Expression of APOL1 in colorectal cancer

COLORECTAL CANCER - Survival analysis

Colorectal cancer	Colon Adenocarcinoma (COAD)	Rectum Adenocarcinoma (READ)

Best separation

Median separation

Expression cutoff

12.8 FPKM

22.5 FPKM

5-year survival high

65%

5-year survival low

49%

58%

Log-rank P value

1.57e-1

6.47e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

34.9

Number of samples

597

Samples

Sample	Description	FPKM
TCGA-CM-4743-01A	69 years, male, white, stage:iia	372.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii	335.9
TCGA-CK-4951-01A	79 years, female, white, stage:iia	226.8
TCGA-AA-A01P-01A	80 years, female, stage:iii	214.8
TCGA-AA-A00R-01A	64 years, female, stage:i	206.0
TCGA-AA-A02R-01A	84 years, female, stage:iia	187.7
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	185.6
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	182.9
TCGA-AA-3979-01A	84 years, male, stage:iia	180.5
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	166.8
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	154.4
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	147.3
TCGA-G4-6321-01A	60 years, female, white, stage:iii	146.5
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	139.6
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	138.9
TCGA-AD-6548-01A	81 years, female, white, stage:i	135.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia	133.2
TCGA-AA-3869-01A	76 years, male, stage:iv	131.4
TCGA-AG-3892-01A	57 years, female, stage:i	129.8
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	127.3
TCGA-G4-6586-01A	74 years, female, white, stage:iia	125.7
TCGA-AA-3980-01A	89 years, female, stage:i	125.1
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	124.9
TCGA-DM-A280-01A	70 years, female, white, stage:iia	120.4
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	119.6
TCGA-AA-3815-01A	65 years, female, stage:iia	118.0
TCGA-D5-6540-01A	66 years, male, white, stage:i	113.9
TCGA-D5-6928-01A	80 years, male, white, stage:iia	110.3
TCGA-CM-4744-01A	69 years, male, white, stage:i	109.7
TCGA-AA-3526-01A	57 years, male, stage:i	107.7
TCGA-AA-3543-01A	84 years, male, stage:i	107.4
TCGA-AA-3949-01A	87 years, female, stage:iiib	106.2
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	104.5
TCGA-G4-6302-01A	90 years, female, white, stage:iia	103.4
TCGA-AG-3600-01A	62 years, male, stage:iiic	102.2
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	98.6
TCGA-DC-6156-01A	62 years, male, white, stage:iva	97.0
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	95.2
TCGA-A6-6780-01A	74 years, male, white, stage:iia	95.0
TCGA-AD-6964-01A	58 years, male, white	93.7
TCGA-AG-3608-01A	79 years, female, stage:iia	90.9
TCGA-AA-3681-01A	77 years, female, stage:iii	90.6
TCGA-A6-3809-01A	71 years, female, white, stage:iib	89.9
TCGA-F4-6570-01A	78 years, female, white, stage:iia	89.4
TCGA-A6-6653-01A	82 years, male, white, stage:i	89.3
TCGA-AA-A01K-01A	74 years, female, stage:iiic	89.2
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	88.2
TCGA-AG-A008-01A	50 years, female, stage:i	84.6
TCGA-D5-6530-01A	53 years, male, white, stage:i	84.6
TCGA-CM-5861-01A	63 years, female, white, stage:iia	84.3
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	84.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	82.7
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	81.3
TCGA-AA-3710-01A	80 years, female, stage:iia	81.3
TCGA-AA-A03F-01A	90 years, female, stage:iii	80.6
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	78.8
TCGA-F5-6814-01A	57 years, male, white, stage:iia	78.6
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	78.6
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	78.1
TCGA-AA-A00D-01A	70 years, male, stage:i	77.8
TCGA-AA-3678-01A	60 years, female, stage:iii	77.1
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	75.9
TCGA-G4-6306-01A	71 years, male, white	75.8
TCGA-AU-6004-01A	69 years, female, white, stage:i	74.2
TCGA-D5-6927-01A	34 years, male, white, stage:iia	74.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	73.7
TCGA-AA-3518-01A	81 years, female, stage:iia	73.1
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	72.5
TCGA-AA-3660-01A	51 years, female, stage:ii	72.4
TCGA-AA-A00K-01A	79 years, male, stage:iia	72.4
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	71.8
TCGA-AG-3599-01A	70 years, male, stage:i	71.5
TCGA-AD-5900-01A	67 years, male, white, stage:i	71.3
TCGA-AF-3400-01A	54 years, male, white, stage:iia	70.9
TCGA-CK-5913-01A	58 years, female, white, stage:iia	70.6
TCGA-CM-6161-01A	36 years, female, white, stage:i	70.2
TCGA-AA-A02E-01A	82 years, female, stage:iv	68.4
TCGA-AG-3594-01A	77 years, male, stage:iia	67.9
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	67.8
TCGA-AA-A01X-01A	80 years, female, stage:iii	67.8
TCGA-AH-6549-01A	66 years, male, white	67.7
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	67.6
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	66.2
TCGA-AA-3516-01A	74 years, female, stage:iii	65.6
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	65.6
TCGA-D5-6534-01A	62 years, female, white, stage:iia	65.4
TCGA-AM-5821-01A	68 years, female, white, stage:iia	64.8
TCGA-AA-A01V-01A	59 years, male, stage:i	62.3
TCGA-AG-A00C-01A	49 years, female, stage:iiib	61.3
TCGA-AA-3966-01A	89 years, female, stage:iia	61.1
TCGA-D5-7000-01A	79 years, female, white, stage:i	60.5
TCGA-AA-3715-01A	77 years, male, stage:ii	60.0
TCGA-AA-3554-01A	62 years, female, stage:iia	58.7
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	58.6
TCGA-G4-6303-01A	54 years, female, white, stage:iv	58.0
TCGA-G4-6628-01A	78 years, male, white, stage:i	57.0
TCGA-AA-A010-01A	46 years, female, stage:iib	56.7
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	56.6
TCGA-D5-6529-01A	69 years, male, white, stage:iia	56.4
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	56.4
TCGA-AA-3544-01A	68 years, male, stage:i	56.1
TCGA-AG-3725-01A	90 years, female, stage:iii	56.0
TCGA-AD-6963-01A	58 years, male, white	54.9
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	52.4
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	51.7
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	51.5
TCGA-DC-5337-01A	69 years, male, white, stage:i	51.5
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	50.3
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	50.3
TCGA-AA-A01R-01A	47 years, male, stage:iii	50.1
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	50.0
TCGA-D5-6541-01A	49 years, male, white, stage:iia	49.6
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	49.4
TCGA-AA-3986-01A	73 years, male, stage:i	49.0
TCGA-AA-A00L-01A	66 years, male, stage:iia	49.0
TCGA-AD-6890-01A	65 years, male, white	48.9
TCGA-CK-5916-01A	71 years, female, white, stage:i	48.7
TCGA-AA-3517-01A	60 years, male, stage:iia	48.4
TCGA-AG-3586-01A	72 years, female, stage:iii	48.4
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	48.3
TCGA-AA-3697-01A	77 years, male, stage:ii	48.1
TCGA-AG-3580-01A	67 years, male, stage:i	47.9
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	47.8
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	47.5
TCGA-AG-A015-01A	64 years, female, stage:i	46.7
TCGA-AA-A00N-01A	75 years, male, stage:iib	46.7
TCGA-AG-3584-01A	60 years, male, stage:iv	46.4
TCGA-G4-6588-01A	58 years, female, white, stage:iia	46.3
TCGA-AA-A02Y-01A	73 years, male, stage:i	46.1
TCGA-F4-6806-01A	59 years, female, white, stage:i	44.8
TCGA-G4-6627-01A	84 years, male, white, stage:iia	44.6
TCGA-F4-6856-01A	45 years, male, white, stage:i	44.4
TCGA-AA-3672-01A	90 years, female, stage:iii	44.3
TCGA-AA-3870-01A	71 years, female, stage:iv	44.2
TCGA-CM-6674-01A	39 years, male, white, stage:iia	43.9
TCGA-AA-3664-01A	74 years, female, stage:ii	43.5
TCGA-AD-6901-01A	78 years, male, white	42.7
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	42.4
TCGA-AA-3552-01A	85 years, male, stage:iiic	42.2
TCGA-A6-2676-01A	75 years, female, white, stage:iib	42.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	41.9
TCGA-AG-3587-01A	65 years, male, stage:i	41.5
