Expression of ATG5 in colorectal cancer

COLORECTAL CANCER - Survival analysis

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

Best separation

Median separation

Expression cutoff

13.9 FPKM

12.8 FPKM

5-year survival high

68%

63%

5-year survival low

56%

57%

Log-rank P value

2.68e-3

2.94e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

13.3

Number of samples

597

Samples

Sample	Description	FPKM
TCGA-AA-3561-01A	72 years, male, stage:iia	43.1
TCGA-AA-3947-01A	60 years, female, stage:iib	36.9
TCGA-D5-5540-01A	73 years, male, white, stage:iia	34.1
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	31.9
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	30.4
TCGA-AA-3955-01A	38 years, male, stage:iiib	28.7
TCGA-A6-5659-01A	82 years, male, white, stage:i	28.0
TCGA-AG-3591-01A	66 years, female, stage:iia	27.2
TCGA-AA-3685-01A	69 years, male, stage:ii	26.3
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	25.6
TCGA-A6-2676-01A	75 years, female, white, stage:iib	24.4
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	24.3
TCGA-AA-3979-01A	84 years, male, stage:iia	24.3
TCGA-AA-3522-01A	67 years, male, stage:iia	23.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	22.9
TCGA-A6-5656-01B	74 years, male, white, stage:i	22.6
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	22.3
TCGA-AG-3892-01A	57 years, female, stage:i	22.3
TCGA-CM-5862-01A	80 years, male, white, stage:iva	22.2
TCGA-AA-3532-01A	63 years, male, stage:iia	22.2
TCGA-D5-6929-01A	49 years, female, white, stage:iv	21.9
TCGA-AA-3980-01A	89 years, female, stage:i	21.7
TCGA-AG-4021-01A	84 years, female, stage:iv	21.5
TCGA-AA-3949-01A	87 years, female, stage:iiib	21.5
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	21.3
TCGA-AA-3524-01A	85 years, male, stage:ii	21.3
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	21.2
TCGA-AA-3846-01A	74 years, female, stage:iia	21.2
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	21.2
TCGA-AA-3930-01A	66 years, male, stage:iv	21.1
TCGA-AA-3869-01A	76 years, male, stage:iv	21.0
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	20.6
TCGA-AA-3851-01A	74 years, male, stage:iia	20.4
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	20.1
TCGA-AG-3592-01A	68 years, male, stage:iia	20.0
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	19.9
TCGA-AA-3968-01A	55 years, female, stage:i	19.8
TCGA-AA-3680-01A	67 years, female, stage:iv	19.6
TCGA-CK-5912-01A	82 years, male, white, stage:i	19.6
TCGA-AA-3495-01A	79 years, male, stage:i	19.5
TCGA-D5-6533-01A	68 years, female, white	19.5
TCGA-DC-4749-01A	57 years, male, white, stage:i	19.4
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	19.4
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	19.3
TCGA-AA-3553-01A	61 years, female, stage:i	19.3
TCGA-AA-3663-01A	42 years, male, stage:ii	19.2
TCGA-AA-3519-01A	63 years, male, stage:iii	19.1
TCGA-CM-5864-01A	60 years, male, white, stage:i	19.1
TCGA-DC-5337-01A	69 years, male, white, stage:i	19.1
TCGA-AA-3538-01A	54 years, female, stage:i	19.1
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	19.0
TCGA-AA-3526-01A	57 years, male, stage:i	19.0
TCGA-AA-3562-01A	82 years, male, stage:iiic	18.9
TCGA-AA-3530-01A	80 years, male, stage:i	18.9
TCGA-AA-3688-01A	80 years, male, stage:iv	18.9
TCGA-AA-A01I-01A	76 years, male, stage:i	18.7
TCGA-AA-3950-01A	79 years, female, stage:iia	18.6
TCGA-EF-5830-01A	54 years, male, white, stage:iib	18.5
TCGA-AG-3725-01A	90 years, female, stage:iii	18.4
TCGA-EF-5831-01A	72 years, male, white, stage:iia	18.4
TCGA-AA-3864-01A	71 years, male, stage:ii	18.3
TCGA-AA-3679-01A	59 years, male, stage:iv	18.0
TCGA-AM-5821-01A	68 years, female, white, stage:iia	18.0
TCGA-DC-6154-01A	57 years, female, white, stage:iva	18.0
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	17.9
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	17.9
TCGA-AG-3583-01A	66 years, male, stage:iv	17.9
TCGA-DC-6160-01A	68 years, male, white, stage:i	17.9
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	17.8
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	17.8
TCGA-AZ-5407-01A	51 years, female, white, stage:i	17.7
TCGA-AA-3556-01A	78 years, male, stage:i	17.6
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	17.5
TCGA-AA-3982-01A	75 years, male, stage:iiib	17.5
TCGA-D5-6539-01A	45 years, female, white	17.5
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	17.4
TCGA-F5-6465-01A	64 years, female, white, stage:iia	17.4
TCGA-AA-3972-01A	72 years, male, stage:iv	17.3
TCGA-AA-3861-01A	72 years, male, stage:iia	17.3
TCGA-AA-3976-01A	70 years, male, stage:iiia	17.3
TCGA-A6-3809-01A	71 years, female, white, stage:iib	17.3
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	17.3
TCGA-AA-3866-01A	78 years, female, stage:i	17.2
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	17.1
TCGA-AG-3575-01A	51 years, male, stage:ii	17.1
TCGA-AA-3509-01A	54 years, female, stage:ii	17.1
TCGA-AA-3520-01A	86 years, female, stage:ii	17.0
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	17.0
TCGA-AA-3877-01A	83 years, female, stage:i	16.9
TCGA-CK-4951-01A	79 years, female, white, stage:iia	16.8
TCGA-AG-A02N-01A	67 years, male, stage:ii	16.7
TCGA-A6-5662-01A	46 years, male, white, stage:iva	16.7
TCGA-AA-A02E-01A	82 years, female, stage:iv	16.7
TCGA-AU-3779-01A	80 years, female, white, stage:iia	16.7
TCGA-DC-6158-01A	70 years, male, white, stage:i	16.6
TCGA-AG-4022-01A	59 years, female, stage:ii	16.6
TCGA-AA-3818-01A	78 years, female, stage:iia	16.6
TCGA-AA-3821-01A	81 years, female, stage:i	16.6
TCGA-A6-3810-01A	63 years, male, white, stage:iia	16.5
TCGA-AA-3977-01A	65 years, male	16.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	16.5
TCGA-A6-6780-01A	74 years, male, white, stage:iia	16.4
TCGA-G4-6295-01A	70 years, female, white, stage:ii	16.4
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	16.4
TCGA-CM-6170-01A	73 years, female, white, stage:i	16.4
TCGA-F5-6811-01A	72 years, female, white, stage:iia	16.4
TCGA-AA-3534-01A	78 years, female, stage:iia	16.3
TCGA-AA-3939-01A	83 years, male, stage:iia	16.3
TCGA-DC-6156-01A	62 years, male, white, stage:iva	16.3
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	16.3
TCGA-A6-3808-01A	73 years, male, white, stage:iia	16.3
TCGA-A6-6648-01A	56 years, male, white, stage:iva	16.2
TCGA-A6-5666-01A	78 years, male, white, stage:iic	16.2
TCGA-AG-3611-01A	72 years, male, stage:iia	16.1
TCGA-G4-6311-01A	80 years, male, white, stage:iii	16.1
TCGA-A6-5665-01A	84 years, female, white, stage:iia	16.1
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	16.1
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	16.1
TCGA-DM-A285-01A	71 years, female, white, stage:iv	15.9
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	15.9
TCGA-AA-3854-01A	71 years, female, stage:i	15.9
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	15.8
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	15.8
TCGA-AA-A02W-01A	73 years, female, stage:i	15.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	15.8
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	15.7
TCGA-AA-3710-01A	80 years, female, stage:iia	15.7
TCGA-DC-6682-01A	57 years, male, white, stage:iia	15.7
TCGA-AA-3970-01A	65 years, male, stage:iia	15.7
TCGA-AG-A015-01A	64 years, female, stage:i	15.6
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	15.6
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	15.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	15.6
TCGA-D5-6532-01A	61 years, male, white, stage:iia	15.5
TCGA-AA-3662-01A	80 years, female, stage:iv	15.5
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	15.5
TCGA-EI-6882-01A	59 years, male, white, stage:iia	15.5
TCGA-G4-6315-01A	66 years, male, white, stage:iv	15.5
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	15.5
TCGA-AG-A036-01A	71 years, male, stage:iii	15.5
TCGA-AH-6549-01A	66 years, male, white	15.4
TCGA-A6-2684-01C	75 years, female, white, stage:i	15.4
TCGA-AA-3815-01A	65 years, female, stage:iia	15.4
TCGA-D5-6534-01A	62 years, female, white, stage:iia	15.3
TCGA-AG-3580-01A	67 years, male, stage:i	15.3
