Expression of PSMB4 in colorectal cancer

COLORECTAL CANCER - Survival analysis

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

Best separation

Median separation

Expression cutoff

96.9 FPKM

107.4 FPKM

5-year survival high

56%

57%

5-year survival low

67%

64%

Log-rank P value

2.69e-1

4.97e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

112.9

Number of samples

597

Samples

Sample	Description	FPKM
TCGA-AG-3609-01A	65 years, female, stage:iiic	283.5
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	259.4
TCGA-AA-3560-01A	72 years, female, stage:iiic	245.0
TCGA-AA-3488-01A	58 years, male, stage:iv	233.2
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	232.4
TCGA-AG-3881-01A	83 years, female, stage:iia	226.4
TCGA-AA-3561-01A	72 years, male, stage:iia	221.3
TCGA-AA-3542-01A	69 years, male, stage:iiic	217.0
TCGA-AG-3999-01A	61 years, female, stage:iiic	214.7
TCGA-AZ-4313-01A	51 years, female, white, stage:i	212.7
TCGA-AA-3715-01A	77 years, male, stage:ii	205.2
TCGA-AA-3492-01A	90 years, female, stage:ii	202.2
TCGA-AA-A01X-01A	80 years, female, stage:iii	202.1
TCGA-AG-3883-01A	69 years, male, stage:i	201.9
TCGA-AA-3685-01A	69 years, male, stage:ii	192.9
TCGA-CM-4747-01A	47 years, male, white, stage:iva	186.6
TCGA-A6-2681-01A	73 years, female, white, stage:iia	186.0
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	186.0
TCGA-AG-3892-01A	57 years, female, stage:i	184.4
TCGA-AA-3675-01A	84 years, male, stage:ii	183.1
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	179.6
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	178.6
TCGA-AG-3598-01A	69 years, male, stage:iia	177.5
TCGA-AA-3679-01A	59 years, male, stage:iv	177.2
TCGA-AA-3526-01A	57 years, male, stage:i	177.2
TCGA-AG-3882-01A	66 years, female, stage:i	176.8
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	174.9
TCGA-AA-3666-01A	68 years, male, stage:iii	174.4
TCGA-G4-6586-01A	74 years, female, white, stage:iia	173.1
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	172.9
TCGA-CM-4743-01A	69 years, male, white, stage:iia	172.5
TCGA-A6-2679-01A	73 years, female, white, stage:iib	172.2
TCGA-AG-3587-01A	65 years, male, stage:i	170.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia	170.7
TCGA-CM-5861-01A	63 years, female, white, stage:iia	168.3
TCGA-AA-3678-01A	60 years, female, stage:iii	168.2
TCGA-DC-4749-01A	57 years, male, white, stage:i	167.8
TCGA-G4-6628-01A	78 years, male, white, stage:i	166.9
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	165.6
TCGA-AA-3869-01A	76 years, male, stage:iv	164.6
TCGA-AG-3611-01A	72 years, male, stage:iia	164.4
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	163.3
TCGA-D5-6536-01A	73 years, male, white, stage:iia	163.0
TCGA-AA-3979-01A	84 years, male, stage:iia	162.3
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	162.2
TCGA-AG-A01N-01A	68 years, female, stage:iv	162.0
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	161.6
TCGA-D5-5540-01A	73 years, male, white, stage:iia	161.4
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	161.3
TCGA-A6-2676-01A	75 years, female, white, stage:iib	161.3
TCGA-AG-3575-01A	51 years, male, stage:ii	160.7
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	159.9
TCGA-DC-5337-01A	69 years, male, white, stage:i	159.6
TCGA-AD-5900-01A	67 years, male, white, stage:i	159.5
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	159.1
TCGA-AG-3608-01A	79 years, female, stage:iia	158.5
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	158.4
TCGA-AA-3688-01A	80 years, male, stage:iv	158.3
TCGA-AA-3663-01A	42 years, male, stage:ii	157.6
TCGA-AA-3952-01A	68 years, male, stage:iiic	157.4
TCGA-AA-3660-01A	51 years, female, stage:ii	157.2
TCGA-AG-3583-01A	66 years, male, stage:iv	156.5
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	155.5
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	155.4
TCGA-A6-2671-01A	85 years, male, white, stage:iv	155.0
TCGA-AU-3779-01A	80 years, female, white, stage:iia	154.8
TCGA-AA-3516-01A	74 years, female, stage:iii	154.5
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	154.2
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	154.2
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	153.5
TCGA-AA-A02Y-01A	73 years, male, stage:i	153.2
TCGA-AA-3860-01A	53 years, female, stage:iiib	153.0
TCGA-AG-A036-01A	71 years, male, stage:iii	152.9
TCGA-AG-3887-01A	68 years, male, stage:iia	152.6
TCGA-AA-3548-01A	71 years, female, stage:iiic	152.3
TCGA-AA-3939-01A	83 years, male, stage:iia	152.1
TCGA-AA-A00R-01A	64 years, female, stage:i	151.9
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	151.8
TCGA-AA-3994-01A	69 years, male, stage:iiib	150.8
TCGA-CM-4744-01A	69 years, male, white, stage:i	149.9
TCGA-AA-A01T-01A	63 years, female, stage:iii	149.3
TCGA-AA-3509-01A	54 years, female, stage:ii	149.2
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	148.7
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	147.9
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	147.6
TCGA-AG-3581-01A	63 years, male, stage:i	147.5
TCGA-AA-3862-01A	82 years, male, stage:iia	147.4
TCGA-AA-3552-01A	85 years, male, stage:iiic	147.3
TCGA-AG-3591-01A	66 years, female, stage:iia	147.2
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	146.5
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	146.0
TCGA-AA-3494-01A	55 years, male, stage:iv	145.8
TCGA-A6-3810-01A	63 years, male, white, stage:iia	145.8
TCGA-AA-3710-01A	80 years, female, stage:iia	145.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	145.5
TCGA-AA-3510-01A	70 years, male, stage:ii	144.8
TCGA-A6-3809-01A	71 years, female, white, stage:iib	144.7
TCGA-AA-A01R-01A	47 years, male, stage:iii	144.7
TCGA-AG-3605-01A	85 years, female, stage:iv	144.4
TCGA-AA-3502-01A	73 years, male, stage:i	142.3
TCGA-AM-5821-01A	68 years, female, white, stage:iia	142.3
TCGA-AG-A00Y-01A	68 years, male, stage:iia	141.6
TCGA-AA-3841-01A	66 years, male, stage:iia	141.0
TCGA-AG-3580-01A	67 years, male, stage:i	140.8
TCGA-AA-3667-01A	36 years, female, stage:i	140.3
TCGA-AA-3866-01A	78 years, female, stage:i	140.3
TCGA-AF-4110-01A	77 years, male, white, stage:iva	140.2
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	139.4
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	139.4
TCGA-AA-3949-01A	87 years, female, stage:iiib	139.0
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	138.7
TCGA-AA-3955-01A	38 years, male, stage:iiib	138.2
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	138.1
TCGA-AG-3885-01A	71 years, female, stage:iiib	137.8