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	41.3
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	41.2
TCGA-AA-3655-01A	68 years, male, stage:ii	40.5
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	40.4
TCGA-D5-6930-01A	67 years, male, white, stage:iia	40.3
TCGA-D5-6531-01A	75 years, male, white, stage:iia	40.1
TCGA-AA-3673-01A	53 years, female, stage:ii	39.8
TCGA-AG-3901-01A	67 years, female, stage:iiib	39.1
TCGA-AH-6897-01A	48 years, male, white, stage:i	38.7
TCGA-D5-6924-01A	68 years, male, white, stage:iia	38.6
TCGA-CM-5349-01A	68 years, female, white, stage:iia	38.4
TCGA-AA-3525-01A	90 years, male, stage:iiib	38.3
TCGA-AA-A00Z-01A	70 years, male, stage:iia	37.7
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	37.6
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	37.5
TCGA-AA-3833-01A	63 years, female, stage:iia	37.5
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	37.3
TCGA-CK-6747-01A	87 years, female, white, stage:iia	37.2
TCGA-WS-AB45-01A	female, black or african american, stage:iia	37.0
TCGA-AA-3854-01A	71 years, female, stage:i	37.0
TCGA-AG-3611-01A	72 years, male, stage:iia	36.9
TCGA-F5-6812-01A	67 years, male, white, stage:iia	36.8
TCGA-AA-3534-01A	78 years, female, stage:iia	36.8
TCGA-AA-3662-01A	80 years, female, stage:iv	36.8
TCGA-AA-A00A-01A	80 years, male, stage:iia	36.8
TCGA-CK-4948-01B	45 years, female, white, stage:iii	36.6
TCGA-AG-3898-01A	61 years, male, stage:iia	36.6
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	36.2
TCGA-AG-3731-01A	65 years, male, stage:iv	35.9
TCGA-AA-A00E-01A	65 years, male, stage:iia	35.5
TCGA-AA-A024-01A	81 years, male, stage:ii	35.5
TCGA-F4-6463-01A	51 years, male, white, stage:iia	35.4
TCGA-AA-3821-01A	81 years, female, stage:i	35.3
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	35.0
TCGA-AG-3882-01A	66 years, female, stage:i	34.9
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	34.8
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	34.8
TCGA-AA-A029-01A	67 years, male, stage:ii	34.7
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	34.5
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	34.4
TCGA-G4-6625-01A	77 years, female, white, stage:iia	34.4
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	34.1
TCGA-DC-6158-01A	70 years, male, white, stage:i	33.8
TCGA-CL-5918-01A	90 years, female, white, stage:iia	33.7
TCGA-F5-6811-01A	72 years, female, white, stage:iia	33.7
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	33.6
TCGA-AA-A01F-01A	72 years, male, stage:iiib	33.5
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	33.5
TCGA-AA-3489-01A	75 years, male, stage:ii	33.1
TCGA-AY-6197-01A	60 years, male, white, stage:iia	32.9
TCGA-AZ-6599-01A	72 years, male, white, stage:i	32.9
TCGA-F4-6569-01A	60 years, male, white, stage:i	32.7
TCGA-AG-3598-01A	69 years, male, stage:iia	32.5
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	32.5
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	32.4
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	32.0
TCGA-AA-3522-01A	67 years, male, stage:iia	31.4
TCGA-AG-3582-01A	75 years, male, stage:iv	31.3
TCGA-AZ-5407-01A	51 years, female, white, stage:i	31.3
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	31.1
TCGA-A6-6140-01A	62 years, male, white, stage:iia	31.1
TCGA-DC-6682-01A	57 years, male, white, stage:iia	31.0
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	30.9
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	30.5
TCGA-A6-6138-01A	61 years, male, white, stage:i	30.5
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	30.4
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	30.3
TCGA-AA-3519-01A	63 years, male, stage:iii	30.3
TCGA-AA-A03J-01A	65 years, female, stage:i	30.1
TCGA-AG-A02N-01A	67 years, male, stage:ii	29.9
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	29.9
TCGA-CM-5860-01A	44 years, male, white, stage:iia	29.9
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	29.7
TCGA-AA-3861-01A	72 years, male, stage:iia	29.1
TCGA-EI-7004-01A	37 years, female, white	29.1
TCGA-AA-3877-01A	83 years, female, stage:i	29.1
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	28.9
TCGA-AA-3532-01A	63 years, male, stage:iia	28.9
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	28.8
TCGA-A6-3808-01A	73 years, male, white, stage:iia	28.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	28.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib	28.6
TCGA-AG-3575-01A	51 years, male, stage:ii	28.6
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	28.6
TCGA-A6-2682-01A	70 years, male, white, stage:iv	28.5
TCGA-AA-A01Q-01A	48 years, female, stage:ii	28.5
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	28.4
TCGA-AU-3779-01A	80 years, female, white, stage:iia	28.4
TCGA-AG-3902-01A	61 years, male, stage:iia	28.4
TCGA-G4-6297-01A	55 years, female, white, stage:iv	28.3
TCGA-AA-3864-01A	71 years, male, stage:ii	28.0
TCGA-AH-6547-01A	79 years, female, white	28.0
TCGA-AA-3496-01A	83 years, female, stage:ii	27.9
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	27.6
TCGA-AZ-6603-01A	77 years, female, white	27.6
TCGA-F4-6854-01A	77 years, female, white, stage:iia	27.6
TCGA-EF-5830-01A	54 years, male, white, stage:iib	27.6
TCGA-AA-3509-01A	54 years, female, stage:ii	27.4
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	27.2
TCGA-EI-6882-01A	59 years, male, white, stage:iia	27.1
TCGA-AA-3956-01A	65 years, male, stage:iia	26.9
TCGA-AA-3994-01A	69 years, male, stage:iiib	26.9
TCGA-AA-3844-01A	78 years, female, stage:iiic	26.8
TCGA-EI-6883-01A	63 years, male, white, stage:iic	26.8
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	26.8
TCGA-AG-A02X-01A	77 years, male, stage:i	26.7
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	26.4
TCGA-AG-4022-01A	59 years, female, stage:ii	26.3
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	26.1
TCGA-A6-6782-01A	82 years, male, white, stage:iib	26.1
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	26.0
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	26.0
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	25.9
TCGA-F5-6861-01A	60 years, female, white, stage:iia	25.7
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	25.6
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	25.3
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	25.2
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	25.2
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	25.2
TCGA-A6-6142-01A	56 years, female, white, stage:iva	25.2
TCGA-CM-6677-01A	75 years, female, white, stage:iia	25.1
TCGA-F4-6805-01A	58 years, female, white, stage:iia	25.1
TCGA-AF-5654-01A	73 years, female, white, stage:i	25.0
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	24.9
TCGA-AF-2691-01A	48 years, female, white, stage:i	24.8
TCGA-F4-6809-01A	52 years, female, white, stage:iva	24.6
TCGA-AG-3742-01A	85 years, female, stage:i	24.5
TCGA-AA-A00O-01A	83 years, female, stage:iiic	24.5
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	24.5
TCGA-G4-6314-01A	76 years, female, white, stage:iv	24.3
TCGA-AA-A02O-01A	82 years, male, stage:ii	24.3
TCGA-AG-4008-01A	63 years, male, stage:iia	24.2
TCGA-D5-5537-01A	83 years, male, white	24.0
TCGA-AA-3556-01A	78 years, male, stage:i	24.0
TCGA-AA-3713-01A	68 years, male, stage:iv	23.9
TCGA-AA-A004-01A	76 years, male, stage:iia	23.9
TCGA-AA-3977-01A	65 years, male	23.8
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	23.8
TCGA-CM-6679-01A	58 years, male, white, stage:iia	23.7
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	23.7
TCGA-AA-3492-01A	90 years, female, stage:ii	23.6
TCGA-AA-A01I-01A	76 years, male, stage:i	23.5
TCGA-AG-4021-01A	84 years, female, stage:iv	23.5
TCGA-AA-3875-01A	78 years, female, stage:i	23.5
TCGA-AA-3495-01A	79 years, male, stage:i	23.5
TCGA-F5-6702-01A	71 years, male, white, stage:iva	23.5
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	23.3
TCGA-CM-6164-01A	46 years, female, white, stage:iia	23.2
TCGA-A6-2686-01A	81 years, female, white, stage:iia	23.1
TCGA-AA-3866-01A	78 years, female, stage:i	23.1
TCGA-A6-3810-01A	63 years, male, white, stage:iia	23.0