TCGA-AA-3692-01A	47 years, female, stage:iv	15.2
TCGA-AA-3867-01A	74 years, male, stage:iv	15.2
TCGA-CM-4743-01A	69 years, male, white, stage:iia	15.2
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	15.2
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	15.2
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	15.1
TCGA-G4-6625-01A	77 years, female, white, stage:iia	15.1
TCGA-AA-3492-01A	90 years, female, stage:ii	15.1
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	15.1
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	15.1
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	15.0
TCGA-F4-6856-01A	45 years, male, white, stage:i	15.0
TCGA-CI-6623-01B	44 years, male, white, stage:i	15.0
TCGA-A6-4105-01A	79 years, male, white, stage:iia	14.9
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	14.9
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	14.9
TCGA-AA-3862-01A	82 years, male, stage:iia	14.9
TCGA-CM-6165-01A	74 years, male, white, stage:iia	14.9
TCGA-F5-6814-01A	57 years, male, white, stage:iia	14.8
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	14.8
TCGA-A6-2675-01A	78 years, male, white, stage:iia	14.7
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	14.7
TCGA-CI-6624-01C	53 years, female, white, stage:i	14.6
TCGA-A6-6138-01A	61 years, male, white, stage:i	14.6
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	14.6
TCGA-AG-3742-01A	85 years, female, stage:i	14.5
TCGA-AA-3842-01A	51 years, male, stage:iiia	14.5
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	14.5
TCGA-AA-3875-01A	78 years, female, stage:i	14.5
TCGA-AG-4008-01A	63 years, male, stage:iia	14.5
TCGA-AA-3555-01A	81 years, female, stage:iia	14.4
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	14.4
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	14.4
TCGA-CM-4744-01A	69 years, male, white, stage:i	14.4
TCGA-AD-6964-01A	58 years, male, white	14.4
TCGA-AA-A00R-01A	64 years, female, stage:i	14.4
TCGA-AA-3502-01A	73 years, male, stage:i	14.4
TCGA-AA-3973-01A	69 years, male, stage:iv	14.3
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	14.3
TCGA-AA-3966-01A	89 years, female, stage:iia	14.3
TCGA-AA-3844-01A	78 years, female, stage:iiic	14.3
TCGA-G4-6321-01A	60 years, female, white, stage:iii	14.3
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	14.3
TCGA-F5-6702-01A	71 years, male, white, stage:iva	14.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	14.2
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	14.2
TCGA-AA-3971-01A	58 years, male, stage:iii	14.2
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	14.2
TCGA-CM-6677-01A	75 years, female, white, stage:iia	14.2
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	14.2
TCGA-AA-A01K-01A	74 years, female, stage:iiic	14.2
TCGA-A6-2674-01A	72 years, male, white, stage:iv	14.2
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	14.2
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	14.2
TCGA-D5-6930-01A	67 years, male, white, stage:iia	14.1
TCGA-AG-3598-01A	69 years, male, stage:iia	14.1
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	14.1
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	14.1
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	14.1
TCGA-AA-3831-01A	66 years, male, stage:iia	14.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	14.1
TCGA-AG-4007-01A	87 years, male, stage:iv	14.0
TCGA-AH-6897-01A	48 years, male, white, stage:i	14.0
TCGA-AG-3731-01A	65 years, male, stage:iv	13.9
TCGA-AG-3732-01A	78 years, female, stage:i	13.9
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	13.9
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	13.9
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	13.9
TCGA-AG-3582-01A	75 years, male, stage:iv	13.9
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	13.9
TCGA-D5-6541-01A	49 years, male, white, stage:iia	13.9
TCGA-CM-6163-01A	74 years, male, white, stage:i	13.9
TCGA-AA-A02K-01A	50 years, male, stage:iv	13.8
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	13.8
TCGA-AA-3666-01A	68 years, male, stage:iii	13.8
TCGA-AG-3896-01A	85 years, female, stage:i	13.8
TCGA-AD-6889-01A	male, asian, stage:iia	13.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	13.8
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	13.8
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	13.8
TCGA-EI-6514-01A	59 years, female, white, stage:iia	13.7
TCGA-CK-5916-01A	71 years, female, white, stage:i	13.7
TCGA-AG-3612-01A	55 years, female, stage:iiib	13.7
TCGA-AG-3728-01A	73 years, male, stage:iiib	13.7
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	13.7
TCGA-AA-3956-01A	65 years, male, stage:iia	13.6
TCGA-F4-6806-01A	59 years, female, white, stage:i	13.6
TCGA-AG-3901-01A	67 years, female, stage:iiib	13.6
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	13.6
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	13.6
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	13.6
TCGA-AA-A00Z-01A	70 years, male, stage:iia	13.6
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	13.6
TCGA-EI-6510-01A	77 years, female, white	13.6
TCGA-CM-6161-01A	36 years, female, white, stage:i	13.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	13.6
TCGA-AF-6672-01A	43 years, male, white, stage:iv	13.6
TCGA-AA-A02R-01A	84 years, female, stage:iia	13.6
TCGA-AG-3894-01A	65 years, male, stage:iia	13.5
TCGA-AH-6547-01A	79 years, female, white	13.5
TCGA-AD-6901-01A	78 years, male, white	13.5
TCGA-AA-3673-01A	53 years, female, stage:ii	13.5
TCGA-AA-A00U-01A	50 years, male, stage:iiib	13.5
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	13.5
TCGA-AG-3599-01A	70 years, male, stage:i	13.4
TCGA-G4-6626-01A	90 years, male, white, stage:iia	13.4
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	13.4
TCGA-AG-3594-01A	77 years, male, stage:iia	13.3
TCGA-AA-3856-01A	59 years, male, stage:iia	13.3
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	13.3
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	13.3
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	13.3
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	13.3
TCGA-AD-6963-01A	58 years, male, white	13.3
TCGA-AZ-6603-01A	77 years, female, white	13.2
TCGA-AA-3494-01A	55 years, male, stage:iv	13.2
TCGA-AA-3678-01A	60 years, female, stage:iii	13.2
TCGA-AA-A00N-01A	75 years, male, stage:iib	13.2
TCGA-F4-6808-01A	54 years, female, white, stage:i	13.2
TCGA-A6-6140-01A	62 years, male, white, stage:iia	13.2
TCGA-AY-4071-01A	63 years, female, white, stage:i	13.2
TCGA-AA-A00E-01A	65 years, male, stage:iia	13.2
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	13.2
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	13.2
TCGA-AG-3593-01A	72 years, female, stage:iia	13.2
TCGA-F5-6812-01A	67 years, male, white, stage:iia	13.2
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	13.2
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	13.2
TCGA-AA-A02J-01A	70 years, female, stage:iv	13.1
TCGA-AA-3713-01A	68 years, male, stage:iv	13.1
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	13.1
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	13.1
TCGA-D5-6927-01A	34 years, male, white, stage:iia	13.1
TCGA-CK-5913-01A	58 years, female, white, stage:iia	13.0
TCGA-CL-5918-01A	90 years, female, white, stage:iia	13.0
TCGA-D5-6530-01A	53 years, male, white, stage:i	13.0
TCGA-CK-6747-01A	87 years, female, white, stage:iia	13.0
TCGA-AA-3697-01A	77 years, male, stage:ii	13.0
TCGA-A6-2682-01A	70 years, male, white, stage:iv	13.0
TCGA-AA-3675-01A	84 years, male, stage:ii	13.0
TCGA-AA-3516-01A	74 years, female, stage:iii	13.0
TCGA-AG-3586-01A	72 years, female, stage:iii	13.0
TCGA-AA-3543-01A	84 years, male, stage:i	13.0
TCGA-AA-3552-01A	85 years, male, stage:iiic	13.0
TCGA-CM-6166-01A	48 years, female, white, stage:i	12.9
TCGA-CM-6674-01A	39 years, male, white, stage:iia	12.9
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	12.9
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	12.9
TCGA-AG-A00C-01A	49 years, female, stage:iiib	12.9
TCGA-AA-3511-01A	64 years, male, stage:ii	12.9
