Expression of HGD in lung cancer - The Human Protein Atlas

LUNG CANCER - Survival analysis

Lung cancer	Lung Adenocarcinoma (LUAD)	Lung Squamous Cell Carcinoma (LUSC)

Best separation

Median separation

Expression cutoff

4.6 FPKM

0.4 FPKM

5-year survival high

33%

38%

5-year survival low

48%

50%

Log-rank P value

7.20e-2

8.77e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

5.1

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-37-4130-01A	56 years, male, white, stage:ia	197.5
TCGA-66-2754-01A	67 years, male, stage:iiia	172.0
TCGA-38-4631-01A	72 years, female, white, stage:ib	123.8
TCGA-37-5819-01A	65 years, male, white, stage:iiia	110.2
TCGA-86-8674-01A	50 years, male, white, stage:iia	100.2
TCGA-55-1596-01A	55 years, male, asian, stage:iib	87.2
TCGA-73-4675-01A	59 years, male, white, stage:iiia	85.5
TCGA-95-7043-01A	63 years, female, white, stage:ia	82.2
TCGA-55-7995-01A	73 years, female, white, stage:ia	70.7
TCGA-97-A4M3-01A	69 years, female, white, stage:ia	69.4
TCGA-35-5375-01A	61 years, male, white, stage:iiia	68.7
TCGA-05-4422-01A	68 years, male, stage:ib	68.4
TCGA-62-A471-01A	64 years, male, white, stage:iib	68.2
TCGA-35-3615-01A	57 years, male, white, stage:ib	65.6
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia	65.3
TCGA-50-5072-01A	74 years, male, white, stage:iiia	61.4
TCGA-55-8505-01A	62 years, male, white, stage:iiia	60.8
TCGA-78-7160-01A	61 years, male, white, stage:iv	60.2
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia	58.5
TCGA-44-6776-01A	60 years, female, white, stage:ia	56.7
TCGA-78-7220-01A	53 years, female, white, stage:iiia	52.3
TCGA-73-4677-01A	75 years, male, white	52.3
TCGA-78-7150-01A	59 years, male, white, stage:iib	51.1
TCGA-86-A4D0-01A	48 years, male, white, stage:iia	49.1
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia	44.5
TCGA-62-A46O-01A	65 years, female, white, stage:ib	44.0
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia	42.4
TCGA-93-8067-01A	77 years, male, asian, stage:ib	40.1
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib	39.0
TCGA-78-7633-01A	67 years, male, white, stage:ib	38.1
TCGA-80-5608-01A	female, stage:ia	37.3
TCGA-55-A492-01A	70 years, female, white, stage:ia	36.1
TCGA-86-8669-01A	64 years, male, white, stage:ia	35.3
TCGA-55-8094-01A	51 years, male, white, stage:iv	35.0
TCGA-55-A48Y-01A	69 years, male, white, stage:iia	34.0
TCGA-78-7154-01A	72 years, male, white, stage:iiia	33.8
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia	33.3
TCGA-39-5022-01A	76 years, male, white, stage:ib	33.1
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia	32.6
TCGA-97-8176-01A	63 years, male, white, stage:iiia	31.2
TCGA-78-7166-01A	84 years, male, white, stage:iib	30.3
TCGA-62-A470-01A	84 years, male, white, stage:ib	30.1
TCGA-05-4396-01A	76 years, male, stage:iiib	29.7
TCGA-62-A46S-01A	73 years, male, white, stage:ib	29.5
TCGA-39-5034-01A	73 years, female, white, stage:iib	29.0
TCGA-49-6742-01A	70 years, male, white, stage:iia	26.9
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib	26.7
TCGA-78-7153-01A	65 years, female, white, stage:ib	26.7
TCGA-22-4594-01A	60 years, female, stage:iiia	26.4
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib	26.2
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia	25.8
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib	25.7
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia	25.3
TCGA-05-5429-01A	60 years, male, stage:iiia	25.0
TCGA-50-5051-01A	42 years, female, white, stage:iiia	25.0
TCGA-85-8584-01A	71 years, male, white, stage:iia	24.7
TCGA-91-7771-01A	62 years, male, white, stage:iib	24.0
TCGA-05-4384-01A	66 years, male, stage:iiia	23.7
TCGA-49-4514-01A	79 years, female, white, stage:ia	23.2
TCGA-75-7027-01A	male, stage:ib	23.1
TCGA-44-6146-01A	64 years, male, white, stage:iib	23.0
TCGA-44-6145-01A	62 years, female, white, stage:ia	21.9
TCGA-50-6592-01A	71 years, female, white, stage:ib	21.7
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib	21.6
TCGA-73-4670-01A	69 years, female, white, stage:iv	20.9
TCGA-05-5425-01A	68 years, male, stage:iib	20.7
TCGA-86-8672-01A	59 years, male, white, stage:iib	20.7
TCGA-49-4486-01A	72 years, male, white, stage:ia	20.1
TCGA-44-5644-01A	51 years, female, white, stage:ib	20.1
TCGA-69-8255-01A	72 years, male, white, stage:ia	20.0
TCGA-78-7148-01A	71 years, male, white, stage:iib	20.0
TCGA-33-6737-01A	71 years, male, white, stage:iiia	19.9
TCGA-55-6984-01A	female, white, stage:iib	18.9
TCGA-55-8513-01A	77 years, female, white, stage:iib	18.7
TCGA-55-5899-01A	male, white	18.2
TCGA-05-4418-01A	69 years, male, stage:iiia	18.0
TCGA-55-6972-01A	72 years, male, white, stage:ib	18.0
TCGA-97-A4M5-01A	84 years, male, white, stage:ia	17.9
TCGA-44-3917-01A	33 years, female, white, stage:ib	17.8
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia	17.7
TCGA-97-7941-01A	72 years, female, white, stage:ia	17.4
TCGA-62-8395-01A	80 years, female, white, stage:iib	17.3
TCGA-55-6970-01A	67 years, female, white, stage:iiia	17.1
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib	16.9
TCGA-44-A4SS-01A	73 years, male, white, stage:ia	16.8
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib	16.7
TCGA-55-7907-01A	77 years, male, white, stage:iia	15.9
TCGA-55-8085-01A	64 years, male, white, stage:ia	15.8
TCGA-05-5420-01A	67 years, male, stage:iiia	15.5
TCGA-55-8620-01A	60 years, male, white, stage:iv	15.5
TCGA-L9-A443-01A	63 years, female, white, stage:ia	15.4
TCGA-86-7955-01A	62 years, male, white, stage:ib	15.2
TCGA-50-5930-01A	47 years, male, white, stage:iiia	15.1
TCGA-78-7540-01A	66 years, female, white, stage:ib	15.0
TCGA-55-7994-01A	81 years, male, white, stage:iib	14.7
TCGA-90-7964-01A	70 years, male, white, stage:ib	14.3
TCGA-78-7162-01A	75 years, male, white, stage:ia	14.2
TCGA-78-7156-01A	62 years, male, white, stage:iv	14.2
TCGA-50-5936-01A	58 years, male, white, stage:iiia	14.0
TCGA-73-7499-01A	81 years, female, white, stage:ib	13.9
TCGA-05-4425-01A	70 years, female, stage:iv	13.7
TCGA-73-4666-01A	52 years, female, white, stage:iv	13.6
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia	13.6
TCGA-44-3918-01A	60 years, female, white, stage:ia	13.4
TCGA-78-7149-01A	72 years, male, white, stage:iiib	13.3
TCGA-49-4506-01A	68 years, female, white, stage:iib	13.3
TCGA-55-A491-01A	81 years, female, white, stage:ia	13.1
TCGA-49-6743-01A	81 years, female, white, stage:iiia	13.0
TCGA-69-7761-01A	85 years, male, white, stage:ib	12.3
TCGA-91-6830-01A	65 years, female, white, stage:iia	12.2
TCGA-78-7537-01A	72 years, male, stage:ib	12.2
TCGA-91-6828-01A	70 years, male, white, stage:ia	12.2
TCGA-55-7284-01B	74 years, male, white, stage:iib	12.0
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv	12.0
TCGA-78-8660-01A	69 years, male, stage:iib	11.7
TCGA-86-8359-01A	52 years, male, white, stage:iiia	11.6
TCGA-55-6987-01A	77 years, male, white, stage:ia	11.5
TCGA-97-A4LX-01A	81 years, male, white, stage:ib	11.4
TCGA-37-4133-01A	63 years, male, white, stage:iiia	11.1
TCGA-05-4389-01A	70 years, male, stage:ia	11.1
TCGA-44-7670-01A	47 years, female, white, stage:iia	10.9
TCGA-J2-8194-01A	69 years, female, white, stage:iib	10.8
TCGA-55-7815-01A	77 years, male, stage:ib	10.8
TCGA-22-4591-01A	80 years, male, white, stage:iiia	10.7
TCGA-99-8033-01A	74 years, female, white, stage:iv	10.0
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib	10.0
TCGA-05-4397-01A	65 years, male, stage:iib	9.9
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia	9.7
TCGA-55-8091-01A	75 years, male, white, stage:ib	9.6
TCGA-44-3398-01A	77 years, female, white, stage:ia	9.6
TCGA-05-4434-01A	67 years, female, stage:iv	9.5
TCGA-39-5011-01A	70 years, female, white, stage:ia	9.4
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia	9.4
TCGA-67-3770-01A	70 years, female, white, stage:ia	9.3
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia	9.2
TCGA-95-8039-01A	72 years, male, white, stage:ia	9.2
TCGA-69-7978-01A	59 years, male, white, stage:iib	9.2
TCGA-49-4494-01A	77 years, male, white, stage:iiia	9.2
TCGA-50-6673-01A	84 years, female, white, stage:i	8.7
TCGA-62-8398-01A	55 years, male, white, stage:iiia	8.7
TCGA-22-5483-01A	74 years, male, white, stage:iia	8.4
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia	8.4
TCGA-33-6738-01A	80 years, male, white, stage:iiia	8.3
TCGA-62-A46V-01A	78 years, female, white, stage:ib	8.3
TCGA-62-8402-01A	73 years, female, white, stage:iiia	8.2
TCGA-97-8174-01A	67 years, male, white, stage:iia	8.1
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia	8.0
TCGA-05-4250-01A	79 years, female, stage:iiia	8.0
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia	7.9
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia	7.9
TCGA-55-1594-01A	68 years, male, white, stage:iiia	7.8
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia	7.6
TCGA-05-4417-01A	51 years, female, stage:ib	7.6
TCGA-38-A44F-01A	80 years, male, white, stage:ib	7.5
TCGA-91-A4BD-01A	78 years, male, white, stage:iia	7.5
TCGA-62-A472-01A	70 years, male, white, stage:iib	7.4
TCGA-69-8254-01A	85 years, male, white	7.3
TCGA-86-8673-01A	61 years, male, white, stage:ib	7.3
TCGA-73-4676-01A	45 years, male, white, stage:iia	7.3
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia	7.2
TCGA-55-8092-01A	75 years, male, white, stage:iib	7.2
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia	7.2
TCGA-55-7911-01A	70 years, female, white, stage:ia	7.1
TCGA-62-8397-01A	70 years, female, white, stage:iib	7.1
TCGA-75-5147-01A	female, stage:ib	7.1
TCGA-44-2656-01B	59 years, male, white, stage:ib	7.0
TCGA-55-7728-01A	64 years, female, white, stage:ib	7.0
TCGA-22-1017-01A	62 years, male, white, stage:ia	7.0
TCGA-52-7812-01A	68 years, male, white	6.9
TCGA-78-7146-01A	71 years, female, white, stage:iiia	6.7
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia	6.6
TCGA-05-4433-01A	82 years, male, stage:ib	6.5
TCGA-86-8358-01A	44 years, male, white, stage:ib	6.4
TCGA-78-7143-01A	62 years, female, white, stage:ib	6.4
TCGA-22-4596-01A	69 years, female, white, stage:ib	6.4
TCGA-95-8494-01A	67 years, male, white, stage:iia	6.4
TCGA-91-A4BC-01A	59 years, male, white, stage:iia	6.3
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia	6.2
TCGA-78-7161-01A	69 years, female, white, stage:iib	6.2
TCGA-55-8615-01A	67 years, male, white, stage:iiia	6.2
TCGA-97-A4M6-01A	45 years, female, white, stage:ia	6.2
TCGA-49-4501-01A	67 years, female, white, stage:ib	6.2
TCGA-97-7552-01A	70 years, male, white, stage:ib	6.1
TCGA-95-A4VN-01A	62 years, female, white, stage:iia	6.0
TCGA-55-6982-01A	female, white, stage:iib	6.0
TCGA-97-A4M0-01A	60 years, female, white, stage:ib	6.0
TCGA-44-2655-01A	65 years, female, white, stage:ia	5.9
TCGA-78-7167-01A	77 years, male, white, stage:iv	5.9
TCGA-49-4507-01A	73 years, female, white, stage:iiia	5.9
TCGA-69-7979-01A	71 years, female, white, stage:ib	5.9
TCGA-43-5668-01A	78 years, male, white, stage:iia	5.6
TCGA-93-7347-01A	76 years, female, white, stage:ia	5.6
TCGA-60-2706-01A	58 years, male, white, stage:ia	5.6
TCGA-86-7711-01A	70 years, male, white, stage:iia	5.6
TCGA-69-7980-01A	70 years, female, white, stage:i	5.5
TCGA-22-1005-01A	63 years, male, white, stage:ia	5.5
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia	5.5
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib	5.4
TCGA-86-7701-01A	66 years, male, white, stage:iv	5.4
TCGA-99-8032-01A	62 years, male, white, stage:ia	5.3
TCGA-55-6983-01A	male, white, stage:iib	5.3
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib	5.2
TCGA-MP-A4T7-01A	75 years, female, stage:iv	5.0
TCGA-L4-A4E5-01A	48 years, female, white, stage:i	4.9
TCGA-67-3774-01A	73 years, female, white, stage:ib	4.8
TCGA-86-7954-01A	68 years, female, white, stage:ib	4.8
TCGA-66-2773-01A	69 years, male, stage:ib	4.7
TCGA-55-A4DG-01A	71 years, male, white, stage:ia	4.4
TCGA-55-8506-01A	62 years, female, white, stage:iib	4.4
TCGA-44-2665-01A	55 years, female, white, stage:iib	4.2
TCGA-93-7348-01A	75 years, female, white, stage:ia	4.2
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii	4.2
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia	4.2
TCGA-55-6986-01A	female, white, stage:ib	4.2
TCGA-86-8073-01A	58 years, male, white, stage:ib	4.1
TCGA-66-2757-01A	65 years, female, stage:ia	4.1
TCGA-53-7813-01A	51 years, female, white, stage:iiib	4.0
TCGA-55-8512-01A	41 years, male, white, stage:iv	4.0
TCGA-44-A47G-01A	73 years, female, white, stage:ia	4.0
TCGA-64-5815-01A	74 years, male, white, stage:iib	3.9
TCGA-69-7764-01A	75 years, male, white, stage:ia	3.9
TCGA-97-8179-01A	72 years, male, white, stage:ia	3.8
TCGA-50-5055-01A	79 years, female, white, stage:iia	3.8
TCGA-44-6777-01A	85 years, female, white, stage:ib	3.7
TCGA-97-A4M7-01A	74 years, male, white, stage:ia	3.6
TCGA-22-5474-01A	74 years, male, white, stage:ib	3.6
TCGA-05-5715-01A	69 years, female, stage:ib	3.5
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia	3.5
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i	3.5
TCGA-44-3919-01A	71 years, female, white, stage:ia	3.4
TCGA-05-4403-01A	76 years, male, stage:ib	3.4
TCGA-95-7947-01A	67 years, male, white, stage:ia	3.4
TCGA-55-6975-01A	male, white, stage:iib	3.3
TCGA-44-7672-01A	52 years, female, white, stage:ia	3.3
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia	3.3
TCGA-97-8177-01A	59 years, female, white, stage:ib	3.3
TCGA-05-4432-01A	66 years, male, stage:iib	3.3
TCGA-78-7159-01A	60 years, female, white, stage:ia	3.2
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii	3.2
