.5%	cbioportal
15	APOB	Ssm	54	494	10.9%	cbioportal
16	ABCA13	Ssm	53	494	10.7%	cbioportal
17	PKHD1L1	Ssm	52	494	10.5%	cbioportal
18	ARID1A	Ssm	51	494	10.3%	cbioportal
19	FBN2	Ssm	51	494	10.3%	cbioportal
20	FAT3	Ssm	50	494	10.1%	cbioportal
21	ADGRV1	Ssm	47	494	9.5%	cbioportal
22	RYR3	Ssm	47	494	9.5%	cbioportal
23	CSMD1	Ssm	43	494	8.7%	cbioportal
24	USH2A	Ssm	43	494	8.7%	cbioportal
26	RYR1	Ssm	41	494	8.3%	cbioportal
25	CSMD2	Ssm	41	494	8.3%	cbioportal
27	XIRP2	Ssm	41	494	8.3%	cbioportal
28	SPTA1	Ssm	40	494	8.1%	cbioportal
29	MUC17	Ssm	39	494	7.9%	cbioportal
30	DNAH10	Ssm	37	494	7.5%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (MERiC/Basel, Nat Commun. 2022) hcc_meric_2021MERiC/Basel

122 cases with simple somatic mutation data · 122 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	CTNNB1	Ssm	45	122	36.9%	cbioportal
2	TP53	Ssm	41	122	33.6%	cbioportal
3	TTN	Ssm	29	122	23.8%	cbioportal
4	ARID1A	Ssm	24	122	19.7%	cbioportal
5	PCLO	Ssm	24	122	19.7%	cbioportal
6	OBSCN	Ssm	19	122	15.6%	cbioportal
7	MUC16	Ssm	18	122	14.8%	cbioportal
9	FLG	Ssm	17	122	13.9%	cbioportal
8	ALB	Ssm	17	122	13.9%	cbioportal
10	APOB	Ssm	15	122	12.3%	cbioportal
11	CSMD3	Ssm	15	122	12.3%	cbioportal
13	SYNE1	Ssm	13	122	10.7%	cbioportal
12	MUC4	Ssm	13	122	10.7%	cbioportal
15	XIRP2	Ssm	12	122	9.8%	cbioportal
14	ADGRV1	Ssm	12	122	9.8%	cbioportal
16	ABCA13	Ssm	11	122	9%	cbioportal
18	LRP1B	Ssm	11	122	9%	cbioportal
17	HYDIN	Ssm	11	122	9%	cbioportal
20	FBN1	Ssm	10	122	8.2%	cbioportal
21	HMCN1	Ssm	10	122	8.2%	cbioportal
19	COL22A1	Ssm	10	122	8.2%	cbioportal
30	GPAM	Ssm	9	122	7.4%	cbioportal
22	ANK3	Ssm	9	122	7.4%	cbioportal
24	CDKN1A	Ssm	9	122	7.4%	cbioportal
23	APC	Ssm	9	122	7.4%	cbioportal
25	CSMD2	Ssm	9	122	7.4%	cbioportal
26	DNAH17	Ssm	9	122	7.4%	cbioportal
27	DNAH5	Ssm	9	122	7.4%	cbioportal
28	FASN	Ssm	9	122	7.4%	cbioportal
29	FAT3	Ssm	9	122	7.4%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (MSK, Clin Cancer Res 2018) hcc_mskimpact_2018MSK

127 cases with simple somatic mutation data · 127 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TERT	Ssm	68	127	53.5%	cbioportal
2	CTNNB1	Ssm	44	127	34.6%	cbioportal
3	TP53	Ssm	39	127	30.7%	cbioportal
4	ARID1A	Ssm	17	127	13.4%	cbioportal
5	TSC2	Ssm	11	127	8.7%	cbioportal
50	PREX2	Ssm	3	36	8.3%	cbioportal
6	NFE2L2	Ssm	8	127	6.3%	cbioportal
10	KMT2D	Ssm	7	127	5.5%	cbioportal
8	AXIN1	Ssm	7	127	5.5%	cbioportal
9	JAK1	Ssm	7	127	5.5%	cbioportal
11	SF3B1	Ssm	7	127	5.5%	cbioportal
7	APC	Ssm	7	127	5.5%	cbioportal
12	ARID2	Ssm	6	127	4.7%	cbioportal
13	BAP1	Ssm	6	127	4.7%	cbioportal
23	ZRSR2	Ssm	5	106	4.7%	cbioportal
21	RB1	Ssm	5	127	3.9%	cbioportal
16	IGF1R	Ssm	5	127	3.9%	cbioportal
17	KDR	Ssm	5	127	3.9%	cbioportal
15	CDKN1A	Ssm	5	127	3.9%	cbioportal
14	ALK	Ssm	5	127	3.9%	cbioportal
18	KMT2A	Ssm	5	127	3.9%	cbioportal
19	NOTCH1	Ssm	5	127	3.9%	cbioportal
20	PTPRT	Ssm	5	127	3.9%	cbioportal
22	SETD2	Ssm	5	127	3.9%	cbioportal
35	ZFHX3	Ssm	4	106	3.8%	cbioportal
27	KIT	Ssm	4	127	3.1%	cbioportal
24	CDKN2A	Ssm	4	127	3.1%	cbioportal
25	CREBBP	Ssm	4	127	3.1%	cbioportal
26	KDM5A	Ssm	4	127	3.1%	cbioportal
28	LATS1	Ssm	4	127	3.1%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (MSK, Clin Cancer Res 2024) hcc_msk_2024MSK