TCGA-AG-3609-01A	65 years, female, stage:iiic	22.9
TCGA-CI-6624-01C	53 years, female, white, stage:i	22.8
TCGA-F4-6808-01A	54 years, female, white, stage:i	22.7
TCGA-AY-4071-01A	63 years, female, white, stage:i	22.6
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	22.6
TCGA-AF-4110-01A	77 years, male, white, stage:iva	22.5
TCGA-AA-3856-01A	59 years, male, stage:iia	22.5
TCGA-F5-6571-01A	62 years, female, white, stage:iia	22.4
TCGA-AA-3950-01A	79 years, female, stage:iia	22.3
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	22.1
TCGA-CM-6163-01A	74 years, male, white, stage:i	22.0
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	22.0
TCGA-A6-2675-01A	78 years, male, white, stage:iia	21.9
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	21.8
TCGA-AH-6544-01A	60 years, male, white	21.8
TCGA-D5-6920-01A	77 years, female, white, stage:iia	21.8
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	21.8
TCGA-F5-6465-01A	64 years, female, white, stage:iia	21.8
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	21.7
TCGA-AA-3506-01A	77 years, male, stage:i	21.7
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	21.6
TCGA-AA-3680-01A	67 years, female, stage:iv	21.6
TCGA-AG-3593-01A	72 years, female, stage:iia	21.5
TCGA-EI-6885-01A	57 years, female, white, stage:iv	21.3
TCGA-AA-3831-01A	66 years, male, stage:iia	21.3
TCGA-EI-6510-01A	77 years, female, white	21.3
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	21.2
TCGA-G4-6295-01A	70 years, female, white, stage:ii	21.2
TCGA-AA-3811-01A	84 years, female, stage:iii	21.0
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	20.9
TCGA-AA-3851-01A	74 years, male, stage:iia	20.9
TCGA-CK-6751-01A	88 years, female, white, stage:i	20.9
TCGA-AA-3818-01A	78 years, female, stage:iia	20.7
TCGA-AA-3685-01A	69 years, male, stage:ii	20.7
TCGA-CI-6619-01B	41 years, male, white, stage:iv	20.7
TCGA-A6-2681-01A	73 years, female, white, stage:iia	20.4
TCGA-AA-3860-01A	53 years, female, stage:iiib	20.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	20.4
TCGA-AA-A01D-01A	47 years, female, stage:iiic	20.2
TCGA-A6-2674-01A	72 years, male, white, stage:iv	20.2
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	20.1
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	20.1
TCGA-A6-2679-01A	73 years, female, white, stage:iib	20.1
TCGA-AA-3510-01A	70 years, male, stage:ii	20.0
TCGA-CM-6165-01A	74 years, male, white, stage:iia	20.0
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	20.0
TCGA-AD-6889-01A	male, asian, stage:iia	19.9
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	19.9
TCGA-AA-A00J-01A	80 years, male, stage:iiib	19.8
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	19.8
TCGA-AG-3887-01A	68 years, male, stage:iia	19.6
TCGA-EI-6507-01A	60 years, male, white, stage:iia	19.5
TCGA-AG-3878-01A	64 years, male, stage:i	19.3
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	19.3
TCGA-AG-3591-01A	66 years, female, stage:iia	19.1
TCGA-AZ-4313-01A	51 years, female, white, stage:i	19.1
TCGA-AA-3530-01A	80 years, male, stage:i	19.0
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	18.9
TCGA-AG-4001-01A	74 years, female, stage:iia	18.9
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	18.9
TCGA-AA-3666-01A	68 years, male, stage:iii	18.8
TCGA-AA-3841-01A	66 years, male, stage:iia	18.7
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	18.7
TCGA-AH-6644-01A	73 years, male, white	18.7
TCGA-AF-2693-01A	75 years, male, white, stage:i	18.6
TCGA-AA-3989-01A	84 years, male, stage:iv	18.6
TCGA-AG-3890-01A	62 years, male, stage:i	18.6
TCGA-AA-A00W-01A	80 years, male, stage:i	18.5
TCGA-EI-6506-01A	78 years, female, white, stage:iia	18.5
TCGA-D5-6898-01A	51 years, female, white, stage:i	18.5
TCGA-EI-6514-01A	59 years, female, white, stage:iia	18.3
TCGA-CI-6623-01B	44 years, male, white, stage:i	18.3
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	18.2
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	18.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia	18.1
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	18.1
TCGA-AG-A026-01A	66 years, male, stage:ii	18.0
TCGA-F4-6855-01A	70 years, female, white, stage:iia	17.9
TCGA-AA-3663-01A	42 years, male, stage:ii	17.7
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	17.6
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	17.6
TCGA-AA-3930-01A	66 years, male, stage:iv	17.6
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	17.6
TCGA-AG-3893-01A	74 years, male, stage:iiib	17.5
TCGA-EI-7002-01A	58 years, male, white, stage:iv	17.5
TCGA-AA-A02F-01A	68 years, female, stage:iv	17.4
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	17.2
TCGA-AA-A02H-01A	74 years, female, stage:iv	17.2
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	17.2
TCGA-AA-A01C-01A	75 years, male, stage:iiia	17.2
TCGA-AA-3971-01A	58 years, male, stage:iii	17.2
TCGA-AA-3855-01A	72 years, male, stage:i	17.2
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	17.1
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	17.1
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	17.0
TCGA-AA-3939-01A	83 years, male, stage:iia	17.0
TCGA-AA-A01T-01A	63 years, female, stage:iii	17.0
TCGA-AA-3553-01A	61 years, female, stage:i	16.9
TCGA-G4-6320-01A	73 years, male, white, stage:iii	16.9
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	16.9
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	16.8
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	16.8
TCGA-AG-3732-01A	78 years, female, stage:i	16.8
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	16.8
TCGA-D5-6923-01A	57 years, male, white, stage:i	16.7
TCGA-AG-3728-01A	73 years, male, stage:iiib	16.6
TCGA-AG-A011-01A	80 years, male, stage:iia	16.6
TCGA-AF-6672-01A	43 years, male, white, stage:iv	16.5
TCGA-AG-A00Y-01A	68 years, male, stage:iia	16.4
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	16.4
TCGA-A6-5665-01A	84 years, female, white, stage:iia	16.4
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	16.3
TCGA-AG-3581-01A	63 years, male, stage:i	16.3
TCGA-AM-5820-01A	60 years, female, white, stage:iva	16.2
TCGA-AA-3560-01A	72 years, female, stage:iiic	16.1
TCGA-AA-A01S-01A	47 years, female, stage:iii	16.1
TCGA-AG-4007-01A	87 years, male, stage:iv	16.1
TCGA-AA-3970-01A	65 years, male, stage:iia	16.0
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	15.9
TCGA-G5-6572-01A	56 years, male, white	15.9
TCGA-A6-5666-01A	78 years, male, white, stage:iic	15.9
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	15.8
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	15.8
TCGA-AA-3837-01A	67 years, male, stage:iia	15.8
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	15.8
TCGA-AA-A00U-01A	50 years, male, stage:iiib	15.4
TCGA-DC-6160-01A	68 years, male, white, stage:i	15.3
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	15.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	15.1
TCGA-AA-3511-01A	64 years, male, stage:ii	15.1
TCGA-AG-3894-01A	65 years, male, stage:iia	15.0
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	15.0
TCGA-AA-3862-01A	82 years, male, stage:iia	15.0
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	14.8
TCGA-D5-6539-01A	45 years, female, white	14.8
TCGA-AA-3968-01A	55 years, female, stage:i	14.8
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	14.7
TCGA-AA-3982-01A	75 years, male, stage:iiib	14.5
TCGA-AA-3848-01A	82 years, female, stage:iiic	14.3
TCGA-G4-6311-01A	80 years, male, white, stage:iii	14.2
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	14.2
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	13.9
TCGA-AA-3947-01A	60 years, female, stage:iib	13.9
TCGA-CM-6170-01A	73 years, female, white, stage:i	13.8
TCGA-AA-A00F-01A	66 years, male, stage:iiic	13.8
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	13.7
TCGA-CI-6622-01A	74 years, male, white, stage:iib	13.7
TCGA-AA-3819-01A	41 years, female, stage:iia	13.7
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	13.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	13.4
TCGA-CM-6166-01A	48 years, female, white, stage:i	13.4