TCGA-33-A5GW-01A	67 years, male, white, stage:iia	3.2
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia	3.2
TCGA-63-A5MG-01A	68 years, male, stage:ib	3.2
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia	3.1
TCGA-MP-A4SV-01A	67 years, male, stage:ib	3.1
TCGA-78-7536-01A	70 years, male, white, stage:iiia	3.1
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia	3.1
TCGA-62-8394-01A	65 years, female, white, stage:iiib	3.0
TCGA-50-6597-01A	79 years, female, white, stage:ib	3.0
TCGA-MP-A4TJ-01A	62 years, female, stage:ia	3.0
TCGA-49-6761-01A	68 years, female, white, stage:iiia	3.0
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia	2.9
TCGA-86-8076-01A	42 years, male, white, stage:ia	2.9
TCGA-97-A4M2-01A	66 years, male, white, stage:ia	2.9
TCGA-37-A5EL-01A	53 years, male, white, stage:iib	2.9
TCGA-97-A4M1-01A	52 years, female, white, stage:ia	2.8
TCGA-95-7948-01A	42 years, female, white, stage:ib	2.8
TCGA-44-2661-01A	69 years, female, white, stage:ia	2.8
TCGA-05-4390-01A	58 years, female, stage:ib	2.8
TCGA-50-8459-01A	68 years, male, white, stage:iib	2.8
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia	2.7
TCGA-64-5781-01A	55 years, female, white, stage:ib	2.7
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib	2.7
TCGA-49-4487-01A	72 years, female, white, stage:ia	2.7
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib	2.6
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib	2.6
TCGA-35-4122-01A	69 years, male, white, stage:ia	2.5
TCGA-55-1592-01A	male, white, stage:ia	2.4
TCGA-43-2576-01A	62 years, female, white, stage:iiia	2.4
TCGA-38-4625-01A	66 years, female, white, stage:ib	2.4
TCGA-55-8302-01A	54 years, male, white, stage:ib	2.4
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia	2.4
TCGA-73-7498-01A	58 years, female, white, stage:ia	2.3
TCGA-99-7458-01A	74 years, female, white, stage:iiia	2.3
TCGA-91-8496-01A	63 years, female, white, stage:ib	2.3
TCGA-05-5428-01A	57 years, male, stage:iia	2.3
TCGA-78-7152-01A	65 years, male, white, stage:ib	2.2
TCGA-50-5068-01A	59 years, female, white, stage:iib	2.2
TCGA-55-8208-01A	73 years, female, white, stage:ia	2.2
TCGA-69-8453-01A	77 years, male, white, stage:iib	2.2
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia	2.2
TCGA-80-5611-01A	male, stage:ib	2.2
TCGA-90-A59Q-01A	61 years, female, white, stage:iia	2.1
TCGA-55-8619-01A	72 years, female, white, stage:iib	2.1
TCGA-69-7760-01A	73 years, male, white, stage:iib	2.1
TCGA-55-8510-01A	55 years, female, white, stage:ib	2.1
TCGA-05-5423-01A	65 years, male, stage:iib	2.0
TCGA-38-4630-01A	75 years, female, white, stage:ib	2.0
TCGA-78-7163-01A	60 years, male, white, stage:ib	2.0
TCGA-64-1681-01A	61 years, female, white, stage:ia	2.0
TCGA-55-A490-01A	78 years, male, white, stage:iia	2.0
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia	1.9
TCGA-86-8056-01A	64 years, female, white, stage:iiia	1.9
TCGA-85-A50Z-01A	57 years, male, white, stage:iia	1.9
TCGA-44-7660-01A	72 years, male, white, stage:ib	1.9
TCGA-97-7938-01A	76 years, female, white, stage:ia	1.9
TCGA-50-6593-01A	49 years, female, white, stage:iiia	1.8
TCGA-66-2756-01A	68 years, male, stage:iiib	1.8
TCGA-50-5939-01A	85 years, male, white, stage:ib	1.8
TCGA-55-8205-01A	76 years, female, white, stage:iia	1.8
TCGA-86-8278-01A	63 years, female, white, stage:iib	1.7
TCGA-68-7757-01B	74 years, male, white, stage:ia	1.7
TCGA-43-2578-01A	59 years, female, white, stage:ia	1.7
TCGA-67-3772-01A	82 years, female, white, stage:ib	1.7
TCGA-44-2668-01B	51 years, male, white, stage:ib	1.7
TCGA-55-A4DF-01A	88 years, male, white, stage:ia	1.7
TCGA-63-A5MN-01A	78 years, female, stage:iib	1.7
TCGA-50-5932-01A	75 years, male, white, stage:iib	1.7
TCGA-55-8206-01A	56 years, male, white, stage:ia	1.6
TCGA-55-6971-01A	59 years, female, white, stage:ib	1.6
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia	1.6
TCGA-78-7147-01A	67 years, female, white, stage:iib	1.6
TCGA-55-7727-01A	71 years, male, white, stage:iiia	1.6
TCGA-44-6148-01A	60 years, male, white, stage:ia	1.6
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia	1.6
TCGA-34-5234-01A	71 years, female, white, stage:ia	1.6
TCGA-75-6206-01A	male, stage:ib	1.6
TCGA-55-7227-01A	77 years, male, white, stage:iiia	1.5
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia	1.5
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia	1.5
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia	1.5
TCGA-75-6212-01A	female, stage:iib	1.5
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib	1.5
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia	1.5
TCGA-67-6216-01A	57 years, female, white, stage:ia	1.4
TCGA-44-7659-01A	70 years, male, white, stage:ia	1.4
TCGA-73-4658-01A	80 years, female, white, stage:ib	1.4
TCGA-97-8175-01A	55 years, female, white, stage:ib	1.4
TCGA-50-5933-01A	72 years, male, white, stage:iiib	1.4
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii	1.4
TCGA-55-8301-01A	59 years, male, white, stage:ib	1.4
TCGA-44-2657-01A	74 years, female, white, stage:ib	1.4
TCGA-60-2724-01A	47 years, male, white, stage:iiia	1.4
TCGA-91-8499-01A	76 years, female, white, stage:ia	1.4
TCGA-63-A5ML-01A	68 years, male, stage:ib	1.4
TCGA-75-6214-01A	female, stage:iiia	1.3
TCGA-85-A513-01A	60 years, female, asian, stage:ia	1.3
TCGA-05-4382-01A	68 years, male, stage:ib	1.3
TCGA-O1-A52J-01A	74 years, female, white, stage:ia	1.3
TCGA-44-6779-01A	50 years, female, white, stage:iib	1.3
TCGA-94-7943-01A	80 years, male, white, stage:ia	1.3
TCGA-55-8097-01A	60 years, female, white, stage:ia	1.3
TCGA-64-5774-01A	60 years, male, white, stage:ib	1.3
TCGA-35-4123-01A	38 years, male, white, stage:ia	1.3
TCGA-38-4627-01A	64 years, female, white, stage:iia	1.3
TCGA-64-1680-01A	63 years, male, white, stage:iv	1.2
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia	1.2
TCGA-55-8203-01A	69 years, female, white, stage:ia	1.2
TCGA-69-7973-01A	42 years, female, white, stage:ib	1.2
TCGA-44-A47A-01A	78 years, female, white, stage:ib	1.2
TCGA-38-6178-01A	70 years, female, white, stage:iiia	1.2
TCGA-44-3396-01A	74 years, female, white, stage:iiia	1.2
TCGA-34-5927-01A	70 years, female, white, stage:ia	1.2
TCGA-55-6968-01A	61 years, male, white, stage:iv	1.2
TCGA-55-6642-01A	63 years, male, white, stage:ib	1.2
TCGA-56-8082-01A	80 years, female, white, stage:iia	1.2
TCGA-56-5897-01A	74 years, male, white, stage:ia	1.2
TCGA-73-4659-01A	66 years, male, white, stage:iiia	1.2
TCGA-53-7624-01A	40 years, female, white, stage:iv	1.1
TCGA-18-3417-01A	65 years, male, stage:iv	1.1
TCGA-97-8547-01A	78 years, female, stage:iiia	1.1
TCGA-39-5024-01A	65 years, female, white, stage:iiia	1.1
TCGA-90-7766-01A	66 years, female, white, stage:ia	1.1
TCGA-50-5941-01A	55 years, female, white, stage:iiia	1.1
TCGA-86-8671-01A	72 years, female, white, stage:iib	1.1
TCGA-91-8497-01A	75 years, female, white, stage:ia	1.1
TCGA-50-8460-01A	74 years, male, white, stage:ia	1.0
TCGA-55-A48X-01A	63 years, female, white, stage:iia	1.0
TCGA-60-2697-01A	41 years, male, white, stage:iia	1.0
TCGA-78-7145-01A	52 years, female, white, stage:iv	1.0
TCGA-95-7567-01A	61 years, male, white, stage:iib	1.0
TCGA-MP-A4T8-01A	68 years, male, stage:iiia	1.0
TCGA-37-4135-01A	68 years, male, white, stage:ib	1.0
TCGA-55-8089-01A	56 years, male, white, stage:ia	1.0
TCGA-77-7141-01A	64 years, male, white, stage:ib	1.0
TCGA-95-7039-01A	54 years, female, white, stage:iib	1.0
TCGA-18-3408-01A	77 years, female, white, stage:ib	1.0
TCGA-98-A53H-01A	76 years, female, white, stage:ia	1.0
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia	1.0
TCGA-78-8640-01A	59 years, male, stage:iia	1.0
TCGA-77-8146-01A	72 years, male, stage:ia	1.0
TCGA-71-8520-01A	60 years, female, asian, stage:ib	1.0
TCGA-21-1071-01A	67 years, male, white, stage:ib	1.0
TCGA-50-5935-01A	86 years, female, white, stage:ia	1.0
TCGA-55-8096-01A	67 years, female, white, stage:ib	1.0
TCGA-39-5039-01A	76 years, male, white, stage:iia	1.0
TCGA-43-2581-01A	47 years, female, white, stage:iiia	1.0
TCGA-21-5782-01A	68 years, female, white, stage:ib	0.9
TCGA-97-8552-01A	55 years, female, white, stage:i	0.9
TCGA-86-A456-01A	78 years, female, asian, stage:ia	0.9
TCGA-85-A5B5-01A	58 years, male, white, stage:ia	0.9
TCGA-55-7903-01A	64 years, male, white, stage:ia	0.9
TCGA-44-4112-01A	60 years, female, white, stage:ib	0.9
TCGA-55-8204-01A	87 years, female, white, stage:ib	0.9
TCGA-49-4490-01A	45 years, female, white, stage:iiia	0.9
TCGA-05-4424-01A	70 years, male, stage:iib	0.9
TCGA-55-7573-01A	72 years, female, white, stage:ia	0.9
TCGA-49-6744-01A	64 years, female, white, stage:iia	0.9
TCGA-55-8621-01A	75 years, female, white, stage:ia	0.8
TCGA-86-8074-01A	62 years, female, white, stage:iia	0.8
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib	0.8
TCGA-55-A493-01A	54 years, female, white, stage:ib	0.8
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia	0.8
TCGA-86-8668-01A	61 years, female, white, stage:ia	0.8
TCGA-33-4532-01A	68 years, male, white, stage:ib	0.8
TCGA-86-8280-01A	54 years, female, white, stage:iia	0.8
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia	0.8
TCGA-05-4398-01A	47 years, female, stage:iiib	0.8
TCGA-56-A5DR-01A	81 years, male, white, stage:ia	0.8
TCGA-56-8623-01A	71 years, male, white, stage:ib	0.8
TCGA-91-6835-01A	81 years, female, white, stage:ia	0.8
TCGA-43-A56U-01A	76 years, female, white, stage:ia	0.7
TCGA-50-7109-01A	60 years, male, white, stage:ia	0.7
TCGA-05-4402-01A	57 years, female, stage:iv	0.7
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib	0.7
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia	0.7
TCGA-75-7025-01A	male, stage:ib	0.7
TCGA-85-8287-01A	72 years, male, white, stage:ia	0.7
TCGA-66-2781-01A	67 years, male, stage:ib	0.7
TCGA-18-3411-01A	64 years, female, stage:iiia	0.7
TCGA-39-5028-01A	75 years, male, white, stage:iiia	0.7
TCGA-38-4626-01A	57 years, female, white	0.7
TCGA-98-A53D-01A	68 years, male, white, stage:iib	0.7
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia	0.7
TCGA-55-A494-01A	61 years, female, white, stage:ib	0.7
TCGA-21-1083-01A	75 years, male, white, stage:ia	0.7
TCGA-55-8511-01A	73 years, female, white, stage:ib	0.7
TCGA-58-8390-01A	70 years, male, white, stage:iia	0.7
TCGA-52-7622-01A	62 years, female, white, stage:ia	0.7
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib	0.6
TCGA-55-8507-01A	53 years, male, white, stage:ia	0.6
TCGA-64-1677-01A	78 years, female, white, stage:iiia	0.6
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib	0.6
TCGA-J2-8192-01A	65 years, female, white, stage:iia	0.6
TCGA-55-7574-01A	64 years, female, white, stage:ib	0.6
TCGA-96-8170-01A	75 years, female, white, stage:iia	0.6
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia	0.6
TCGA-44-8117-01A	54 years, female, white, stage:ib	0.6
TCGA-62-A46P-01A	65 years, male, white, stage:ib	0.6
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia	0.6
TCGA-05-4426-01A	71 years, male, stage:ib	0.6
TCGA-78-8648-01A	58 years, female, stage:iib	0.6
TCGA-69-7763-01A	69 years, male, white, stage:ia	0.6
TCGA-44-6147-01B	67 years, female, white, stage:ia	0.6
TCGA-86-7713-01A	70 years, male, white, stage:iia	0.6
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia	0.6
TCGA-55-6981-01A	53 years, female, white, stage:iiia	0.6
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia	0.6
TCGA-21-5784-01A	80 years, female, white, stage:ib	0.6
TCGA-64-5779-01A	61 years, male, white, stage:iiia	0.6
TCGA-49-6745-01A	82 years, male, white, stage:iiia	0.5
TCGA-67-6215-01A	52 years, female, white, stage:ib	0.5
TCGA-38-4629-01A	68 years, male, white, stage:iib	0.5
TCGA-77-7465-01A	59 years, male, white, stage:iia	0.5
TCGA-63-A5MY-01A	63 years, male, stage:ia	0.5
TCGA-98-A53C-01A	77 years, female, white, stage:ia	0.5
TCGA-18-3407-01A	72 years, male, asian, stage:ib	0.5
TCGA-55-6978-01A	male, white, stage:iia	0.5
TCGA-44-A47B-01A	79 years, male, white, stage:ib	0.5
TCGA-MP-A4TK-01A	56 years, female, stage:iib	0.5
TCGA-56-A4BY-01A	66 years, male, white, stage:ib	0.5
TCGA-22-4605-01A	78 years, female, stage:ib	0.5
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv	0.5
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib	0.5
TCGA-86-A4P7-01A	63 years, female, white, stage:ib	0.5
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia	0.5
TCGA-34-2608-01A	84 years, male, white, stage:ib	0.5
TCGA-44-A4SU-01A	68 years, female, white, stage:ia	0.5
TCGA-39-5036-01A	73 years, male, white, stage:ib	0.5
TCGA-60-2707-01A	70 years, male, stage:ib	0.5
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia	0.5
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib	0.5
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib	0.5
TCGA-50-5931-01A	75 years, female, white, stage:ib	0.5
TCGA-50-5946-01A	62 years, male, white, stage:ia	0.5
TCGA-21-1076-01A	54 years, female, white, stage:ib	0.5
TCGA-64-1678-01A	71 years, female, white	0.4
TCGA-97-7553-01A	58 years, female, white, stage:ia	0.4
TCGA-66-2788-01A	56 years, male, stage:ib	0.4
TCGA-50-5942-01A	67 years, female, white, stage:ia	0.4
TCGA-44-6774-01A	56 years, female, white, stage:iiia	0.4
TCGA-85-6175-01A	63 years, female, white, stage:iib	0.4
TCGA-34-2596-01A	70 years, male, white, stage:iib	0.4
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia	0.4
TCGA-78-7535-01A	45 years, male, white, stage:ib	0.4
TCGA-98-A53I-01A	64 years, male, white, stage:iia	0.4
TCGA-73-4662-01A	65 years, female, white, stage:ia	0.4
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia	0.4
TCGA-55-6980-01A	male, white, stage:ia	0.4