TCGA-AG-A02G-01A	66 years, male, stage:iv	137.5
TCGA-AA-3864-01A	71 years, male, stage:ii	137.3
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	137.2
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	137.2
TCGA-AG-A026-01A	66 years, male, stage:ii	136.8
TCGA-A6-4105-01A	79 years, male, white, stage:iia	136.5
TCGA-AA-3815-01A	65 years, female, stage:iia	136.2
TCGA-AD-6963-01A	58 years, male, white	135.9
TCGA-AG-3726-01A	63 years, female, stage:i	135.7
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	135.7
TCGA-A6-2682-01A	70 years, male, white, stage:iv	135.4
TCGA-AA-3973-01A	69 years, male, stage:iv	135.3
TCGA-AA-3544-01A	68 years, male, stage:i	135.0
TCGA-D5-6533-01A	68 years, female, white	134.5
TCGA-AA-A01P-01A	80 years, female, stage:iii	134.4
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	134.2
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	134.1
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	133.9
TCGA-F4-6808-01A	54 years, female, white, stage:i	133.8
TCGA-F5-6814-01A	57 years, male, white, stage:iia	133.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	133.7
TCGA-AA-3966-01A	89 years, female, stage:iia	133.6
TCGA-AA-3977-01A	65 years, male	133.5
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	133.4
TCGA-CK-4951-01A	79 years, female, white, stage:iia	133.2
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	133.1
TCGA-AA-3672-01A	90 years, female, stage:iii	132.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	132.4
TCGA-AA-3947-01A	60 years, female, stage:iib	132.3
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	132.0
TCGA-AG-A011-01A	80 years, male, stage:iia	131.6
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	131.1
TCGA-AA-3692-01A	47 years, female, stage:iv	130.9
TCGA-AA-3851-01A	74 years, male, stage:iia	130.4
TCGA-AG-3593-01A	72 years, female, stage:iia	130.3
TCGA-AF-3400-01A	54 years, male, white, stage:iia	130.3
TCGA-AA-3519-01A	63 years, male, stage:iii	130.3
TCGA-AA-A02R-01A	84 years, female, stage:iia	130.2
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	130.2
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	130.2
TCGA-AA-A03J-01A	65 years, female, stage:i	130.2
TCGA-AA-3520-01A	86 years, female, stage:ii	129.9
TCGA-AA-A01Z-01A	68 years, male, stage:ii	129.4
TCGA-CM-5862-01A	80 years, male, white, stage:iva	129.4
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	129.1
TCGA-AA-3543-01A	84 years, male, stage:i	128.9
TCGA-AA-3524-01A	85 years, male, stage:ii	128.9
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	128.6
TCGA-AG-3600-01A	62 years, male, stage:iiic	128.6
TCGA-G4-6304-01A	66 years, female, white, stage:iib	128.2
TCGA-CI-6623-01B	44 years, male, white, stage:i	128.0
TCGA-AG-A032-01A	68 years, male, stage:iiib	127.8
TCGA-AA-3525-01A	90 years, male, stage:iiib	127.6
TCGA-CM-5864-01A	60 years, male, white, stage:i	127.2
TCGA-AG-3894-01A	65 years, male, stage:iia	127.0
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	126.6
TCGA-A6-6780-01A	74 years, male, white, stage:iia	126.5
TCGA-AA-A02E-01A	82 years, female, stage:iv	126.1
TCGA-AG-3599-01A	70 years, male, stage:i	125.8
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	125.5
TCGA-EI-6883-01A	63 years, male, white, stage:iic	125.4
TCGA-G4-6306-01A	71 years, male, white	125.4
TCGA-AD-6901-01A	78 years, male, white	125.2
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	125.2
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	124.7
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	124.6
TCGA-AA-3549-01A	69 years, male, stage:i	124.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	124.2
TCGA-A6-5665-01A	84 years, female, white, stage:iia	124.1
TCGA-AG-3902-01A	61 years, male, stage:iia	124.0
TCGA-AG-A00C-01A	49 years, female, stage:iiib	123.5
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	123.3
TCGA-CL-5918-01A	90 years, female, white, stage:iia	123.3
TCGA-A6-2674-01A	72 years, male, white, stage:iv	123.0
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	123.0
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	122.5
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	122.4
TCGA-AA-3553-01A	61 years, female, stage:i	122.0
TCGA-G4-6588-01A	58 years, female, white, stage:iia	121.9
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	121.6
TCGA-AA-3697-01A	77 years, male, stage:ii	121.4
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	121.3
TCGA-CM-6163-01A	74 years, male, white, stage:i	121.0
TCGA-AA-A02F-01A	68 years, female, stage:iv	120.9
TCGA-AG-3578-01A	76 years, female, stage:iia	120.9
TCGA-AA-3930-01A	66 years, male, stage:iv	120.7
TCGA-AG-3584-01A	60 years, male, stage:iv	120.5
TCGA-AA-3517-01A	60 years, male, stage:iia	120.3
TCGA-AA-3495-01A	79 years, male, stage:i	120.3
TCGA-AG-3594-01A	77 years, male, stage:iia	120.0
TCGA-AA-3531-01A	75 years, female, stage:iia	119.9
TCGA-G4-6311-01A	80 years, male, white, stage:iii	119.9
TCGA-A6-5662-01A	46 years, male, white, stage:iva	119.9
TCGA-AY-4071-01A	63 years, female, white, stage:i	119.7
TCGA-AG-A002-01A	35 years, male, stage:i	119.1
TCGA-AA-A00W-01A	80 years, male, stage:i	119.1
TCGA-AA-A00U-01A	50 years, male, stage:iiib	119.0
TCGA-AF-2691-01A	48 years, female, white, stage:i	119.0
TCGA-AG-3901-01A	67 years, female, stage:iiib	118.9
TCGA-D5-6930-01A	67 years, male, white, stage:iia	118.9
TCGA-AG-A020-01A	57 years, female, stage:iii	118.7
TCGA-AA-3506-01A	77 years, male, stage:i	118.6
TCGA-EI-6885-01A	57 years, female, white, stage:iv	118.6
TCGA-AA-3848-01A	82 years, female, stage:iiic	118.5
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	118.2
TCGA-AA-3972-01A	72 years, male, stage:iv	118.2
TCGA-AA-3844-01A	78 years, female, stage:iiic	118.2
TCGA-AA-3819-01A	41 years, female, stage:iia	117.9
TCGA-AA-3562-01A	82 years, male, stage:iiic	117.7
TCGA-AH-6544-01A	60 years, male, white	117.7
TCGA-AZ-5407-01A	51 years, female, white, stage:i	117.4
TCGA-D5-6530-01A	53 years, male, white, stage:i	117.3
TCGA-AA-3970-01A	65 years, male, stage:iia	117.3
TCGA-AA-A00L-01A	66 years, male, stage:iia	117.1
TCGA-A6-2683-01A	57 years, female, white, stage:iv	117.1
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	117.1
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	116.9
TCGA-G4-6297-01A	55 years, female, white, stage:iv	116.9
TCGA-D5-6540-01A	66 years, male, white, stage:i	116.7
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	116.6
TCGA-AA-3950-01A	79 years, female, stage:iia	116.5
TCGA-AA-3518-01A	81 years, female, stage:iia	116.4
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	116.2