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	12.9
TCGA-EI-6506-01A	78 years, female, white, stage:iia	12.9
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	12.8
TCGA-CI-6619-01B	41 years, male, white, stage:iv	12.8
TCGA-AG-3605-01A	85 years, female, stage:iv	12.8
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	12.7
TCGA-A6-6653-01A	82 years, male, white, stage:i	12.7
TCGA-CM-5349-01A	68 years, female, white, stage:iia	12.7
TCGA-AG-3898-01A	61 years, male, stage:iia	12.7
TCGA-F4-6854-01A	77 years, female, white, stage:iia	12.7
TCGA-A6-2686-01A	81 years, female, white, stage:iia	12.7
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	12.6
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	12.6
TCGA-AD-6548-01A	81 years, female, white, stage:i	12.6
TCGA-AG-A02G-01A	66 years, male, stage:iv	12.6
TCGA-AA-A01G-01A	63 years, male, stage:iia	12.6
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	12.6
TCGA-AA-3994-01A	69 years, male, stage:iiib	12.6
TCGA-AA-3819-01A	41 years, female, stage:iia	12.6
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	12.5
TCGA-AA-A00D-01A	70 years, male, stage:i	12.5
TCGA-AA-3833-01A	63 years, female, stage:iia	12.5
TCGA-G4-6627-01A	84 years, male, white, stage:iia	12.5
TCGA-AA-3986-01A	73 years, male, stage:i	12.5
TCGA-AA-A00O-01A	83 years, female, stage:iiic	12.5
TCGA-AH-6644-01A	73 years, male, white	12.5
TCGA-AG-A02X-01A	77 years, male, stage:i	12.5
TCGA-AG-A016-01A	55 years, male, stage:iv	12.5
TCGA-G4-6320-01A	73 years, male, white, stage:iii	12.5
TCGA-AA-3989-01A	84 years, male, stage:iv	12.4
TCGA-F4-6805-01A	58 years, female, white, stage:iia	12.4
TCGA-CM-6164-01A	46 years, female, white, stage:iia	12.4
TCGA-AA-3811-01A	84 years, female, stage:iii	12.4
TCGA-F5-6571-01A	62 years, female, white, stage:iia	12.4
TCGA-G4-6314-01A	76 years, female, white, stage:iv	12.4
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	12.4
TCGA-AA-3664-01A	74 years, female, stage:ii	12.4
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	12.4
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	12.4
TCGA-AG-3581-01A	63 years, male, stage:i	12.4
TCGA-AG-3909-01A	69 years, female, stage:iiib	12.4
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	12.3
TCGA-AF-2691-01A	48 years, female, white, stage:i	12.3
TCGA-EI-7002-01A	58 years, male, white, stage:iv	12.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv	12.3
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	12.3
TCGA-AG-3893-01A	74 years, male, stage:iiib	12.3
TCGA-CI-6622-01A	74 years, male, white, stage:iib	12.3
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	12.3
TCGA-AA-3660-01A	51 years, female, stage:ii	12.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii	12.3
TCGA-AA-3548-01A	71 years, female, stage:iiic	12.2
TCGA-AA-3941-01A	84 years, female, stage:iva	12.2
TCGA-AA-3525-01A	90 years, male, stage:iiib	12.2
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	12.2
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	12.2
TCGA-CM-6679-01A	58 years, male, white, stage:iia	12.2
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	12.2
TCGA-AG-3883-01A	69 years, male, stage:i	12.2
TCGA-AA-A00L-01A	66 years, male, stage:iia	12.2
TCGA-AG-A020-01A	57 years, female, stage:iii	12.2
TCGA-F4-6855-01A	70 years, female, white, stage:iia	12.2
TCGA-G4-6586-01A	74 years, female, white, stage:iia	12.1
TCGA-A6-6142-01A	56 years, female, white, stage:iva	12.1
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	12.1
TCGA-AA-3488-01A	58 years, male, stage:iv	12.1
TCGA-AF-3400-01A	54 years, male, white, stage:iia	12.1
TCGA-AG-3609-01A	65 years, female, stage:iiic	12.1
TCGA-D5-7000-01A	79 years, female, white, stage:i	12.1
TCGA-AA-3544-01A	68 years, male, stage:i	12.0
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	12.0
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	12.0
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	12.0
TCGA-G5-6572-01A	56 years, male, white	11.9
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	11.9
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	11.9
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	11.9
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	11.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib	11.9
TCGA-F4-6809-01A	52 years, female, white, stage:iva	11.8
TCGA-AA-A02F-01A	68 years, female, stage:iv	11.8
TCGA-AA-A010-01A	46 years, female, stage:iib	11.8
TCGA-AG-A01N-01A	68 years, female, stage:iv	11.8
TCGA-AA-3681-01A	77 years, female, stage:iii	11.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv	11.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	11.8
TCGA-AA-3855-01A	72 years, male, stage:i	11.8
TCGA-AA-3554-01A	62 years, female, stage:iia	11.8
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	11.7
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	11.7
TCGA-AG-4001-01A	74 years, female, stage:iia	11.7
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	11.7
TCGA-AA-A00W-01A	80 years, male, stage:i	11.7
TCGA-AF-5654-01A	73 years, female, white, stage:i	11.7
TCGA-D5-6924-01A	68 years, male, white, stage:iia	11.7
TCGA-AG-3608-01A	79 years, female, stage:iia	11.7
TCGA-F4-6569-01A	60 years, male, white, stage:i	11.7
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	11.7
TCGA-AH-6544-01A	60 years, male, white	11.7
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	11.7
TCGA-DM-A280-01A	70 years, female, white, stage:iia	11.6
TCGA-AA-3696-01A	75 years, female, stage:iv	11.6
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	11.6
TCGA-CI-6620-01A	41 years, female, white, stage:iva	11.6
TCGA-F5-6861-01A	60 years, female, white, stage:iia	11.6
TCGA-CK-6751-01A	88 years, female, white, stage:i	11.6
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	11.6
TCGA-AA-3517-01A	60 years, male, stage:iia	11.6
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	11.5
TCGA-AF-4110-01A	77 years, male, white, stage:iva	11.5
TCGA-G4-6306-01A	71 years, male, white	11.5
TCGA-CM-6171-01A	77 years, female, white, stage:i	11.5
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	11.5
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	11.5
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	11.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	11.4
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	11.4
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	11.4
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	11.4
TCGA-AM-5820-01A	60 years, female, white, stage:iva	11.4
TCGA-AY-6197-01A	60 years, male, white, stage:iia	11.4
TCGA-F4-6463-01A	51 years, male, white, stage:iia	11.4
TCGA-CM-5861-01A	63 years, female, white, stage:iia	11.4
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	11.3
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	11.3
TCGA-AA-3542-01A	69 years, male, stage:iiic	11.3
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	11.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia	11.2
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	11.2
TCGA-AA-3549-01A	69 years, male, stage:i	11.2
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	11.2
TCGA-AA-3952-01A	68 years, male, stage:iiic	11.2
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	11.2
TCGA-AZ-6599-01A	72 years, male, white, stage:i	11.2
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	11.1
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	11.1
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	11.1
TCGA-EI-6507-01A	60 years, male, white, stage:iia	11.1
TCGA-AD-6890-01A	65 years, male, white	11.1
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	11.1
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	11.0
TCGA-AG-3890-01A	62 years, male, stage:i	11.0
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	11.0
TCGA-AA-A01Q-01A	48 years, female, stage:ii	11.0
TCGA-AG-3587-01A	65 years, male, stage:i	10.9
TCGA-AG-3574-01A	89 years, female, stage:ii	10.9
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	10.9
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	10.9
TCGA-EI-7004-01A	37 years, female, white	10.9