TCGA-94-7033-01A	73 years, male, white, stage:ib	0.4
TCGA-38-7271-01A	72 years, female, white, stage:ia	0.4
TCGA-98-A53J-01A	78 years, male, white, stage:ib	0.4
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia	0.4
TCGA-56-A49D-01A	67 years, male, white, stage:iiia	0.4
TCGA-50-5944-01A	69 years, female, white, stage:ia	0.4
TCGA-44-6775-01A	72 years, female, white, stage:ib	0.4
TCGA-85-8049-01A	57 years, male, white, stage:ib	0.4
TCGA-22-1002-01A	69 years, male, white, stage:ia	0.4
TCGA-86-8585-01A	57 years, male, white, stage:ib	0.4
TCGA-86-6851-01A	73 years, female, white, stage:iia	0.4
TCGA-44-2666-01A	43 years, male, white, stage:ib	0.4
TCGA-22-5472-01A	67 years, male, white, stage:ib	0.4
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib	0.4
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib	0.4
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia	0.4
TCGA-22-1016-01A	65 years, male, white, stage:ib	0.4
TCGA-55-7914-01A	71 years, female, white, stage:iia	0.4
TCGA-75-5125-01A	male, stage:iib	0.4
TCGA-86-8055-01A	79 years, male, white, stage:iia	0.4
TCGA-67-6217-01A	73 years, female, white, stage:iia	0.4
TCGA-05-4420-01A	41 years, male, stage:ib	0.4
TCGA-69-7974-01A	54 years, female, white, stage:iiia	0.4
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia	0.3
TCGA-77-8140-01A	66 years, female, stage:iib	0.3
TCGA-56-7221-01A	79 years, male, white, stage:ib	0.3
TCGA-97-8171-01A	81 years, male, asian, stage:iv	0.3
TCGA-98-7454-01A	73 years, male, white, stage:ib	0.3
TCGA-62-A46R-01A	54 years, female, white, stage:ib	0.3
TCGA-77-A5GH-01A	81 years, male, stage:ib	0.3
TCGA-60-2715-01A	52 years, male, white, stage:ia	0.3
TCGA-77-A5FZ-01A	64 years, male, stage:iiib	0.3
TCGA-66-2769-01A	75 years, male, stage:iiib	0.3
TCGA-49-4505-01A	61 years, female, white, stage:iib	0.3
TCGA-22-5492-01A	73 years, female, stage:iiia	0.3
TCGA-68-7756-01A	84 years, male, white, stage:iiia	0.3
TCGA-55-8299-01A	61 years, female, white, stage:ia	0.3
TCGA-60-2695-01A	74 years, female, white, stage:ib	0.3
TCGA-91-6829-01A	79 years, male, white, stage:ib	0.3
TCGA-77-6843-01A	74 years, male, white, stage:iia	0.3
TCGA-85-A4PA-01A	61 years, male, white, stage:ib	0.3
TCGA-85-7696-01A	64 years, male, white, stage:ia	0.3
TCGA-22-4609-01A	81 years, male, white, stage:ia	0.3
TCGA-97-7546-01A	76 years, female, white, stage:ia	0.3
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib	0.3
TCGA-18-3415-01A	77 years, male, stage:ib	0.3
TCGA-85-8070-01A	71 years, male, white, stage:ib	0.3
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia	0.3
TCGA-66-2789-01A	73 years, male, stage:iiib	0.3
TCGA-66-2770-01A	79 years, male, stage:ib	0.3
TCGA-85-A510-01A	74 years, female, white, stage:iib	0.3
TCGA-86-8075-01A	66 years, female, white, stage:ib	0.3
TCGA-33-4589-01A	62 years, female, white, stage:iib	0.3
TCGA-49-4512-01A	69 years, female, white, stage:iiia	0.3
TCGA-58-8393-01A	68 years, female, white, stage:ib	0.3
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib	0.3
TCGA-86-8054-01A	61 years, male, white, stage:iib	0.3
TCGA-51-6867-01A	72 years, female, white, stage:i	0.3
TCGA-58-A46K-01A	59 years, male, white, stage:iiia	0.3
TCGA-66-2785-01A	65 years, male, stage:ib	0.3
TCGA-50-5045-01A	57 years, female, black or african american	0.3
TCGA-86-A4JF-01A	56 years, male, white, stage:iib	0.3
TCGA-86-7953-01A	69 years, female, white, stage:ia	0.3
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia	0.2
TCGA-98-A53B-01A	69 years, male, white, stage:ib	0.2
TCGA-56-7731-01A	66 years, female, white, stage:ib	0.2
TCGA-55-6543-01A	female, white, stage:ia	0.2
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia	0.2
TCGA-60-2725-01A	74 years, male, white, stage:ib	0.2
TCGA-50-6591-01A	63 years, female, white, stage:iv	0.2
TCGA-56-8628-01A	78 years, male, white, stage:ia	0.2
TCGA-05-4249-01A	67 years, male, stage:ib	0.2
TCGA-05-4430-01A	59 years, female, stage:ib	0.2
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia	0.2
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib	0.2
TCGA-33-4547-01A	68 years, male, white, stage:ib	0.2
TCGA-68-A59J-01A	74 years, female, white, stage:ib	0.2
TCGA-83-5908-01A	59 years, female, white, stage:ia	0.2
TCGA-66-2737-01A	72 years, male, stage:iib	0.2
TCGA-66-2767-01A	62 years, male, stage:iiib	0.2
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia	0.2
TCGA-22-1000-01A	76 years, male, white, stage:ib	0.2
TCGA-69-7765-01A	56 years, male, black or african american	0.2
TCGA-18-3421-01A	65 years, male, white, stage:ib	0.2
TCGA-96-7545-01A	73 years, male, white, stage:ia	0.2
TCGA-55-6985-01A	58 years, female, white, stage:ib	0.2
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib	0.2
TCGA-93-A4JN-01A	71 years, male, white, stage:iv	0.2
TCGA-50-5044-01A	72 years, female, white, stage:iiib	0.2
TCGA-66-2786-01A	68 years, female, stage:ia	0.2
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia	0.2
TCGA-98-8022-01A	61 years, male, white, stage:ia	0.2
TCGA-85-8048-01A	62 years, male, white, stage:ia	0.2
TCGA-85-7697-01A	49 years, male, white, stage:iib	0.2
TCGA-55-8090-01A	80 years, male, white, stage:ia	0.2
TCGA-64-1679-01A	58 years, female, white, stage:iiia	0.2
TCGA-55-8616-01A	58 years, female, white, stage:ib	0.2
TCGA-91-6840-01A	59 years, female, white, stage:ia	0.2
TCGA-49-6767-01A	46 years, female, white, stage:iib	0.2
TCGA-91-6836-01A	52 years, female, white, stage:ib	0.2
TCGA-22-4607-01A	75 years, male, white, stage:ib	0.2
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia	0.2
TCGA-34-A5IX-01A	80 years, male, white, stage:iib	0.2
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia	0.2
TCGA-66-2744-01A	71 years, male, stage:iib	0.2
TCGA-55-7724-01A	76 years, female, white, stage:ib	0.2
TCGA-43-6143-01A	70 years, male, white, stage:ib	0.2
TCGA-92-8063-01A	52 years, male, white, stage:iiia	0.2
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib	0.2
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib	0.2
TCGA-77-8131-01A	72 years, male, stage:ib	0.2
TCGA-22-5491-01A	74 years, male, white, stage:ia	0.2
TCGA-33-4538-01A	66 years, male, white, stage:iiia	0.2
TCGA-96-8169-01A	67 years, female, white, stage:ia	0.2
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib	0.2
TCGA-85-8580-01A	52 years, female, white, stage:ib	0.2
TCGA-56-8626-01A	60 years, male, white, stage:ia	0.2
TCGA-77-6844-01A	74 years, male, white, stage:iiia	0.2
TCGA-43-7658-01A	75 years, female, white, stage:ia	0.2
TCGA-64-5778-01A	60 years, male, white, stage:ib	0.2
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia	0.2
TCGA-56-1622-01A	58 years, male, white, stage:ib	0.2
TCGA-63-A5MS-01A	78 years, male, stage:ib	0.2
TCGA-66-2771-01A	60 years, male, stage:iib	0.2
TCGA-21-A5DI-01A	77 years, male, white, stage:ia	0.2
TCGA-86-6562-01A	52 years, male, white, stage:iia	0.2
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia	0.2
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib	0.2
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia	0.2
TCGA-93-A4JO-01A	70 years, male, white, stage:ia	0.2
TCGA-67-4679-01B	69 years, male, white	0.2
TCGA-85-8355-01A	63 years, male, white, stage:ia	0.2
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia	0.2
TCGA-56-8629-01A	63 years, male, white, stage:iia	0.2
TCGA-66-2800-01A	70 years, male, stage:iiib	0.2
TCGA-39-5027-01A	73 years, male, white, stage:ib	0.2
TCGA-46-6026-01A	81 years, male, white, stage:iib	0.2
TCGA-55-8614-01A	76 years, male, white, stage:ib	0.2
TCGA-66-2795-01A	68 years, male, stage:iiib	0.2
TCGA-53-7626-01A	76 years, female, white, stage:iia	0.2
TCGA-55-7283-01A	76 years, female, white, stage:iiia	0.2
TCGA-55-7726-01A	72 years, female, white, stage:ia	0.2
TCGA-58-8388-01A	60 years, male, white, stage:ib	0.2
TCGA-56-A5DS-01A	72 years, female, white, stage:ib	0.2
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia	0.2
TCGA-98-A539-01A	63 years, male, white, stage:iib	0.2
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib	0.2
TCGA-43-A475-01A	67 years, female, white, stage:iib	0.2
TCGA-64-1676-01A	58 years, male, white, stage:ia	0.2
TCGA-58-A46N-01A	52 years, male, white, stage:ib	0.2
TCGA-66-2758-01A	71 years, male, stage:ib	0.2
TCGA-MF-A522-01A	54 years, male, white, stage:ib	0.2
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia	0.2
TCGA-66-2766-01A	54 years, male, stage:iiia	0.2
TCGA-85-7844-01A	71 years, male, white, stage:ib	0.2
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia	0.2
TCGA-94-8491-01A	73 years, male, white, stage:iia	0.2
TCGA-56-7580-01A	84 years, male, white, stage:ib	0.1
TCGA-55-6979-01A	59 years, female, white, stage:iib	0.1
TCGA-33-A4WN-01A	61 years, male, white, stage:ib	0.1
TCGA-39-5031-01A	77 years, female, stage:ia	0.1
TCGA-56-8504-01A	74 years, male, white, stage:ib	0.1
TCGA-60-2726-01A	56 years, male, white, stage:iia	0.1
TCGA-55-6712-01A	male, white, stage:iia	0.1
TCGA-77-A5GA-01A	76 years, male, stage:ib	0.1
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib	0.1
TCGA-O2-A52S-01A	58 years, female, white, stage:iii	0.1
TCGA-78-7539-01A	75 years, female, white, stage:iia	0.1
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib	0.1
TCGA-18-3414-01A	73 years, male, asian, stage:iv	0.1
TCGA-33-4587-01A	63 years, female, white, stage:ib	0.1
TCGA-85-8072-01A	60 years, male, white, stage:ia	0.1
TCGA-46-6025-01A	71 years, male, white, stage:iib	0.1
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib	0.1
TCGA-85-8353-01A	72 years, male, white, stage:iiia	0.1
TCGA-L9-A444-01A	60 years, female, white, stage:ia	0.1
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv	0.1
TCGA-34-5929-01A	79 years, female, white, stage:ib	0.1
TCGA-49-4488-01A	74 years, female, white, stage:ia	0.1
TCGA-55-7816-01A	49 years, female, white, stage:iv	0.1
TCGA-21-1082-01A	61 years, male, white, stage:ib	0.1
TCGA-O2-A52N-01A	78 years, male, white, stage:i	0.1
TCGA-44-2662-01A	65 years, male, white, stage:ib	0.1
TCGA-05-4427-01A	65 years, female, stage:iib	0.1
TCGA-34-8454-01A	62 years, female, white, stage:iiia	0.1
TCGA-34-5241-01A	79 years, male, white, stage:ib	0.1
TCGA-46-3765-01A	59 years, female, white, stage:ia	0.1
TCGA-98-8021-01A	75 years, female, white, stage:ia	0.1
TCGA-56-7730-01A	73 years, male, white, stage:iia	0.1
TCGA-46-3767-01A	76 years, male, white, stage:ia	0.1
TCGA-60-2698-01A	62 years, male, white, stage:iib	0.1
TCGA-39-5035-01A	72 years, female, white, stage:ia	0.1
TCGA-18-4086-01A	65 years, male, stage:ib	0.1
TCGA-91-6848-01A	59 years, male, white, stage:iiia	0.1
TCGA-56-8624-01A	84 years, male, white, stage:iib	0.1
TCGA-66-2783-01A	67 years, male, stage:iiib	0.1
TCGA-52-7811-01A	67 years, male, white, stage:ib	0.1
TCGA-85-A50M-01A	47 years, male, asian, stage:iia	0.1
TCGA-56-7582-01A	84 years, male, white, stage:ib	0.1
TCGA-77-A5G6-01A	66 years, male, stage:iiia	0.1
TCGA-63-A5MP-01A	57 years, male, stage:iib	0.1
TCGA-60-2704-01A	73 years, male, white, stage:iib	0.1
TCGA-05-4415-01A	57 years, male, stage:iiib	0.1
TCGA-56-5898-01A	69 years, male, white, stage:ia	0.1
TCGA-LA-A446-01A	69 years, male, white, stage:ia	0.1
TCGA-66-2727-01A	55 years, female, stage:ib	0.1
TCGA-63-7020-01A	male, stage:ia	0.1
TCGA-38-4628-01A	65 years, female, white, stage:iib	0.1
TCGA-21-1081-01A	69 years, male, white, stage:iib	0.1
TCGA-68-8251-01A	78 years, male, white, stage:ib	0.1
TCGA-55-7725-01A	68 years, female, white, stage:ia	0.1
TCGA-94-8035-01A	64 years, male, white, stage:iib	0.1
TCGA-56-8309-01A	66 years, male, white, stage:ia	0.1
TCGA-39-5029-01A	67 years, male, white, stage:iiia	0.1
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia	0.1
TCGA-56-8625-01A	66 years, female, white, stage:iiia	0.1
TCGA-60-2710-01A	67 years, female, white, stage:iia	0.1
TCGA-63-A5MH-01A	68 years, male, stage:ia	0.1
TCGA-22-5478-01A	79 years, male, stage:ib	0.1
TCGA-51-4081-01A	55 years, male, white, stage:iib	0.1
TCGA-90-A4EE-01A	53 years, male, white, stage:iia	0.1
TCGA-22-4599-01A	73 years, female, white, stage:ib	0.1
TCGA-56-8503-01A	76 years, female, white, stage:iib	0.1
TCGA-78-8655-01A	77 years, female, stage:ia	0.1
TCGA-78-8662-01A	53 years, female, stage:ib	0.1
TCGA-34-8455-01A	67 years, male, white, stage:iv	0.1
TCGA-66-2763-01A	63 years, female, stage:ib	0.1
TCGA-67-3773-01A	84 years, female, white, stage:ib	0.1
TCGA-52-7809-01A	74 years, male, white, stage:ib	0.1
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib	0.1
TCGA-22-4601-01A	73 years, female, white, stage:iiia	0.1
TCGA-39-5019-01A	70 years, male, white, stage:ib	0.1
TCGA-63-7021-01A	male, stage:ia	0.1
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia	0.1
TCGA-22-A5C4-01A	70 years, male, white, stage:iia	0.1
TCGA-46-3768-01A	58 years, male, white, stage:iiia	0.1
TCGA-22-5481-01A	72 years, female, white, stage:iib	0.1
TCGA-90-A4ED-01A	69 years, male, white, stage:ib	0.1
TCGA-34-5236-01A	60 years, male, white, stage:iib	0.1
TCGA-55-8207-01A	73 years, male, white, stage:ib	0.1
TCGA-43-8118-01A	55 years, female, white, stage:ia	0.1
TCGA-58-A46J-01A	64 years, male, white, stage:iib	0.1
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia	0.1
TCGA-33-4586-01A	57 years, male, white, stage:iiia	0.1
TCGA-46-3766-01A	62 years, female, white, stage:ia	0.1
TCGA-22-5479-01A	64 years, male, white, stage:ib	0.1
TCGA-18-3409-01A	74 years, male, white, stage:ia	0.1
TCGA-43-3920-01A	71 years, male, white, stage:ib	0.1
TCGA-85-A4JC-01A	84 years, male, white, stage:iia	0.1
TCGA-91-6831-01A	66 years, male, white, stage:ib	0.1
TCGA-66-2782-01A	71 years, male, stage:iib	0.1