TCGA-AA-A00E-01A	65 years, male, stage:iia	116.1
TCGA-AF-6672-01A	43 years, male, white, stage:iv	115.9
TCGA-CM-5349-01A	68 years, female, white, stage:iia	115.8
TCGA-AA-3556-01A	78 years, male, stage:i	115.8
TCGA-AA-A02J-01A	70 years, female, stage:iv	115.8
TCGA-AA-A00D-01A	70 years, male, stage:i	115.7
TCGA-AA-A02O-01A	82 years, male, stage:ii	115.6
TCGA-DM-A1D8-01A	50 years, female, white	115.5
TCGA-AD-6890-01A	65 years, male, white	115.1
TCGA-AG-3898-01A	61 years, male, stage:iia	114.9
TCGA-AG-A02X-01A	77 years, male, stage:i	114.8
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	114.6
TCGA-AA-3811-01A	84 years, female, stage:iii	114.5
TCGA-F4-6809-01A	52 years, female, white, stage:iva	114.3
TCGA-AA-3941-01A	84 years, female, stage:iva	114.3
TCGA-A6-3808-01A	73 years, male, white, stage:iia	114.2
TCGA-AG-3896-01A	85 years, female, stage:i	114.2
TCGA-AG-A015-01A	64 years, female, stage:i	114.0
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	114.0
TCGA-AG-3893-01A	74 years, male, stage:iiib	114.0
TCGA-D5-6532-01A	61 years, male, white, stage:iia	113.6
TCGA-AA-3858-01A	67 years, male, stage:i	113.5
TCGA-A6-5659-01A	82 years, male, white, stage:i	113.5
TCGA-AA-A00Z-01A	70 years, male, stage:iia	113.0
TCGA-F4-6854-01A	77 years, female, white, stage:iia	112.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	112.5
TCGA-AF-2692-01A	54 years, female, white, stage:iia	112.4
TCGA-AA-3856-01A	59 years, male, stage:iia	112.1
TCGA-AG-A01J-01A	59 years, female, stage:iia	111.9
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	111.8
TCGA-AG-3582-01A	75 years, male, stage:iv	111.6
TCGA-AG-3878-01A	64 years, male, stage:i	111.3
TCGA-AD-6548-01A	81 years, female, white, stage:i	111.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	111.3
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	111.0
TCGA-CM-6674-01A	39 years, male, white, stage:iia	110.8
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	110.7
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	110.3
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	109.8
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	109.6
TCGA-AA-3976-01A	70 years, male, stage:iiia	109.6
TCGA-AG-3742-01A	85 years, female, stage:i	109.5
TCGA-AA-A01K-01A	74 years, female, stage:iiic	109.5
TCGA-AA-A02K-01A	50 years, male, stage:iv	109.2
TCGA-AD-6964-01A	58 years, male, white	109.2
TCGA-AA-3673-01A	53 years, female, stage:ii	109.2
TCGA-AA-3555-01A	81 years, female, stage:iia	108.9
TCGA-AM-5820-01A	60 years, female, white, stage:iva	108.9
TCGA-AF-2693-01A	75 years, male, white, stage:i	108.9
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	108.7
TCGA-AH-6644-01A	73 years, male, white	108.7
TCGA-AG-A008-01A	50 years, female, stage:i	108.5
TCGA-AA-A017-01A	57 years, female, stage:iia	108.4
TCGA-AG-3574-01A	89 years, female, stage:ii	108.3
TCGA-AA-3877-01A	83 years, female, stage:i	108.3
TCGA-CM-5860-01A	44 years, male, white, stage:iia	108.3
TCGA-AG-3727-01A	78 years, female, stage:iii	108.2
TCGA-AG-4005-01A	64 years, male, stage:iv	108.2
TCGA-AG-3612-01A	55 years, female, stage:iiib	108.0
TCGA-AA-A01V-01A	59 years, male, stage:i	107.9
TCGA-CM-5868-01A	59 years, female, white, stage:iva	107.6
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	107.4
TCGA-AG-3728-01A	73 years, male, stage:iiib	107.4
TCGA-A6-5666-01A	78 years, male, white, stage:iic	107.3
TCGA-AA-A00A-01A	80 years, male, stage:iia	107.1
TCGA-AA-3833-01A	63 years, female, stage:iia	107.1
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	107.0
TCGA-A6-6138-01A	61 years, male, white, stage:i	106.9
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	106.8
TCGA-AA-3514-01A	81 years, female, stage:i	106.4
TCGA-CM-6678-01A	63 years, female, white, stage:iva	106.3
TCGA-AG-3586-01A	72 years, female, stage:iii	106.1
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	106.0
TCGA-CK-4948-01B	45 years, female, white, stage:iii	105.9
TCGA-AA-3971-01A	58 years, male, stage:iii	105.8
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	105.8
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	105.6
TCGA-AA-3532-01A	63 years, male, stage:iia	105.5
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	105.4
TCGA-A6-6140-01A	62 years, male, white, stage:iia	105.3
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	105.1
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	105.1
TCGA-CM-6677-01A	75 years, female, white, stage:iia	105.0
TCGA-EI-7002-01A	58 years, male, white, stage:iv	105.0
TCGA-AA-3975-01A	80 years, male, stage:i	105.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	104.8
TCGA-AA-3980-01A	89 years, female, stage:i	104.8
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	104.5
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	104.5
TCGA-D5-6529-01A	69 years, male, white, stage:iia	104.2
TCGA-AA-A01D-01A	47 years, female, stage:iiic	104.1
TCGA-A6-6142-01A	56 years, female, white, stage:iva	104.0
TCGA-AD-6889-01A	male, asian, stage:iia	104.0
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	104.0
TCGA-AA-3538-01A	54 years, female, stage:i	103.9
TCGA-AA-3842-01A	51 years, male, stage:iiia	103.9
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	103.7
TCGA-AA-3875-01A	78 years, female, stage:i	103.3
TCGA-AA-A010-01A	46 years, female, stage:iib	103.2
TCGA-AG-A016-01A	55 years, male, stage:iv	103.1
TCGA-D5-5537-01A	83 years, male, white	103.1
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	103.0
TCGA-AA-3662-01A	80 years, female, stage:iv	102.9
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	102.9
TCGA-G4-6626-01A	90 years, male, white, stage:iia	102.8
TCGA-AG-3592-01A	68 years, male, stage:iia	102.7
TCGA-D5-6923-01A	57 years, male, white, stage:i	102.7
TCGA-AA-3511-01A	64 years, male, stage:ii	102.3
TCGA-AA-3831-01A	66 years, male, stage:iia	102.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	101.8
TCGA-G5-6233-01A	74 years, male, white	101.8
TCGA-AA-3554-01A	62 years, female, stage:iia	101.6
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	101.5
TCGA-AA-3812-01A	82 years, female, stage:iia	101.4
TCGA-AA-3522-01A	67 years, male, stage:iia	101.2
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	101.1
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	101.0
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	100.9
TCGA-AA-A01S-01A	47 years, female, stage:iii	100.9
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	100.9
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	100.8
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	100.7
