Split (1)

train · 59.8k rows

sample_id stringlengths 12 12	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 2 values	age_years float64 18 90 ⌀	stage_at_diagnosis stringclasses 4 values	tumor_subtype stringclasses 5 values	first_metastasis_site stringclasses 5 values	therapy_class stringclasses 5 values	primary_n_mutations int64 20 145 ⌀	metastasis_n_mutations int64 45 209 ⌀	shared_n_mutations int64 20 126 ⌀	primary_private_n_mutations int64 0 42 ⌀	metastasis_private_n_mutations int64 11 162 ⌀	primary_met_jaccard_index float64 0.13 0.7 ⌀	primary_ESR1_mut bool 2 classes	primary_PIK3CA_mut bool 2 classes	primary_HER2_amp bool 2 classes	primary_TP53_mut bool 2 classes	primary_RB1_loss bool 2 classes	met_ESR1_mut bool 2 classes	met_PIK3CA_mut bool 2 classes	met_HER2_amp bool 2 classes	met_TP53_mut bool 2 classes	met_RB1_loss bool 2 classes	has_clinical_resistance bool 2 classes	resistance_mechanism stringclasses 7 values
DP_PAT_00201	SSA_West	West	true	false	Female	57.9	III	Basal_like	Bone	Chemo_plus_endocrine	87	158	86	1	72	0.541	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00202	SSA_West	West	true	false	Female	53.3	II	HER2_enriched	Liver	Endocrine_only	101	102	76	25	26	0.598	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00203	SSA_West	West	true	false	Female	61.4	III	Luminal_A	Bone	Endocrine_only	91	103	79	12	24	0.687	false	true	true	false	false	true	true	true	false	false	true	ESR1_mutation_acquired
DP_PAT_00204	SSA_West	West	true	false	Female	85.6	III	Luminal_A	Bone	Chemo_plus_endocrine	96	132	93	3	39	0.689	true	false	false	false	false	true	false	false	false	false	false	None
DP_PAT_00205	SSA_West	West	true	false	Female	39.7	III	Luminal_A	Other	Chemo_only	92	138	92	0	46	0.667	true	false	false	false	false	true	false	false	false	false	false	None
DP_PAT_00206	SSA_West	West	true	false	Female	44.4	III	Luminal_A	Liver	CDK4_6_plus_endocrine	49	110	49	0	61	0.445	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00207	SSA_West	West	true	false	Female	44.5	I	Luminal_B	Liver	Endocrine_only	92	139	92	0	47	0.662	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00208	SSA_West	West	true	false	Female	49.9	III	Basal_like	Bone	Chemo_only	46	78	44	2	34	0.55	false	false	false	true	false	false	true	false	true	true	false	None
DP_PAT_00209	SSA_West	West	true	false	Female	44.8	I	Luminal_A	Liver	CDK4_6_plus_endocrine	37	100	37	0	63	0.37	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00210	SSA_West	West	true	false	Female	25.5	III	HER2_enriched	Lung	Chemo_only	96	154	93	3	61	0.592	false	true	true	true	true	false	true	true	true	true	false	None
DP_PAT_00211	SSA_West	West	true	false	Female	55.7	III	HER2_enriched	Bone	HER2_targeted	80	131	79	1	52	0.598	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00212	SSA_West	West	true	false	Female	43	II	HER2_enriched	Liver	HER2_targeted	48	87	48	0	39	0.552	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00213	SSA_West	West	true	false	Female	30.4	II	Basal_like	Bone	Chemo_plus_endocrine	70	138	70	0	68	0.507	false	false	false	true	false	true	false	false	true	false	false	None
DP_PAT_00214	SSA_West	West	true	false	Female	35.9	II	Basal_like	Lung	CDK4_6_plus_endocrine	74	179	74	0	105	0.413	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00215	SSA_West	West	true	false	Female	36.9	III	Basal_like	Liver	Chemo_only	74	127	71	3	56	0.546	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00216	SSA_West	West	true	false	Female	35	IV	Luminal_A	Bone	CDK4_6_plus_endocrine	62	162	62	0	100	0.383	false	false	false	false	true	false	false	false	false	true	true	RB1_loss_CDK4_6_resistance
DP_PAT_00217	SSA_West	West	true	false	Female	45	III	Basal_like	Lung	Chemo_only	47	152	47	0	105	0.309	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00218	SSA_West	West	true	false	Female	62.9	III	Basal_like	Lung	Chemo_only	84	91	62	22	29	0.549	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00219	SSA_West	West	true	false	Female	54	II	HER2_enriched	Liver	HER2_targeted	94	136	86	8	50	0.597	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00220	SSA_West	West	true	false	Female	45.6	II	Luminal_B	Bone	Chemo_only	78	109	75	3	34	0.67	false	false	false	true	false	true	false	false	true	false	false	None