TCGA-94-A5I6-01A	62 years, male, white, stage:iib	0.1
TCGA-66-2777-01A	71 years, male, stage:ib	0.1
TCGA-78-7542-01A	56 years, male, white, stage:ib	0.1
TCGA-44-2659-01A	65 years, female, white, stage:iib	0.1
TCGA-85-A4CL-01A	65 years, male, white, stage:ia	0.1
TCGA-85-8276-01A	62 years, male, white, stage:iia	0.1
TCGA-63-A5MT-01A	74 years, male, stage:iib	0.1
TCGA-62-8399-01A	62 years, male, white, stage:iiia	0.1
TCGA-85-8481-01A	70 years, male, white, stage:iib	0.1
TCGA-43-6773-01A	76 years, male, white, stage:iib	0.1
TCGA-44-7662-01A	61 years, male, white, stage:ib	0.1
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib	0.1
TCGA-66-2778-01A	68 years, female, stage:iiib	0.1
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia	0.1
TCGA-77-A5GB-01B	90 years, male, stage:ib	0.1
TCGA-66-2753-01A	69 years, male, stage:ib	0.1
TCGA-66-2742-01A	70 years, male, stage:iv	0.1
TCGA-77-A5G8-01B	71 years, male, stage:iib	0.1
TCGA-60-2713-01A	64 years, male, white, stage:ib	0.1
TCGA-66-2734-01A	62 years, female, stage:ib	0.1
TCGA-77-A5GF-01A	70 years, male, stage:iia	0.1
TCGA-63-A5MI-01A	65 years, male, stage:iiia	0.1
TCGA-85-8350-01A	61 years, male, white, stage:ia	0.1
TCGA-37-4132-01A	61 years, female, white, stage:iv	0.1
TCGA-NK-A5CR-01A	77 years, male, stage:ib	0.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia	0.1
TCGA-97-7547-01A	67 years, female, white, stage:ib	0.1
TCGA-63-A5MV-01A	69 years, male, stage:iia	0.1
TCGA-77-7338-01A	64 years, male, white, stage:ib	0.1
TCGA-77-8007-01A	68 years, male, stage:iib	0.1
TCGA-43-7656-01A	71 years, male, white, stage:ia	0.1
TCGA-66-2793-01A	68 years, male, stage:iiib	0.1
TCGA-22-5477-01A	65 years, male, white, stage:ia	0.1
TCGA-77-8153-01A	77 years, female, stage:ib	0.1
TCGA-18-3419-01A	73 years, male, stage:iib	0.1
TCGA-97-7937-01A	65 years, male, white, stage:ib	0.1
TCGA-97-7554-01A	83 years, female, white, stage:iiia	0.1
TCGA-21-1075-01A	57 years, male, white, stage:iib	0.1
TCGA-56-8305-01A	72 years, male, white, stage:ib	0.1
TCGA-22-5482-01A	81 years, male, white, stage:ib	0.1
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv	0.1
TCGA-22-0940-01A	71 years, male, white, stage:iia	0.1
TCGA-60-2714-01A	66 years, female, white, stage:iib	0.1
TCGA-34-5231-01A	72 years, male, white, stage:ia	0.1
TCGA-75-5146-01A	male, stage:ib	0.1
TCGA-63-A5MB-01A	62 years, male, stage:ib	0.1
TCGA-66-2765-01A	64 years, male, stage:ib	0.1
TCGA-85-8582-01A	49 years, male, white, stage:ia	0.1
TCGA-91-6847-01A	62 years, female, white, stage:ib	0.1
TCGA-66-2791-01A	66 years, male, stage:iiib	0.1
TCGA-97-8172-01A	75 years, female, white, stage:ib	0.1
TCGA-64-5775-01A	71 years, male, white, stage:iiia	0.1
TCGA-58-A46L-01A	73 years, male, white, stage:iiia	0.1
TCGA-56-8622-01A	68 years, male, white, stage:ib	0.1
TCGA-90-6837-01A	64 years, male, white, stage:iib	0.1
TCGA-58-8391-01A	57 years, female, white, stage:iiia	0.1
TCGA-22-1011-01A	73 years, male, white, stage:ib	0.1
TCGA-60-2723-01A	74 years, female, white, stage:ib	0.1
TCGA-77-8009-01A	68 years, male, stage:iib	0.1
TCGA-22-5485-01A	58 years, female, white, stage:ia	0.1
TCGA-63-7023-01A	male, stage:iia	0.1
TCGA-22-4593-01A	77 years, male, white, stage:iia	0.1
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia	0.1
TCGA-63-7022-01A	female, stage:ia	0.1
TCGA-60-2712-01A	79 years, female, white, stage:iib	0.1
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib	0.1
TCGA-05-4405-01A	74 years, female, stage:ib	0.1
TCGA-58-8392-01A	70 years, male, white, stage:ib	0.1
TCGA-33-4582-01A	55 years, male, white, stage:ia	0.1
TCGA-56-7222-01A	60 years, male, white, stage:ib	0.1
TCGA-22-5473-01A	78 years, male, white	0.1
TCGA-85-A511-01A	62 years, male, white, stage:iib	0.1
TCGA-22-1012-01A	80 years, female, white, stage:ib	0.1
TCGA-85-8277-01A	70 years, male, white, stage:iiia	0.1
TCGA-44-7661-01A	69 years, female, white, stage:ib	0.1
TCGA-77-7142-01A	59 years, female, white, stage:ib	0.1
TCGA-50-5049-01A	70 years, male, white, stage:ia	0.1
TCGA-70-6722-01A	47 years, male, asian, stage:iiia	0.1
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia	0.1
TCGA-77-8138-01A	74 years, male, stage:ib	0.1
TCGA-94-A5I4-01A	61 years, male, white, stage:iia	0.1
TCGA-58-8386-01A	75 years, male, stage:iv	0.1
TCGA-77-7138-01A	67 years, male, stage:ib	0.1
TCGA-18-3410-01A	81 years, male, stage:iib	0.1
TCGA-18-5595-01A	50 years, male, stage:ib	0.1
TCGA-39-5016-01A	44 years, male, white, stage:iia	0.1
TCGA-77-A5G7-01B	63 years, male, stage:ia	0.1
TCGA-56-A4BW-01A	55 years, male, white, stage:iia	0.1
TCGA-60-2720-01A	60 years, female, white, stage:ib	0.1
TCGA-77-8136-01A	74 years, female, stage:iib	0.1
TCGA-39-5030-01A	81 years, female, asian, stage:iiia	0.1
TCGA-21-1077-01A	64 years, male, white, stage:iib	0.1
TCGA-58-A46M-01A	61 years, male, white, stage:iib	0.1
TCGA-22-5480-01A	66 years, female, white, stage:ia	0.1
TCGA-77-8143-01A	76 years, male, stage:iiia	0.1
TCGA-21-5783-01A	76 years, male, white, stage:ib	0.1
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib	0.1
TCGA-63-A5MM-01A	69 years, female, stage:iib	0.1
TCGA-22-5489-01A	64 years, male, white, stage:ia	0.1
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia	0.1
TCGA-60-2721-01A	73 years, male, white, stage:ib	0.1
TCGA-L3-A524-01A	45 years, female, white, stage:iib	0.1
TCGA-39-5037-01A	65 years, male, white, stage:iia	0.1
TCGA-96-7544-01A	83 years, male, white, stage:iib	0.1
TCGA-63-A5MW-01A	76 years, male, stage:ib	0.1
TCGA-56-7223-01A	66 years, male, white, stage:iiia	0.1
TCGA-56-6545-01A	77 years, female, white, stage:ib	0.1
TCGA-56-8307-01A	55 years, female, white, stage:iib	0.1
TCGA-18-3406-01A	67 years, male, white, stage:ia	0.1
TCGA-66-2794-01A	64 years, male, stage:iiib	0.1
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i	0.1
TCGA-78-7158-01A	59 years, female, white, stage:iiib	0.0
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia	0.0
TCGA-92-8065-01A	74 years, female, white, stage:iib	0.0
TCGA-56-A4BX-01A	70 years, male, white, stage:iia	0.0
TCGA-85-8071-01A	52 years, male, white, stage:iia	0.0
TCGA-66-2768-01A	57 years, male, stage:iib	0.0
TCGA-34-2600-01A	76 years, female, white, stage:ia	0.0
TCGA-52-7810-01A	60 years, female, white, stage:iib	0.0
TCGA-95-7944-01A	71 years, male, white, stage:ia	0.0
TCGA-43-8116-01A	73 years, male, white, stage:ia	0.0
TCGA-86-8279-01A	46 years, male, white, stage:iia	0.0
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia	0.0
TCGA-85-A53L-01A	63 years, male, asian, stage:iia	0.0
TCGA-44-8119-01A	73 years, male, white, stage:iib	0.0
TCGA-46-3769-01A	57 years, male, white	0.0
TCGA-77-6845-01A	69 years, male, white, stage:iib	0.0
TCGA-66-2790-01A	72 years, male, stage:iib	0.0
TCGA-50-6590-01A	72 years, female, white, stage:ib	0.0
TCGA-92-8064-01A	58 years, male, white	0.0
TCGA-77-A5G1-01A	75 years, male, stage:iiia	0.0
TCGA-58-8387-01A	60 years, male, white, stage:iia	0.0
TCGA-77-8133-01A	74 years, male, stage:iia	0.0
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib	0.0
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib	0.0
TCGA-85-8351-01A	72 years, male, white, stage:iia	0.0
TCGA-77-7140-01A	69 years, female, white, stage:iib	0.0
TCGA-60-2722-01A	66 years, male, white, stage:iib	0.0
TCGA-39-5021-01A	70 years, male, white, stage:ib	0.0
TCGA-63-A5MR-01A	70 years, female, stage:ib	0.0
TCGA-22-4595-01A	57 years, male, white, stage:iiia	0.0
TCGA-37-4141-01A	65 years, female, white, stage:ia	0.0
TCGA-77-8130-01A	69 years, male, stage:iib	0.0
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii	0.0
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib	0.0
TCGA-43-6647-01A	69 years, female, white, stage:iib	0.0
TCGA-85-8664-01A	73 years, male, white, stage:iib	0.0
TCGA-63-A5MJ-01A	54 years, male, stage:iib	0.0
TCGA-21-1072-01A	75 years, male, white, stage:ib	0.0
TCGA-18-5592-01A	57 years, male, stage:iib	0.0
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib	0.0
TCGA-77-8145-01A	73 years, male, stage:iiib	0.0
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia	0.0
TCGA-92-7340-01A	45 years, female, white, stage:iia	0.0
TCGA-94-8490-01A	70 years, male, white, stage:iib	0.0
TCGA-56-8083-01A	56 years, male, white, stage:ib	0.0
TCGA-60-2708-01A	64 years, female, white, stage:iib	0.0
TCGA-37-3789-01A	65 years, male, white, stage:ib	0.0
TCGA-66-2787-01A	57 years, male, stage:ia	0.0
TCGA-60-2703-01A	73 years, male, white, stage:iib	0.0
TCGA-85-8666-01A	65 years, male, white, stage:ib	0.0
TCGA-18-4083-01A	63 years, male, white, stage:iib	0.0
TCGA-85-7699-01A	73 years, male, white, stage:iiia	0.0
TCGA-43-5670-01A	70 years, male, white, stage:iia	0.0
TCGA-22-5471-01A	76 years, male, white, stage:ib	0.0
TCGA-71-6725-01A	48 years, female, asian, stage:ib	0.0
TCGA-96-A4JK-01A	65 years, male, white, stage:iia	0.0
TCGA-18-4721-01A	74 years, male, white, stage:ia	0.0
TCGA-85-A512-01A	46 years, male, white, stage:iia	0.0
TCGA-56-8201-01A	74 years, male, white, stage:iib	0.0
TCGA-66-2780-01A	65 years, male, stage:ib	0.0
TCGA-90-7767-01A	56 years, male, white, stage:iib	0.0
TCGA-85-8354-01A	53 years, male, white, stage:ib	0.0
TCGA-55-7281-01A	70 years, female, white, stage:ia	0.0
TCGA-98-8023-01A	70 years, male, white, stage:iiia	0.0
TCGA-77-7463-01A	75 years, male, white, stage:ib	0.0
TCGA-85-A4JB-01A	74 years, male, white, stage:iib	0.0
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib	0.0
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia	0.0
TCGA-85-7698-01A	48 years, male, white, stage:ia	0.0
TCGA-85-6561-01A	66 years, male, white, stage:ib	0.0
TCGA-22-4613-01A	73 years, female, white, stage:ia	0.0
TCGA-39-5040-01A	59 years, male, white, stage:iiia	0.0
TCGA-34-5239-01A	75 years, male, white, stage:iiia	0.0
TCGA-56-7579-01A	62 years, male, white, stage:iiia	0.0
TCGA-34-8456-01A	71 years, female, white, stage:iia	0.0
TCGA-66-2759-01A	66 years, male, stage:iiia	0.0
TCGA-33-4583-01A	73 years, male, white, stage:ia	0.0
TCGA-55-8087-01A	59 years, female, white, stage:ib	0.0
TCGA-77-7139-01A	56 years, male, white, stage:iib	0.0
TCGA-85-A4CN-01A	56 years, female, white, stage:iib	0.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib	0.0
TCGA-66-2755-01A	63 years, male, stage:ib	0.0
TCGA-34-5240-01A	73 years, female, white, stage:iib	0.0
TCGA-18-3412-01A	52 years, male, white, stage:ib	0.0
TCGA-56-8308-01A	79 years, male, white, stage:iib	0.0
TCGA-63-6202-01A	male, stage:iia	0.0
TCGA-43-A474-01A	66 years, male, white, stage:iia	0.0
TCGA-21-1079-01A	71 years, male, white, stage:iiia	0.0
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia	0.0
TCGA-60-2719-01A	83 years, female, white, stage:ib	0.0
TCGA-98-A538-01A	67 years, male, white, stage:iib	0.0
TCGA-21-1080-01A	66 years, male, white, stage:ib	0.0
TCGA-85-7710-01A	59 years, female, white, stage:ia	0.0
TCGA-22-0944-01A	61 years, male, white, stage:ib	0.0
TCGA-85-8052-01A	53 years, male, white, stage:iib	0.0
TCGA-85-8352-01A	67 years, male, white, stage:iiia	0.0
TCGA-77-8156-01A	60 years, male, stage:ib	0.0
TCGA-85-A4QR-01A	67 years, male, white, stage:ib	0.0
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib	0.0
TCGA-60-2711-01A	64 years, female, white, stage:ib	0.0
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia	0.0
TCGA-34-7107-01A	70 years, male, white, stage:ii	0.0
TCGA-77-8144-01A	70 years, male, stage:ib	0.0
TCGA-77-7337-01A	65 years, male, white, stage:iib	0.0
TCGA-85-8479-01A	66 years, male, white, stage:ia	0.0
TCGA-77-8154-01A	67 years, male, stage:ia	0.0
TCGA-85-8288-01A	70 years, male, white, stage:iia	0.0
TCGA-34-5928-01A	83 years, female, white, stage:iib	0.0
TCGA-85-6560-01A	59 years, male, white, stage:iia	0.0
TCGA-22-4604-01A	73 years, male, white, stage:iia	0.0
TCGA-18-3416-01A	83 years, male, stage:iib	0.0
TCGA-56-8304-01A	73 years, female, white, stage:ia	0.0
TCGA-90-7769-01A	55 years, male, white, stage:iib	0.0
TCGA-85-7950-01A	46 years, male, white, stage:ib	0.0
TCGA-70-6723-01A	65 years, male, asian, stage:iia	0.0
TCGA-77-8128-01A	60 years, male, stage:iiia	0.0
TCGA-37-3783-01A	51 years, male, white, stage:iiia	0.0
TCGA-77-8008-01A	68 years, male, stage:ib	0.0
TCGA-85-6798-01A	57 years, male, white, stage:iiia	0.0
TCGA-77-8139-01A	72 years, male, stage:iib	0.0
TCGA-43-7657-01A	68 years, female, white, stage:ia	0.0
TCGA-60-2716-01A	39 years, male, stage:iib	0.0
TCGA-78-7155-01A	68 years, male, white, stage:ib	0.0
TCGA-77-8148-01A	68 years, male, stage:iiia	0.0
TCGA-85-7843-01A	50 years, male, white, stage:iia	0.0
TCGA-43-8115-01A	72 years, female, white, stage:iia	0.0
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia	0.0
TCGA-77-6842-01A	79 years, male, white, stage:iib	0.0
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib	0.0
TCGA-21-1078-01A	77 years, male, white, stage:ib	0.0
TCGA-37-3792-01A	69 years, male, white, stage:ib	0.0
TCGA-66-2792-01A	58 years, male, stage:iib	0.0
TCGA-68-7755-01A	60 years, female, white, stage:iia	0.0
TCGA-21-5786-01A	64 years, male, white, stage:ib	0.0
TCGA-43-6771-01A	85 years, male, white, stage:ib	0.0
TCGA-33-4566-01A	40 years, male, white, stage:ib	0.0
TCGA-37-4129-01A	52 years, female, white, stage:ia	0.0
TCGA-37-A5EM-01A	49 years, male, white, stage:ii	0.0
TCGA-44-7667-01A	49 years, female, white, stage:iib	0.0
TCGA-50-6595-01A	74 years, female, white, stage:iiia	0.0
TCGA-56-7823-01B	58 years, female, white, stage:iia	0.0
TCGA-77-8150-01A	64 years, male, stage:iiia	0.0
TCGA-77-A5G3-01A	63 years, male, stage:iib	0.0
TCGA-92-7341-01A	71 years, male, white, stage:ib	0.0