TCGA-AA-A00K-01A	79 years, male, stage:iia	100.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	100.5
TCGA-F5-6812-01A	67 years, male, white, stage:iia	100.4
TCGA-A6-6653-01A	82 years, male, white, stage:i	100.3
TCGA-CI-6619-01B	41 years, male, white, stage:iv	99.9
TCGA-F4-6856-01A	45 years, male, white, stage:i	99.9
TCGA-AG-A025-01A	62 years, female, stage:i	99.8
TCGA-AA-A01I-01A	76 years, male, stage:i	99.8
TCGA-DM-A282-01A	61 years, female, white, stage:iia	99.8
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	99.4
TCGA-AA-3982-01A	75 years, male, stage:iiib	99.0
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	98.9
TCGA-AG-A014-01A	86 years, male, stage:i	98.9
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	98.9
TCGA-AA-3818-01A	78 years, female, stage:iia	98.8
TCGA-EF-5830-01A	54 years, male, white, stage:iib	98.8
TCGA-AG-3890-01A	62 years, male, stage:i	98.6
TCGA-DM-A280-01A	70 years, female, white, stage:iia	98.4
TCGA-AG-4007-01A	87 years, male, stage:iv	98.4
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	98.3
TCGA-D5-6898-01A	51 years, female, white, stage:i	98.2
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	97.8
TCGA-CL-4957-01A	79 years, female	97.6
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	97.6
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	97.5
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	97.4
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	97.2
TCGA-AA-3855-01A	72 years, male, stage:i	97.2
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	97.0
TCGA-G4-6320-01A	73 years, male, white, stage:iii	96.9
TCGA-D5-6541-01A	49 years, male, white, stage:iia	96.8
TCGA-G4-6625-01A	77 years, female, white, stage:iia	96.7
TCGA-CI-6624-01C	53 years, female, white, stage:i	96.5
TCGA-AG-A00H-01A	75 years, male, stage:iia	96.5
TCGA-D5-6932-01A	69 years, male, white, stage:iia	96.2
TCGA-A6-6782-01A	82 years, male, white, stage:iib	96.2
TCGA-AA-3986-01A	73 years, male, stage:i	96.0
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	95.7
TCGA-F4-6806-01A	59 years, female, white, stage:i	95.6
TCGA-CM-6676-01A	82 years, male, white, stage:i	95.5
TCGA-AA-A00N-01A	75 years, male, stage:iib	95.3
TCGA-EI-6882-01A	59 years, male, white, stage:iia	95.3
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	95.1
TCGA-F5-6861-01A	60 years, female, white, stage:iia	94.8
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	94.4
TCGA-AA-A01Q-01A	48 years, female, stage:ii	94.4
TCGA-AF-5654-01A	73 years, female, white, stage:i	94.1
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	94.0
TCGA-AG-4008-01A	63 years, male, stage:iia	94.0
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	93.9
TCGA-AA-3870-01A	71 years, female, stage:iv	93.9
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	93.8
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	93.7
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	93.7
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	93.6
TCGA-AG-3725-01A	90 years, female, stage:iii	93.6
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	93.4
TCGA-AA-3968-01A	55 years, female, stage:i	93.4
TCGA-AA-3696-01A	75 years, female, stage:iv	93.3
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	93.3
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	93.3
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	93.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	93.2
TCGA-D5-6924-01A	68 years, male, white, stage:iia	92.9
TCGA-G4-6293-01A	49 years, female, white, stage:iii	92.9
TCGA-CI-6622-01A	74 years, male, white, stage:iib	92.9
TCGA-EI-6506-01A	78 years, female, white, stage:iia	92.9
TCGA-AG-A02N-01A	67 years, male, stage:ii	92.8
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	92.6
TCGA-CK-6751-01A	88 years, female, white, stage:i	92.6
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	92.5
TCGA-CK-5916-01A	71 years, female, white, stage:i	92.3
TCGA-AA-A01C-01A	75 years, male, stage:iiia	92.3
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	92.1
TCGA-DC-6160-01A	68 years, male, white, stage:i	92.0
TCGA-AA-3989-01A	84 years, male, stage:iv	91.9
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	91.9
TCGA-AG-4001-01A	74 years, female, stage:iia	91.8
TCGA-AA-3655-01A	68 years, male, stage:ii	91.4
TCGA-AA-A01G-01A	63 years, male, stage:iia	91.3
TCGA-AH-6549-01A	66 years, male, white	91.3
TCGA-D5-6539-01A	45 years, female, white	91.2
TCGA-AA-3861-01A	72 years, male, stage:iia	91.0
TCGA-CM-6164-01A	46 years, female, white, stage:iia	90.7
TCGA-G5-6572-01A	56 years, male, white	90.5
TCGA-DC-6681-01A	70 years, female, white, stage:iva	90.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv	90.3
TCGA-CM-6166-01A	48 years, female, white, stage:i	90.3
TCGA-CI-6620-01A	41 years, female, white, stage:iva	90.2
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	90.1
TCGA-CM-6170-01A	73 years, female, white, stage:i	90.1
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	89.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv	89.8
TCGA-F4-6570-01A	78 years, female, white, stage:iia	89.7
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	89.6
TCGA-AG-3909-01A	69 years, female, stage:iiib	89.5
TCGA-AA-3956-01A	65 years, male, stage:iia	89.5
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	89.4
TCGA-G4-6315-01A	66 years, male, white, stage:iv	89.3
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	89.2
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	89.0
TCGA-F4-6463-01A	51 years, male, white, stage:iia	88.9
TCGA-D5-6927-01A	34 years, male, white, stage:iia	88.8
TCGA-F4-6805-01A	58 years, female, white, stage:iia	88.5
TCGA-AA-A004-01A	76 years, male, stage:iia	88.4
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	88.4
TCGA-EF-5831-01A	72 years, male, white, stage:iia	88.2
TCGA-AA-A00O-01A	83 years, female, stage:iiic	88.0
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	88.0
TCGA-DC-6154-01A	57 years, female, white, stage:iva	88.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	88.0
TCGA-AA-A02H-01A	74 years, female, stage:iv	87.6
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	87.4
TCGA-AG-A023-01A	62 years, female, stage:iv	87.2
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	87.2
TCGA-AA-A00F-01A	66 years, male, stage:iiic	86.9
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	86.8
TCGA-F4-6855-01A	70 years, female, white, stage:iia	86.7
TCGA-AY-6197-01A	60 years, male, white, stage:iia	86.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	86.5