1,370 cases with simple somatic mutation data · 1,370 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	466	1,370	34%	cbioportal
2	ARID1A	Ssm	226	1,370	16.5%	cbioportal
3	TERT	Ssm	225	1,370	16.4%	cbioportal
4	KRAS	Ssm	152	1,370	11.1%	cbioportal
5	IDH1	Ssm	141	1,370	10.3%	cbioportal
6	CTNNB1	Ssm	132	1,370	9.6%	cbioportal
7	BAP1	Ssm	117	1,370	8.5%	cbioportal
85	ALB	Ssm	18	221	8.1%	cbioportal
8	SMAD4	Ssm	103	1,370	7.5%	cbioportal
9	PBRM1	Ssm	95	1,370	6.9%	cbioportal
10	ATM	Ssm	74	1,370	5.4%	cbioportal
11	KMT2C	Ssm	69	1,370	5%	cbioportal
12	ARID2	Ssm	67	1,370	4.9%	cbioportal
13	PIK3CA	Ssm	67	1,370	4.9%	cbioportal
18	ELF3	Ssm	47	998	4.7%	cbioportal
14	KMT2D	Ssm	64	1,370	4.7%	cbioportal
15	CDKN2A	Ssm	62	1,370	4.5%	cbioportal
16	BRAF	Ssm	52	1,370	3.8%	cbioportal
32	PREX2	Ssm	35	998	3.5%	cbioportal
17	NF1	Ssm	48	1,370	3.5%	cbioportal
20	RB1	Ssm	44	1,370	3.2%	cbioportal
19	ERBB3	Ssm	44	1,370	3.2%	cbioportal
21	KMT2A	Ssm	42	1,370	3.1%	cbioportal
23	FGFR2	Ssm	41	1,370	3%	cbioportal
22	APC	Ssm	41	1,370	3%	cbioportal
24	STK11	Ssm	41	1,370	3%	cbioportal
41	KMT2B	Ssm	29	998	2.9%	cbioportal
28	ZFHX3	Ssm	37	1,284	2.9%	cbioportal
25	AXIN1	Ssm	39	1,370	2.8%	cbioportal
27	RASA1	Ssm	37	1,370	2.7%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (MSK, JCO Precis Oncol 2023) hcc_jcopo_msk_2023MSK

90 cases with simple somatic mutation data · 90 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TERT	Ssm	54	90	60%	cbioportal
2	TP53	Ssm	45	90	50%	cbioportal
3	CTNNB1	Ssm	35	90	38.9%	cbioportal
4	TSC2	Ssm	26	90	28.9%	cbioportal
28	ALB	Ssm	2	7	28.6%	cbioportal
5	ARID1A	Ssm	20	90	22.2%	cbioportal
103	SETDB1	Ssm	1	7	14.3%	cbioportal
9	AXIN1	Ssm	5	37	13.5%	cbioportal
15	CDKN1A	Ssm	4	37	10.8%	cbioportal
6	PIK3CA	Ssm	9	90	10%	cbioportal
7	APC	Ssm	8	90	8.9%	cbioportal
23	KMT2D	Ssm	3	37	8.1%	cbioportal
25	PTPRD	Ssm	3	37	8.1%	cbioportal
8	NF1	Ssm	7	90	7.8%	cbioportal
42	KMT2B	Ssm	2	27	7.4%	cbioportal
34	EPHA7	Ssm	2	35	5.7%	cbioportal
48	PPM1D	Ssm	2	35	5.7%	cbioportal
54	ZFHX3	Ssm	2	35	5.7%	cbioportal
55	ZRSR2	Ssm	2	35	5.7%	cbioportal
39	H3-4	Ssm	2	35	5.7%	cbioportal
10	KDM6A	Ssm	5	90	5.6%	cbioportal
12	PAK5	Ssm	5	90	5.6%	cbioportal
11	NFE2L2	Ssm	5	90	5.6%	cbioportal
40	INPP4B	Ssm	2	37	5.4%	cbioportal
31	BAP1	Ssm	2	37	5.4%	cbioportal
32	CDK12	Ssm	2	37	5.4%	cbioportal
17	PTCH1	Ssm	4	90	4.4%	cbioportal
13	ATM	Ssm	4	90	4.4%	cbioportal
18	RB1	Ssm	4	90	4.4%	cbioportal
14	BRCA1	Ssm	4	90	4.4%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinomas (INSERM, Nat Genet 2015) hcc_inserm_fr_2015INSERM