DP_PAT_00221	SSA_West	West	true	false	Female	66.7	III	Basal_like	Brain	Chemo_only	118	119	84	34	35	0.549	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00222	SSA_West	West	true	false	Female	43.5	III	Luminal_A	Liver	Endocrine_only	106	107	87	19	20	0.69	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00223	SSA_West	West	true	false	Female	44.8	III	Luminal_B	Lung	CDK4_6_plus_endocrine	79	81	64	15	17	0.667	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00224	SSA_West	West	true	false	Female	40.7	IV	Luminal_A	Bone	Chemo_plus_endocrine	99	160	99	0	61	0.619	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00225	SSA_West	West	true	false	Female	47.5	II	Luminal_B	Liver	Chemo_plus_endocrine	74	96	68	6	28	0.667	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00226	SSA_West	West	true	false	Female	56.2	III	HER2_enriched	Brain	Chemo_plus_endocrine	53	181	53	0	128	0.293	false	true	false	false	false	true	true	false	false	false	false	None
DP_PAT_00227	SSA_West	West	true	false	Female	33.2	IV	Basal_like	Lung	Chemo_only	83	178	83	0	95	0.466	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00228	SSA_West	West	true	false	Female	41.7	III	Luminal_A	Liver	Chemo_plus_endocrine	50	138	50	0	88	0.362	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00229	SSA_West	West	true	false	Female	74.1	IV	Luminal_B	Bone	CDK4_6_plus_endocrine	104	126	93	11	33	0.679	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00230	SSA_West	West	true	false	Female	38.5	IV	Basal_like	Other	HER2_targeted	67	157	67	0	90	0.427	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00231	SSA_West	West	true	false	Female	53.4	II	Luminal_A	Bone	Endocrine_only	83	112	80	3	32	0.696	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00232	SSA_West	West	true	false	Female	48	III	Basal_like	Lung	HER2_targeted	74	111	65	9	46	0.542	false	false	false	true	true	false	false	true	true	true	true	HER2_amp_gain_resistance
DP_PAT_00233	SSA_West	West	true	false	Female	49.9	IV	Basal_like	Liver	Chemo_only	110	172	100	10	72	0.549	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00234	SSA_West	West	true	false	Female	47.5	II	Luminal_A	Bone	Chemo_plus_endocrine	76	165	76	0	89	0.461	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00235	SSA_West	West	true	false	Female	42.5	III	Basal_like	Bone	Chemo_only	74	93	59	15	34	0.546	false	false	false	true	false	false	false	false	true	true	false	None
DP_PAT_00236	SSA_West	West	true	false	Female	52	II	Basal_like	Lung	Chemo_only	77	108	65	12	43	0.542	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00237	SSA_West	West	true	false	Female	51.7	III	Basal_like	Lung	Chemo_only	76	101	62	14	39	0.539	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00238	SSA_West	West	true	false	Female	60.1	III	Luminal_A	Other	Chemo_plus_endocrine	87	130	87	0	43	0.669	false	false	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00239	SSA_West	West	true	false	Female	76.7	III	Basal_like	Lung	CDK4_6_plus_endocrine	81	100	64	17	36	0.547	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00240	SSA_West	West	true	false	Female	46.5	III	Luminal_A	Bone	Endocrine_only	88	116	83	5	33	0.686	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00241	SSA_West	West	true	false	Female	67.6	II	Basal_like	Brain	Chemo_plus_endocrine	50	90	49	1	41	0.538	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00242	SSA_West	West	true	false	Female	68.2	III	Basal_like	Liver	Chemo_plus_endocrine	88	89	62	26	27	0.539	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00243	SSA_West	West	true	false	Female	52.7	III	Luminal_A	Bone	Chemo_only	89	192	89	0	103	0.464	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00244	SSA_West	West	true	false	Female	37.5	II	Luminal_B	Lung	CDK4_6_plus_endocrine	66	115	66	0	49	0.574	false	true	false	true	true	false	true	false	true	true	true	RB1_loss_CDK4_6_resistance
DP_PAT_00245	SSA_West	West	true	false	Female	51.9	III	Luminal_A	Bone	Chemo_only	73	142	73	0	69	0.514	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00246	SSA_West	West	true	false	Female	33.5	IV	Luminal_B	Bone	Endocrine_only	106	149	103	3	46	0.678	false	false	false	true	false	true	false	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00247	SSA_West	West	true	false	Female	48.2	II	Luminal_B	Bone	Chemo_plus_endocrine	53	141	53	0	88	0.376	false	false	true	false	true	false	false	true	false	true	false	None