TCGA-AA-3821-01A	81 years, female, stage:i	86.5
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	86.3
TCGA-AU-6004-01A	69 years, female, white, stage:i	86.1
TCGA-CK-5912-01A	82 years, male, white, stage:i	86.1
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	86.0
TCGA-D5-6929-01A	49 years, female, white, stage:iv	85.9
TCGA-AA-3681-01A	77 years, female, stage:iii	85.7
TCGA-AA-3867-01A	74 years, male, stage:iv	85.7
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	85.4
TCGA-EI-6510-01A	77 years, female, white	85.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia	85.3
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	85.2
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	85.1
TCGA-AA-3854-01A	71 years, female, stage:i	85.0
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	84.6
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	84.5
TCGA-AA-3530-01A	80 years, male, stage:i	84.4
TCGA-DC-6158-01A	70 years, male, white, stage:i	84.3
TCGA-AG-4022-01A	59 years, female, stage:ii	84.0
TCGA-G4-6627-01A	84 years, male, white, stage:iia	83.9
TCGA-AA-3846-01A	74 years, female, stage:iia	83.6
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	83.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia	83.4
TCGA-EI-6514-01A	59 years, female, white, stage:iia	83.2
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	83.2
TCGA-G4-6295-01A	70 years, female, white, stage:ii	83.2
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	83.1
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	82.8
TCGA-AA-3489-01A	75 years, male, stage:ii	82.7
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	82.4
TCGA-CK-5913-01A	58 years, female, white, stage:iia	82.2
TCGA-AA-A029-01A	67 years, male, stage:ii	82.1
TCGA-AH-6897-01A	48 years, male, white, stage:i	82.0
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	81.5
TCGA-AA-A024-01A	81 years, male, stage:ii	81.5
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	81.4
TCGA-CK-6747-01A	87 years, female, white, stage:iia	81.3
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	81.1
TCGA-DC-6682-01A	57 years, male, white, stage:iia	81.1
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	81.0
TCGA-D5-7000-01A	79 years, female, white, stage:i	80.2
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	79.8
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	79.8
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	79.7
TCGA-F5-6811-01A	72 years, female, white, stage:iia	79.7
TCGA-AZ-6603-01A	77 years, female, white	79.2
TCGA-A6-2675-01A	78 years, male, white, stage:iia	79.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia	79.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	79.1
TCGA-AG-4021-01A	84 years, female, stage:iv	79.0
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	78.9
TCGA-D5-6531-01A	75 years, male, white, stage:iia	78.1
TCGA-AA-3713-01A	68 years, male, stage:iv	77.7
TCGA-AG-3731-01A	65 years, male, stage:iv	77.6
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	77.4
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	77.2
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	76.4
TCGA-D5-6534-01A	62 years, female, white, stage:iia	75.9
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	75.9
TCGA-AZ-6599-01A	72 years, male, white, stage:i	75.8
TCGA-AA-A00J-01A	80 years, male, stage:iiib	75.8
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	75.5
TCGA-CM-6679-01A	58 years, male, white, stage:iia	75.3
TCGA-AA-3680-01A	67 years, female, stage:iv	75.1
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	75.1
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	75.1
TCGA-AA-3837-01A	67 years, male, stage:iia	75.0
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	74.9
TCGA-CK-6748-01A	45 years, female, white, stage:iv	74.8
TCGA-AA-3534-01A	78 years, female, stage:iia	74.6
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	74.4
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	74.4
TCGA-EI-6507-01A	60 years, male, white, stage:iia	73.0
TCGA-F4-6569-01A	60 years, male, white, stage:i	73.0
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	72.8
TCGA-F5-6571-01A	62 years, female, white, stage:iia	72.6
TCGA-AA-A02W-01A	73 years, female, stage:i	72.3
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	72.3
TCGA-CM-6165-01A	74 years, male, white, stage:iia	72.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia	72.1
TCGA-F5-6465-01A	64 years, female, white, stage:iia	72.1
TCGA-G4-6314-01A	76 years, female, white, stage:iv	72.0
TCGA-AA-3496-01A	83 years, female, stage:ii	71.7
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	71.1
TCGA-EI-7004-01A	37 years, female, white	70.9
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	70.6
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	70.3
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	70.1
TCGA-CM-6161-01A	36 years, female, white, stage:i	69.7
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	69.4
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	69.4
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	68.9
TCGA-A6-6648-01A	56 years, male, white, stage:iva	68.9
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	68.9
TCGA-AA-3664-01A	74 years, female, stage:ii	68.2
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	66.4
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	66.1
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	65.8
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	65.5
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	65.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	64.8
TCGA-AG-3732-01A	78 years, female, stage:i	63.8
TCGA-DM-A285-01A	71 years, female, white, stage:iv	63.1
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	62.4
TCGA-AA-A01F-01A	72 years, male, stage:iiib	62.0
TCGA-DC-6156-01A	62 years, male, white, stage:iva	61.8
TCGA-CM-6171-01A	77 years, female, white, stage:i	60.6
TCGA-AH-6547-01A	79 years, female, white	60.4
TCGA-AA-A03F-01A	90 years, female, stage:iii	60.1
TCGA-F5-6702-01A	71 years, male, white, stage:iva	59.8
TCGA-WS-AB45-01A	female, black or african american, stage:iia	55.8
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	50.6
TCGA-G4-6321-01A	60 years, female, white, stage:iii	48.1
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	46.8
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	24.0
TCGA-A6-2684-01C	75 years, female, white, stage:i	14.9
TCGA-A6-5656-01B	74 years, male, white, stage:i	13.1
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	10.8