TCGA-AA-3518-01A	81 years, female, stage:iia	10.9
TCGA-D5-6932-01A	69 years, male, white, stage:iia	10.9
TCGA-AA-A02Y-01A	73 years, male, stage:i	10.8
TCGA-G4-6628-01A	78 years, male, white, stage:i	10.8
TCGA-CL-4957-01A	79 years, female	10.8
TCGA-AA-A017-01A	57 years, female, stage:iia	10.8
TCGA-AG-A00H-01A	75 years, male, stage:iia	10.8
TCGA-AA-A00J-01A	80 years, male, stage:iiib	10.8
TCGA-AA-A029-01A	67 years, male, stage:ii	10.8
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	10.8
TCGA-D5-6536-01A	73 years, male, white, stage:iia	10.7
TCGA-AU-6004-01A	69 years, female, white, stage:i	10.7
TCGA-AA-A024-01A	81 years, male, stage:ii	10.7
TCGA-AA-A00A-01A	80 years, male, stage:iia	10.7
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	10.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib	10.7
TCGA-AG-A00Y-01A	68 years, male, stage:iia	10.7
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	10.7
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	10.7
TCGA-D5-6898-01A	51 years, female, white, stage:i	10.7
TCGA-AA-3489-01A	75 years, male, stage:ii	10.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia	10.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	10.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	10.6
TCGA-AA-A01P-01A	80 years, female, stage:iii	10.5
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	10.5
TCGA-AG-A026-01A	66 years, male, stage:ii	10.5
TCGA-AD-5900-01A	67 years, male, white, stage:i	10.5
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	10.5
TCGA-CM-6676-01A	82 years, male, white, stage:i	10.5
TCGA-D5-6529-01A	69 years, male, white, stage:iia	10.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	10.4
TCGA-AG-3887-01A	68 years, male, stage:iia	10.4
TCGA-D5-6923-01A	57 years, male, white, stage:i	10.4
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	10.4
TCGA-DC-6681-01A	70 years, female, white, stage:iva	10.4
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	10.4
TCGA-AG-3999-01A	61 years, female, stage:iiic	10.4
TCGA-F4-6570-01A	78 years, female, white, stage:iia	10.3
TCGA-A6-6782-01A	82 years, male, white, stage:iib	10.3
TCGA-AG-A01J-01A	59 years, female, stage:iia	10.2
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	10.2
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	10.2
TCGA-AA-3858-01A	67 years, male, stage:i	10.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii	10.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia	10.2
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	10.1
TCGA-D5-6540-01A	66 years, male, white, stage:i	10.1
TCGA-G4-6588-01A	58 years, female, white, stage:iia	10.1
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	10.1
TCGA-AA-3860-01A	53 years, female, stage:iiib	10.0
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	10.0
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	10.0
TCGA-AA-3496-01A	83 years, female, stage:ii	9.9
TCGA-AA-A01C-01A	75 years, male, stage:iiia	9.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	9.9
TCGA-EI-6885-01A	57 years, female, white, stage:iv	9.9
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	9.8
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	9.8
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	9.8
TCGA-AF-2692-01A	54 years, female, white, stage:iia	9.7
TCGA-AG-3600-01A	62 years, male, stage:iiic	9.7
TCGA-D5-5537-01A	83 years, male, white	9.6
TCGA-DM-A1D8-01A	50 years, female, white	9.6
TCGA-AG-3902-01A	61 years, male, stage:iia	9.5
TCGA-AA-A00K-01A	79 years, male, stage:iia	9.5
TCGA-CK-4948-01B	45 years, female, white, stage:iii	9.5
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	9.5
TCGA-AA-3510-01A	70 years, male, stage:ii	9.5
TCGA-CK-6748-01A	45 years, female, white, stage:iv	9.5
TCGA-F4-6703-01A	64 years, male, white, stage:iia	9.5
TCGA-G4-6297-01A	55 years, female, white, stage:iv	9.4
TCGA-CM-6678-01A	63 years, female, white, stage:iva	9.4
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	9.4
TCGA-AA-3975-01A	80 years, male, stage:i	9.4
TCGA-AF-2693-01A	75 years, male, white, stage:i	9.3
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	9.3
TCGA-AA-A01S-01A	47 years, female, stage:iii	9.3
TCGA-WS-AB45-01A	female, black or african american, stage:iia	9.3
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	9.3
TCGA-AA-A00F-01A	66 years, male, stage:iiic	9.2
TCGA-AA-3560-01A	72 years, female, stage:iiic	9.2
TCGA-DM-A282-01A	61 years, female, white, stage:iia	9.2
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	9.2
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	9.1
TCGA-AA-A02H-01A	74 years, female, stage:iv	9.1
TCGA-AA-3837-01A	67 years, male, stage:iia	9.0
TCGA-CM-5860-01A	44 years, male, white, stage:iia	9.0
TCGA-AG-A002-01A	35 years, male, stage:i	9.0
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	9.0
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	8.9
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	8.9
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	8.9
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	8.9
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	8.8
TCGA-AG-3584-01A	60 years, male, stage:iv	8.7
TCGA-AA-A01V-01A	59 years, male, stage:i	8.7
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	8.7
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	8.6
TCGA-AG-3578-01A	76 years, female, stage:iia	8.6
TCGA-D5-6531-01A	75 years, male, white, stage:iia	8.6
TCGA-CM-5868-01A	59 years, female, white, stage:iva	8.5
TCGA-AZ-4313-01A	51 years, female, white, stage:i	8.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv	8.5
TCGA-A6-2681-01A	73 years, female, white, stage:iia	8.5
TCGA-G5-6233-01A	74 years, male, white	8.5
TCGA-AG-A025-01A	62 years, female, stage:i	8.4
TCGA-AG-A008-01A	50 years, female, stage:i	8.3
TCGA-AG-A032-01A	68 years, male, stage:iiib	8.2
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	8.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	8.0
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	7.9
TCGA-AA-3531-01A	75 years, female, stage:iia	7.8
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	7.8
TCGA-AA-3506-01A	77 years, male, stage:i	7.8
TCGA-AG-A014-01A	86 years, male, stage:i	7.7
TCGA-AG-A023-01A	62 years, female, stage:iv	7.7
TCGA-A6-2679-01A	73 years, female, white, stage:iib	7.6
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	7.6
TCGA-AA-3655-01A	68 years, male, stage:ii	7.5
TCGA-AA-A01D-01A	47 years, female, stage:iiic	7.5
TCGA-AG-3881-01A	83 years, female, stage:iia	7.4
TCGA-AA-3715-01A	77 years, male, stage:ii	7.4
TCGA-AA-A01R-01A	47 years, male, stage:iii	7.3
TCGA-AG-4005-01A	64 years, male, stage:iv	7.2
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	7.2
TCGA-AA-3812-01A	82 years, female, stage:iia	7.0
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	6.8
TCGA-AA-A03J-01A	65 years, female, stage:i	6.7
TCGA-AA-3672-01A	90 years, female, stage:iii	6.7
TCGA-AG-3882-01A	66 years, female, stage:i	6.6
TCGA-AG-A011-01A	80 years, male, stage:iia	6.5
TCGA-EI-6883-01A	63 years, male, white, stage:iic	6.4
TCGA-AA-3870-01A	71 years, female, stage:iv	6.4
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	6.1
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	6.0
TCGA-AA-A02O-01A	82 years, male, stage:ii	5.9
TCGA-AG-3885-01A	71 years, female, stage:iiib	5.6
TCGA-AG-3878-01A	64 years, male, stage:i	5.5
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	5.4
TCGA-A6-2683-01A	57 years, female, white, stage:iv	4.8
TCGA-CM-4747-01A	47 years, male, white, stage:iva	4.8
TCGA-AA-A01T-01A	63 years, female, stage:iii	4.7
TCGA-AA-3667-01A	36 years, female, stage:i	4.6
TCGA-AA-A01X-01A	80 years, female, stage:iii	4.5
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	4.4
TCGA-AA-3848-01A	82 years, female, stage:iiic	4.3
TCGA-AG-3727-01A	78 years, female, stage:iii	4.3
TCGA-AA-3841-01A	66 years, male, stage:iia	4.1
TCGA-AG-3726-01A	63 years, female, stage:i	4.1
TCGA-AA-A03F-01A	90 years, female, stage:iii	3.5
TCGA-AA-3514-01A	81 years, female, stage:i	3.4
TCGA-AA-A004-01A	76 years, male, stage:iia	2.4