243 cases with simple somatic mutation data · 243 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TERT	Ssm	139	243	57.2%	cbioportal
2	CTNNB1	Ssm	88	243	36.2%	cbioportal
3	TP53	Ssm	54	243	22.2%	cbioportal
4	TTN	Ssm	52	243	21.4%	cbioportal
5	MUC16	Ssm	28	243	11.5%	cbioportal
6	ALB	Ssm	27	243	11.1%	cbioportal
7	ARID1A	Ssm	24	243	9.9%	cbioportal
8	APOB	Ssm	22	243	9.1%	cbioportal
10	PCLO	Ssm	21	243	8.6%	cbioportal
9	AXIN1	Ssm	21	243	8.6%	cbioportal
11	CSMD1	Ssm	20	243	8.2%	cbioportal
12	RYR2	Ssm	20	243	8.2%	cbioportal
13	OBSCN	Ssm	19	243	7.8%	cbioportal
14	COL11A1	Ssm	18	243	7.4%	cbioportal
15	DNAH7	Ssm	16	243	6.6%	cbioportal
17	CSMD3	Ssm	15	243	6.2%	cbioportal
20	RPS6KA3	Ssm	15	243	6.2%	cbioportal
16	ARID2	Ssm	15	243	6.2%	cbioportal
19	PCDH15	Ssm	15	243	6.2%	cbioportal
18	FBN2	Ssm	15	243	6.2%	cbioportal
23	LRP1B	Ssm	14	243	5.8%	cbioportal
21	DNAH9	Ssm	14	243	5.8%	cbioportal
22	KMT2D	Ssm	14	243	5.8%	cbioportal
24	NFE2L2	Ssm	14	243	5.8%	cbioportal
25	RYR1	Ssm	14	243	5.8%	cbioportal
26	SPTA1	Ssm	14	243	5.8%	cbioportal
27	USH2A	Ssm	14	243	5.8%	cbioportal
28	FRAS1	Ssm	13	243	5.3%	cbioportal
30	DNAH5	Ssm	12	243	4.9%	cbioportal
29	ATM	Ssm	12	243	4.9%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Hepatocellular Carcinoma (TCGA GDC, 2025) hcc_tcga_gdcTCGA GDC

370 cases with simple somatic mutation data · 379 cases total · 2026-01-13 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	107	370	28.9%	cbioportal
2	CTNNB1	Ssm	95	370	25.7%	cbioportal
3	TTN	Ssm	90	370	24.3%	cbioportal
4	MUC16	Ssm	59	370	15.9%	cbioportal
5	ALB	Ssm	48	370	13%	cbioportal
6	PCLO	Ssm	42	370	11.4%	cbioportal
7	RYR2	Ssm	34	370	9.2%	cbioportal
8	LRP1B	Ssm	32	370	8.6%	cbioportal
9	APOB	Ssm	31	370	8.4%	cbioportal
11	XIRP2	Ssm	29	370	7.8%	cbioportal
10	CSMD3	Ssm	29	370	7.8%	cbioportal
13	OBSCN	Ssm	28	370	7.6%	cbioportal
12	ARID1A	Ssm	28	370	7.6%	cbioportal
14	ABCA13	Ssm	27	370	7.3%	cbioportal
15	FLG	Ssm	27	370	7.3%	cbioportal
17	HMCN1	Ssm	26	370	7%	cbioportal
16	AXIN1	Ssm	26	370	7%	cbioportal
18	CACNA1E	Ssm	25	370	6.8%	cbioportal
21	USH2A	Ssm	24	370	6.5%	cbioportal
19	CUBN	Ssm	24	370	6.5%	cbioportal
20	SPTA1	Ssm	24	370	6.5%	cbioportal
23	DNAH7	Ssm	23	370	6.2%	cbioportal
24	DOCK2	Ssm	23	370	6.2%	cbioportal
22	ADGRV1	Ssm	23	370	6.2%	cbioportal
25	RYR1	Ssm	22	370	5.9%	cbioportal
26	COL11A1	Ssm	21	370	5.7%	cbioportal
30	PRKDC	Ssm	21	370	5.7%	cbioportal
29	FAT3	Ssm	21	370	5.7%	cbioportal
28	DMD	Ssm	21	370	5.7%	cbioportal
27	CSMD1	Ssm	21	370	5.7%	cbioportal