Show all

Best separation

Median separation

Expression cutoff

115.8 FPKM

106.9 FPKM

5-year survival high

68%

63%

5-year survival low

57%

61%

Log-rank P value

1.92e-1

7.97e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

112.4

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i	259.4
TCGA-AA-3560-01A	72 years, female, stage:iiic	245.0
TCGA-AA-3488-01A	58 years, male, stage:iv	233.2
TCGA-AZ-4315-01A	61 years, male, white, stage:iia	232.4
TCGA-AA-3561-01A	72 years, male, stage:iia	221.3
TCGA-AA-3542-01A	69 years, male, stage:iiic	217.0
TCGA-AZ-4313-01A	51 years, female, white, stage:i	212.7
TCGA-AA-3715-01A	77 years, male, stage:ii	205.2
TCGA-AA-3492-01A	90 years, female, stage:ii	202.2
TCGA-AA-A01X-01A	80 years, female, stage:iii	202.1
TCGA-AA-3685-01A	69 years, male, stage:ii	192.9
TCGA-CM-4747-01A	47 years, male, white, stage:iva	186.6
TCGA-A6-2681-01A	73 years, female, white, stage:iia	186.0
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic	186.0
TCGA-AA-3675-01A	84 years, male, stage:ii	183.1
TCGA-CM-5341-01A	82 years, female, white, stage:iiia	179.6
TCGA-A6-3807-01A	53 years, female, white, stage:iiic	178.6
TCGA-AA-3679-01A	59 years, male, stage:iv	177.2
TCGA-AA-3526-01A	57 years, male, stage:i	177.2
TCGA-AZ-4682-01B	61 years, male, white, stage:iva	174.9
TCGA-AA-3666-01A	68 years, male, stage:iii	174.4
TCGA-G4-6586-01A	74 years, female, white, stage:iia	173.1
TCGA-CM-4743-01A	69 years, male, white, stage:iia	172.5
TCGA-A6-2679-01A	73 years, female, white, stage:iib	172.2
TCGA-A6-2686-01A	81 years, female, white, stage:iia	170.7
TCGA-CM-5861-01A	63 years, female, white, stage:iia	168.3
TCGA-AA-3678-01A	60 years, female, stage:iii	168.2
TCGA-G4-6628-01A	78 years, male, white, stage:i	166.9
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib	165.6
TCGA-AA-3869-01A	76 years, male, stage:iv	164.6
TCGA-G4-6307-01A	37 years, female, white, stage:iiib	163.3
TCGA-D5-6536-01A	73 years, male, white, stage:iia	163.0
TCGA-AA-3979-01A	84 years, male, stage:iia	162.3
TCGA-CM-4750-01A	34 years, female, white, stage:iiia	162.2
TCGA-A6-4107-01A	57 years, female, white, stage:iiib	161.6
TCGA-D5-5540-01A	73 years, male, white, stage:iia	161.4
TCGA-A6-2676-01A	75 years, female, white, stage:iib	161.3
TCGA-CA-5256-01A	54 years, female, asian, stage:iia	159.9
TCGA-AD-5900-01A	67 years, male, white, stage:i	159.5
TCGA-AD-6888-01A	73 years, male, white, stage:iiib	159.1
TCGA-AA-3688-01A	80 years, male, stage:iv	158.3
TCGA-AA-3663-01A	42 years, male, stage:ii	157.6
TCGA-AA-3952-01A	68 years, male, stage:iiic	157.4
TCGA-AA-3660-01A	51 years, female, stage:ii	157.2
TCGA-AZ-4323-01A	37 years, male, white, stage:iv	155.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv	155.0
TCGA-AU-3779-01A	80 years, female, white, stage:iia	154.8
TCGA-AA-3516-01A	74 years, female, stage:iii	154.5
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii	154.2
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic	154.2
TCGA-G4-6299-01A	69 years, male, white, stage:iiic	153.5
TCGA-AA-A02Y-01A	73 years, male, stage:i	153.2
TCGA-AA-3860-01A	53 years, female, stage:iiib	153.0
TCGA-AA-3548-01A	71 years, female, stage:iiic	152.3
TCGA-AA-3939-01A	83 years, male, stage:iia	152.1
TCGA-AA-A00R-01A	64 years, female, stage:i	151.9
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia	151.8
TCGA-AA-3994-01A	69 years, male, stage:iiib	150.8
TCGA-CM-4744-01A	69 years, male, white, stage:i	149.9
TCGA-AA-A01T-01A	63 years, female, stage:iii	149.3
TCGA-AA-3509-01A	54 years, female, stage:ii	149.2
TCGA-DM-A28K-01A	75 years, male, white, stage:iia	148.7
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic	147.6
TCGA-AA-3862-01A	82 years, male, stage:iia	147.4
TCGA-AA-3552-01A	85 years, male, stage:iiic	147.3
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva	146.5
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva	146.0
TCGA-AA-3494-01A	55 years, male, stage:iv	145.8
TCGA-A6-3810-01A	63 years, male, white, stage:iia	145.8
TCGA-AA-3710-01A	80 years, female, stage:iia	145.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva	145.5
TCGA-AA-3510-01A	70 years, male, stage:ii	144.8
TCGA-A6-3809-01A	71 years, female, white, stage:iib	144.7
TCGA-AA-A01R-01A	47 years, male, stage:iii	144.7
TCGA-AA-3502-01A	73 years, male, stage:i	142.3
TCGA-AM-5821-01A	68 years, female, white, stage:iia	142.3
TCGA-AA-3841-01A	66 years, male, stage:iia	141.0
TCGA-AA-3667-01A	36 years, female, stage:i	140.3
TCGA-AA-3866-01A	78 years, female, stage:i	140.3
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib	139.4
TCGA-AA-3949-01A	87 years, female, stage:iiib	139.0
TCGA-AD-6895-01A	84 years, male, white, stage:iiib	138.7
TCGA-AA-3955-01A	38 years, male, stage:iiib	138.2
TCGA-AA-3864-01A	71 years, male, stage:ii	137.3
TCGA-CA-5797-01A	56 years, male, asian, stage:iia	137.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia	136.5
TCGA-AA-3815-01A	65 years, female, stage:iia	136.2
TCGA-AD-6963-01A	58 years, male, white	135.9
TCGA-AZ-6606-01A	81 years, male, white, stage:iv	135.7
TCGA-A6-2682-01A	70 years, male, white, stage:iv	135.4
TCGA-AA-3973-01A	69 years, male, stage:iv	135.3
TCGA-AA-3544-01A	68 years, male, stage:i	135.0
TCGA-D5-6533-01A	68 years, female, white	134.5
TCGA-AA-A01P-01A	80 years, female, stage:iii	134.4
TCGA-AZ-4684-01A	50 years, male, white, stage:iva	134.2
TCGA-CM-4748-01A	53 years, male, white, stage:iiib	133.9
TCGA-F4-6808-01A	54 years, female, white, stage:i	133.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic	133.7
TCGA-AA-3966-01A	89 years, female, stage:iia	133.6
TCGA-AA-3977-01A	65 years, male	133.5
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib	133.4
TCGA-CK-4951-01A	79 years, female, white, stage:iia	133.2
TCGA-DM-A28C-01A	74 years, male, white, stage:iia	133.1
TCGA-AA-3672-01A	90 years, female, stage:iii	132.8