Show all

Best separation

Median separation

Expression cutoff

7.1 FPKM

2.1 FPKM

5-year survival high

30%

37%

5-year survival low

44%

42%

Log-rank P value

7.42e-3

5.37e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

8.5

Number of samples

500

Samples

Sample	Description	FPKM
TCGA-38-4631-01A	72 years, female, white, stage:ib	123.8
TCGA-86-8674-01A	50 years, male, white, stage:iia	100.2
TCGA-55-1596-01A	55 years, male, asian, stage:iib	87.2
TCGA-73-4675-01A	59 years, male, white, stage:iiia	85.5
TCGA-95-7043-01A	63 years, female, white, stage:ia	82.2
TCGA-55-7995-01A	73 years, female, white, stage:ia	70.7
TCGA-97-A4M3-01A	69 years, female, white, stage:ia	69.4
TCGA-35-5375-01A	61 years, male, white, stage:iiia	68.7
TCGA-05-4422-01A	68 years, male, stage:ib	68.4
TCGA-62-A471-01A	64 years, male, white, stage:iib	68.2
TCGA-35-3615-01A	57 years, male, white, stage:ib	65.6
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia	65.3
TCGA-50-5072-01A	74 years, male, white, stage:iiia	61.4
TCGA-55-8505-01A	62 years, male, white, stage:iiia	60.8
TCGA-78-7160-01A	61 years, male, white, stage:iv	60.2
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia	58.5
TCGA-44-6776-01A	60 years, female, white, stage:ia	56.7
TCGA-78-7220-01A	53 years, female, white, stage:iiia	52.3
TCGA-73-4677-01A	75 years, male, white	52.3
TCGA-78-7150-01A	59 years, male, white, stage:iib	51.1
TCGA-86-A4D0-01A	48 years, male, white, stage:iia	49.1
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia	44.5
TCGA-62-A46O-01A	65 years, female, white, stage:ib	44.0
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia	42.4
TCGA-93-8067-01A	77 years, male, asian, stage:ib	40.1
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib	39.0
TCGA-78-7633-01A	67 years, male, white, stage:ib	38.1
TCGA-80-5608-01A	female, stage:ia	37.3
TCGA-55-A492-01A	70 years, female, white, stage:ia	36.1
TCGA-86-8669-01A	64 years, male, white, stage:ia	35.3
TCGA-55-8094-01A	51 years, male, white, stage:iv	35.0
TCGA-55-A48Y-01A	69 years, male, white, stage:iia	34.0
TCGA-78-7154-01A	72 years, male, white, stage:iiia	33.8
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia	33.3
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia	32.6
TCGA-97-8176-01A	63 years, male, white, stage:iiia	31.2
TCGA-78-7166-01A	84 years, male, white, stage:iib	30.3
TCGA-62-A470-01A	84 years, male, white, stage:ib	30.1
TCGA-05-4396-01A	76 years, male, stage:iiib	29.7
TCGA-62-A46S-01A	73 years, male, white, stage:ib	29.5
TCGA-49-6742-01A	70 years, male, white, stage:iia	26.9
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib	26.7
TCGA-78-7153-01A	65 years, female, white, stage:ib	26.7
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib	26.2
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia	25.8
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib	25.7
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia	25.3
TCGA-05-5429-01A	60 years, male, stage:iiia	25.0
TCGA-50-5051-01A	42 years, female, white, stage:iiia	25.0
TCGA-91-7771-01A	62 years, male, white, stage:iib	24.0
TCGA-05-4384-01A	66 years, male, stage:iiia	23.7
TCGA-49-4514-01A	79 years, female, white, stage:ia	23.2
TCGA-75-7027-01A	male, stage:ib	23.1
TCGA-44-6146-01A	64 years, male, white, stage:iib	23.0
TCGA-44-6145-01A	62 years, female, white, stage:ia	21.9
TCGA-50-6592-01A	71 years, female, white, stage:ib	21.7
TCGA-73-4670-01A	69 years, female, white, stage:iv	20.9
TCGA-05-5425-01A	68 years, male, stage:iib	20.7
TCGA-86-8672-01A	59 years, male, white, stage:iib	20.7
TCGA-49-4486-01A	72 years, male, white, stage:ia	20.1
TCGA-44-5644-01A	51 years, female, white, stage:ib	20.1
TCGA-69-8255-01A	72 years, male, white, stage:ia	20.0
TCGA-78-7148-01A	71 years, male, white, stage:iib	20.0
TCGA-55-6984-01A	female, white, stage:iib	18.9
TCGA-55-8513-01A	77 years, female, white, stage:iib	18.7
TCGA-55-5899-01A	male, white	18.2
TCGA-05-4418-01A	69 years, male, stage:iiia	18.0
TCGA-55-6972-01A	72 years, male, white, stage:ib	18.0
TCGA-97-A4M5-01A	84 years, male, white, stage:ia	17.9
TCGA-44-3917-01A	33 years, female, white, stage:ib	17.8
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia	17.7
TCGA-97-7941-01A	72 years, female, white, stage:ia	17.4
TCGA-62-8395-01A	80 years, female, white, stage:iib	17.3
TCGA-55-6970-01A	67 years, female, white, stage:iiia	17.1
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib	16.9
TCGA-44-A4SS-01A	73 years, male, white, stage:ia	16.8
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib	16.7
TCGA-55-7907-01A	77 years, male, white, stage:iia	15.9
TCGA-55-8085-01A	64 years, male, white, stage:ia	15.8
TCGA-05-5420-01A	67 years, male, stage:iiia	15.5
TCGA-55-8620-01A	60 years, male, white, stage:iv	15.5
TCGA-L9-A443-01A	63 years, female, white, stage:ia	15.4
TCGA-86-7955-01A	62 years, male, white, stage:ib	15.2
TCGA-50-5930-01A	47 years, male, white, stage:iiia	15.1
TCGA-78-7540-01A	66 years, female, white, stage:ib	15.0
TCGA-55-7994-01A	81 years, male, white, stage:iib	14.7
TCGA-78-7162-01A	75 years, male, white, stage:ia	14.2
TCGA-78-7156-01A	62 years, male, white, stage:iv	14.2
TCGA-50-5936-01A	58 years, male, white, stage:iiia	14.0
TCGA-73-7499-01A	81 years, female, white, stage:ib	13.9
TCGA-05-4425-01A	70 years, female, stage:iv	13.7
TCGA-73-4666-01A	52 years, female, white, stage:iv	13.6
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia	13.6
TCGA-44-3918-01A	60 years, female, white, stage:ia	13.4
TCGA-78-7149-01A	72 years, male, white, stage:iiib	13.3
TCGA-49-4506-01A	68 years, female, white, stage:iib	13.3
TCGA-55-A491-01A	81 years, female, white, stage:ia	13.1
TCGA-49-6743-01A	81 years, female, white, stage:iiia	13.0
TCGA-69-7761-01A	85 years, male, white, stage:ib	12.3
TCGA-91-6830-01A	65 years, female, white, stage:iia	12.2
TCGA-78-7537-01A	72 years, male, stage:ib	12.2
TCGA-91-6828-01A	70 years, male, white, stage:ia	12.2
TCGA-55-7284-01B	74 years, male, white, stage:iib	12.0
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv	12.0
TCGA-78-8660-01A	69 years, male, stage:iib	11.7
TCGA-86-8359-01A	52 years, male, white, stage:iiia	11.6
TCGA-55-6987-01A	77 years, male, white, stage:ia	11.5
TCGA-97-A4LX-01A	81 years, male, white, stage:ib	11.4
TCGA-05-4389-01A	70 years, male, stage:ia	11.1
TCGA-44-7670-01A	47 years, female, white, stage:iia	10.9
TCGA-J2-8194-01A	69 years, female, white, stage:iib	10.8
TCGA-55-7815-01A	77 years, male, stage:ib	10.8
TCGA-99-8033-01A	74 years, female, white, stage:iv	10.0
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib	10.0
TCGA-05-4397-01A	65 years, male, stage:iib	9.9
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia	9.7
TCGA-55-8091-01A	75 years, male, white, stage:ib	9.6
TCGA-44-3398-01A	77 years, female, white, stage:ia	9.6
TCGA-05-4434-01A	67 years, female, stage:iv	9.5
TCGA-67-3770-01A	70 years, female, white, stage:ia	9.3
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia	9.2
TCGA-95-8039-01A	72 years, male, white, stage:ia	9.2
TCGA-69-7978-01A	59 years, male, white, stage:iib	9.2
TCGA-49-4494-01A	77 years, male, white, stage:iiia	9.2
TCGA-50-6673-01A	84 years, female, white, stage:i	8.7
TCGA-62-8398-01A	55 years, male, white, stage:iiia	8.7
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia	8.4
TCGA-62-A46V-01A	78 years, female, white, stage:ib	8.3
TCGA-62-8402-01A	73 years, female, white, stage:iiia	8.2
TCGA-97-8174-01A	67 years, male, white, stage:iia	8.1
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia	8.0
TCGA-05-4250-01A	79 years, female, stage:iiia	8.0
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia	7.9
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia	7.9
TCGA-55-1594-01A	68 years, male, white, stage:iiia	7.8
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia	7.6
TCGA-05-4417-01A	51 years, female, stage:ib	7.6
TCGA-38-A44F-01A	80 years, male, white, stage:ib	7.5
TCGA-91-A4BD-01A	78 years, male, white, stage:iia	7.5
TCGA-62-A472-01A	70 years, male, white, stage:iib	7.4
TCGA-69-8254-01A	85 years, male, white	7.3
TCGA-86-8673-01A	61 years, male, white, stage:ib	7.3
TCGA-73-4676-01A	45 years, male, white, stage:iia	7.3
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia	7.2
TCGA-55-8092-01A	75 years, male, white, stage:iib	7.2
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia	7.2
TCGA-55-7911-01A	70 years, female, white, stage:ia	7.1
TCGA-62-8397-01A	70 years, female, white, stage:iib	7.1
TCGA-75-5147-01A	female, stage:ib	7.1
TCGA-44-2656-01B	59 years, male, white, stage:ib	7.0
TCGA-55-7728-01A	64 years, female, white, stage:ib	7.0
TCGA-78-7146-01A	71 years, female, white, stage:iiia	6.7
TCGA-05-4433-01A	82 years, male, stage:ib	6.5
TCGA-86-8358-01A	44 years, male, white, stage:ib	6.4
TCGA-78-7143-01A	62 years, female, white, stage:ib	6.4
TCGA-95-8494-01A	67 years, male, white, stage:iia	6.4
TCGA-91-A4BC-01A	59 years, male, white, stage:iia	6.3
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia	6.2
TCGA-78-7161-01A	69 years, female, white, stage:iib	6.2
TCGA-55-8615-01A	67 years, male, white, stage:iiia	6.2
TCGA-97-A4M6-01A	45 years, female, white, stage:ia	6.2
TCGA-49-4501-01A	67 years, female, white, stage:ib	6.2
TCGA-97-7552-01A	70 years, male, white, stage:ib	6.1
TCGA-95-A4VN-01A	62 years, female, white, stage:iia	6.0
TCGA-55-6982-01A	female, white, stage:iib	6.0
TCGA-97-A4M0-01A	60 years, female, white, stage:ib	6.0
TCGA-44-2655-01A	65 years, female, white, stage:ia	5.9
TCGA-78-7167-01A	77 years, male, white, stage:iv	5.9
TCGA-49-4507-01A	73 years, female, white, stage:iiia	5.9
TCGA-69-7979-01A	71 years, female, white, stage:ib	5.9
TCGA-93-7347-01A	76 years, female, white, stage:ia	5.6
TCGA-86-7711-01A	70 years, male, white, stage:iia	5.6
TCGA-69-7980-01A	70 years, female, white, stage:i	5.5
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia	5.5
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib	5.4
TCGA-86-7701-01A	66 years, male, white, stage:iv	5.4
TCGA-99-8032-01A	62 years, male, white, stage:ia	5.3
TCGA-55-6983-01A	male, white, stage:iib	5.3
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib	5.2
TCGA-MP-A4T7-01A	75 years, female, stage:iv	5.0
TCGA-L4-A4E5-01A	48 years, female, white, stage:i	4.9
TCGA-67-3774-01A	73 years, female, white, stage:ib	4.8
TCGA-86-7954-01A	68 years, female, white, stage:ib	4.8
TCGA-55-A4DG-01A	71 years, male, white, stage:ia	4.4
TCGA-55-8506-01A	62 years, female, white, stage:iib	4.4
TCGA-44-2665-01A	55 years, female, white, stage:iib	4.2
TCGA-93-7348-01A	75 years, female, white, stage:ia	4.2
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii	4.2
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia	4.2
TCGA-55-6986-01A	female, white, stage:ib	4.2
TCGA-86-8073-01A	58 years, male, white, stage:ib	4.1
TCGA-53-7813-01A	51 years, female, white, stage:iiib	4.0
TCGA-55-8512-01A	41 years, male, white, stage:iv	4.0
TCGA-44-A47G-01A	73 years, female, white, stage:ia	4.0
TCGA-64-5815-01A	74 years, male, white, stage:iib	3.9
TCGA-69-7764-01A	75 years, male, white, stage:ia	3.9
TCGA-97-8179-01A	72 years, male, white, stage:ia	3.8
TCGA-50-5055-01A	79 years, female, white, stage:iia	3.8
TCGA-44-6777-01A	85 years, female, white, stage:ib	3.7
TCGA-97-A4M7-01A	74 years, male, white, stage:ia	3.6
TCGA-05-5715-01A	69 years, female, stage:ib	3.5
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia	3.5
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i	3.5
TCGA-44-3919-01A	71 years, female, white, stage:ia	3.4
TCGA-05-4403-01A	76 years, male, stage:ib	3.4
TCGA-95-7947-01A	67 years, male, white, stage:ia	3.4
TCGA-55-6975-01A	male, white, stage:iib	3.3
TCGA-44-7672-01A	52 years, female, white, stage:ia	3.3
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia	3.3
TCGA-97-8177-01A	59 years, female, white, stage:ib	3.3
TCGA-05-4432-01A	66 years, male, stage:iib	3.3
TCGA-78-7159-01A	60 years, female, white, stage:ia	3.2
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia	3.2
TCGA-MP-A4SV-01A	67 years, male, stage:ib	3.1
TCGA-78-7536-01A	70 years, male, white, stage:iiia	3.1
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia	3.1
TCGA-62-8394-01A	65 years, female, white, stage:iiib	3.0
TCGA-50-6597-01A	79 years, female, white, stage:ib	3.0
TCGA-MP-A4TJ-01A	62 years, female, stage:ia	3.0
TCGA-49-6761-01A	68 years, female, white, stage:iiia	3.0
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia	2.9
TCGA-86-8076-01A	42 years, male, white, stage:ia	2.9
TCGA-97-A4M2-01A	66 years, male, white, stage:ia	2.9
TCGA-97-A4M1-01A	52 years, female, white, stage:ia	2.8
TCGA-95-7948-01A	42 years, female, white, stage:ib	2.8
TCGA-44-2661-01A	69 years, female, white, stage:ia	2.8
TCGA-05-4390-01A	58 years, female, stage:ib	2.8
TCGA-50-8459-01A	68 years, male, white, stage:iib	2.8
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia	2.7
TCGA-64-5781-01A	55 years, female, white, stage:ib	2.7
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib	2.7
TCGA-49-4487-01A	72 years, female, white, stage:ia	2.7
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib	2.6
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib	2.6
TCGA-35-4122-01A	69 years, male, white, stage:ia	2.5
TCGA-55-1592-01A	male, white, stage:ia	2.4
TCGA-38-4625-01A	66 years, female, white, stage:ib	2.4
TCGA-55-8302-01A	54 years, male, white, stage:ib	2.4
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia	2.4
TCGA-73-7498-01A	58 years, female, white, stage:ia	2.3
TCGA-99-7458-01A	74 years, female, white, stage:iiia	2.3
TCGA-91-8496-01A	63 years, female, white, stage:ib	2.3
TCGA-05-5428-01A	57 years, male, stage:iia	2.3
TCGA-78-7152-01A	65 years, male, white, stage:ib	2.2
TCGA-50-5068-01A	59 years, female, white, stage:iib	2.2
TCGA-55-8208-01A	73 years, female, white, stage:ia	2.2
TCGA-69-8453-01A	77 years, male, white, stage:iib	2.2