TCGA-CI-6620-01A	41 years, female, white, stage:iva	13.3
TCGA-D5-6533-01A	68 years, female, white	13.3
TCGA-AG-3592-01A	68 years, male, stage:iia	13.3
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	13.2
TCGA-AA-3696-01A	75 years, female, stage:iv	13.2
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	13.2
TCGA-DC-6681-01A	70 years, female, white, stage:iva	13.1
TCGA-AA-3520-01A	86 years, female, stage:ii	13.1
TCGA-CK-6748-01A	45 years, female, white, stage:iv	13.1
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	13.1
TCGA-A6-2671-01A	85 years, male, white, stage:iv	13.0
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	12.9
TCGA-G4-6626-01A	90 years, male, white, stage:iia	12.9
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	12.9
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	12.8
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	12.8
TCGA-AG-3727-01A	78 years, female, stage:iii	12.8
TCGA-AA-3549-01A	69 years, male, stage:i	12.8
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	12.7
TCGA-CM-5868-01A	59 years, female, white, stage:iva	12.7
TCGA-AG-A036-01A	71 years, male, stage:iii	12.7
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	12.6
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	12.5
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	12.5
TCGA-G4-6294-01A	76 years, male, white, stage:iv	12.5
TCGA-AA-3812-01A	82 years, female, stage:iia	12.5
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	12.5
TCGA-A6-2684-01C	75 years, female, white, stage:i	12.4
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	12.4
TCGA-AA-3502-01A	73 years, male, stage:i	12.3
TCGA-AA-3846-01A	74 years, female, stage:iia	12.2
TCGA-AA-3692-01A	47 years, female, stage:iv	12.2
TCGA-AG-A020-01A	57 years, female, stage:iii	12.1
TCGA-DC-6154-01A	57 years, female, white, stage:iva	12.1
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	12.0
TCGA-G4-6315-01A	66 years, male, white, stage:iv	12.0
TCGA-AG-A00H-01A	75 years, male, stage:iia	11.9
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	11.9
TCGA-AG-A01J-01A	59 years, female, stage:iia	11.9
TCGA-AA-A01G-01A	63 years, male, stage:iia	11.8
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	11.8
TCGA-AG-3885-01A	71 years, female, stage:iiib	11.7
TCGA-AA-3975-01A	80 years, male, stage:i	11.7
TCGA-CM-6171-01A	77 years, female, white, stage:i	11.7
TCGA-AA-3941-01A	84 years, female, stage:iva	11.7
TCGA-AA-A017-01A	57 years, female, stage:iia	11.6
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	11.6
TCGA-AA-3976-01A	70 years, male, stage:iiia	11.6
TCGA-AG-3881-01A	83 years, female, stage:iia	11.6
TCGA-AA-3548-01A	71 years, female, stage:iiic	11.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	11.3
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	11.3
TCGA-EF-5831-01A	72 years, male, white, stage:iia	11.2
TCGA-AA-3842-01A	51 years, male, stage:iiia	10.9
TCGA-CM-4747-01A	47 years, male, white, stage:iva	10.9
TCGA-AA-3679-01A	59 years, male, stage:iv	10.9
TCGA-D5-6929-01A	49 years, female, white, stage:iv	10.8
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	10.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	10.8
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	10.6
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	10.5
TCGA-DM-A282-01A	61 years, female, white, stage:iia	10.4
TCGA-AG-3574-01A	89 years, female, stage:ii	10.3
TCGA-DC-4749-01A	57 years, male, white, stage:i	10.2
TCGA-G5-6233-01A	74 years, male, white	10.1
TCGA-AA-3675-01A	84 years, male, stage:ii	10.1
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	10.1
TCGA-CM-6678-01A	63 years, female, white, stage:iva	9.9
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	9.9
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	9.9
TCGA-AG-3612-01A	55 years, female, stage:iiib	9.9
TCGA-AG-3726-01A	63 years, female, stage:i	9.9
TCGA-AA-3562-01A	82 years, male, stage:iiic	9.8
TCGA-AG-3883-01A	69 years, male, stage:i	9.8
TCGA-AA-A02W-01A	73 years, female, stage:i	9.6
TCGA-AG-A032-01A	68 years, male, stage:iiib	9.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	9.6
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	9.5
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	9.3
TCGA-AA-3972-01A	72 years, male, stage:iv	9.3
TCGA-AA-3667-01A	36 years, female, stage:i	9.3
TCGA-A6-6648-01A	56 years, male, white, stage:iva	9.3
TCGA-D5-6536-01A	73 years, male, white, stage:iia	9.1
TCGA-A6-5659-01A	82 years, male, white, stage:i	9.1
TCGA-AA-3688-01A	80 years, male, stage:iv	9.0
TCGA-AG-A02G-01A	66 years, male, stage:iv	9.0
TCGA-CM-6676-01A	82 years, male, white, stage:i	8.9
TCGA-CK-5912-01A	82 years, male, white, stage:i	8.8
TCGA-AA-3555-01A	81 years, female, stage:iia	8.8
TCGA-D5-6932-01A	69 years, male, white, stage:iia	8.8
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	8.6
TCGA-AA-A02K-01A	50 years, male, stage:iv	8.6
TCGA-DM-A1D8-01A	50 years, female, white	8.5
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	8.5
TCGA-CL-4957-01A	79 years, female	8.4
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	8.4
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	8.4
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	8.4
TCGA-AF-2692-01A	54 years, female, white, stage:iia	8.4
TCGA-AG-A014-01A	86 years, male, stage:i	8.3
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	8.3
TCGA-AG-A01N-01A	68 years, female, stage:iv	8.2
TCGA-AA-3858-01A	67 years, male, stage:i	8.2
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	8.1
TCGA-AA-3867-01A	74 years, male, stage:iv	8.0
TCGA-AG-A023-01A	62 years, female, stage:iv	7.8
TCGA-AA-3514-01A	81 years, female, stage:i	7.7
TCGA-AA-3973-01A	69 years, male, stage:iv	7.6
TCGA-AG-3896-01A	85 years, female, stage:i	7.6
TCGA-AG-3909-01A	69 years, female, stage:iiib	7.5
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	7.5
TCGA-AA-3488-01A	58 years, male, stage:iv	7.4
TCGA-AA-3561-01A	72 years, male, stage:iia	7.2
TCGA-AG-3999-01A	61 years, female, stage:iiic	7.2
TCGA-AA-3538-01A	54 years, female, stage:i	7.1
TCGA-D5-6532-01A	61 years, male, white, stage:iia	6.9
TCGA-AG-3578-01A	76 years, female, stage:iia	6.7
TCGA-AA-3531-01A	75 years, female, stage:iia	6.7
TCGA-AA-3524-01A	85 years, male, stage:ii	6.7
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	6.4
TCGA-CM-5864-01A	60 years, male, white, stage:i	6.3
TCGA-AA-3494-01A	55 years, male, stage:iv	6.3
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	6.2
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	5.8
TCGA-AA-3955-01A	38 years, male, stage:iiib	5.8
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	5.7
TCGA-AG-A025-01A	62 years, female, stage:i	5.5
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	5.5
TCGA-A6-5656-01B	74 years, male, white, stage:i	5.4
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	5.3
TCGA-AA-3952-01A	68 years, male, stage:iiic	5.1
TCGA-DM-A285-01A	71 years, female, white, stage:iv	5.1
TCGA-AA-A02J-01A	70 years, female, stage:iv	5.0
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	4.9
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	4.9
TCGA-AG-3583-01A	66 years, male, stage:iv	4.8
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	4.7
TCGA-AG-4005-01A	64 years, male, stage:iv	4.7
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	4.6
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	4.6
TCGA-A6-5662-01A	46 years, male, white, stage:iva	4.4
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	4.2
TCGA-AG-3605-01A	85 years, female, stage:iv	4.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii	4.1
TCGA-AG-A002-01A	35 years, male, stage:i	4.1
TCGA-CM-5862-01A	80 years, male, white, stage:iva	4.1
TCGA-AG-A016-01A	55 years, male, stage:iv	3.9
TCGA-D5-5540-01A	73 years, male, white, stage:iia	3.8
TCGA-A6-2683-01A	57 years, female, white, stage:iv	3.5
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	3.1
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	2.9
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	2.7
TCGA-AA-3542-01A	69 years, male, stage:iiic	2.2