Data updated 22 days agoSource updated 2026-01-13

Intrahepatic Cholangiocarcinoma (JHU, Nat Genet 2013) chol_jhu_2013JHU

40 cases with simple somatic mutation data · 40 cases total · 2026-01-06 · mapped to Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	BAP1	Ssm	8	40	20%	cbioportal
2	TP53	Ssm	8	40	20%	cbioportal
3	PBRM1	Ssm	7	40	17.5%	cbioportal
4	ARID1A	Ssm	6	40	15%	cbioportal
6	IDH1	Ssm	4	40	10%	cbioportal
5	FGFR2	Ssm	4	40	10%	cbioportal
7	TTN	Ssm	4	40	10%	cbioportal
14	FAT1	Ssm	3	40	7.5%	cbioportal
13	EPHA2	Ssm	3	40	7.5%	cbioportal
12	DNAH9	Ssm	3	40	7.5%	cbioportal
11	DNAH6	Ssm	3	40	7.5%	cbioportal
10	DNAH11	Ssm	3	40	7.5%	cbioportal
9	CSMD3	Ssm	3	40	7.5%	cbioportal
8	CSMD1	Ssm	3	40	7.5%	cbioportal
19	SORCS3	Ssm	3	40	7.5%	cbioportal
20	UBE2O	Ssm	3	40	7.5%	cbioportal
18	PIK3CA	Ssm	3	40	7.5%	cbioportal
17	NIPBL	Ssm	3	40	7.5%	cbioportal
16	HRNR	Ssm	3	40	7.5%	cbioportal
15	FAT4	Ssm	3	40	7.5%	cbioportal
28	ALB	Ssm	2	40	5%	cbioportal
26	AHNAK	Ssm	2	40	5%	cbioportal
24	ADRA2B	Ssm	2	40	5%	cbioportal
23	ADAMTSL3	Ssm	2	40	5%	cbioportal
22	ADAMTS5	Ssm	2	40	5%	cbioportal
21	ADAMTS18	Ssm	2	40	5%	cbioportal
27	AKAP9	Ssm	2	40	5%	cbioportal
30	ARID5B	Ssm	2	40	5%	cbioportal
29	APOE	Ssm	2	40	5%	cbioportal
25	AGK	Ssm	2	40	5%	cbioportal

Data updated 22 days agoSource updated 2026-01-06

Intrahepatic Cholangiocarcinoma (Mount Sinai 2015) ihch_ismms_2015

8 cases with simple somatic mutation data · 8 cases total · 2026-01-07 · mapped to Intrahepatic Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
3	MUC16	Ssm	2	8	25%	cbioportal
2	ARAF	Ssm	2	8	25%	cbioportal
1	ACAN	Ssm	2	8	25%	cbioportal
4	ABCD4	Ssm	1	8	12.5%	cbioportal
88	PDE4D	Ssm	1	8	12.5%	cbioportal
5	ACIN1	Ssm	1	8	12.5%	cbioportal
6	ADAMTS19	Ssm	1	8	12.5%	cbioportal
7	ADAMTSL1	Ssm	1	8	12.5%	cbioportal
8	ADCY2	Ssm	1	8	12.5%	cbioportal
9	ANKRD20A3P	Ssm	1	8	12.5%	cbioportal
10	ANKRD30A	Ssm	1	8	12.5%	cbioportal
11	ANLN	Ssm	1	8	12.5%	cbioportal
12	ANXA6	Ssm	1	8	12.5%	cbioportal
13	APPBP2	Ssm	1	8	12.5%	cbioportal
14	AQP5	Ssm	1	8	12.5%	cbioportal
15	ARID1A	Ssm	1	8	12.5%	cbioportal
16	ASRGL1	Ssm	1	8	12.5%	cbioportal
17	BPIFA1	Ssm	1	8	12.5%	cbioportal
18	CBLIF	Ssm	1	8	12.5%	cbioportal
19	CCDC181	Ssm	1	8	12.5%	cbioportal
20	CCL7	Ssm	1	8	12.5%	cbioportal
21	CEACAM5	Ssm	1	8	12.5%	cbioportal
22	CEP295	Ssm	1	8	12.5%	cbioportal
23	CFAP20	Ssm	1	8	12.5%	cbioportal
24	CFAP43	Ssm	1	8	12.5%	cbioportal
25	CIT	Ssm	1	8	12.5%	cbioportal
26	CRIPAK	Ssm	1	8	12.5%	cbioportal
27	CROT	Ssm	1	8	12.5%	cbioportal
28	CTC1	Ssm	1	8	12.5%	cbioportal
29	CTDSP2	Ssm	1	8	12.5%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Intrahepatic Cholangiocarcinoma (MSK, Clin Cancer Res 2021) ihch_mskcc_2020MSK