Show all

Best separation

Median separation

Expression cutoff

14.4 FPKM

12.9 FPKM

5-year survival high

71%

61%

5-year survival low

60%

62%

Log-rank P value

1.75e-2

6.47e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

13.4

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3561-01A	72 years, male, stage:iia	43.1
TCGA-AA-3947-01A	60 years, female, stage:iib	36.9
TCGA-D5-5540-01A	73 years, male, white, stage:iia	34.1
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	31.9
TCGA-AA-3955-01A	38 years, male, stage:iiib	28.7
TCGA-A6-5659-01A	82 years, male, white, stage:i	28.0
TCGA-AA-3685-01A	69 years, male, stage:ii	26.3
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	25.6
TCGA-A6-2676-01A	75 years, female, white, stage:iib	24.4
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	24.3
TCGA-AA-3979-01A	84 years, male, stage:iia	24.3
TCGA-AA-3522-01A	67 years, male, stage:iia	23.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	22.9
TCGA-A6-5656-01B	74 years, male, white, stage:i	22.6
TCGA-CM-5862-01A	80 years, male, white, stage:iva	22.2
TCGA-AA-3532-01A	63 years, male, stage:iia	22.2
TCGA-D5-6929-01A	49 years, female, white, stage:iv	21.9
TCGA-AA-3980-01A	89 years, female, stage:i	21.7
TCGA-AA-3949-01A	87 years, female, stage:iiib	21.5
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	21.3
TCGA-AA-3524-01A	85 years, male, stage:ii	21.3
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	21.2
TCGA-AA-3846-01A	74 years, female, stage:iia	21.2
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	21.2
TCGA-AA-3930-01A	66 years, male, stage:iv	21.1
TCGA-AA-3869-01A	76 years, male, stage:iv	21.0
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	20.6
TCGA-AA-3851-01A	74 years, male, stage:iia	20.4
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	20.1
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	19.9
TCGA-AA-3968-01A	55 years, female, stage:i	19.8
TCGA-AA-3680-01A	67 years, female, stage:iv	19.6
TCGA-CK-5912-01A	82 years, male, white, stage:i	19.6
TCGA-AA-3495-01A	79 years, male, stage:i	19.5
TCGA-D5-6533-01A	68 years, female, white	19.5
TCGA-AA-3553-01A	61 years, female, stage:i	19.3
TCGA-AA-3663-01A	42 years, male, stage:ii	19.2
TCGA-AA-3519-01A	63 years, male, stage:iii	19.1
TCGA-CM-5864-01A	60 years, male, white, stage:i	19.1
TCGA-AA-3538-01A	54 years, female, stage:i	19.1
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	19.0
TCGA-AA-3526-01A	57 years, male, stage:i	19.0
TCGA-AA-3562-01A	82 years, male, stage:iiic	18.9
TCGA-AA-3530-01A	80 years, male, stage:i	18.9
TCGA-AA-3688-01A	80 years, male, stage:iv	18.9
TCGA-AA-A01I-01A	76 years, male, stage:i	18.7
TCGA-AA-3950-01A	79 years, female, stage:iia	18.6
TCGA-AA-3864-01A	71 years, male, stage:ii	18.3
TCGA-AA-3679-01A	59 years, male, stage:iv	18.0
TCGA-AM-5821-01A	68 years, female, white, stage:iia	18.0
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	17.9
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	17.9
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	17.8
TCGA-AZ-5407-01A	51 years, female, white, stage:i	17.7
TCGA-AA-3556-01A	78 years, male, stage:i	17.6
TCGA-AA-3982-01A	75 years, male, stage:iiib	17.5
TCGA-D5-6539-01A	45 years, female, white	17.5
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	17.4
TCGA-AA-3972-01A	72 years, male, stage:iv	17.3
TCGA-AA-3861-01A	72 years, male, stage:iia	17.3
TCGA-AA-3976-01A	70 years, male, stage:iiia	17.3
TCGA-A6-3809-01A	71 years, female, white, stage:iib	17.3
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	17.3
TCGA-AA-3866-01A	78 years, female, stage:i	17.2
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	17.1
TCGA-AA-3509-01A	54 years, female, stage:ii	17.1
TCGA-AA-3520-01A	86 years, female, stage:ii	17.0
TCGA-AA-3877-01A	83 years, female, stage:i	16.9
TCGA-CK-4951-01A	79 years, female, white, stage:iia	16.8
TCGA-A6-5662-01A	46 years, male, white, stage:iva	16.7
TCGA-AA-A02E-01A	82 years, female, stage:iv	16.7
TCGA-AU-3779-01A	80 years, female, white, stage:iia	16.7
TCGA-AA-3818-01A	78 years, female, stage:iia	16.6
TCGA-AA-3821-01A	81 years, female, stage:i	16.6
TCGA-A6-3810-01A	63 years, male, white, stage:iia	16.5
TCGA-AA-3977-01A	65 years, male	16.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	16.5
TCGA-A6-6780-01A	74 years, male, white, stage:iia	16.4
TCGA-G4-6295-01A	70 years, female, white, stage:ii	16.4
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	16.4
TCGA-CM-6170-01A	73 years, female, white, stage:i	16.4
TCGA-AA-3534-01A	78 years, female, stage:iia	16.3
TCGA-AA-3939-01A	83 years, male, stage:iia	16.3
TCGA-A6-3808-01A	73 years, male, white, stage:iia	16.3
TCGA-A6-6648-01A	56 years, male, white, stage:iva	16.2
TCGA-A6-5666-01A	78 years, male, white, stage:iic	16.2
TCGA-G4-6311-01A	80 years, male, white, stage:iii	16.1
TCGA-A6-5665-01A	84 years, female, white, stage:iia	16.1
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	16.1
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	16.1
TCGA-DM-A285-01A	71 years, female, white, stage:iv	15.9
TCGA-AA-3854-01A	71 years, female, stage:i	15.9
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	15.8
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	15.8
TCGA-AA-A02W-01A	73 years, female, stage:i	15.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	15.8
TCGA-AA-3710-01A	80 years, female, stage:iia	15.7
TCGA-AA-3970-01A	65 years, male, stage:iia	15.7
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	15.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	15.6
TCGA-D5-6532-01A	61 years, male, white, stage:iia	15.5
TCGA-AA-3662-01A	80 years, female, stage:iv	15.5
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	15.5
TCGA-G4-6315-01A	66 years, male, white, stage:iv	15.5
TCGA-A6-2684-01C	75 years, female, white, stage:i	15.4
TCGA-AA-3815-01A	65 years, female, stage:iia	15.4
TCGA-D5-6534-01A	62 years, female, white, stage:iia	15.3
TCGA-AA-3692-01A	47 years, female, stage:iv	15.2
TCGA-AA-3867-01A	74 years, male, stage:iv	15.2
TCGA-CM-4743-01A	69 years, male, white, stage:iia	15.2
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	15.2
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	15.2
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	15.1
TCGA-G4-6625-01A	77 years, female, white, stage:iia	15.1
TCGA-AA-3492-01A	90 years, female, stage:ii	15.1
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	15.1
TCGA-F4-6856-01A	45 years, male, white, stage:i	15.0
TCGA-A6-4105-01A	79 years, male, white, stage:iia	14.9
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	14.9
TCGA-AA-3862-01A	82 years, male, stage:iia	14.9
TCGA-CM-6165-01A	74 years, male, white, stage:iia	14.9
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	14.8
TCGA-A6-2675-01A	78 years, male, white, stage:iia	14.7
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	14.7
TCGA-A6-6138-01A	61 years, male, white, stage:i	14.6
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	14.6
TCGA-AA-3842-01A	51 years, male, stage:iiia	14.5
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	14.5
TCGA-AA-3875-01A	78 years, female, stage:i	14.5
TCGA-AA-3555-01A	81 years, female, stage:iia	14.4
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	14.4
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	14.4
TCGA-CM-4744-01A	69 years, male, white, stage:i	14.4
TCGA-AD-6964-01A	58 years, male, white	14.4
TCGA-AA-A00R-01A	64 years, female, stage:i	14.4
TCGA-AA-3502-01A	73 years, male, stage:i	14.4
TCGA-AA-3973-01A	69 years, male, stage:iv	14.3
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	14.3
TCGA-AA-3966-01A	89 years, female, stage:iia	14.3
TCGA-AA-3844-01A	78 years, female, stage:iiic	14.3
TCGA-G4-6321-01A	60 years, female, white, stage:iii	14.3
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	14.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	14.2
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	14.2
TCGA-AA-3971-01A	58 years, male, stage:iii	14.2