Show all

Best separation

Median separation

Expression cutoff

21.6 FPKM

23.7 FPKM

5-year survival high

67%

69%

5-year survival low

59%

58%

Log-rank P value

1.36e-1

1.40e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

37.7

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-CM-4743-01A	69 years, male, white, stage:iia	372.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii	335.9
TCGA-CK-4951-01A	79 years, female, white, stage:iia	226.8
TCGA-AA-A01P-01A	80 years, female, stage:iii	214.8
TCGA-AA-A00R-01A	64 years, female, stage:i	206.0
TCGA-AA-A02R-01A	84 years, female, stage:iia	187.7
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	185.6
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	182.9
TCGA-AA-3979-01A	84 years, male, stage:iia	180.5
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	166.8
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	147.3
TCGA-G4-6321-01A	60 years, female, white, stage:iii	146.5
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	139.6
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	138.9
TCGA-AD-6548-01A	81 years, female, white, stage:i	135.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia	133.2
TCGA-AA-3869-01A	76 years, male, stage:iv	131.4
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	127.3
TCGA-G4-6586-01A	74 years, female, white, stage:iia	125.7
TCGA-AA-3980-01A	89 years, female, stage:i	125.1
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	124.9
TCGA-DM-A280-01A	70 years, female, white, stage:iia	120.4
TCGA-AA-3815-01A	65 years, female, stage:iia	118.0
TCGA-D5-6540-01A	66 years, male, white, stage:i	113.9
TCGA-D5-6928-01A	80 years, male, white, stage:iia	110.3
TCGA-CM-4744-01A	69 years, male, white, stage:i	109.7
TCGA-AA-3526-01A	57 years, male, stage:i	107.7
TCGA-AA-3543-01A	84 years, male, stage:i	107.4
TCGA-AA-3949-01A	87 years, female, stage:iiib	106.2
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	104.5
TCGA-G4-6302-01A	90 years, female, white, stage:iia	103.4
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	95.2
TCGA-A6-6780-01A	74 years, male, white, stage:iia	95.0
TCGA-AD-6964-01A	58 years, male, white	93.7
TCGA-AA-3681-01A	77 years, female, stage:iii	90.6
TCGA-A6-3809-01A	71 years, female, white, stage:iib	89.9
TCGA-F4-6570-01A	78 years, female, white, stage:iia	89.4
TCGA-A6-6653-01A	82 years, male, white, stage:i	89.3
TCGA-AA-A01K-01A	74 years, female, stage:iiic	89.2
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	88.2
TCGA-D5-6530-01A	53 years, male, white, stage:i	84.6
TCGA-CM-5861-01A	63 years, female, white, stage:iia	84.3
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	84.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	82.7
TCGA-AA-3710-01A	80 years, female, stage:iia	81.3
TCGA-AA-A03F-01A	90 years, female, stage:iii	80.6
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	78.8
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	78.6
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	78.1
TCGA-AA-A00D-01A	70 years, male, stage:i	77.8
TCGA-AA-3678-01A	60 years, female, stage:iii	77.1
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	75.9
TCGA-G4-6306-01A	71 years, male, white	75.8
TCGA-AU-6004-01A	69 years, female, white, stage:i	74.2
TCGA-D5-6927-01A	34 years, male, white, stage:iia	74.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	73.7
TCGA-AA-3518-01A	81 years, female, stage:iia	73.1
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	72.5
TCGA-AA-3660-01A	51 years, female, stage:ii	72.4
TCGA-AA-A00K-01A	79 years, male, stage:iia	72.4
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	71.8
TCGA-AD-5900-01A	67 years, male, white, stage:i	71.3
TCGA-CK-5913-01A	58 years, female, white, stage:iia	70.6
TCGA-CM-6161-01A	36 years, female, white, stage:i	70.2
TCGA-AA-A02E-01A	82 years, female, stage:iv	68.4
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	67.8
TCGA-AA-A01X-01A	80 years, female, stage:iii	67.8
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	67.6
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	66.2
TCGA-AA-3516-01A	74 years, female, stage:iii	65.6
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	65.6
TCGA-D5-6534-01A	62 years, female, white, stage:iia	65.4
TCGA-AM-5821-01A	68 years, female, white, stage:iia	64.8
TCGA-AA-A01V-01A	59 years, male, stage:i	62.3
TCGA-AA-3966-01A	89 years, female, stage:iia	61.1
TCGA-D5-7000-01A	79 years, female, white, stage:i	60.5
TCGA-AA-3715-01A	77 years, male, stage:ii	60.0
TCGA-AA-3554-01A	62 years, female, stage:iia	58.7
TCGA-G4-6303-01A	54 years, female, white, stage:iv	58.0
TCGA-G4-6628-01A	78 years, male, white, stage:i	57.0
TCGA-AA-A010-01A	46 years, female, stage:iib	56.7
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	56.6
TCGA-D5-6529-01A	69 years, male, white, stage:iia	56.4
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	56.4
TCGA-AA-3544-01A	68 years, male, stage:i	56.1
TCGA-AD-6963-01A	58 years, male, white	54.9
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	52.4
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	51.7
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	51.5
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	50.3
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	50.3
TCGA-AA-A01R-01A	47 years, male, stage:iii	50.1
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	50.0
TCGA-D5-6541-01A	49 years, male, white, stage:iia	49.6
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	49.4
TCGA-AA-3986-01A	73 years, male, stage:i	49.0
TCGA-AA-A00L-01A	66 years, male, stage:iia	49.0
TCGA-AD-6890-01A	65 years, male, white	48.9
TCGA-CK-5916-01A	71 years, female, white, stage:i	48.7
TCGA-AA-3517-01A	60 years, male, stage:iia	48.4
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	48.3
TCGA-AA-3697-01A	77 years, male, stage:ii	48.1
TCGA-AA-A00N-01A	75 years, male, stage:iib	46.7
TCGA-G4-6588-01A	58 years, female, white, stage:iia	46.3
TCGA-AA-A02Y-01A	73 years, male, stage:i	46.1
TCGA-F4-6806-01A	59 years, female, white, stage:i	44.8
TCGA-G4-6627-01A	84 years, male, white, stage:iia	44.6
TCGA-F4-6856-01A	45 years, male, white, stage:i	44.4
TCGA-AA-3672-01A	90 years, female, stage:iii	44.3
TCGA-AA-3870-01A	71 years, female, stage:iv	44.2
TCGA-CM-6674-01A	39 years, male, white, stage:iia	43.9
TCGA-AA-3664-01A	74 years, female, stage:ii	43.5
TCGA-AD-6901-01A	78 years, male, white	42.7
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	42.4
TCGA-AA-3552-01A	85 years, male, stage:iiic	42.2
TCGA-A6-2676-01A	75 years, female, white, stage:iib	42.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	41.9
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	41.2
TCGA-AA-3655-01A	68 years, male, stage:ii	40.5
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	40.4
TCGA-D5-6930-01A	67 years, male, white, stage:iia	40.3
TCGA-D5-6531-01A	75 years, male, white, stage:iia	40.1
TCGA-AA-3673-01A	53 years, female, stage:ii	39.8
TCGA-D5-6924-01A	68 years, male, white, stage:iia	38.6
TCGA-CM-5349-01A	68 years, female, white, stage:iia	38.4
TCGA-AA-3525-01A	90 years, male, stage:iiib	38.3
TCGA-AA-A00Z-01A	70 years, male, stage:iia	37.7
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	37.6
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	37.5
TCGA-AA-3833-01A	63 years, female, stage:iia	37.5
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	37.3
TCGA-CK-6747-01A	87 years, female, white, stage:iia	37.2
TCGA-WS-AB45-01A	female, black or african american, stage:iia	37.0
TCGA-AA-3854-01A	71 years, female, stage:i	37.0
TCGA-AA-3534-01A	78 years, female, stage:iia	36.8
TCGA-AA-3662-01A	80 years, female, stage:iv	36.8
TCGA-AA-A00A-01A	80 years, male, stage:iia	36.8
TCGA-CK-4948-01B	45 years, female, white, stage:iii	36.6
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	36.2
TCGA-AA-A00E-01A	65 years, male, stage:iia	35.5
TCGA-AA-A024-01A	81 years, male, stage:ii	35.5
TCGA-F4-6463-01A	51 years, male, white, stage:iia	35.4