199 cases with simple somatic mutation data · 219 cases total · 2026-04-07 · mapped to Intrahepatic Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	IDH1	Ssm	45	199	22.6%	cbioportal
2	BAP1	Ssm	39	199	19.6%	cbioportal
3	ARID1A	Ssm	35	199	17.6%	cbioportal
4	TP53	Ssm	32	199	16.1%	cbioportal
5	PBRM1	Ssm	25	199	12.6%	cbioportal
6	KRAS	Ssm	19	199	9.5%	cbioportal
7	RASA1	Ssm	10	199	5%	cbioportal
8	BRAF	Ssm	9	199	4.5%	cbioportal
10	IDH2	Ssm	8	199	4%	cbioportal
9	FGFR2	Ssm	8	199	4%	cbioportal
11	PIK3CA	Ssm	8	199	4%	cbioportal
15	NRAS	Ssm	7	199	3.5%	cbioportal
12	ARID2	Ssm	7	199	3.5%	cbioportal
13	ATM	Ssm	7	199	3.5%	cbioportal
14	CDKN2A	Ssm	7	199	3.5%	cbioportal
16	PTPRT	Ssm	7	199	3.5%	cbioportal
61	PREX2	Ssm	3	89	3.4%	cbioportal
43	ELF3	Ssm	3	89	3.4%	cbioportal
69	TP53BP1	Ssm	3	89	3.4%	cbioportal
68	SOS1	Ssm	3	89	3.4%	cbioportal
20	TERT	Ssm	6	199	3%	cbioportal
17	ATRX	Ssm	6	199	3%	cbioportal
18	KMT2D	Ssm	6	199	3%	cbioportal
19	PTEN	Ssm	6	199	3%	cbioportal
23	RB1	Ssm	5	199	2.5%	cbioportal
21	DOT1L	Ssm	5	199	2.5%	cbioportal
22	RARA	Ssm	5	199	2.5%	cbioportal
24	SMARCA4	Ssm	5	199	2.5%	cbioportal
37	ZFHX3	Ssm	4	174	2.3%	cbioportal
105	MSH3	Ssm	2	89	2.2%	cbioportal

Data updated 22 days agoSource updated 2026-04-07

Intrahepatic Cholangiocarcinoma (MSK, Hepatology 2021) ihch_msk_2021MSK

412 cases with simple somatic mutation data · 412 cases total · 2026-01-07 · mapped to Intrahepatic Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	IDH1	Ssm	85	412	20.6%	cbioportal
2	ARID1A	Ssm	78	412	18.9%	cbioportal
3	BAP1	Ssm	72	412	17.5%	cbioportal
4	TP53	Ssm	70	412	17%	cbioportal
5	PBRM1	Ssm	44	412	10.7%	cbioportal
6	KRAS	Ssm	39	412	9.5%	cbioportal
7	BRAF	Ssm	26	412	6.3%	cbioportal
8	ATM	Ssm	20	412	4.9%	cbioportal
9	TERT	Ssm	20	412	4.9%	cbioportal
19	PREX2	Ssm	10	225	4.4%	cbioportal
11	IDH2	Ssm	18	412	4.4%	cbioportal
10	FGFR2	Ssm	18	412	4.4%	cbioportal
12	PIK3CA	Ssm	17	412	4.1%	cbioportal
13	RASA1	Ssm	17	412	4.1%	cbioportal
14	SMARCA4	Ssm	15	412	3.6%	cbioportal
15	ARID2	Ssm	14	412	3.4%	cbioportal
16	KMT2D	Ssm	13	412	3.2%	cbioportal
17	NRAS	Ssm	13	412	3.2%	cbioportal
18	KMT2C	Ssm	12	412	2.9%	cbioportal
21	ZFHX3	Ssm	10	372	2.7%	cbioportal
52	ELF3	Ssm	6	225	2.7%	cbioportal
20	PTEN	Ssm	10	412	2.4%	cbioportal
75	KMT2B	Ssm	5	225	2.2%	cbioportal
24	ARID1B	Ssm	9	412	2.2%	cbioportal
25	ATRX	Ssm	9	412	2.2%	cbioportal
26	CDKN2A	Ssm	9	412	2.2%	cbioportal
27	FAT1	Ssm	9	412	2.2%	cbioportal
28	NF1	Ssm	9	412	2.2%	cbioportal
29	PTPRT	Ssm	9	412	2.2%	cbioportal
30	SF3B1	Ssm	9	412	2.2%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Intrahepatic Cholangiocarcinoma (Shanghai, Nat Commun 2014) ihch_smmu_2014Shanghai