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	14.2
TCGA-CM-6677-01A	75 years, female, white, stage:iia	14.2
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	14.2
TCGA-AA-A01K-01A	74 years, female, stage:iiic	14.2
TCGA-A6-2674-01A	72 years, male, white, stage:iv	14.2
TCGA-D5-6930-01A	67 years, male, white, stage:iia	14.1
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	14.1
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	14.1
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	14.1
TCGA-AA-3831-01A	66 years, male, stage:iia	14.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	14.1
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	13.9
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	13.9
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	13.9
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	13.9
TCGA-D5-6541-01A	49 years, male, white, stage:iia	13.9
TCGA-CM-6163-01A	74 years, male, white, stage:i	13.9
TCGA-AA-A02K-01A	50 years, male, stage:iv	13.8
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	13.8
TCGA-AA-3666-01A	68 years, male, stage:iii	13.8
TCGA-AD-6889-01A	male, asian, stage:iia	13.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	13.8
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	13.8
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	13.8
TCGA-CK-5916-01A	71 years, female, white, stage:i	13.7
TCGA-AA-3956-01A	65 years, male, stage:iia	13.6
TCGA-F4-6806-01A	59 years, female, white, stage:i	13.6
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	13.6
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	13.6
TCGA-AA-A00Z-01A	70 years, male, stage:iia	13.6
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	13.6
TCGA-CM-6161-01A	36 years, female, white, stage:i	13.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	13.6
TCGA-AA-A02R-01A	84 years, female, stage:iia	13.6
TCGA-AD-6901-01A	78 years, male, white	13.5
TCGA-AA-3673-01A	53 years, female, stage:ii	13.5
TCGA-AA-A00U-01A	50 years, male, stage:iiib	13.5
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	13.5
TCGA-G4-6626-01A	90 years, male, white, stage:iia	13.4
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	13.4
TCGA-AA-3856-01A	59 years, male, stage:iia	13.3
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	13.3
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	13.3
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	13.3
TCGA-AD-6963-01A	58 years, male, white	13.3
TCGA-AZ-6603-01A	77 years, female, white	13.2
TCGA-AA-3494-01A	55 years, male, stage:iv	13.2
TCGA-AA-3678-01A	60 years, female, stage:iii	13.2
TCGA-AA-A00N-01A	75 years, male, stage:iib	13.2
TCGA-F4-6808-01A	54 years, female, white, stage:i	13.2
TCGA-A6-6140-01A	62 years, male, white, stage:iia	13.2
TCGA-AY-4071-01A	63 years, female, white, stage:i	13.2
TCGA-AA-A00E-01A	65 years, male, stage:iia	13.2
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	13.2
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	13.2
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	13.2
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	13.2
TCGA-AA-A02J-01A	70 years, female, stage:iv	13.1
TCGA-AA-3713-01A	68 years, male, stage:iv	13.1
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	13.1
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	13.1
TCGA-D5-6927-01A	34 years, male, white, stage:iia	13.1
TCGA-CK-5913-01A	58 years, female, white, stage:iia	13.0
TCGA-D5-6530-01A	53 years, male, white, stage:i	13.0
TCGA-CK-6747-01A	87 years, female, white, stage:iia	13.0
TCGA-AA-3697-01A	77 years, male, stage:ii	13.0
TCGA-A6-2682-01A	70 years, male, white, stage:iv	13.0
TCGA-AA-3675-01A	84 years, male, stage:ii	13.0
TCGA-AA-3516-01A	74 years, female, stage:iii	13.0
TCGA-AA-3543-01A	84 years, male, stage:i	13.0
TCGA-AA-3552-01A	85 years, male, stage:iiic	13.0
TCGA-CM-6166-01A	48 years, female, white, stage:i	12.9
TCGA-CM-6674-01A	39 years, male, white, stage:iia	12.9
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	12.9
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	12.9
TCGA-AA-3511-01A	64 years, male, stage:ii	12.9
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	12.8
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	12.7
TCGA-A6-6653-01A	82 years, male, white, stage:i	12.7
TCGA-CM-5349-01A	68 years, female, white, stage:iia	12.7
TCGA-F4-6854-01A	77 years, female, white, stage:iia	12.7
TCGA-A6-2686-01A	81 years, female, white, stage:iia	12.7
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	12.6
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	12.6
TCGA-AD-6548-01A	81 years, female, white, stage:i	12.6
TCGA-AA-A01G-01A	63 years, male, stage:iia	12.6
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	12.6
TCGA-AA-3994-01A	69 years, male, stage:iiib	12.6
TCGA-AA-3819-01A	41 years, female, stage:iia	12.6
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	12.5
TCGA-AA-A00D-01A	70 years, male, stage:i	12.5
TCGA-AA-3833-01A	63 years, female, stage:iia	12.5
TCGA-G4-6627-01A	84 years, male, white, stage:iia	12.5
TCGA-AA-3986-01A	73 years, male, stage:i	12.5
TCGA-AA-A00O-01A	83 years, female, stage:iiic	12.5
TCGA-G4-6320-01A	73 years, male, white, stage:iii	12.5
TCGA-AA-3989-01A	84 years, male, stage:iv	12.4
TCGA-F4-6805-01A	58 years, female, white, stage:iia	12.4
TCGA-CM-6164-01A	46 years, female, white, stage:iia	12.4
TCGA-AA-3811-01A	84 years, female, stage:iii	12.4
TCGA-G4-6314-01A	76 years, female, white, stage:iv	12.4
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	12.4
TCGA-AA-3664-01A	74 years, female, stage:ii	12.4
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	12.4
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	12.4
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	12.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv	12.3
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	12.3
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	12.3
TCGA-AA-3660-01A	51 years, female, stage:ii	12.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii	12.3
TCGA-AA-3548-01A	71 years, female, stage:iiic	12.2
TCGA-AA-3941-01A	84 years, female, stage:iva	12.2
TCGA-AA-3525-01A	90 years, male, stage:iiib	12.2
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	12.2
TCGA-CM-6679-01A	58 years, male, white, stage:iia	12.2
TCGA-AA-A00L-01A	66 years, male, stage:iia	12.2
TCGA-F4-6855-01A	70 years, female, white, stage:iia	12.2
TCGA-G4-6586-01A	74 years, female, white, stage:iia	12.1
TCGA-A6-6142-01A	56 years, female, white, stage:iva	12.1
TCGA-AA-3488-01A	58 years, male, stage:iv	12.1
TCGA-D5-7000-01A	79 years, female, white, stage:i	12.1
TCGA-AA-3544-01A	68 years, male, stage:i	12.0
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	12.0
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	12.0
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	12.0
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	11.9
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	11.9
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	11.9
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	11.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib	11.9
TCGA-F4-6809-01A	52 years, female, white, stage:iva	11.8
TCGA-AA-A02F-01A	68 years, female, stage:iv	11.8
TCGA-AA-A010-01A	46 years, female, stage:iib	11.8
TCGA-AA-3681-01A	77 years, female, stage:iii	11.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv	11.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	11.8
TCGA-AA-3855-01A	72 years, male, stage:i	11.8
TCGA-AA-3554-01A	62 years, female, stage:iia	11.8
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	11.7
TCGA-AA-A00W-01A	80 years, male, stage:i	11.7
TCGA-D5-6924-01A	68 years, male, white, stage:iia	11.7
TCGA-F4-6569-01A	60 years, male, white, stage:i	11.7
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	11.7
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	11.7
TCGA-DM-A280-01A	70 years, female, white, stage:iia	11.6