TCGA-AA-3821-01A	81 years, female, stage:i	35.3
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	35.0
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	34.8
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	34.8
TCGA-AA-A029-01A	67 years, male, stage:ii	34.7
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	34.5
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	34.4
TCGA-G4-6625-01A	77 years, female, white, stage:iia	34.4
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	34.1
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	33.6
TCGA-AA-A01F-01A	72 years, male, stage:iiib	33.5
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	33.5
TCGA-AA-3489-01A	75 years, male, stage:ii	33.1
TCGA-AY-6197-01A	60 years, male, white, stage:iia	32.9
TCGA-AZ-6599-01A	72 years, male, white, stage:i	32.9
TCGA-F4-6569-01A	60 years, male, white, stage:i	32.7
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	32.4
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	32.0
TCGA-AA-3522-01A	67 years, male, stage:iia	31.4
TCGA-AZ-5407-01A	51 years, female, white, stage:i	31.3
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	31.1
TCGA-A6-6140-01A	62 years, male, white, stage:iia	31.1
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	30.5
TCGA-A6-6138-01A	61 years, male, white, stage:i	30.5
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	30.4
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	30.3
TCGA-AA-3519-01A	63 years, male, stage:iii	30.3
TCGA-AA-A03J-01A	65 years, female, stage:i	30.1
TCGA-CM-5860-01A	44 years, male, white, stage:iia	29.9
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	29.7
TCGA-AA-3861-01A	72 years, male, stage:iia	29.1
TCGA-AA-3877-01A	83 years, female, stage:i	29.1
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	28.9
TCGA-AA-3532-01A	63 years, male, stage:iia	28.9
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	28.8
TCGA-A6-3808-01A	73 years, male, white, stage:iia	28.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	28.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib	28.6
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	28.6
TCGA-A6-2682-01A	70 years, male, white, stage:iv	28.5
TCGA-AA-A01Q-01A	48 years, female, stage:ii	28.5
TCGA-AU-3779-01A	80 years, female, white, stage:iia	28.4
TCGA-G4-6297-01A	55 years, female, white, stage:iv	28.3
TCGA-AA-3864-01A	71 years, male, stage:ii	28.0
TCGA-AA-3496-01A	83 years, female, stage:ii	27.9
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	27.6
TCGA-AZ-6603-01A	77 years, female, white	27.6
TCGA-F4-6854-01A	77 years, female, white, stage:iia	27.6
TCGA-AA-3509-01A	54 years, female, stage:ii	27.4
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	27.2
TCGA-AA-3956-01A	65 years, male, stage:iia	26.9
TCGA-AA-3994-01A	69 years, male, stage:iiib	26.9
TCGA-AA-3844-01A	78 years, female, stage:iiic	26.8
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	26.8
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	26.4
TCGA-A6-6782-01A	82 years, male, white, stage:iib	26.1
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	26.0
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	25.9
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	25.6
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	25.2
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	25.2
TCGA-A6-6142-01A	56 years, female, white, stage:iva	25.2
TCGA-CM-6677-01A	75 years, female, white, stage:iia	25.1
TCGA-F4-6805-01A	58 years, female, white, stage:iia	25.1
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	24.9
TCGA-F4-6809-01A	52 years, female, white, stage:iva	24.6
TCGA-AA-A00O-01A	83 years, female, stage:iiic	24.5
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	24.5
TCGA-G4-6314-01A	76 years, female, white, stage:iv	24.3
TCGA-AA-A02O-01A	82 years, male, stage:ii	24.3
TCGA-D5-5537-01A	83 years, male, white	24.0
TCGA-AA-3556-01A	78 years, male, stage:i	24.0
TCGA-AA-3713-01A	68 years, male, stage:iv	23.9
TCGA-AA-A004-01A	76 years, male, stage:iia	23.9
TCGA-AA-3977-01A	65 years, male	23.8
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	23.8
TCGA-CM-6679-01A	58 years, male, white, stage:iia	23.7
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	23.7
TCGA-AA-3492-01A	90 years, female, stage:ii	23.6
TCGA-AA-A01I-01A	76 years, male, stage:i	23.5
TCGA-AA-3875-01A	78 years, female, stage:i	23.5
TCGA-AA-3495-01A	79 years, male, stage:i	23.5
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	23.3
TCGA-CM-6164-01A	46 years, female, white, stage:iia	23.2
TCGA-A6-2686-01A	81 years, female, white, stage:iia	23.1
TCGA-AA-3866-01A	78 years, female, stage:i	23.1
TCGA-A6-3810-01A	63 years, male, white, stage:iia	23.0
TCGA-F4-6808-01A	54 years, female, white, stage:i	22.7
TCGA-AY-4071-01A	63 years, female, white, stage:i	22.6
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	22.6
TCGA-AA-3856-01A	59 years, male, stage:iia	22.5
TCGA-AA-3950-01A	79 years, female, stage:iia	22.3
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	22.1
TCGA-CM-6163-01A	74 years, male, white, stage:i	22.0
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	22.0
TCGA-A6-2675-01A	78 years, male, white, stage:iia	21.9
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	21.8
TCGA-D5-6920-01A	77 years, female, white, stage:iia	21.8
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	21.7
TCGA-AA-3506-01A	77 years, male, stage:i	21.7
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	21.6
TCGA-AA-3680-01A	67 years, female, stage:iv	21.6
TCGA-AA-3831-01A	66 years, male, stage:iia	21.3
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	21.2
TCGA-G4-6295-01A	70 years, female, white, stage:ii	21.2
TCGA-AA-3811-01A	84 years, female, stage:iii	21.0
TCGA-AA-3851-01A	74 years, male, stage:iia	20.9
TCGA-CK-6751-01A	88 years, female, white, stage:i	20.9
TCGA-AA-3818-01A	78 years, female, stage:iia	20.7
TCGA-AA-3685-01A	69 years, male, stage:ii	20.7
TCGA-A6-2681-01A	73 years, female, white, stage:iia	20.4
TCGA-AA-3860-01A	53 years, female, stage:iiib	20.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	20.4
TCGA-AA-A01D-01A	47 years, female, stage:iiic	20.2
TCGA-A6-2674-01A	72 years, male, white, stage:iv	20.2
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	20.1
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	20.1
TCGA-A6-2679-01A	73 years, female, white, stage:iib	20.1
TCGA-AA-3510-01A	70 years, male, stage:ii	20.0
TCGA-CM-6165-01A	74 years, male, white, stage:iia	20.0
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	20.0
TCGA-AD-6889-01A	male, asian, stage:iia	19.9
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	19.9
TCGA-AA-A00J-01A	80 years, male, stage:iiib	19.8
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	19.8
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	19.3
TCGA-AZ-4313-01A	51 years, female, white, stage:i	19.1
TCGA-AA-3530-01A	80 years, male, stage:i	19.0
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	18.9
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	18.9
TCGA-AA-3666-01A	68 years, male, stage:iii	18.8
TCGA-AA-3841-01A	66 years, male, stage:iia	18.7
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	18.7
TCGA-AA-3989-01A	84 years, male, stage:iv	18.6
TCGA-AA-A00W-01A	80 years, male, stage:i	18.5
TCGA-D5-6898-01A	51 years, female, white, stage:i	18.5
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	18.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia	18.1
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	18.1
TCGA-F4-6855-01A	70 years, female, white, stage:iia	17.9
TCGA-AA-3663-01A	42 years, male, stage:ii	17.7
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	17.6
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	17.6
TCGA-AA-3930-01A	66 years, male, stage:iv	17.6
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	17.6
TCGA-AA-A02F-01A	68 years, female, stage:iv	17.4
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	17.2