103 cases with simple somatic mutation data · 103 cases total · 2026-01-07 · mapped to Intrahepatic Cholangiocarcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	42	103	40.8%	cbioportal
2	HLA-A	Ssm	18	103	17.5%	cbioportal
3	KRAS	Ssm	17	103	16.5%	cbioportal
4	GAS8-AS1	Ssm	16	103	15.5%	cbioportal
5	TTN	Ssm	15	103	14.6%	cbioportal
6	FAM230A	Ssm	13	103	12.6%	cbioportal
7	HLA-C	Ssm	13	103	12.6%	cbioportal
8	MUC16	Ssm	13	103	12.6%	cbioportal
9	AHNAK2	Ssm	12	103	11.7%	cbioportal
10	MUC21	Ssm	11	103	10.7%	cbioportal
14	ODF1	Ssm	10	103	9.7%	cbioportal
13	MUC3A	Ssm	10	103	9.7%	cbioportal
12	MUC2	Ssm	10	103	9.7%	cbioportal
11	HLA-B	Ssm	10	103	9.7%	cbioportal
20	OBSCN	Ssm	9	103	8.7%	cbioportal
19	LILRA6	Ssm	9	103	8.7%	cbioportal
18	HMCN1	Ssm	9	103	8.7%	cbioportal
17	FAM135B	Ssm	9	103	8.7%	cbioportal
16	CDC27	Ssm	9	103	8.7%	cbioportal
15	ARSD	Ssm	9	103	8.7%	cbioportal
24	MAGEC1	Ssm	8	103	7.8%	cbioportal
23	HRNR	Ssm	8	103	7.8%	cbioportal
22	GGT2P	Ssm	8	103	7.8%	cbioportal
21	CEP89	Ssm	8	103	7.8%	cbioportal
25	PER3	Ssm	8	103	7.8%	cbioportal
26	ADAMTS7	Ssm	7	103	6.8%	cbioportal
27	ARID1A	Ssm	7	103	6.8%	cbioportal
28	BPTF	Ssm	7	103	6.8%	cbioportal
29	DLC1	Ssm	7	103	6.8%	cbioportal
30	EPPK1	Ssm	7	103	6.8%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Liver Hepatocellular Adenoma and Carcinomas (MSK, PLOS One 2018) hcc_msk_venturaa_2018MSK

19 cases with simple somatic mutation data · 19 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TERT	Ssm	7	19	36.8%	cbioportal
2	CTNNB1	Ssm	3	19	15.8%	cbioportal
4	TP53	Ssm	3	19	15.8%	cbioportal
3	HNF1A	Ssm	3	19	15.8%	cbioportal
6	PIK3CA	Ssm	2	19	10.5%	cbioportal
5	APC	Ssm	2	19	10.5%	cbioportal
27	KEAP1	Ssm	1	19	5.3%	cbioportal
26	KDM6A	Ssm	1	19	5.3%	cbioportal
25	HGF	Ssm	1	19	5.3%	cbioportal
24	GNAS	Ssm	1	19	5.3%	cbioportal
23	FAT1	Ssm	1	19	5.3%	cbioportal
22	ERG	Ssm	1	19	5.3%	cbioportal
21	EP300	Ssm	1	19	5.3%	cbioportal
20	EED	Ssm	1	19	5.3%	cbioportal
29	KMT2D	Ssm	1	19	5.3%	cbioportal
18	CUL3	Ssm	1	19	5.3%	cbioportal
17	CTCF	Ssm	1	19	5.3%	cbioportal
16	CDKN1B	Ssm	1	19	5.3%	cbioportal
14	CDK12	Ssm	1	19	5.3%	cbioportal
13	BTK	Ssm	1	19	5.3%	cbioportal
12	BRCA1	Ssm	1	19	5.3%	cbioportal
11	BCOR	Ssm	1	19	5.3%	cbioportal
10	ATM	Ssm	1	19	5.3%	cbioportal
9	ASXL2	Ssm	1	19	5.3%	cbioportal
8	ARID2	Ssm	1	19	5.3%	cbioportal
7	ARID1A	Ssm	1	19	5.3%	cbioportal
15	CDKN1A	Ssm	1	19	5.3%	cbioportal
19	DNMT3B	Ssm	1	19	5.3%	cbioportal
30	LATS1	Ssm	1	19	5.3%	cbioportal
28	KMT2C	Ssm	1	19	5.3%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Liver Hepatocellular Carcinoma TCGA-LIHCTCGA