TCGA-AA-3696-01A	75 years, female, stage:iv	11.6
TCGA-CK-6751-01A	88 years, female, white, stage:i	11.6
TCGA-AA-3517-01A	60 years, male, stage:iia	11.6
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	11.5
TCGA-G4-6306-01A	71 years, male, white	11.5
TCGA-CM-6171-01A	77 years, female, white, stage:i	11.5
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	11.5
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	11.5
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	11.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	11.4
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	11.4
TCGA-AM-5820-01A	60 years, female, white, stage:iva	11.4
TCGA-AY-6197-01A	60 years, male, white, stage:iia	11.4
TCGA-F4-6463-01A	51 years, male, white, stage:iia	11.4
TCGA-CM-5861-01A	63 years, female, white, stage:iia	11.4
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	11.3
TCGA-AA-3542-01A	69 years, male, stage:iiic	11.3
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	11.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia	11.2
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	11.2
TCGA-AA-3549-01A	69 years, male, stage:i	11.2
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	11.2
TCGA-AA-3952-01A	68 years, male, stage:iiic	11.2
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	11.2
TCGA-AZ-6599-01A	72 years, male, white, stage:i	11.2
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	11.1
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	11.1
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	11.1
TCGA-AD-6890-01A	65 years, male, white	11.1
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	11.1
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	11.0
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	11.0
TCGA-AA-A01Q-01A	48 years, female, stage:ii	11.0
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	10.9
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	10.9
TCGA-AA-3518-01A	81 years, female, stage:iia	10.9
TCGA-D5-6932-01A	69 years, male, white, stage:iia	10.9
TCGA-AA-A02Y-01A	73 years, male, stage:i	10.8
TCGA-G4-6628-01A	78 years, male, white, stage:i	10.8
TCGA-AA-A017-01A	57 years, female, stage:iia	10.8
TCGA-AA-A00J-01A	80 years, male, stage:iiib	10.8
TCGA-AA-A029-01A	67 years, male, stage:ii	10.8
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	10.8
TCGA-D5-6536-01A	73 years, male, white, stage:iia	10.7
TCGA-AU-6004-01A	69 years, female, white, stage:i	10.7
TCGA-AA-A024-01A	81 years, male, stage:ii	10.7
TCGA-AA-A00A-01A	80 years, male, stage:iia	10.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib	10.7
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	10.7
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	10.7
TCGA-D5-6898-01A	51 years, female, white, stage:i	10.7
TCGA-AA-3489-01A	75 years, male, stage:ii	10.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia	10.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	10.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	10.6
TCGA-AA-A01P-01A	80 years, female, stage:iii	10.5
TCGA-AD-5900-01A	67 years, male, white, stage:i	10.5
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	10.5
TCGA-CM-6676-01A	82 years, male, white, stage:i	10.5
TCGA-D5-6529-01A	69 years, male, white, stage:iia	10.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	10.4
TCGA-D5-6923-01A	57 years, male, white, stage:i	10.4
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	10.4
TCGA-F4-6570-01A	78 years, female, white, stage:iia	10.3
TCGA-A6-6782-01A	82 years, male, white, stage:iib	10.3
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	10.2
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	10.2
TCGA-AA-3858-01A	67 years, male, stage:i	10.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii	10.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia	10.2
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	10.1
TCGA-D5-6540-01A	66 years, male, white, stage:i	10.1
TCGA-G4-6588-01A	58 years, female, white, stage:iia	10.1
TCGA-AA-3860-01A	53 years, female, stage:iiib	10.0
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	10.0
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	10.0
TCGA-AA-3496-01A	83 years, female, stage:ii	9.9
TCGA-AA-A01C-01A	75 years, male, stage:iiia	9.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	9.9
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	9.8
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	9.8
TCGA-D5-5537-01A	83 years, male, white	9.6
TCGA-DM-A1D8-01A	50 years, female, white	9.6
TCGA-AA-A00K-01A	79 years, male, stage:iia	9.5
TCGA-CK-4948-01B	45 years, female, white, stage:iii	9.5
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	9.5
TCGA-AA-3510-01A	70 years, male, stage:ii	9.5
TCGA-CK-6748-01A	45 years, female, white, stage:iv	9.5
TCGA-F4-6703-01A	64 years, male, white, stage:iia	9.5
TCGA-G4-6297-01A	55 years, female, white, stage:iv	9.4
TCGA-CM-6678-01A	63 years, female, white, stage:iva	9.4
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	9.4
TCGA-AA-3975-01A	80 years, male, stage:i	9.4
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	9.3
TCGA-AA-A01S-01A	47 years, female, stage:iii	9.3
TCGA-WS-AB45-01A	female, black or african american, stage:iia	9.3
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	9.3
TCGA-AA-A00F-01A	66 years, male, stage:iiic	9.2
TCGA-AA-3560-01A	72 years, female, stage:iiic	9.2
TCGA-DM-A282-01A	61 years, female, white, stage:iia	9.2
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	9.2
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	9.1
TCGA-AA-A02H-01A	74 years, female, stage:iv	9.1
TCGA-AA-3837-01A	67 years, male, stage:iia	9.0
TCGA-CM-5860-01A	44 years, male, white, stage:iia	9.0
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	9.0
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	8.9
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	8.9
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	8.9
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	8.8
TCGA-AA-A01V-01A	59 years, male, stage:i	8.7
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	8.6
TCGA-D5-6531-01A	75 years, male, white, stage:iia	8.6
TCGA-CM-5868-01A	59 years, female, white, stage:iva	8.5
TCGA-AZ-4313-01A	51 years, female, white, stage:i	8.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv	8.5
TCGA-A6-2681-01A	73 years, female, white, stage:iia	8.5
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	8.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	8.0
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	7.9
TCGA-AA-3531-01A	75 years, female, stage:iia	7.8
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	7.8
TCGA-AA-3506-01A	77 years, male, stage:i	7.8
TCGA-A6-2679-01A	73 years, female, white, stage:iib	7.6
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	7.6
TCGA-AA-3655-01A	68 years, male, stage:ii	7.5
TCGA-AA-A01D-01A	47 years, female, stage:iiic	7.5
TCGA-AA-3715-01A	77 years, male, stage:ii	7.4
TCGA-AA-A01R-01A	47 years, male, stage:iii	7.3
TCGA-AA-3812-01A	82 years, female, stage:iia	7.0
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	6.8
TCGA-AA-A03J-01A	65 years, female, stage:i	6.7
TCGA-AA-3672-01A	90 years, female, stage:iii	6.7
TCGA-AA-3870-01A	71 years, female, stage:iv	6.4
TCGA-AA-A02O-01A	82 years, male, stage:ii	5.9
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	5.4
TCGA-A6-2683-01A	57 years, female, white, stage:iv	4.8
TCGA-CM-4747-01A	47 years, male, white, stage:iva	4.8
TCGA-AA-A01T-01A	63 years, female, stage:iii	4.7
TCGA-AA-3667-01A	36 years, female, stage:i	4.6
TCGA-AA-A01X-01A	80 years, female, stage:iii	4.5
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	4.4
TCGA-AA-3848-01A	82 years, female, stage:iiic	4.3
TCGA-AA-3841-01A	66 years, male, stage:iia	4.1
TCGA-AA-A03F-01A	90 years, female, stage:iii	3.5
TCGA-AA-3514-01A	81 years, female, stage:i	3.4
TCGA-AA-A004-01A	76 years, male, stage:iia	2.4