DP_PAT_00248	SSA_West	West	true	false	Female	41	IV	Luminal_A	Bone	Endocrine_only	94	134	93	1	41	0.689	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00249	SSA_West	West	true	false	Female	58.5	IV	Basal_like	Lung	Chemo_only	121	138	91	30	47	0.542	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00250	SSA_West	West	true	false	Female	51.7	I	HER2_enriched	Bone	HER2_targeted	77	91	62	15	29	0.585	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00251	SSA_West	West	true	false	Female	28.1	III	Basal_like	Other	Chemo_only	65	103	59	6	44	0.541	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00252	SSA_West	West	true	false	Female	55.1	II	Basal_like	Brain	Chemo_only	89	93	64	25	29	0.542	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00253	SSA_West	West	true	false	Female	60.1	III	Basal_like	Lung	Chemo_only	70	173	70	0	103	0.405	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00254	SSA_West	West	true	false	Female	27.2	II	Basal_like	Other	Chemo_only	75	170	75	0	95	0.441	false	false	false	true	false	true	false	false	true	false	false	None
DP_PAT_00255	SSA_West	West	true	false	Female	59.2	II	Luminal_B	Bone	CDK4_6_plus_endocrine	81	111	77	4	34	0.67	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00256	SSA_West	West	true	false	Female	25.7	III	Basal_like	Brain	Chemo_only	51	160	51	0	109	0.319	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00257	SSA_West	West	true	false	Female	43	IV	Luminal_B	Bone	Endocrine_only	95	96	77	18	19	0.675	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00258	SSA_West	West	true	false	Female	49	III	Luminal_A	Lung	Chemo_plus_endocrine	89	151	89	0	62	0.589	false	false	false	false	false	false	true	false	false	false	true	PIK3CA_mutation_acquired
DP_PAT_00259	SSA_West	West	true	false	Female	52	I	Luminal_A	Bone	Endocrine_only	83	158	83	0	75	0.525	false	false	false	false	false	true	false	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00260	SSA_West	West	true	false	Female	48.5	III	Luminal_A	Bone	Endocrine_only	60	116	60	0	56	0.517	false	true	false	false	false	true	true	false	false	false	true	ESR1_mutation_acquired
DP_PAT_00261	SSA_West	West	true	false	Female	64.3	III	Luminal_A	Bone	Endocrine_only	70	94	67	3	27	0.691	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00262	SSA_West	West	true	false	Female	59.1	III	Basal_like	Bone	Chemo_plus_endocrine	77	151	77	0	74	0.51	false	false	false	true	true	false	false	false	true	true	false	None
DP_PAT_00263	SSA_West	West	true	false	Female	51.3	III	Basal_like	Lung	Chemo_plus_endocrine	91	100	67	24	33	0.54	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00264	SSA_West	West	true	false	Female	56.3	III	Basal_like	Brain	Chemo_only	29	149	29	0	120	0.195	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00265	SSA_West	West	true	false	Female	38	III	Basal_like	Liver	Chemo_only	47	84	46	1	38	0.541	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00266	SSA_West	West	true	false	Female	49.5	III	Basal_like	Brain	Chemo_only	65	114	63	2	51	0.543	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00267	SSA_West	West	true	false	Female	46.3	IV	Basal_like	Lung	Chemo_only	90	92	64	26	28	0.542	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00268	SSA_West	West	true	false	Female	65.5	I	Luminal_B	Bone	Endocrine_only	54	112	54	0	58	0.482	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00269	SSA_West	West	true	false	Female	47.4	III	Basal_like	Lung	Chemo_only	83	124	73	10	51	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00270	SSA_West	West	true	false	Female	57.6	II	Basal_like	Bone	Endocrine_only	110	141	89	21	52	0.549	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00271	SSA_West	West	true	false	Female	45.5	II	Basal_like	Lung	Chemo_only	80	111	67	13	44	0.54	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00272	SSA_West	West	true	false	Female	35.2	III	Basal_like	Bone	Endocrine_only	80	140	78	2	62	0.549	false	false	false	false	true	true	true	false	false	true	false	None