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia	2.2
TCGA-80-5611-01A	male, stage:ib	2.2
TCGA-55-8619-01A	72 years, female, white, stage:iib	2.1
TCGA-69-7760-01A	73 years, male, white, stage:iib	2.1
TCGA-55-8510-01A	55 years, female, white, stage:ib	2.1
TCGA-05-5423-01A	65 years, male, stage:iib	2.0
TCGA-38-4630-01A	75 years, female, white, stage:ib	2.0
TCGA-78-7163-01A	60 years, male, white, stage:ib	2.0
TCGA-64-1681-01A	61 years, female, white, stage:ia	2.0
TCGA-55-A490-01A	78 years, male, white, stage:iia	2.0
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia	1.9
TCGA-86-8056-01A	64 years, female, white, stage:iiia	1.9
TCGA-44-7660-01A	72 years, male, white, stage:ib	1.9
TCGA-97-7938-01A	76 years, female, white, stage:ia	1.9
TCGA-50-6593-01A	49 years, female, white, stage:iiia	1.8
TCGA-50-5939-01A	85 years, male, white, stage:ib	1.8
TCGA-55-8205-01A	76 years, female, white, stage:iia	1.8
TCGA-86-8278-01A	63 years, female, white, stage:iib	1.7
TCGA-67-3772-01A	82 years, female, white, stage:ib	1.7
TCGA-44-2668-01B	51 years, male, white, stage:ib	1.7
TCGA-55-A4DF-01A	88 years, male, white, stage:ia	1.7
TCGA-50-5932-01A	75 years, male, white, stage:iib	1.7
TCGA-55-8206-01A	56 years, male, white, stage:ia	1.6
TCGA-55-6971-01A	59 years, female, white, stage:ib	1.6
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia	1.6
TCGA-78-7147-01A	67 years, female, white, stage:iib	1.6
TCGA-55-7727-01A	71 years, male, white, stage:iiia	1.6
TCGA-44-6148-01A	60 years, male, white, stage:ia	1.6
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia	1.6
TCGA-75-6206-01A	male, stage:ib	1.6
TCGA-55-7227-01A	77 years, male, white, stage:iiia	1.5
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia	1.5
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia	1.5
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia	1.5
TCGA-75-6212-01A	female, stage:iib	1.5
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib	1.5
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia	1.5
TCGA-67-6216-01A	57 years, female, white, stage:ia	1.4
TCGA-44-7659-01A	70 years, male, white, stage:ia	1.4
TCGA-73-4658-01A	80 years, female, white, stage:ib	1.4
TCGA-97-8175-01A	55 years, female, white, stage:ib	1.4
TCGA-50-5933-01A	72 years, male, white, stage:iiib	1.4
TCGA-55-8301-01A	59 years, male, white, stage:ib	1.4
TCGA-44-2657-01A	74 years, female, white, stage:ib	1.4
TCGA-91-8499-01A	76 years, female, white, stage:ia	1.4
TCGA-75-6214-01A	female, stage:iiia	1.3
TCGA-05-4382-01A	68 years, male, stage:ib	1.3
TCGA-O1-A52J-01A	74 years, female, white, stage:ia	1.3
TCGA-44-6779-01A	50 years, female, white, stage:iib	1.3
TCGA-55-8097-01A	60 years, female, white, stage:ia	1.3
TCGA-64-5774-01A	60 years, male, white, stage:ib	1.3
TCGA-35-4123-01A	38 years, male, white, stage:ia	1.3
TCGA-38-4627-01A	64 years, female, white, stage:iia	1.3
TCGA-64-1680-01A	63 years, male, white, stage:iv	1.2
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia	1.2
TCGA-55-8203-01A	69 years, female, white, stage:ia	1.2
TCGA-69-7973-01A	42 years, female, white, stage:ib	1.2
TCGA-44-A47A-01A	78 years, female, white, stage:ib	1.2
TCGA-38-6178-01A	70 years, female, white, stage:iiia	1.2
TCGA-44-3396-01A	74 years, female, white, stage:iiia	1.2
TCGA-55-6968-01A	61 years, male, white, stage:iv	1.2
TCGA-55-6642-01A	63 years, male, white, stage:ib	1.2
TCGA-73-4659-01A	66 years, male, white, stage:iiia	1.2
TCGA-53-7624-01A	40 years, female, white, stage:iv	1.1
TCGA-97-8547-01A	78 years, female, stage:iiia	1.1
TCGA-50-5941-01A	55 years, female, white, stage:iiia	1.1
TCGA-86-8671-01A	72 years, female, white, stage:iib	1.1
TCGA-91-8497-01A	75 years, female, white, stage:ia	1.1
TCGA-50-8460-01A	74 years, male, white, stage:ia	1.0
TCGA-55-A48X-01A	63 years, female, white, stage:iia	1.0
TCGA-78-7145-01A	52 years, female, white, stage:iv	1.0
TCGA-95-7567-01A	61 years, male, white, stage:iib	1.0
TCGA-MP-A4T8-01A	68 years, male, stage:iiia	1.0
TCGA-55-8089-01A	56 years, male, white, stage:ia	1.0
TCGA-95-7039-01A	54 years, female, white, stage:iib	1.0
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia	1.0
TCGA-78-8640-01A	59 years, male, stage:iia	1.0
TCGA-71-8520-01A	60 years, female, asian, stage:ib	1.0
TCGA-50-5935-01A	86 years, female, white, stage:ia	1.0
TCGA-55-8096-01A	67 years, female, white, stage:ib	1.0
TCGA-97-8552-01A	55 years, female, white, stage:i	0.9
TCGA-86-A456-01A	78 years, female, asian, stage:ia	0.9
TCGA-55-7903-01A	64 years, male, white, stage:ia	0.9
TCGA-44-4112-01A	60 years, female, white, stage:ib	0.9
TCGA-55-8204-01A	87 years, female, white, stage:ib	0.9
TCGA-49-4490-01A	45 years, female, white, stage:iiia	0.9
TCGA-05-4424-01A	70 years, male, stage:iib	0.9
TCGA-55-7573-01A	72 years, female, white, stage:ia	0.9
TCGA-49-6744-01A	64 years, female, white, stage:iia	0.9
TCGA-55-8621-01A	75 years, female, white, stage:ia	0.8
TCGA-86-8074-01A	62 years, female, white, stage:iia	0.8
TCGA-55-A493-01A	54 years, female, white, stage:ib	0.8
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia	0.8
TCGA-86-8668-01A	61 years, female, white, stage:ia	0.8
TCGA-86-8280-01A	54 years, female, white, stage:iia	0.8
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia	0.8
TCGA-05-4398-01A	47 years, female, stage:iiib	0.8
TCGA-91-6835-01A	81 years, female, white, stage:ia	0.8
TCGA-50-7109-01A	60 years, male, white, stage:ia	0.7
TCGA-05-4402-01A	57 years, female, stage:iv	0.7
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib	0.7
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia	0.7
TCGA-75-7025-01A	male, stage:ib	0.7
TCGA-38-4626-01A	57 years, female, white	0.7
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia	0.7
TCGA-55-A494-01A	61 years, female, white, stage:ib	0.7
TCGA-55-8511-01A	73 years, female, white, stage:ib	0.7
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib	0.6
TCGA-55-8507-01A	53 years, male, white, stage:ia	0.6
TCGA-64-1677-01A	78 years, female, white, stage:iiia	0.6
TCGA-J2-8192-01A	65 years, female, white, stage:iia	0.6
TCGA-55-7574-01A	64 years, female, white, stage:ib	0.6
TCGA-44-8117-01A	54 years, female, white, stage:ib	0.6
TCGA-62-A46P-01A	65 years, male, white, stage:ib	0.6
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia	0.6
TCGA-05-4426-01A	71 years, male, stage:ib	0.6
TCGA-78-8648-01A	58 years, female, stage:iib	0.6
TCGA-69-7763-01A	69 years, male, white, stage:ia	0.6
TCGA-44-6147-01B	67 years, female, white, stage:ia	0.6
TCGA-86-7713-01A	70 years, male, white, stage:iia	0.6
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia	0.6
TCGA-55-6981-01A	53 years, female, white, stage:iiia	0.6
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia	0.6
TCGA-64-5779-01A	61 years, male, white, stage:iiia	0.6
TCGA-49-6745-01A	82 years, male, white, stage:iiia	0.5
TCGA-67-6215-01A	52 years, female, white, stage:ib	0.5
TCGA-38-4629-01A	68 years, male, white, stage:iib	0.5
TCGA-55-6978-01A	male, white, stage:iia	0.5
TCGA-44-A47B-01A	79 years, male, white, stage:ib	0.5
TCGA-MP-A4TK-01A	56 years, female, stage:iib	0.5
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv	0.5
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib	0.5
TCGA-86-A4P7-01A	63 years, female, white, stage:ib	0.5
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia	0.5
TCGA-44-A4SU-01A	68 years, female, white, stage:ia	0.5
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia	0.5
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib	0.5
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib	0.5
TCGA-50-5931-01A	75 years, female, white, stage:ib	0.5
TCGA-50-5946-01A	62 years, male, white, stage:ia	0.5
TCGA-64-1678-01A	71 years, female, white	0.4
TCGA-97-7553-01A	58 years, female, white, stage:ia	0.4
TCGA-50-5942-01A	67 years, female, white, stage:ia	0.4
TCGA-44-6774-01A	56 years, female, white, stage:iiia	0.4
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia	0.4
TCGA-78-7535-01A	45 years, male, white, stage:ib	0.4
TCGA-73-4662-01A	65 years, female, white, stage:ia	0.4
TCGA-55-6980-01A	male, white, stage:ia	0.4
TCGA-38-7271-01A	72 years, female, white, stage:ia	0.4
TCGA-50-5944-01A	69 years, female, white, stage:ia	0.4
TCGA-44-6775-01A	72 years, female, white, stage:ib	0.4
TCGA-86-8585-01A	57 years, male, white, stage:ib	0.4
TCGA-86-6851-01A	73 years, female, white, stage:iia	0.4
TCGA-44-2666-01A	43 years, male, white, stage:ib	0.4
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib	0.4
TCGA-55-7914-01A	71 years, female, white, stage:iia	0.4
TCGA-75-5125-01A	male, stage:iib	0.4
TCGA-86-8055-01A	79 years, male, white, stage:iia	0.4
TCGA-67-6217-01A	73 years, female, white, stage:iia	0.4
TCGA-05-4420-01A	41 years, male, stage:ib	0.4
TCGA-69-7974-01A	54 years, female, white, stage:iiia	0.4
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia	0.3
TCGA-97-8171-01A	81 years, male, asian, stage:iv	0.3
TCGA-62-A46R-01A	54 years, female, white, stage:ib	0.3
TCGA-49-4505-01A	61 years, female, white, stage:iib	0.3
TCGA-55-8299-01A	61 years, female, white, stage:ia	0.3
TCGA-91-6829-01A	79 years, male, white, stage:ib	0.3
TCGA-97-7546-01A	76 years, female, white, stage:ia	0.3
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia	0.3
TCGA-86-8075-01A	66 years, female, white, stage:ib	0.3
TCGA-49-4512-01A	69 years, female, white, stage:iiia	0.3
TCGA-86-8054-01A	61 years, male, white, stage:iib	0.3
TCGA-50-5045-01A	57 years, female, black or african american	0.3
TCGA-86-A4JF-01A	56 years, male, white, stage:iib	0.3
TCGA-86-7953-01A	69 years, female, white, stage:ia	0.3
TCGA-55-6543-01A	female, white, stage:ia	0.2
TCGA-50-6591-01A	63 years, female, white, stage:iv	0.2
TCGA-05-4249-01A	67 years, male, stage:ib	0.2
TCGA-05-4430-01A	59 years, female, stage:ib	0.2
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia	0.2
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib	0.2
TCGA-83-5908-01A	59 years, female, white, stage:ia	0.2
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia	0.2
TCGA-69-7765-01A	56 years, male, black or african american	0.2
TCGA-55-6985-01A	58 years, female, white, stage:ib	0.2
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib	0.2
TCGA-93-A4JN-01A	71 years, male, white, stage:iv	0.2
TCGA-50-5044-01A	72 years, female, white, stage:iiib	0.2
TCGA-55-8090-01A	80 years, male, white, stage:ia	0.2
TCGA-64-1679-01A	58 years, female, white, stage:iiia	0.2
TCGA-55-8616-01A	58 years, female, white, stage:ib	0.2
TCGA-91-6840-01A	59 years, female, white, stage:ia	0.2
TCGA-49-6767-01A	46 years, female, white, stage:iib	0.2
TCGA-91-6836-01A	52 years, female, white, stage:ib	0.2
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia	0.2
TCGA-55-7724-01A	76 years, female, white, stage:ib	0.2
TCGA-64-5778-01A	60 years, male, white, stage:ib	0.2
TCGA-86-6562-01A	52 years, male, white, stage:iia	0.2
TCGA-93-A4JO-01A	70 years, male, white, stage:ia	0.2
TCGA-67-4679-01B	69 years, male, white	0.2
TCGA-55-8614-01A	76 years, male, white, stage:ib	0.2
TCGA-53-7626-01A	76 years, female, white, stage:iia	0.2
TCGA-55-7283-01A	76 years, female, white, stage:iiia	0.2
TCGA-55-7726-01A	72 years, female, white, stage:ia	0.2
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia	0.2
TCGA-64-1676-01A	58 years, male, white, stage:ia	0.2
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia	0.2
TCGA-55-6979-01A	59 years, female, white, stage:iib	0.1
TCGA-55-6712-01A	male, white, stage:iia	0.1
TCGA-78-7539-01A	75 years, female, white, stage:iia	0.1
TCGA-L9-A444-01A	60 years, female, white, stage:ia	0.1
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv	0.1
TCGA-49-4488-01A	74 years, female, white, stage:ia	0.1
TCGA-55-7816-01A	49 years, female, white, stage:iv	0.1
TCGA-44-2662-01A	65 years, male, white, stage:ib	0.1
TCGA-05-4427-01A	65 years, female, stage:iib	0.1
TCGA-91-6848-01A	59 years, male, white, stage:iiia	0.1
TCGA-05-4415-01A	57 years, male, stage:iiib	0.1
TCGA-38-4628-01A	65 years, female, white, stage:iib	0.1
TCGA-55-7725-01A	68 years, female, white, stage:ia	0.1
TCGA-78-8655-01A	77 years, female, stage:ia	0.1
TCGA-78-8662-01A	53 years, female, stage:ib	0.1
TCGA-67-3773-01A	84 years, female, white, stage:ib	0.1
TCGA-55-8207-01A	73 years, male, white, stage:ib	0.1
TCGA-91-6831-01A	66 years, male, white, stage:ib	0.1
TCGA-78-7542-01A	56 years, male, white, stage:ib	0.1
TCGA-44-2659-01A	65 years, female, white, stage:iib	0.1
TCGA-62-8399-01A	62 years, male, white, stage:iiia	0.1
TCGA-44-7662-01A	61 years, male, white, stage:ib	0.1
TCGA-97-7547-01A	67 years, female, white, stage:ib	0.1
TCGA-97-7937-01A	65 years, male, white, stage:ib	0.1
TCGA-97-7554-01A	83 years, female, white, stage:iiia	0.1
TCGA-75-5146-01A	male, stage:ib	0.1
TCGA-91-6847-01A	62 years, female, white, stage:ib	0.1
TCGA-97-8172-01A	75 years, female, white, stage:ib	0.1
TCGA-64-5775-01A	71 years, male, white, stage:iiia	0.1
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia	0.1
TCGA-05-4405-01A	74 years, female, stage:ib	0.1
TCGA-44-7661-01A	69 years, female, white, stage:ib	0.1
TCGA-50-5049-01A	70 years, male, white, stage:ia	0.1
TCGA-78-7158-01A	59 years, female, white, stage:iiib	0.0
TCGA-95-7944-01A	71 years, male, white, stage:ia	0.0
TCGA-86-8279-01A	46 years, male, white, stage:iia	0.0
TCGA-44-8119-01A	73 years, male, white, stage:iib	0.0
TCGA-50-6590-01A	72 years, female, white, stage:ib	0.0
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib	0.0
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia	0.0
TCGA-71-6725-01A	48 years, female, asian, stage:ib	0.0
TCGA-55-7281-01A	70 years, female, white, stage:ia	0.0
TCGA-55-8087-01A	59 years, female, white, stage:ib	0.0
TCGA-78-7155-01A	68 years, male, white, stage:ib	0.0
TCGA-44-7667-01A	49 years, female, white, stage:iib	0.0
TCGA-50-6595-01A	74 years, female, white, stage:iiia	0.0