TCGA-AZ-5403-01A	43 years, male, white, stage:ii	132.4
TCGA-AA-3947-01A	60 years, female, stage:iib	132.3
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia	132.0
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia	131.1
TCGA-AA-3692-01A	47 years, female, stage:iv	130.9
TCGA-AA-3851-01A	74 years, male, stage:iia	130.4
TCGA-AA-3519-01A	63 years, male, stage:iii	130.3
TCGA-AA-A02R-01A	84 years, female, stage:iia	130.2
TCGA-DM-A28M-01A	63 years, male, white, stage:iia	130.2
TCGA-D5-5539-01A	60 years, male, white, stage:iiia	130.2
TCGA-AA-A03J-01A	65 years, female, stage:i	130.2
TCGA-AA-3520-01A	86 years, female, stage:ii	129.9
TCGA-AA-A01Z-01A	68 years, male, stage:ii	129.4
TCGA-CM-5862-01A	80 years, male, white, stage:iva	129.4
TCGA-AA-3543-01A	84 years, male, stage:i	128.9
TCGA-AA-3524-01A	85 years, male, stage:ii	128.9
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia	128.6
TCGA-G4-6304-01A	66 years, female, white, stage:iib	128.2
TCGA-AA-3525-01A	90 years, male, stage:iiib	127.6
TCGA-CM-5864-01A	60 years, male, white, stage:i	127.2
TCGA-D5-6537-01A	64 years, male, white, stage:iiib	126.6
TCGA-A6-6780-01A	74 years, male, white, stage:iia	126.5
TCGA-AA-A02E-01A	82 years, female, stage:iv	126.1
TCGA-G4-6322-01A	65 years, male, white, stage:iiib	125.5
TCGA-G4-6306-01A	71 years, male, white	125.4
TCGA-AD-6901-01A	78 years, male, white	125.2
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i	125.2
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia	124.6
TCGA-AA-3549-01A	69 years, male, stage:i	124.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia	124.2
TCGA-A6-5665-01A	84 years, female, white, stage:iia	124.1
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia	123.3
TCGA-A6-2674-01A	72 years, male, white, stage:iv	123.0
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic	123.0
TCGA-AA-3553-01A	61 years, female, stage:i	122.0
TCGA-G4-6588-01A	58 years, female, white, stage:iia	121.9
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia	121.6
TCGA-AA-3697-01A	77 years, male, stage:ii	121.4
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib	121.3
TCGA-CM-6163-01A	74 years, male, white, stage:i	121.0
TCGA-AA-A02F-01A	68 years, female, stage:iv	120.9
TCGA-AA-3930-01A	66 years, male, stage:iv	120.7
TCGA-AA-3517-01A	60 years, male, stage:iia	120.3
TCGA-AA-3495-01A	79 years, male, stage:i	120.3
TCGA-AA-3531-01A	75 years, female, stage:iia	119.9
TCGA-G4-6311-01A	80 years, male, white, stage:iii	119.9
TCGA-A6-5662-01A	46 years, male, white, stage:iva	119.9
TCGA-AY-4071-01A	63 years, female, white, stage:i	119.7
TCGA-AA-A00W-01A	80 years, male, stage:i	119.1
TCGA-AA-A00U-01A	50 years, male, stage:iiib	119.0
TCGA-D5-6930-01A	67 years, male, white, stage:iia	118.9
TCGA-AA-3506-01A	77 years, male, stage:i	118.6
TCGA-AA-3848-01A	82 years, female, stage:iiic	118.5
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv	118.2
TCGA-AA-3972-01A	72 years, male, stage:iv	118.2
TCGA-AA-3844-01A	78 years, female, stage:iiic	118.2
TCGA-AA-3819-01A	41 years, female, stage:iia	117.9
TCGA-AA-3562-01A	82 years, male, stage:iiic	117.7
TCGA-AZ-5407-01A	51 years, female, white, stage:i	117.4
TCGA-D5-6530-01A	53 years, male, white, stage:i	117.3
TCGA-AA-3970-01A	65 years, male, stage:iia	117.3
TCGA-AA-A00L-01A	66 years, male, stage:iia	117.1
TCGA-A6-2683-01A	57 years, female, white, stage:iv	117.1
TCGA-G4-6297-01A	55 years, female, white, stage:iv	116.9
TCGA-D5-6540-01A	66 years, male, white, stage:i	116.7
TCGA-A6-2678-01A	43 years, female, white, stage:iiib	116.6
TCGA-AA-3950-01A	79 years, female, stage:iia	116.5
TCGA-AA-3518-01A	81 years, female, stage:iia	116.4
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia	116.2
TCGA-AA-A00E-01A	65 years, male, stage:iia	116.1
TCGA-CM-5349-01A	68 years, female, white, stage:iia	115.8
TCGA-AA-3556-01A	78 years, male, stage:i	115.8
TCGA-AA-A02J-01A	70 years, female, stage:iv	115.8
TCGA-AA-A00D-01A	70 years, male, stage:i	115.7
TCGA-AA-A02O-01A	82 years, male, stage:ii	115.6
TCGA-DM-A1D8-01A	50 years, female, white	115.5
TCGA-AD-6890-01A	65 years, male, white	115.1
TCGA-AA-3811-01A	84 years, female, stage:iii	114.5
TCGA-F4-6809-01A	52 years, female, white, stage:iva	114.3
TCGA-AA-3941-01A	84 years, female, stage:iva	114.3
TCGA-A6-3808-01A	73 years, male, white, stage:iia	114.2
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib	114.0
TCGA-D5-6532-01A	61 years, male, white, stage:iia	113.6
TCGA-AA-3858-01A	67 years, male, stage:i	113.5
TCGA-A6-5659-01A	82 years, male, white, stage:i	113.5
TCGA-AA-A00Z-01A	70 years, male, stage:iia	113.0
TCGA-F4-6854-01A	77 years, female, white, stage:iia	112.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii	112.5
TCGA-AA-3856-01A	59 years, male, stage:iia	112.1
TCGA-AD-6899-01A	84 years, male, white, stage:iiic	111.8
TCGA-AD-6548-01A	81 years, female, white, stage:i	111.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia	111.3
TCGA-CM-6674-01A	39 years, male, white, stage:iia	110.8
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia	110.7
TCGA-F4-6460-01A	51 years, female, white, stage:iiib	110.3
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic	109.8
TCGA-AZ-4616-01A	82 years, female, white, stage:iv	109.6
TCGA-AA-3976-01A	70 years, male, stage:iiia	109.6
TCGA-AA-A01K-01A	74 years, female, stage:iiic	109.5
TCGA-AA-A02K-01A	50 years, male, stage:iv	109.2
TCGA-AD-6964-01A	58 years, male, white	109.2
TCGA-AA-3673-01A	53 years, female, stage:ii	109.2
TCGA-AA-3555-01A	81 years, female, stage:iia	108.9
TCGA-AM-5820-01A	60 years, female, white, stage:iva	108.9
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia	108.7
TCGA-AA-A017-01A	57 years, female, stage:iia	108.4
TCGA-AA-3877-01A	83 years, female, stage:i	108.3
TCGA-CM-5860-01A	44 years, male, white, stage:iia	108.3
TCGA-AA-A01V-01A	59 years, male, stage:i	107.9
TCGA-CM-5868-01A	59 years, female, white, stage:iva	107.6