377 cases with simple somatic mutation data · 377 cases total · Data Release 46.0 · mapped to Hepatocellular Carcinoma ONTOLOGY_EXACT

gdcObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	ASH1L	Ssm	279	377	74%	gdc
2	RUSC1	Ssm	277	377	73.5%	gdc
6	PKLR	Ssm	276	377	73.2%	gdc
4	THBS3	Ssm	276	377	73.2%	gdc
3	EFNA3	Ssm	276	377	73.2%	gdc
7	FAM189B	Ssm	276	377	73.2%	gdc
5	SLC50A1	Ssm	276	377	73.2%	gdc
16	ZBTB7B	Ssm	275	377	72.9%	gdc
15	EFNA1	Ssm	275	377	72.9%	gdc
14	DCST2	Ssm	275	377	72.9%	gdc
13	INSRR	Ssm	275	377	72.9%	gdc
12	ADAM15	Ssm	275	377	72.9%	gdc
8	AL691442.1	Ssm	275	377	72.9%	gdc
9	SCAMP3	Ssm	275	377	72.9%	gdc
10	CLK2	Ssm	275	377	72.9%	gdc
11	TRIM46	Ssm	275	377	72.9%	gdc
18	FDPS	Ssm	275	377	72.9%	gdc
17	MTX1	Ssm	275	377	72.9%	gdc
30	YY1AP1	Ssm	274	377	72.7%	gdc
29	ARHGEF2	Ssm	274	377	72.7%	gdc
28	KRTCAP2	Ssm	274	377	72.7%	gdc
27	DPM3	Ssm	274	377	72.7%	gdc
26	HCN3	Ssm	274	377	72.7%	gdc
25	GBA	Ssm	274	377	72.7%	gdc
24	LENEP	Ssm	274	377	72.7%	gdc
23	DCST1	Ssm	274	377	72.7%	gdc
22	MUC1	Ssm	274	377	72.7%	gdc
21	AL713999.2	Ssm	274	377	72.7%	gdc
20	KHDC4	Ssm	274	377	72.7%	gdc
19	EFNA4	Ssm	274	377	72.7%	gdc

Data updated 23 days agoSource updated Data Release 46.0

Liver Hepatocellular Carcinoma (AMC, Hepatology 2014) lihc_amc_prvAMC

231 cases with simple somatic mutation data · 231 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	71	231	30.7%	cbioportal
2	CTNNB1	Ssm	52	231	22.5%	cbioportal
3	TTN	Ssm	52	231	22.5%	cbioportal
4	MUC16	Ssm	40	231	17.3%	cbioportal
5	HMCN1	Ssm	26	231	11.3%	cbioportal
6	PCLO	Ssm	26	231	11.3%	cbioportal
7	ADGRV1	Ssm	25	231	10.8%	cbioportal
8	HYDIN	Ssm	21	231	9.1%	cbioportal
9	LRP1B	Ssm	19	231	8.2%	cbioportal
10	SYNE1	Ssm	19	231	8.2%	cbioportal
11	APOB	Ssm	18	231	7.8%	cbioportal
12	DNAH5	Ssm	18	231	7.8%	cbioportal
13	MUC4	Ssm	18	231	7.8%	cbioportal
14	RYR2	Ssm	18	231	7.8%	cbioportal
15	RYR3	Ssm	18	231	7.8%	cbioportal
16	VCAN	Ssm	18	231	7.8%	cbioportal
17	FBN2	Ssm	17	231	7.4%	cbioportal
18	PKHD1L1	Ssm	16	231	6.9%	cbioportal
19	ABCA13	Ssm	15	231	6.5%	cbioportal
20	CSMD3	Ssm	15	231	6.5%	cbioportal
21	FLG	Ssm	15	231	6.5%	cbioportal
22	LIAT1	Ssm	15	231	6.5%	cbioportal
23	XIRP2	Ssm	15	231	6.5%	cbioportal
24	AXIN1	Ssm	14	231	6.1%	cbioportal
25	BLTP1	Ssm	14	231	6.1%	cbioportal
26	MDN1	Ssm	14	231	6.1%	cbioportal
27	OBSCN	Ssm	14	231	6.1%	cbioportal
28	AHNAK2	Ssm	13	231	5.6%	cbioportal
29	CENPF	Ssm	13	231	5.6%	cbioportal
30	COL6A6	Ssm	13	231	5.6%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Liver Hepatocellular Carcinoma (RIKEN, Nat Genet 2012) lihc_rikenRIKEN

27 cases with simple somatic mutation data · 27 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved14 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	13	27	48.1%	cbioportal
2	ATM	Ssm	4	27	14.8%	cbioportal
3	ARID1A	Ssm	3	27	11.1%	cbioportal
4	BAZ2B	Ssm	3	27	11.1%	cbioportal
5	CTNNB1	Ssm	3	27	11.1%	cbioportal
6	WWP1	Ssm	3	27	11.1%	cbioportal
7	ALB	Ssm	2	27	7.4%	cbioportal
8	ERRFI1	Ssm	2	27	7.4%	cbioportal
9	GXYLT1	Ssm	2	27	7.4%	cbioportal
10	IGSF10	Ssm	2	27	7.4%	cbioportal
11	OTOP1	Ssm	2	27	7.4%	cbioportal
12	USP25	Ssm	2	27	7.4%	cbioportal
13	ZIC3	Ssm	2	27	7.4%	cbioportal
14	UBR3	Ssm	1	27	3.7%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Liver Hepatocellular Carcinoma (TCGA, Firehose Legacy) lihc_tcgaTCGA