Show all

Best separation

Median separation

Expression cutoff

0.0 FPKM

0.1 FPKM

5-year survival high

44%

40%

5-year survival low

58%

53%

Log-rank P value

4.05e-3

7.40e-2

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

1.7

Number of samples

494

Samples

Sample	Description	FPKM
TCGA-37-4130-01A	56 years, male, white, stage:ia	197.5
TCGA-66-2754-01A	67 years, male, stage:iiia	172.0
TCGA-37-5819-01A	65 years, male, white, stage:iiia	110.2
TCGA-39-5022-01A	76 years, male, white, stage:ib	33.1
TCGA-39-5034-01A	73 years, female, white, stage:iib	29.0
TCGA-22-4594-01A	60 years, female, stage:iiia	26.4
TCGA-85-8584-01A	71 years, male, white, stage:iia	24.7
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib	21.6
TCGA-33-6737-01A	71 years, male, white, stage:iiia	19.9
TCGA-90-7964-01A	70 years, male, white, stage:ib	14.3
TCGA-37-4133-01A	63 years, male, white, stage:iiia	11.1
TCGA-22-4591-01A	80 years, male, white, stage:iiia	10.7
TCGA-39-5011-01A	70 years, female, white, stage:ia	9.4
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia	9.4
TCGA-22-5483-01A	74 years, male, white, stage:iia	8.4
TCGA-33-6738-01A	80 years, male, white, stage:iiia	8.3
TCGA-22-1017-01A	62 years, male, white, stage:ia	7.0
TCGA-52-7812-01A	68 years, male, white	6.9
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia	6.6
TCGA-22-4596-01A	69 years, female, white, stage:ib	6.4
TCGA-43-5668-01A	78 years, male, white, stage:iia	5.6
TCGA-60-2706-01A	58 years, male, white, stage:ia	5.6
TCGA-22-1005-01A	63 years, male, white, stage:ia	5.5
TCGA-66-2773-01A	69 years, male, stage:ib	4.7
TCGA-66-2757-01A	65 years, female, stage:ia	4.1
TCGA-22-5474-01A	74 years, male, white, stage:ib	3.6
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii	3.2
TCGA-33-A5GW-01A	67 years, male, white, stage:iia	3.2
TCGA-63-A5MG-01A	68 years, male, stage:ib	3.2
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia	3.1
TCGA-37-A5EL-01A	53 years, male, white, stage:iib	2.9
TCGA-43-2576-01A	62 years, female, white, stage:iiia	2.4
TCGA-90-A59Q-01A	61 years, female, white, stage:iia	2.1
TCGA-85-A50Z-01A	57 years, male, white, stage:iia	1.9
TCGA-66-2756-01A	68 years, male, stage:iiib	1.8
TCGA-68-7757-01B	74 years, male, white, stage:ia	1.7
TCGA-43-2578-01A	59 years, female, white, stage:ia	1.7
TCGA-63-A5MN-01A	78 years, female, stage:iib	1.7
TCGA-34-5234-01A	71 years, female, white, stage:ia	1.6
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii	1.4
TCGA-60-2724-01A	47 years, male, white, stage:iiia	1.4
TCGA-63-A5ML-01A	68 years, male, stage:ib	1.4
TCGA-85-A513-01A	60 years, female, asian, stage:ia	1.3
TCGA-94-7943-01A	80 years, male, white, stage:ia	1.3
TCGA-34-5927-01A	70 years, female, white, stage:ia	1.2
TCGA-56-8082-01A	80 years, female, white, stage:iia	1.2
TCGA-56-5897-01A	74 years, male, white, stage:ia	1.2
TCGA-18-3417-01A	65 years, male, stage:iv	1.1
TCGA-39-5024-01A	65 years, female, white, stage:iiia	1.1
TCGA-90-7766-01A	66 years, female, white, stage:ia	1.1
TCGA-60-2697-01A	41 years, male, white, stage:iia	1.0
TCGA-37-4135-01A	68 years, male, white, stage:ib	1.0
TCGA-77-7141-01A	64 years, male, white, stage:ib	1.0
TCGA-18-3408-01A	77 years, female, white, stage:ib	1.0
TCGA-98-A53H-01A	76 years, female, white, stage:ia	1.0
TCGA-77-8146-01A	72 years, male, stage:ia	1.0
TCGA-21-1071-01A	67 years, male, white, stage:ib	1.0
TCGA-39-5039-01A	76 years, male, white, stage:iia	1.0
TCGA-43-2581-01A	47 years, female, white, stage:iiia	1.0
TCGA-21-5782-01A	68 years, female, white, stage:ib	0.9
TCGA-85-A5B5-01A	58 years, male, white, stage:ia	0.9
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib	0.8
TCGA-33-4532-01A	68 years, male, white, stage:ib	0.8
TCGA-56-A5DR-01A	81 years, male, white, stage:ia	0.8
TCGA-56-8623-01A	71 years, male, white, stage:ib	0.8
TCGA-43-A56U-01A	76 years, female, white, stage:ia	0.7
TCGA-85-8287-01A	72 years, male, white, stage:ia	0.7
TCGA-66-2781-01A	67 years, male, stage:ib	0.7
TCGA-18-3411-01A	64 years, female, stage:iiia	0.7
TCGA-39-5028-01A	75 years, male, white, stage:iiia	0.7
TCGA-98-A53D-01A	68 years, male, white, stage:iib	0.7
TCGA-21-1083-01A	75 years, male, white, stage:ia	0.7
TCGA-58-8390-01A	70 years, male, white, stage:iia	0.7
TCGA-52-7622-01A	62 years, female, white, stage:ia	0.7
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib	0.6
TCGA-96-8170-01A	75 years, female, white, stage:iia	0.6
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia	0.6
TCGA-21-5784-01A	80 years, female, white, stage:ib	0.6
TCGA-77-7465-01A	59 years, male, white, stage:iia	0.5
TCGA-63-A5MY-01A	63 years, male, stage:ia	0.5
TCGA-98-A53C-01A	77 years, female, white, stage:ia	0.5
TCGA-18-3407-01A	72 years, male, asian, stage:ib	0.5
TCGA-56-A4BY-01A	66 years, male, white, stage:ib	0.5
TCGA-22-4605-01A	78 years, female, stage:ib	0.5
TCGA-34-2608-01A	84 years, male, white, stage:ib	0.5
TCGA-39-5036-01A	73 years, male, white, stage:ib	0.5
TCGA-60-2707-01A	70 years, male, stage:ib	0.5
TCGA-21-1076-01A	54 years, female, white, stage:ib	0.5
TCGA-66-2788-01A	56 years, male, stage:ib	0.4
TCGA-85-6175-01A	63 years, female, white, stage:iib	0.4
TCGA-34-2596-01A	70 years, male, white, stage:iib	0.4
TCGA-98-A53I-01A	64 years, male, white, stage:iia	0.4
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia	0.4
TCGA-94-7033-01A	73 years, male, white, stage:ib	0.4
TCGA-98-A53J-01A	78 years, male, white, stage:ib	0.4
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia	0.4
TCGA-56-A49D-01A	67 years, male, white, stage:iiia	0.4
TCGA-85-8049-01A	57 years, male, white, stage:ib	0.4
TCGA-22-1002-01A	69 years, male, white, stage:ia	0.4
TCGA-22-5472-01A	67 years, male, white, stage:ib	0.4
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib	0.4
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia	0.4
TCGA-22-1016-01A	65 years, male, white, stage:ib	0.4
TCGA-77-8140-01A	66 years, female, stage:iib	0.3
TCGA-56-7221-01A	79 years, male, white, stage:ib	0.3
TCGA-98-7454-01A	73 years, male, white, stage:ib	0.3
TCGA-77-A5GH-01A	81 years, male, stage:ib	0.3
TCGA-60-2715-01A	52 years, male, white, stage:ia	0.3
TCGA-77-A5FZ-01A	64 years, male, stage:iiib	0.3
TCGA-66-2769-01A	75 years, male, stage:iiib	0.3
TCGA-22-5492-01A	73 years, female, stage:iiia	0.3
TCGA-68-7756-01A	84 years, male, white, stage:iiia	0.3
TCGA-60-2695-01A	74 years, female, white, stage:ib	0.3
TCGA-77-6843-01A	74 years, male, white, stage:iia	0.3
TCGA-85-A4PA-01A	61 years, male, white, stage:ib	0.3
TCGA-85-7696-01A	64 years, male, white, stage:ia	0.3
TCGA-22-4609-01A	81 years, male, white, stage:ia	0.3
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib	0.3
TCGA-18-3415-01A	77 years, male, stage:ib	0.3
TCGA-85-8070-01A	71 years, male, white, stage:ib	0.3
TCGA-66-2789-01A	73 years, male, stage:iiib	0.3
TCGA-66-2770-01A	79 years, male, stage:ib	0.3
TCGA-85-A510-01A	74 years, female, white, stage:iib	0.3
TCGA-33-4589-01A	62 years, female, white, stage:iib	0.3
TCGA-58-8393-01A	68 years, female, white, stage:ib	0.3
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib	0.3
TCGA-51-6867-01A	72 years, female, white, stage:i	0.3
TCGA-58-A46K-01A	59 years, male, white, stage:iiia	0.3
TCGA-66-2785-01A	65 years, male, stage:ib	0.3
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia	0.2
TCGA-98-A53B-01A	69 years, male, white, stage:ib	0.2
TCGA-56-7731-01A	66 years, female, white, stage:ib	0.2
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia	0.2
TCGA-60-2725-01A	74 years, male, white, stage:ib	0.2
TCGA-56-8628-01A	78 years, male, white, stage:ia	0.2
TCGA-33-4547-01A	68 years, male, white, stage:ib	0.2
TCGA-68-A59J-01A	74 years, female, white, stage:ib	0.2
TCGA-66-2737-01A	72 years, male, stage:iib	0.2
TCGA-66-2767-01A	62 years, male, stage:iiib	0.2
TCGA-22-1000-01A	76 years, male, white, stage:ib	0.2
TCGA-18-3421-01A	65 years, male, white, stage:ib	0.2
TCGA-96-7545-01A	73 years, male, white, stage:ia	0.2
TCGA-66-2786-01A	68 years, female, stage:ia	0.2
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia	0.2
TCGA-98-8022-01A	61 years, male, white, stage:ia	0.2
TCGA-85-8048-01A	62 years, male, white, stage:ia	0.2
TCGA-85-7697-01A	49 years, male, white, stage:iib	0.2
TCGA-22-4607-01A	75 years, male, white, stage:ib	0.2
TCGA-34-A5IX-01A	80 years, male, white, stage:iib	0.2
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia	0.2
TCGA-66-2744-01A	71 years, male, stage:iib	0.2
TCGA-43-6143-01A	70 years, male, white, stage:ib	0.2
TCGA-92-8063-01A	52 years, male, white, stage:iiia	0.2
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib	0.2
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib	0.2
TCGA-77-8131-01A	72 years, male, stage:ib	0.2
TCGA-22-5491-01A	74 years, male, white, stage:ia	0.2
TCGA-33-4538-01A	66 years, male, white, stage:iiia	0.2
TCGA-96-8169-01A	67 years, female, white, stage:ia	0.2
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib	0.2
TCGA-85-8580-01A	52 years, female, white, stage:ib	0.2
TCGA-56-8626-01A	60 years, male, white, stage:ia	0.2
TCGA-77-6844-01A	74 years, male, white, stage:iiia	0.2
TCGA-43-7658-01A	75 years, female, white, stage:ia	0.2
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia	0.2
TCGA-56-1622-01A	58 years, male, white, stage:ib	0.2
TCGA-63-A5MS-01A	78 years, male, stage:ib	0.2
TCGA-66-2771-01A	60 years, male, stage:iib	0.2
TCGA-21-A5DI-01A	77 years, male, white, stage:ia	0.2
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia	0.2
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib	0.2
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia	0.2
TCGA-85-8355-01A	63 years, male, white, stage:ia	0.2
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia	0.2
TCGA-56-8629-01A	63 years, male, white, stage:iia	0.2
TCGA-66-2800-01A	70 years, male, stage:iiib	0.2
TCGA-39-5027-01A	73 years, male, white, stage:ib	0.2
TCGA-46-6026-01A	81 years, male, white, stage:iib	0.2
TCGA-66-2795-01A	68 years, male, stage:iiib	0.2
TCGA-58-8388-01A	60 years, male, white, stage:ib	0.2
TCGA-56-A5DS-01A	72 years, female, white, stage:ib	0.2
TCGA-98-A539-01A	63 years, male, white, stage:iib	0.2
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib	0.2
TCGA-43-A475-01A	67 years, female, white, stage:iib	0.2
TCGA-58-A46N-01A	52 years, male, white, stage:ib	0.2
TCGA-66-2758-01A	71 years, male, stage:ib	0.2
TCGA-MF-A522-01A	54 years, male, white, stage:ib	0.2
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia	0.2
TCGA-66-2766-01A	54 years, male, stage:iiia	0.2
TCGA-85-7844-01A	71 years, male, white, stage:ib	0.2
TCGA-94-8491-01A	73 years, male, white, stage:iia	0.2
TCGA-56-7580-01A	84 years, male, white, stage:ib	0.1
TCGA-33-A4WN-01A	61 years, male, white, stage:ib	0.1
TCGA-39-5031-01A	77 years, female, stage:ia	0.1
TCGA-56-8504-01A	74 years, male, white, stage:ib	0.1
TCGA-60-2726-01A	56 years, male, white, stage:iia	0.1
TCGA-77-A5GA-01A	76 years, male, stage:ib	0.1
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib	0.1
TCGA-O2-A52S-01A	58 years, female, white, stage:iii	0.1
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib	0.1
TCGA-18-3414-01A	73 years, male, asian, stage:iv	0.1
TCGA-33-4587-01A	63 years, female, white, stage:ib	0.1
TCGA-85-8072-01A	60 years, male, white, stage:ia	0.1
TCGA-46-6025-01A	71 years, male, white, stage:iib	0.1
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib	0.1
TCGA-85-8353-01A	72 years, male, white, stage:iiia	0.1
TCGA-34-5929-01A	79 years, female, white, stage:ib	0.1
TCGA-21-1082-01A	61 years, male, white, stage:ib	0.1
TCGA-O2-A52N-01A	78 years, male, white, stage:i	0.1
TCGA-34-8454-01A	62 years, female, white, stage:iiia	0.1
TCGA-34-5241-01A	79 years, male, white, stage:ib	0.1
TCGA-46-3765-01A	59 years, female, white, stage:ia	0.1
TCGA-98-8021-01A	75 years, female, white, stage:ia	0.1
TCGA-56-7730-01A	73 years, male, white, stage:iia	0.1
TCGA-46-3767-01A	76 years, male, white, stage:ia	0.1
TCGA-60-2698-01A	62 years, male, white, stage:iib	0.1
TCGA-39-5035-01A	72 years, female, white, stage:ia	0.1
TCGA-18-4086-01A	65 years, male, stage:ib	0.1
TCGA-56-8624-01A	84 years, male, white, stage:iib	0.1
TCGA-66-2783-01A	67 years, male, stage:iiib	0.1
TCGA-52-7811-01A	67 years, male, white, stage:ib	0.1
TCGA-85-A50M-01A	47 years, male, asian, stage:iia	0.1
TCGA-56-7582-01A	84 years, male, white, stage:ib	0.1
TCGA-77-A5G6-01A	66 years, male, stage:iiia	0.1
TCGA-63-A5MP-01A	57 years, male, stage:iib	0.1
TCGA-60-2704-01A	73 years, male, white, stage:iib	0.1
TCGA-56-5898-01A	69 years, male, white, stage:ia	0.1
TCGA-LA-A446-01A	69 years, male, white, stage:ia	0.1
TCGA-66-2727-01A	55 years, female, stage:ib	0.1
TCGA-63-7020-01A	male, stage:ia	0.1
TCGA-21-1081-01A	69 years, male, white, stage:iib	0.1
TCGA-68-8251-01A	78 years, male, white, stage:ib	0.1
TCGA-94-8035-01A	64 years, male, white, stage:iib	0.1
TCGA-56-8309-01A	66 years, male, white, stage:ia	0.1
TCGA-39-5029-01A	67 years, male, white, stage:iiia	0.1
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia	0.1
TCGA-56-8625-01A	66 years, female, white, stage:iiia	0.1
TCGA-60-2710-01A	67 years, female, white, stage:iia	0.1
TCGA-63-A5MH-01A	68 years, male, stage:ia	0.1
TCGA-22-5478-01A	79 years, male, stage:ib	0.1
TCGA-51-4081-01A	55 years, male, white, stage:iib	0.1
TCGA-90-A4EE-01A	53 years, male, white, stage:iia	0.1
TCGA-22-4599-01A	73 years, female, white, stage:ib	0.1
TCGA-56-8503-01A	76 years, female, white, stage:iib	0.1
TCGA-34-8455-01A	67 years, male, white, stage:iv	0.1