Show all

Best separation

Median separation

Expression cutoff

11.7 FPKM

12.6 FPKM

5-year survival high

69%

66%

5-year survival low

19%

36%

Log-rank P value

1.00e-2

2.66e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

12.9

Number of samples

159

Samples

Sample	Description	FPKM
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	30.4
TCGA-AG-3591-01A	66 years, female, stage:iia	27.2
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	22.3
TCGA-AG-3892-01A	57 years, female, stage:i	22.3
TCGA-AG-4021-01A	84 years, female, stage:iv	21.5
TCGA-AG-3592-01A	68 years, male, stage:iia	20.0
TCGA-DC-4749-01A	57 years, male, white, stage:i	19.4
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	19.4
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	19.3
TCGA-DC-5337-01A	69 years, male, white, stage:i	19.1
TCGA-EF-5830-01A	54 years, male, white, stage:iib	18.5
TCGA-AG-3725-01A	90 years, female, stage:iii	18.4
TCGA-EF-5831-01A	72 years, male, white, stage:iia	18.4
TCGA-DC-6154-01A	57 years, female, white, stage:iva	18.0
TCGA-AG-3583-01A	66 years, male, stage:iv	17.9
TCGA-DC-6160-01A	68 years, male, white, stage:i	17.9
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	17.8
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	17.5
TCGA-F5-6465-01A	64 years, female, white, stage:iia	17.4
TCGA-AG-3575-01A	51 years, male, stage:ii	17.1
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	17.0
TCGA-AG-A02N-01A	67 years, male, stage:ii	16.7
TCGA-DC-6158-01A	70 years, male, white, stage:i	16.6
TCGA-AG-4022-01A	59 years, female, stage:ii	16.6
TCGA-F5-6811-01A	72 years, female, white, stage:iia	16.4
TCGA-DC-6156-01A	62 years, male, white, stage:iva	16.3
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	16.3
TCGA-AG-3611-01A	72 years, male, stage:iia	16.1
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	15.9
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	15.7
TCGA-DC-6682-01A	57 years, male, white, stage:iia	15.7
TCGA-AG-A015-01A	64 years, female, stage:i	15.6
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	15.6
TCGA-EI-6882-01A	59 years, male, white, stage:iia	15.5
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	15.5
TCGA-AG-A036-01A	71 years, male, stage:iii	15.5
TCGA-AH-6549-01A	66 years, male, white	15.4
TCGA-AG-3580-01A	67 years, male, stage:i	15.3
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	15.1
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	15.0
TCGA-CI-6623-01B	44 years, male, white, stage:i	15.0
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	14.9
TCGA-F5-6814-01A	57 years, male, white, stage:iia	14.8
TCGA-CI-6624-01C	53 years, female, white, stage:i	14.6
TCGA-AG-3742-01A	85 years, female, stage:i	14.5
TCGA-AG-4008-01A	63 years, male, stage:iia	14.5
TCGA-F5-6702-01A	71 years, male, white, stage:iva	14.3
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	14.2
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	14.2
TCGA-AG-3598-01A	69 years, male, stage:iia	14.1
TCGA-AG-4007-01A	87 years, male, stage:iv	14.0
TCGA-AH-6897-01A	48 years, male, white, stage:i	14.0
TCGA-AG-3731-01A	65 years, male, stage:iv	13.9
TCGA-AG-3732-01A	78 years, female, stage:i	13.9
TCGA-AG-3582-01A	75 years, male, stage:iv	13.9
TCGA-AG-3896-01A	85 years, female, stage:i	13.8
TCGA-EI-6514-01A	59 years, female, white, stage:iia	13.7
TCGA-AG-3612-01A	55 years, female, stage:iiib	13.7
TCGA-AG-3728-01A	73 years, male, stage:iiib	13.7
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	13.7
TCGA-AG-3901-01A	67 years, female, stage:iiib	13.6
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	13.6
TCGA-EI-6510-01A	77 years, female, white	13.6
TCGA-AF-6672-01A	43 years, male, white, stage:iv	13.6
TCGA-AG-3894-01A	65 years, male, stage:iia	13.5
TCGA-AH-6547-01A	79 years, female, white	13.5
TCGA-AG-3599-01A	70 years, male, stage:i	13.4
TCGA-AG-3594-01A	77 years, male, stage:iia	13.3
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	13.3
TCGA-AG-3593-01A	72 years, female, stage:iia	13.2
TCGA-F5-6812-01A	67 years, male, white, stage:iia	13.2
TCGA-CL-5918-01A	90 years, female, white, stage:iia	13.0
TCGA-AG-3586-01A	72 years, female, stage:iii	13.0
TCGA-AG-A00C-01A	49 years, female, stage:iiib	12.9
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	12.9
TCGA-EI-6506-01A	78 years, female, white, stage:iia	12.9
TCGA-CI-6619-01B	41 years, male, white, stage:iv	12.8
TCGA-AG-3605-01A	85 years, female, stage:iv	12.8
TCGA-AG-3898-01A	61 years, male, stage:iia	12.7
TCGA-AG-A02G-01A	66 years, male, stage:iv	12.6
TCGA-AH-6644-01A	73 years, male, white	12.5
TCGA-AG-A02X-01A	77 years, male, stage:i	12.5
TCGA-AG-A016-01A	55 years, male, stage:iv	12.5
TCGA-F5-6571-01A	62 years, female, white, stage:iia	12.4
TCGA-AG-3581-01A	63 years, male, stage:i	12.4
TCGA-AG-3909-01A	69 years, female, stage:iiib	12.4
TCGA-AF-2691-01A	48 years, female, white, stage:i	12.3
TCGA-EI-7002-01A	58 years, male, white, stage:iv	12.3
TCGA-AG-3893-01A	74 years, male, stage:iiib	12.3
TCGA-CI-6622-01A	74 years, male, white, stage:iib	12.3
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	12.2
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	12.2
TCGA-AG-3883-01A	69 years, male, stage:i	12.2
TCGA-AG-A020-01A	57 years, female, stage:iii	12.2
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	12.1
TCGA-AF-3400-01A	54 years, male, white, stage:iia	12.1
TCGA-AG-3609-01A	65 years, female, stage:iiic	12.1
TCGA-G5-6572-01A	56 years, male, white	11.9
TCGA-AG-A01N-01A	68 years, female, stage:iv	11.8
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	11.7
TCGA-AG-4001-01A	74 years, female, stage:iia	11.7
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	11.7
TCGA-AF-5654-01A	73 years, female, white, stage:i	11.7
TCGA-AG-3608-01A	79 years, female, stage:iia	11.7
TCGA-AH-6544-01A	60 years, male, white	11.7
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	11.6
TCGA-CI-6620-01A	41 years, female, white, stage:iva	11.6
TCGA-F5-6861-01A	60 years, female, white, stage:iia	11.6
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	11.6
TCGA-AF-4110-01A	77 years, male, white, stage:iva	11.5
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	11.4
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	11.4
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	11.3
TCGA-EI-6507-01A	60 years, male, white, stage:iia	11.1
TCGA-AG-3890-01A	62 years, male, stage:i	11.0
TCGA-AG-3587-01A	65 years, male, stage:i	10.9
TCGA-AG-3574-01A	89 years, female, stage:ii	10.9
TCGA-EI-7004-01A	37 years, female, white	10.9
TCGA-CL-4957-01A	79 years, female	10.8
TCGA-AG-A00H-01A	75 years, male, stage:iia	10.8
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	10.7
TCGA-AG-A00Y-01A	68 years, male, stage:iia	10.7
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	10.5
TCGA-AG-A026-01A	66 years, male, stage:ii	10.5
TCGA-AG-3887-01A	68 years, male, stage:iia	10.4
TCGA-DC-6681-01A	70 years, female, white, stage:iva	10.4
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	10.4
TCGA-AG-3999-01A	61 years, female, stage:iiic	10.4
TCGA-AG-A01J-01A	59 years, female, stage:iia	10.2
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	10.1
TCGA-EI-6885-01A	57 years, female, white, stage:iv	9.9
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	9.8
TCGA-AF-2692-01A	54 years, female, white, stage:iia	9.7
TCGA-AG-3600-01A	62 years, male, stage:iiic	9.7
TCGA-AG-3902-01A	61 years, male, stage:iia	9.5
TCGA-AF-2693-01A	75 years, male, white, stage:i	9.3
TCGA-AG-A002-01A	35 years, male, stage:i	9.0
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	8.9
TCGA-AG-3584-01A	60 years, male, stage:iv	8.7
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	8.7
TCGA-AG-3578-01A	76 years, female, stage:iia	8.6
TCGA-G5-6233-01A	74 years, male, white	8.5
TCGA-AG-A025-01A	62 years, female, stage:i	8.4
TCGA-AG-A008-01A	50 years, female, stage:i	8.3
TCGA-AG-A032-01A	68 years, male, stage:iiib	8.2
TCGA-AG-A014-01A	86 years, male, stage:i	7.7
TCGA-AG-A023-01A	62 years, female, stage:iv	7.7
TCGA-AG-3881-01A	83 years, female, stage:iia	7.4
TCGA-AG-4005-01A	64 years, male, stage:iv	7.2
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	7.2
TCGA-AG-3882-01A	66 years, female, stage:i	6.6
TCGA-AG-A011-01A	80 years, male, stage:iia	6.5
TCGA-EI-6883-01A	63 years, male, white, stage:iic	6.4
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	6.1
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	6.0
TCGA-AG-3885-01A	71 years, female, stage:iiib	5.6
TCGA-AG-3878-01A	64 years, male, stage:i	5.5
TCGA-AG-3727-01A	78 years, female, stage:iii	4.3
TCGA-AG-3726-01A	63 years, female, stage:i	4.1

Show all

COLORECTAL CANCER - Protein expression

	Antibody HPA042973	Antibody CAB034432	Antibody CAB037309
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