373 cases with simple somatic mutation data · 379 cases total · 2026-01-07 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	115	373	30.8%	cbioportal
2	TTN	Ssm	105	373	28.2%	cbioportal
3	CTNNB1	Ssm	97	373	26%	cbioportal
4	MUC16	Ssm	54	373	14.5%	cbioportal
5	ALB	Ssm	43	373	11.5%	cbioportal
6	APOB	Ssm	39	373	10.5%	cbioportal
7	RYR2	Ssm	39	373	10.5%	cbioportal
8	PCLO	Ssm	35	373	9.4%	cbioportal
9	CSMD3	Ssm	33	373	8.8%	cbioportal
10	LRP1B	Ssm	33	373	8.8%	cbioportal
11	OBSCN	Ssm	33	373	8.8%	cbioportal
12	ABCA13	Ssm	32	373	8.6%	cbioportal
13	ARID1A	Ssm	32	373	8.6%	cbioportal
14	CACNA1E	Ssm	31	373	8.3%	cbioportal
15	RYR1	Ssm	30	373	8%	cbioportal
16	XIRP2	Ssm	29	373	7.8%	cbioportal
17	SPTA1	Ssm	28	373	7.5%	cbioportal
18	HMCN1	Ssm	27	373	7.2%	cbioportal
19	AHNAK2	Ssm	26	373	7%	cbioportal
20	FLG	Ssm	26	373	7%	cbioportal
21	FRAS1	Ssm	26	373	7%	cbioportal
22	USH2A	Ssm	26	373	7%	cbioportal
23	FAT3	Ssm	25	373	6.7%	cbioportal
24	MUC4	Ssm	25	373	6.7%	cbioportal
25	ADGRV1	Ssm	24	373	6.4%	cbioportal
26	ALMS1	Ssm	24	373	6.4%	cbioportal
27	AXIN1	Ssm	24	373	6.4%	cbioportal
28	DNAH6	Ssm	24	373	6.4%	cbioportal
29	CSMD1	Ssm	23	373	6.2%	cbioportal
30	DNAH7	Ssm	23	373	6.2%	cbioportal

Data updated 22 days agoSource updated 2026-01-07

Liver Hepatocellular Carcinoma (TCGA, PanCancer Atlas) lihc_tcga_pan_can_atlas_2018TCGA

366 cases with simple somatic mutation data · 372 cases total · 2026-06-03 · mapped to Hepatocellular Carcinoma EXACT_IDENTIFIER

cbioportalObserved30 genes · frequency = affected / profiled, as published by the cohort.

#	Gene	Alteration	Affected (n)	Profiled (n)	Frequency (%)	Source
1	TP53	Ssm	110	366	30.1%	cbioportal
2	TTN	Ssm	98	366	26.8%	cbioportal
3	CTNNB1	Ssm	95	366	26%	cbioportal
4	MUC16	Ssm	60	366	16.4%	cbioportal
5	ALB	Ssm	47	366	12.8%	cbioportal
6	PCLO	Ssm	39	366	10.7%	cbioportal
7	RYR2	Ssm	37	366	10.1%	cbioportal
8	APOB	Ssm	35	366	9.6%	cbioportal
9	OBSCN	Ssm	35	366	9.6%	cbioportal
10	LRP1B	Ssm	33	366	9%	cbioportal
11	FLG	Ssm	32	366	8.7%	cbioportal
12	ABCA13	Ssm	31	366	8.5%	cbioportal
13	CSMD3	Ssm	30	366	8.2%	cbioportal
14	ARID1A	Ssm	29	366	7.9%	cbioportal
15	CACNA1E	Ssm	29	366	7.9%	cbioportal
16	XIRP2	Ssm	29	366	7.9%	cbioportal
17	FAT3	Ssm	27	366	7.4%	cbioportal
18	ADGRV1	Ssm	26	366	7.1%	cbioportal
19	HMCN1	Ssm	26	366	7.1%	cbioportal
20	AXIN1	Ssm	25	366	6.8%	cbioportal
21	SPTA1	Ssm	25	366	6.8%	cbioportal
22	USH2A	Ssm	25	366	6.8%	cbioportal
23	PRKDC	Ssm	24	366	6.6%	cbioportal
24	RYR1	Ssm	24	366	6.6%	cbioportal
25	CSMD1	Ssm	23	366	6.3%	cbioportal
26	DNAH7	Ssm	23	366	6.3%	cbioportal
27	DOCK2	Ssm	23	366	6.3%	cbioportal
28	CUBN	Ssm	22	366	6%	cbioportal
29	HERC2	Ssm	22	366	6%	cbioportal
30	FBN2	Ssm	21	366	5.7%	cbioportal

Data updated 22 days agoSource updated 2026-06-03