TCGA-66-2763-01A	63 years, female, stage:ib	0.1
TCGA-52-7809-01A	74 years, male, white, stage:ib	0.1
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib	0.1
TCGA-22-4601-01A	73 years, female, white, stage:iiia	0.1
TCGA-39-5019-01A	70 years, male, white, stage:ib	0.1
TCGA-63-7021-01A	male, stage:ia	0.1
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia	0.1
TCGA-22-A5C4-01A	70 years, male, white, stage:iia	0.1
TCGA-46-3768-01A	58 years, male, white, stage:iiia	0.1
TCGA-22-5481-01A	72 years, female, white, stage:iib	0.1
TCGA-90-A4ED-01A	69 years, male, white, stage:ib	0.1
TCGA-34-5236-01A	60 years, male, white, stage:iib	0.1
TCGA-43-8118-01A	55 years, female, white, stage:ia	0.1
TCGA-58-A46J-01A	64 years, male, white, stage:iib	0.1
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia	0.1
TCGA-33-4586-01A	57 years, male, white, stage:iiia	0.1
TCGA-46-3766-01A	62 years, female, white, stage:ia	0.1
TCGA-22-5479-01A	64 years, male, white, stage:ib	0.1
TCGA-18-3409-01A	74 years, male, white, stage:ia	0.1
TCGA-43-3920-01A	71 years, male, white, stage:ib	0.1
TCGA-85-A4JC-01A	84 years, male, white, stage:iia	0.1
TCGA-66-2782-01A	71 years, male, stage:iib	0.1
TCGA-94-A5I6-01A	62 years, male, white, stage:iib	0.1
TCGA-66-2777-01A	71 years, male, stage:ib	0.1
TCGA-85-A4CL-01A	65 years, male, white, stage:ia	0.1
TCGA-85-8276-01A	62 years, male, white, stage:iia	0.1
TCGA-63-A5MT-01A	74 years, male, stage:iib	0.1
TCGA-85-8481-01A	70 years, male, white, stage:iib	0.1
TCGA-43-6773-01A	76 years, male, white, stage:iib	0.1
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib	0.1
TCGA-66-2778-01A	68 years, female, stage:iiib	0.1
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia	0.1
TCGA-77-A5GB-01B	90 years, male, stage:ib	0.1
TCGA-66-2753-01A	69 years, male, stage:ib	0.1
TCGA-66-2742-01A	70 years, male, stage:iv	0.1
TCGA-77-A5G8-01B	71 years, male, stage:iib	0.1
TCGA-60-2713-01A	64 years, male, white, stage:ib	0.1
TCGA-66-2734-01A	62 years, female, stage:ib	0.1
TCGA-77-A5GF-01A	70 years, male, stage:iia	0.1
TCGA-63-A5MI-01A	65 years, male, stage:iiia	0.1
TCGA-85-8350-01A	61 years, male, white, stage:ia	0.1
TCGA-37-4132-01A	61 years, female, white, stage:iv	0.1
TCGA-NK-A5CR-01A	77 years, male, stage:ib	0.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia	0.1
TCGA-63-A5MV-01A	69 years, male, stage:iia	0.1
TCGA-77-7338-01A	64 years, male, white, stage:ib	0.1
TCGA-77-8007-01A	68 years, male, stage:iib	0.1
TCGA-43-7656-01A	71 years, male, white, stage:ia	0.1
TCGA-66-2793-01A	68 years, male, stage:iiib	0.1
TCGA-22-5477-01A	65 years, male, white, stage:ia	0.1
TCGA-77-8153-01A	77 years, female, stage:ib	0.1
TCGA-18-3419-01A	73 years, male, stage:iib	0.1
TCGA-21-1075-01A	57 years, male, white, stage:iib	0.1
TCGA-56-8305-01A	72 years, male, white, stage:ib	0.1
TCGA-22-5482-01A	81 years, male, white, stage:ib	0.1
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv	0.1
TCGA-22-0940-01A	71 years, male, white, stage:iia	0.1
TCGA-60-2714-01A	66 years, female, white, stage:iib	0.1
TCGA-34-5231-01A	72 years, male, white, stage:ia	0.1
TCGA-63-A5MB-01A	62 years, male, stage:ib	0.1
TCGA-66-2765-01A	64 years, male, stage:ib	0.1
TCGA-85-8582-01A	49 years, male, white, stage:ia	0.1
TCGA-66-2791-01A	66 years, male, stage:iiib	0.1
TCGA-58-A46L-01A	73 years, male, white, stage:iiia	0.1
TCGA-56-8622-01A	68 years, male, white, stage:ib	0.1
TCGA-90-6837-01A	64 years, male, white, stage:iib	0.1
TCGA-58-8391-01A	57 years, female, white, stage:iiia	0.1
TCGA-22-1011-01A	73 years, male, white, stage:ib	0.1
TCGA-60-2723-01A	74 years, female, white, stage:ib	0.1
TCGA-77-8009-01A	68 years, male, stage:iib	0.1
TCGA-22-5485-01A	58 years, female, white, stage:ia	0.1
TCGA-63-7023-01A	male, stage:iia	0.1
TCGA-22-4593-01A	77 years, male, white, stage:iia	0.1
TCGA-63-7022-01A	female, stage:ia	0.1
TCGA-60-2712-01A	79 years, female, white, stage:iib	0.1
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib	0.1
TCGA-58-8392-01A	70 years, male, white, stage:ib	0.1
TCGA-33-4582-01A	55 years, male, white, stage:ia	0.1
TCGA-56-7222-01A	60 years, male, white, stage:ib	0.1
TCGA-22-5473-01A	78 years, male, white	0.1
TCGA-85-A511-01A	62 years, male, white, stage:iib	0.1
TCGA-22-1012-01A	80 years, female, white, stage:ib	0.1
TCGA-85-8277-01A	70 years, male, white, stage:iiia	0.1
TCGA-77-7142-01A	59 years, female, white, stage:ib	0.1
TCGA-70-6722-01A	47 years, male, asian, stage:iiia	0.1
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia	0.1
TCGA-77-8138-01A	74 years, male, stage:ib	0.1
TCGA-94-A5I4-01A	61 years, male, white, stage:iia	0.1
TCGA-58-8386-01A	75 years, male, stage:iv	0.1
TCGA-77-7138-01A	67 years, male, stage:ib	0.1
TCGA-18-3410-01A	81 years, male, stage:iib	0.1
TCGA-18-5595-01A	50 years, male, stage:ib	0.1
TCGA-39-5016-01A	44 years, male, white, stage:iia	0.1
TCGA-77-A5G7-01B	63 years, male, stage:ia	0.1
TCGA-56-A4BW-01A	55 years, male, white, stage:iia	0.1
TCGA-60-2720-01A	60 years, female, white, stage:ib	0.1
TCGA-77-8136-01A	74 years, female, stage:iib	0.1
TCGA-39-5030-01A	81 years, female, asian, stage:iiia	0.1
TCGA-21-1077-01A	64 years, male, white, stage:iib	0.1
TCGA-58-A46M-01A	61 years, male, white, stage:iib	0.1
TCGA-22-5480-01A	66 years, female, white, stage:ia	0.1
TCGA-77-8143-01A	76 years, male, stage:iiia	0.1
TCGA-21-5783-01A	76 years, male, white, stage:ib	0.1
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib	0.1
TCGA-63-A5MM-01A	69 years, female, stage:iib	0.1
TCGA-22-5489-01A	64 years, male, white, stage:ia	0.1
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia	0.1
TCGA-60-2721-01A	73 years, male, white, stage:ib	0.1
TCGA-L3-A524-01A	45 years, female, white, stage:iib	0.1
TCGA-39-5037-01A	65 years, male, white, stage:iia	0.1
TCGA-96-7544-01A	83 years, male, white, stage:iib	0.1
TCGA-63-A5MW-01A	76 years, male, stage:ib	0.1
TCGA-56-7223-01A	66 years, male, white, stage:iiia	0.1
TCGA-56-6545-01A	77 years, female, white, stage:ib	0.1
TCGA-56-8307-01A	55 years, female, white, stage:iib	0.1
TCGA-18-3406-01A	67 years, male, white, stage:ia	0.1
TCGA-66-2794-01A	64 years, male, stage:iiib	0.1
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i	0.1
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia	0.0
TCGA-92-8065-01A	74 years, female, white, stage:iib	0.0
TCGA-56-A4BX-01A	70 years, male, white, stage:iia	0.0
TCGA-85-8071-01A	52 years, male, white, stage:iia	0.0
TCGA-66-2768-01A	57 years, male, stage:iib	0.0
TCGA-34-2600-01A	76 years, female, white, stage:ia	0.0
TCGA-52-7810-01A	60 years, female, white, stage:iib	0.0
TCGA-43-8116-01A	73 years, male, white, stage:ia	0.0
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia	0.0
TCGA-85-A53L-01A	63 years, male, asian, stage:iia	0.0
TCGA-46-3769-01A	57 years, male, white	0.0
TCGA-77-6845-01A	69 years, male, white, stage:iib	0.0
TCGA-66-2790-01A	72 years, male, stage:iib	0.0
TCGA-92-8064-01A	58 years, male, white	0.0
TCGA-77-A5G1-01A	75 years, male, stage:iiia	0.0
TCGA-58-8387-01A	60 years, male, white, stage:iia	0.0
TCGA-77-8133-01A	74 years, male, stage:iia	0.0
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib	0.0
TCGA-85-8351-01A	72 years, male, white, stage:iia	0.0
TCGA-77-7140-01A	69 years, female, white, stage:iib	0.0
TCGA-60-2722-01A	66 years, male, white, stage:iib	0.0
TCGA-39-5021-01A	70 years, male, white, stage:ib	0.0
TCGA-63-A5MR-01A	70 years, female, stage:ib	0.0
TCGA-22-4595-01A	57 years, male, white, stage:iiia	0.0
TCGA-37-4141-01A	65 years, female, white, stage:ia	0.0
TCGA-77-8130-01A	69 years, male, stage:iib	0.0
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii	0.0
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib	0.0
TCGA-43-6647-01A	69 years, female, white, stage:iib	0.0
TCGA-85-8664-01A	73 years, male, white, stage:iib	0.0
TCGA-63-A5MJ-01A	54 years, male, stage:iib	0.0
TCGA-21-1072-01A	75 years, male, white, stage:ib	0.0
TCGA-18-5592-01A	57 years, male, stage:iib	0.0
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib	0.0
TCGA-77-8145-01A	73 years, male, stage:iiib	0.0
TCGA-92-7340-01A	45 years, female, white, stage:iia	0.0
TCGA-94-8490-01A	70 years, male, white, stage:iib	0.0
TCGA-56-8083-01A	56 years, male, white, stage:ib	0.0
TCGA-60-2708-01A	64 years, female, white, stage:iib	0.0
TCGA-37-3789-01A	65 years, male, white, stage:ib	0.0
TCGA-66-2787-01A	57 years, male, stage:ia	0.0
TCGA-60-2703-01A	73 years, male, white, stage:iib	0.0
TCGA-85-8666-01A	65 years, male, white, stage:ib	0.0
TCGA-18-4083-01A	63 years, male, white, stage:iib	0.0
TCGA-85-7699-01A	73 years, male, white, stage:iiia	0.0
TCGA-43-5670-01A	70 years, male, white, stage:iia	0.0
TCGA-22-5471-01A	76 years, male, white, stage:ib	0.0
TCGA-96-A4JK-01A	65 years, male, white, stage:iia	0.0
TCGA-18-4721-01A	74 years, male, white, stage:ia	0.0
TCGA-85-A512-01A	46 years, male, white, stage:iia	0.0
TCGA-56-8201-01A	74 years, male, white, stage:iib	0.0
TCGA-66-2780-01A	65 years, male, stage:ib	0.0
TCGA-90-7767-01A	56 years, male, white, stage:iib	0.0
TCGA-85-8354-01A	53 years, male, white, stage:ib	0.0
TCGA-98-8023-01A	70 years, male, white, stage:iiia	0.0
TCGA-77-7463-01A	75 years, male, white, stage:ib	0.0
TCGA-85-A4JB-01A	74 years, male, white, stage:iib	0.0
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib	0.0
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia	0.0
TCGA-85-7698-01A	48 years, male, white, stage:ia	0.0
TCGA-85-6561-01A	66 years, male, white, stage:ib	0.0
TCGA-22-4613-01A	73 years, female, white, stage:ia	0.0
TCGA-39-5040-01A	59 years, male, white, stage:iiia	0.0
TCGA-34-5239-01A	75 years, male, white, stage:iiia	0.0
TCGA-56-7579-01A	62 years, male, white, stage:iiia	0.0
TCGA-34-8456-01A	71 years, female, white, stage:iia	0.0
TCGA-66-2759-01A	66 years, male, stage:iiia	0.0
TCGA-33-4583-01A	73 years, male, white, stage:ia	0.0
TCGA-77-7139-01A	56 years, male, white, stage:iib	0.0
TCGA-85-A4CN-01A	56 years, female, white, stage:iib	0.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib	0.0
TCGA-66-2755-01A	63 years, male, stage:ib	0.0
TCGA-34-5240-01A	73 years, female, white, stage:iib	0.0
TCGA-18-3412-01A	52 years, male, white, stage:ib	0.0
TCGA-56-8308-01A	79 years, male, white, stage:iib	0.0
TCGA-63-6202-01A	male, stage:iia	0.0
TCGA-43-A474-01A	66 years, male, white, stage:iia	0.0
TCGA-21-1079-01A	71 years, male, white, stage:iiia	0.0
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia	0.0
TCGA-60-2719-01A	83 years, female, white, stage:ib	0.0
TCGA-98-A538-01A	67 years, male, white, stage:iib	0.0
TCGA-21-1080-01A	66 years, male, white, stage:ib	0.0
TCGA-85-7710-01A	59 years, female, white, stage:ia	0.0
TCGA-22-0944-01A	61 years, male, white, stage:ib	0.0
TCGA-85-8052-01A	53 years, male, white, stage:iib	0.0
TCGA-85-8352-01A	67 years, male, white, stage:iiia	0.0
TCGA-77-8156-01A	60 years, male, stage:ib	0.0
TCGA-85-A4QR-01A	67 years, male, white, stage:ib	0.0
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib	0.0
TCGA-60-2711-01A	64 years, female, white, stage:ib	0.0
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia	0.0
TCGA-34-7107-01A	70 years, male, white, stage:ii	0.0
TCGA-77-8144-01A	70 years, male, stage:ib	0.0
TCGA-77-7337-01A	65 years, male, white, stage:iib	0.0
TCGA-85-8479-01A	66 years, male, white, stage:ia	0.0
TCGA-77-8154-01A	67 years, male, stage:ia	0.0
TCGA-85-8288-01A	70 years, male, white, stage:iia	0.0
TCGA-34-5928-01A	83 years, female, white, stage:iib	0.0
TCGA-85-6560-01A	59 years, male, white, stage:iia	0.0
TCGA-22-4604-01A	73 years, male, white, stage:iia	0.0
TCGA-18-3416-01A	83 years, male, stage:iib	0.0
TCGA-56-8304-01A	73 years, female, white, stage:ia	0.0
TCGA-90-7769-01A	55 years, male, white, stage:iib	0.0
TCGA-85-7950-01A	46 years, male, white, stage:ib	0.0
TCGA-70-6723-01A	65 years, male, asian, stage:iia	0.0
TCGA-77-8128-01A	60 years, male, stage:iiia	0.0
TCGA-37-3783-01A	51 years, male, white, stage:iiia	0.0
TCGA-77-8008-01A	68 years, male, stage:ib	0.0
TCGA-85-6798-01A	57 years, male, white, stage:iiia	0.0
TCGA-77-8139-01A	72 years, male, stage:iib	0.0
TCGA-43-7657-01A	68 years, female, white, stage:ia	0.0
TCGA-60-2716-01A	39 years, male, stage:iib	0.0
TCGA-77-8148-01A	68 years, male, stage:iiia	0.0
TCGA-85-7843-01A	50 years, male, white, stage:iia	0.0
TCGA-43-8115-01A	72 years, female, white, stage:iia	0.0
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia	0.0
TCGA-77-6842-01A	79 years, male, white, stage:iib	0.0
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib	0.0
TCGA-21-1078-01A	77 years, male, white, stage:ib	0.0
TCGA-37-3792-01A	69 years, male, white, stage:ib	0.0
TCGA-66-2792-01A	58 years, male, stage:iib	0.0
TCGA-68-7755-01A	60 years, female, white, stage:iia	0.0
TCGA-21-5786-01A	64 years, male, white, stage:ib	0.0
TCGA-43-6771-01A	85 years, male, white, stage:ib	0.0
TCGA-33-4566-01A	40 years, male, white, stage:ib	0.0
TCGA-37-4129-01A	52 years, female, white, stage:ia	0.0
TCGA-37-A5EM-01A	49 years, male, white, stage:ii	0.0
TCGA-56-7823-01B	58 years, female, white, stage:iia	0.0
TCGA-77-8150-01A	64 years, male, stage:iiia	0.0
TCGA-77-A5G3-01A	63 years, male, stage:iib	0.0
TCGA-92-7341-01A	71 years, male, white, stage:ib	0.0

Show all

LUNG CANCER - Protein expression

	Antibody HPA047374	Antibody HPA052359
Antibody staining
High
Medium
Low
Not detected

Intensity
Strong
Moderate
Weak
Negative

Quantity
>75%
75%-25%
<25%
Rare
Negative

Location
Cytoplasmic/membranous,nuclear
Cytoplasmic/membranous
Nuclear
None

Click images for details