TCGA-AA-A02H-01A	74 years, female, stage:iv	17.2
TCGA-AA-A01C-01A	75 years, male, stage:iiia	17.2
TCGA-AA-3971-01A	58 years, male, stage:iii	17.2
TCGA-AA-3855-01A	72 years, male, stage:i	17.2
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	17.1
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	17.0
TCGA-AA-3939-01A	83 years, male, stage:iia	17.0
TCGA-AA-A01T-01A	63 years, female, stage:iii	17.0
TCGA-AA-3553-01A	61 years, female, stage:i	16.9
TCGA-G4-6320-01A	73 years, male, white, stage:iii	16.9
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	16.8
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	16.8
TCGA-D5-6923-01A	57 years, male, white, stage:i	16.7
TCGA-A6-5665-01A	84 years, female, white, stage:iia	16.4
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	16.3
TCGA-AM-5820-01A	60 years, female, white, stage:iva	16.2
TCGA-AA-3560-01A	72 years, female, stage:iiic	16.1
TCGA-AA-A01S-01A	47 years, female, stage:iii	16.1
TCGA-AA-3970-01A	65 years, male, stage:iia	16.0
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	15.9
TCGA-A6-5666-01A	78 years, male, white, stage:iic	15.9
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	15.8
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	15.8
TCGA-AA-3837-01A	67 years, male, stage:iia	15.8
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	15.8
TCGA-AA-A00U-01A	50 years, male, stage:iiib	15.4
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	15.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	15.1
TCGA-AA-3511-01A	64 years, male, stage:ii	15.1
TCGA-AA-3862-01A	82 years, male, stage:iia	15.0
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	14.8
TCGA-D5-6539-01A	45 years, female, white	14.8
TCGA-AA-3968-01A	55 years, female, stage:i	14.8
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	14.7
TCGA-AA-3982-01A	75 years, male, stage:iiib	14.5
TCGA-AA-3848-01A	82 years, female, stage:iiic	14.3
TCGA-G4-6311-01A	80 years, male, white, stage:iii	14.2
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	14.2
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	13.9
TCGA-AA-3947-01A	60 years, female, stage:iib	13.9
TCGA-CM-6170-01A	73 years, female, white, stage:i	13.8
TCGA-AA-A00F-01A	66 years, male, stage:iiic	13.8
TCGA-AA-3819-01A	41 years, female, stage:iia	13.7
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	13.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	13.4
TCGA-CM-6166-01A	48 years, female, white, stage:i	13.4
TCGA-D5-6533-01A	68 years, female, white	13.3
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	13.2
TCGA-AA-3696-01A	75 years, female, stage:iv	13.2
TCGA-AA-3520-01A	86 years, female, stage:ii	13.1
TCGA-CK-6748-01A	45 years, female, white, stage:iv	13.1
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	13.1
TCGA-A6-2671-01A	85 years, male, white, stage:iv	13.0
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	12.9
TCGA-G4-6626-01A	90 years, male, white, stage:iia	12.9
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	12.9
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	12.8
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	12.8
TCGA-AA-3549-01A	69 years, male, stage:i	12.8
TCGA-CM-5868-01A	59 years, female, white, stage:iva	12.7
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	12.6
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	12.5
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	12.5
TCGA-G4-6294-01A	76 years, male, white, stage:iv	12.5
TCGA-AA-3812-01A	82 years, female, stage:iia	12.5
TCGA-A6-2684-01C	75 years, female, white, stage:i	12.4
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	12.4
TCGA-AA-3502-01A	73 years, male, stage:i	12.3
TCGA-AA-3846-01A	74 years, female, stage:iia	12.2
TCGA-AA-3692-01A	47 years, female, stage:iv	12.2
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	12.0
TCGA-G4-6315-01A	66 years, male, white, stage:iv	12.0
TCGA-AA-A01G-01A	63 years, male, stage:iia	11.8
TCGA-AA-3975-01A	80 years, male, stage:i	11.7
TCGA-CM-6171-01A	77 years, female, white, stage:i	11.7
TCGA-AA-3941-01A	84 years, female, stage:iva	11.7
TCGA-AA-A017-01A	57 years, female, stage:iia	11.6
TCGA-AA-3976-01A	70 years, male, stage:iiia	11.6
TCGA-AA-3548-01A	71 years, female, stage:iiic	11.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	11.3
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	11.3
TCGA-AA-3842-01A	51 years, male, stage:iiia	10.9
TCGA-CM-4747-01A	47 years, male, white, stage:iva	10.9
TCGA-AA-3679-01A	59 years, male, stage:iv	10.9
TCGA-D5-6929-01A	49 years, female, white, stage:iv	10.8
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	10.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	10.8
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	10.6
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	10.5
TCGA-DM-A282-01A	61 years, female, white, stage:iia	10.4
TCGA-AA-3675-01A	84 years, male, stage:ii	10.1
TCGA-CM-6678-01A	63 years, female, white, stage:iva	9.9
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	9.9
TCGA-AA-3562-01A	82 years, male, stage:iiic	9.8
TCGA-AA-A02W-01A	73 years, female, stage:i	9.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	9.6
TCGA-AA-3972-01A	72 years, male, stage:iv	9.3
TCGA-AA-3667-01A	36 years, female, stage:i	9.3
TCGA-A6-6648-01A	56 years, male, white, stage:iva	9.3
TCGA-D5-6536-01A	73 years, male, white, stage:iia	9.1
TCGA-A6-5659-01A	82 years, male, white, stage:i	9.1
TCGA-AA-3688-01A	80 years, male, stage:iv	9.0
TCGA-CM-6676-01A	82 years, male, white, stage:i	8.9
TCGA-CK-5912-01A	82 years, male, white, stage:i	8.8
TCGA-AA-3555-01A	81 years, female, stage:iia	8.8
TCGA-D5-6932-01A	69 years, male, white, stage:iia	8.8
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	8.6
TCGA-AA-A02K-01A	50 years, male, stage:iv	8.6
TCGA-DM-A1D8-01A	50 years, female, white	8.5
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	8.5
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	8.4
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	8.3
TCGA-AA-3858-01A	67 years, male, stage:i	8.2
TCGA-AA-3867-01A	74 years, male, stage:iv	8.0
TCGA-AA-3514-01A	81 years, female, stage:i	7.7
TCGA-AA-3973-01A	69 years, male, stage:iv	7.6
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	7.5
TCGA-AA-3488-01A	58 years, male, stage:iv	7.4
TCGA-AA-3561-01A	72 years, male, stage:iia	7.2
TCGA-AA-3538-01A	54 years, female, stage:i	7.1
TCGA-D5-6532-01A	61 years, male, white, stage:iia	6.9
TCGA-AA-3531-01A	75 years, female, stage:iia	6.7
TCGA-AA-3524-01A	85 years, male, stage:ii	6.7
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	6.4
TCGA-CM-5864-01A	60 years, male, white, stage:i	6.3
TCGA-AA-3494-01A	55 years, male, stage:iv	6.3
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	6.2
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	5.8
TCGA-AA-3955-01A	38 years, male, stage:iiib	5.8
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	5.7
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	5.5
TCGA-A6-5656-01B	74 years, male, white, stage:i	5.4
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	5.3
TCGA-AA-3952-01A	68 years, male, stage:iiic	5.1
TCGA-DM-A285-01A	71 years, female, white, stage:iv	5.1
TCGA-AA-A02J-01A	70 years, female, stage:iv	5.0
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	4.9
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	4.9
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	4.7
TCGA-A6-5662-01A	46 years, male, white, stage:iva	4.4
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	4.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii	4.1
TCGA-CM-5862-01A	80 years, male, white, stage:iva	4.1
TCGA-D5-5540-01A	73 years, male, white, stage:iia	3.8
TCGA-A6-2683-01A	57 years, female, white, stage:iv	3.5
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	3.1
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	2.9
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	2.7
TCGA-AA-3542-01A	69 years, male, stage:iiic	2.2