DP_PAT_00273	SSA_West	West	true	false	Female	55.6	IV	Luminal_A	Bone	Endocrine_only	93	132	92	1	40	0.692	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00274	SSA_West	West	true	false	Female	55.8	IV	Luminal_B	Lung	Chemo_only	93	136	92	1	44	0.672	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00275	SSA_West	West	true	false	Female	47	III	Luminal_A	Bone	CDK4_6_plus_endocrine	87	105	79	8	26	0.699	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00276	SSA_West	West	true	false	Female	21.9	II	Basal_like	Lung	CDK4_6_plus_endocrine	90	147	84	6	63	0.549	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00277	SSA_West	West	true	false	Female	39.2	IV	HER2_enriched	Liver	HER2_targeted	92	111	76	16	35	0.598	false	false	true	false	false	false	false	true	false	false	false	None
DP_PAT_00278	SSA_West	West	true	false	Female	64.3	IV	Basal_like	Lung	Chemo_only	79	114	68	11	46	0.544	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00279	SSA_West	West	true	false	Female	58.6	III	Basal_like	Lung	Chemo_only	72	126	70	2	56	0.547	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00280	SSA_West	West	true	false	Female	58.2	III	Luminal_A	Bone	Chemo_plus_endocrine	73	75	60	13	15	0.682	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00281	SSA_West	West	true	false	Female	56.6	III	Luminal_B	Bone	Chemo_only	59	151	59	0	92	0.391	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00282	SSA_West	West	true	false	Female	51.1	II	HER2_enriched	Liver	HER2_targeted	78	79	58	20	21	0.586	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00283	SSA_West	West	true	false	Female	52.1	III	Luminal_A	Bone	Endocrine_only	82	139	82	0	57	0.59	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00284	SSA_West	West	true	false	Female	64.2	III	HER2_enriched	Bone	Chemo_only	55	160	55	0	105	0.344	false	true	true	true	false	false	true	true	true	false	false	None
DP_PAT_00285	SSA_West	West	true	false	Female	39.4	II	Luminal_B	Bone	Chemo_plus_endocrine	41	122	41	0	81	0.336	false	false	true	false	false	false	true	true	false	false	true	PIK3CA_mutation_acquired
DP_PAT_00286	SSA_West	West	true	false	Female	64.2	III	Basal_like	Liver	Chemo_only	80	93	61	19	32	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00287	SSA_West	West	true	false	Female	56.1	I	Luminal_A	Bone	Endocrine_only	71	93	67	4	26	0.691	false	false	false	true	false	true	false	false	true	false	true	ESR1_mutation_acquired
DP_PAT_00288	SSA_West	West	true	false	Female	38.1	IV	Luminal_B	Liver	Endocrine_only	85	166	85	0	81	0.512	false	true	false	true	false	false	true	false	true	false	false	None
DP_PAT_00289	SSA_West	West	true	false	Female	52.4	II	Basal_like	Liver	Chemo_only	59	171	59	0	112	0.345	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00290	SSA_West	West	true	false	Female	55.6	III	HER2_enriched	Liver	HER2_targeted	85	109	72	13	37	0.59	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00291	SSA_West	West	true	false	Female	49.3	IV	HER2_enriched	Liver	HER2_targeted	72	117	70	2	47	0.588	false	true	true	true	false	false	true	true	true	false	true	PI3K_pathway_HER2_resistance
DP_PAT_00292	SSA_West	West	true	false	Female	42.9	III	Luminal_B	Liver	Chemo_plus_endocrine	66	163	66	0	97	0.405	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00293	SSA_West	West	true	false	Male	35.5	III	HER2_enriched	Bone	CDK4_6_plus_endocrine	81	145	81	0	64	0.559	false	false	true	false	false	true	false	true	false	true	false	None
DP_PAT_00294	SSA_West	West	true	false	Female	38.4	IV	HER2_enriched	Lung	CDK4_6_plus_endocrine	88	176	88	0	88	0.5	false	true	true	false	false	false	true	true	false	false	false	None
DP_PAT_00295	SSA_West	West	true	false	Female	45.8	II	Luminal_B	Bone	Chemo_plus_endocrine	81	110	77	4	33	0.675	false	false	true	true	false	false	false	true	true	false	false	None
DP_PAT_00296	SSA_West	West	true	false	Female	40.2	III	Basal_like	Liver	Chemo_only	59	60	42	17	18	0.545	false	false	false	true	true	true	false	false	true	true	false	None
DP_PAT_00297	SSA_West	West	true	false	Female	62	IV	Basal_like	Brain	Chemo_only	108	147	90	18	57	0.545	false	false	false	true	false	false	false	false	true	false	false	None
DP_PAT_00298	SSA_West	West	true	false	Female	52	III	Luminal_A	Lung	Endocrine_only	80	153	80	0	73	0.523	false	false	false	false	false	false	false	false	false	false	false	None
DP_PAT_00299	SSA_West	West	true	false	Female	31.9	III	Luminal_A	Bone	Chemo_plus_endocrine	65	66	53	12	13	0.679	false	true	false	false	false	false	true	false	false	false	false	None
DP_PAT_00300	SSA_West	West	true	false	Female	55.6	III	Basal_like	Lung	Chemo_only	108	113	78	30	35	0.545	false	true	false	true	false	false	true	false	true	false	false	None

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