Show all

Best separation

Median separation

Expression cutoff

11.9 FPKM

19.1 FPKM

5-year survival high

68%

49%

5-year survival low

14%

49%

Log-rank P value

1.26e-2

8.48e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

27.2

Number of samples

159

Samples

Sample	Description	FPKM
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	154.4
TCGA-AG-3892-01A	57 years, female, stage:i	129.8
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	119.6
TCGA-AG-3600-01A	62 years, male, stage:iiic	102.2
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	98.6
TCGA-DC-6156-01A	62 years, male, white, stage:iva	97.0
TCGA-AG-3608-01A	79 years, female, stage:iia	90.9
TCGA-AG-A008-01A	50 years, female, stage:i	84.6
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	81.3
TCGA-F5-6814-01A	57 years, male, white, stage:iia	78.6
TCGA-AG-3599-01A	70 years, male, stage:i	71.5
TCGA-AF-3400-01A	54 years, male, white, stage:iia	70.9
TCGA-AG-3594-01A	77 years, male, stage:iia	67.9
TCGA-AH-6549-01A	66 years, male, white	67.7
TCGA-AG-A00C-01A	49 years, female, stage:iiib	61.3
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	58.6
TCGA-AG-3725-01A	90 years, female, stage:iii	56.0
TCGA-DC-5337-01A	69 years, male, white, stage:i	51.5
TCGA-AG-3586-01A	72 years, female, stage:iii	48.4
TCGA-AG-3580-01A	67 years, male, stage:i	47.9
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	47.8
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	47.5
TCGA-AG-A015-01A	64 years, female, stage:i	46.7
TCGA-AG-3584-01A	60 years, male, stage:iv	46.4
TCGA-AG-3587-01A	65 years, male, stage:i	41.5
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	41.3
TCGA-AG-3901-01A	67 years, female, stage:iiib	39.1
TCGA-AH-6897-01A	48 years, male, white, stage:i	38.7
TCGA-AG-3611-01A	72 years, male, stage:iia	36.9
TCGA-F5-6812-01A	67 years, male, white, stage:iia	36.8
TCGA-AG-3898-01A	61 years, male, stage:iia	36.6
TCGA-AG-3731-01A	65 years, male, stage:iv	35.9
TCGA-AG-3882-01A	66 years, female, stage:i	34.9
TCGA-DC-6158-01A	70 years, male, white, stage:i	33.8
TCGA-CL-5918-01A	90 years, female, white, stage:iia	33.7
TCGA-F5-6811-01A	72 years, female, white, stage:iia	33.7
TCGA-AG-3598-01A	69 years, male, stage:iia	32.5
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	32.5
TCGA-AG-3582-01A	75 years, male, stage:iv	31.3
TCGA-DC-6682-01A	57 years, male, white, stage:iia	31.0
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	30.9
TCGA-AG-A02N-01A	67 years, male, stage:ii	29.9
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	29.9
TCGA-EI-7004-01A	37 years, female, white	29.1
TCGA-AG-3575-01A	51 years, male, stage:ii	28.6
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	28.4
TCGA-AG-3902-01A	61 years, male, stage:iia	28.4
TCGA-AH-6547-01A	79 years, female, white	28.0
TCGA-EF-5830-01A	54 years, male, white, stage:iib	27.6
TCGA-EI-6882-01A	59 years, male, white, stage:iia	27.1
TCGA-EI-6883-01A	63 years, male, white, stage:iic	26.8
TCGA-AG-A02X-01A	77 years, male, stage:i	26.7
TCGA-AG-4022-01A	59 years, female, stage:ii	26.3
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	26.1
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	26.0
TCGA-F5-6861-01A	60 years, female, white, stage:iia	25.7
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	25.3
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	25.2
TCGA-AF-5654-01A	73 years, female, white, stage:i	25.0
TCGA-AF-2691-01A	48 years, female, white, stage:i	24.8
TCGA-AG-3742-01A	85 years, female, stage:i	24.5
TCGA-AG-4008-01A	63 years, male, stage:iia	24.2
TCGA-AG-4021-01A	84 years, female, stage:iv	23.5
TCGA-F5-6702-01A	71 years, male, white, stage:iva	23.5
TCGA-AG-3609-01A	65 years, female, stage:iiic	22.9
TCGA-CI-6624-01C	53 years, female, white, stage:i	22.8
TCGA-AF-4110-01A	77 years, male, white, stage:iva	22.5
TCGA-F5-6571-01A	62 years, female, white, stage:iia	22.4
TCGA-AH-6544-01A	60 years, male, white	21.8
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	21.8
TCGA-F5-6465-01A	64 years, female, white, stage:iia	21.8
TCGA-AG-3593-01A	72 years, female, stage:iia	21.5
TCGA-EI-6885-01A	57 years, female, white, stage:iv	21.3
TCGA-EI-6510-01A	77 years, female, white	21.3
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	20.9
TCGA-CI-6619-01B	41 years, male, white, stage:iv	20.7
TCGA-AG-3887-01A	68 years, male, stage:iia	19.6
TCGA-EI-6507-01A	60 years, male, white, stage:iia	19.5
TCGA-AG-3878-01A	64 years, male, stage:i	19.3
TCGA-AG-3591-01A	66 years, female, stage:iia	19.1
TCGA-AG-4001-01A	74 years, female, stage:iia	18.9
TCGA-AH-6644-01A	73 years, male, white	18.7
TCGA-AF-2693-01A	75 years, male, white, stage:i	18.6
TCGA-AG-3890-01A	62 years, male, stage:i	18.6
TCGA-EI-6506-01A	78 years, female, white, stage:iia	18.5
TCGA-EI-6514-01A	59 years, female, white, stage:iia	18.3
TCGA-CI-6623-01B	44 years, male, white, stage:i	18.3
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	18.2
TCGA-AG-A026-01A	66 years, male, stage:ii	18.0
TCGA-AG-3893-01A	74 years, male, stage:iiib	17.5
TCGA-EI-7002-01A	58 years, male, white, stage:iv	17.5
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	17.2
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	17.1
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	16.9
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	16.8
TCGA-AG-3732-01A	78 years, female, stage:i	16.8
TCGA-AG-3728-01A	73 years, male, stage:iiib	16.6
TCGA-AG-A011-01A	80 years, male, stage:iia	16.6
TCGA-AF-6672-01A	43 years, male, white, stage:iv	16.5
TCGA-AG-A00Y-01A	68 years, male, stage:iia	16.4
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	16.4
TCGA-AG-3581-01A	63 years, male, stage:i	16.3
TCGA-AG-4007-01A	87 years, male, stage:iv	16.1
TCGA-G5-6572-01A	56 years, male, white	15.9
TCGA-DC-6160-01A	68 years, male, white, stage:i	15.3
TCGA-AG-3894-01A	65 years, male, stage:iia	15.0
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	15.0
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	13.7
TCGA-CI-6622-01A	74 years, male, white, stage:iib	13.7
TCGA-CI-6620-01A	41 years, female, white, stage:iva	13.3
TCGA-AG-3592-01A	68 years, male, stage:iia	13.3
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	13.2
TCGA-DC-6681-01A	70 years, female, white, stage:iva	13.1
TCGA-AG-3727-01A	78 years, female, stage:iii	12.8
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	12.7
TCGA-AG-A036-01A	71 years, male, stage:iii	12.7
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	12.5
TCGA-AG-A020-01A	57 years, female, stage:iii	12.1
TCGA-DC-6154-01A	57 years, female, white, stage:iva	12.1
TCGA-AG-A00H-01A	75 years, male, stage:iia	11.9
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	11.9
TCGA-AG-A01J-01A	59 years, female, stage:iia	11.9
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	11.8
TCGA-AG-3885-01A	71 years, female, stage:iiib	11.7
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	11.6
TCGA-AG-3881-01A	83 years, female, stage:iia	11.6
TCGA-EF-5831-01A	72 years, male, white, stage:iia	11.2
TCGA-AG-3574-01A	89 years, female, stage:ii	10.3
TCGA-DC-4749-01A	57 years, male, white, stage:i	10.2
TCGA-G5-6233-01A	74 years, male, white	10.1
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	10.1
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	9.9
TCGA-AG-3612-01A	55 years, female, stage:iiib	9.9
TCGA-AG-3726-01A	63 years, female, stage:i	9.9
TCGA-AG-3883-01A	69 years, male, stage:i	9.8
TCGA-AG-A032-01A	68 years, male, stage:iiib	9.6
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	9.5
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	9.3
TCGA-AG-A02G-01A	66 years, male, stage:iv	9.0
TCGA-CL-4957-01A	79 years, female	8.4
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	8.4
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	8.4
TCGA-AF-2692-01A	54 years, female, white, stage:iia	8.4
TCGA-AG-A014-01A	86 years, male, stage:i	8.3
TCGA-AG-A01N-01A	68 years, female, stage:iv	8.2
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	8.1
TCGA-AG-A023-01A	62 years, female, stage:iv	7.8
TCGA-AG-3896-01A	85 years, female, stage:i	7.6
TCGA-AG-3909-01A	69 years, female, stage:iiib	7.5
TCGA-AG-3999-01A	61 years, female, stage:iiic	7.2
TCGA-AG-3578-01A	76 years, female, stage:iia	6.7
TCGA-AG-A025-01A	62 years, female, stage:i	5.5
TCGA-AG-3583-01A	66 years, male, stage:iv	4.8
TCGA-AG-4005-01A	64 years, male, stage:iv	4.7
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	4.6
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	4.6
TCGA-AG-3605-01A	85 years, female, stage:iv	4.2
TCGA-AG-A002-01A	35 years, male, stage:i	4.1
TCGA-AG-A016-01A	55 years, male, stage:iv	3.9

Show all

COLORECTAL CANCER - Protein expression

	Antibody HPA018885	Antibody CAB056156
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