TCGA-D5-5538-01A	60 years, female, white, stage:iiib	107.4
TCGA-A6-5666-01A	78 years, male, white, stage:iic	107.3
TCGA-AA-A00A-01A	80 years, male, stage:iia	107.1
TCGA-AA-3833-01A	63 years, female, stage:iia	107.1
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic	107.0
TCGA-A6-6138-01A	61 years, male, white, stage:i	106.9
TCGA-F4-6459-01A	61 years, female, white, stage:iiib	106.8
TCGA-AA-3514-01A	81 years, female, stage:i	106.4
TCGA-CM-6678-01A	63 years, female, white, stage:iva	106.3
TCGA-CK-4948-01B	45 years, female, white, stage:iii	105.9
TCGA-AA-3971-01A	58 years, male, stage:iii	105.8
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia	105.8
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib	105.6
TCGA-AA-3532-01A	63 years, male, stage:iia	105.5
TCGA-A6-6140-01A	62 years, male, white, stage:iia	105.3
TCGA-CA-6718-01A	46 years, male, asian, stage:iia	105.1
TCGA-CM-6677-01A	75 years, female, white, stage:iia	105.0
TCGA-AA-3975-01A	80 years, male, stage:i	105.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib	104.8
TCGA-AA-3980-01A	89 years, female, stage:i	104.8
TCGA-CA-5255-01A	45 years, male, asian, stage:iia	104.5
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib	104.5
TCGA-D5-6529-01A	69 years, male, white, stage:iia	104.2
TCGA-AA-A01D-01A	47 years, female, stage:iiic	104.1
TCGA-A6-6142-01A	56 years, female, white, stage:iva	104.0
TCGA-AD-6889-01A	male, asian, stage:iia	104.0
TCGA-AA-3538-01A	54 years, female, stage:i	103.9
TCGA-AA-3842-01A	51 years, male, stage:iiia	103.9
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib	103.7
TCGA-AA-3875-01A	78 years, female, stage:i	103.3
TCGA-AA-A010-01A	46 years, female, stage:iib	103.2
TCGA-D5-5537-01A	83 years, male, white	103.1
TCGA-AA-3662-01A	80 years, female, stage:iv	102.9
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic	102.9
TCGA-G4-6626-01A	90 years, male, white, stage:iia	102.8
TCGA-D5-6923-01A	57 years, male, white, stage:i	102.7
TCGA-AA-3511-01A	64 years, male, stage:ii	102.3
TCGA-AA-3831-01A	66 years, male, stage:iia	102.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic	101.8
TCGA-AA-3554-01A	62 years, female, stage:iia	101.6
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic	101.5
TCGA-AA-3812-01A	82 years, female, stage:iia	101.4
TCGA-AA-3522-01A	67 years, male, stage:iia	101.2
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i	101.0
TCGA-CA-6716-01A	65 years, male, asian, stage:iia	100.9
TCGA-AA-A01S-01A	47 years, female, stage:iii	100.9
TCGA-CM-4751-01A	62 years, male, white, stage:iiib	100.9
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb	100.8
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv	100.7
TCGA-AA-A00K-01A	79 years, male, stage:iia	100.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i	100.5
TCGA-A6-6653-01A	82 years, male, white, stage:i	100.3
TCGA-F4-6856-01A	45 years, male, white, stage:i	99.9
TCGA-AA-A01I-01A	76 years, male, stage:i	99.8
TCGA-DM-A282-01A	61 years, female, white, stage:iia	99.8
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic	99.4
TCGA-AA-3982-01A	75 years, male, stage:iiib	99.0
TCGA-D5-6922-01A	76 years, male, white, stage:iiia	98.9
TCGA-AA-3818-01A	78 years, female, stage:iia	98.8
TCGA-DM-A280-01A	70 years, female, white, stage:iia	98.4
TCGA-CA-5254-01A	42 years, female, asian, stage:iia	98.3
TCGA-D5-6898-01A	51 years, female, white, stage:i	98.2
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv	97.8
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv	97.6
TCGA-D5-6535-01A	80 years, female, white, stage:iiib	97.5
TCGA-AA-A00Q-01A	66 years, female, stage:iiib	97.4
TCGA-AA-3855-01A	72 years, male, stage:i	97.2
TCGA-F4-6461-01A	41 years, female, white, stage:iiic	97.0
TCGA-G4-6320-01A	73 years, male, white, stage:iii	96.9
TCGA-D5-6541-01A	49 years, male, white, stage:iia	96.8
TCGA-G4-6625-01A	77 years, female, white, stage:iia	96.7
TCGA-D5-6932-01A	69 years, male, white, stage:iia	96.2
TCGA-A6-6782-01A	82 years, male, white, stage:iib	96.2
TCGA-AA-3986-01A	73 years, male, stage:i	96.0
TCGA-D5-5541-01A	63 years, male, white, stage:iiib	95.7
TCGA-F4-6806-01A	59 years, female, white, stage:i	95.6
TCGA-CM-6676-01A	82 years, male, white, stage:i	95.5
TCGA-AA-A00N-01A	75 years, male, stage:iib	95.3
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib	94.4
TCGA-AA-A01Q-01A	48 years, female, stage:ii	94.4
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic	94.0
TCGA-AZ-6598-01A	77 years, female, white, stage:ii	93.9
TCGA-AA-3870-01A	71 years, female, stage:iv	93.9
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia	93.8
TCGA-F4-6807-01A	51 years, female, white, stage:iiic	93.7
TCGA-DM-A28E-01A	72 years, female, white, stage:iia	93.7
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia	93.6
TCGA-A6-5667-01A	40 years, female, white, stage:iiib	93.4
TCGA-AA-3968-01A	55 years, female, stage:i	93.4
TCGA-AA-3696-01A	75 years, female, stage:iv	93.3
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia	93.3
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic	93.3
TCGA-CK-5914-01A	81 years, male, white, stage:iiib	93.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic	93.2
TCGA-D5-6924-01A	68 years, male, white, stage:iia	92.9
TCGA-G4-6293-01A	49 years, female, white, stage:iii	92.9
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib	92.6
TCGA-CK-6751-01A	88 years, female, white, stage:i	92.6
TCGA-CM-5863-01A	60 years, female, white, stage:iiib	92.5
TCGA-CK-5916-01A	71 years, female, white, stage:i	92.3
TCGA-AA-A01C-01A	75 years, male, stage:iiia	92.3
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia	92.1
TCGA-AA-3989-01A	84 years, male, stage:iv	91.9
TCGA-A6-6654-01A	65 years, female, white, stage:iiib	91.9
TCGA-AA-3655-01A	68 years, male, stage:ii	91.4
TCGA-AA-A01G-01A	63 years, male, stage:iia	91.3
TCGA-D5-6539-01A	45 years, female, white	91.2
TCGA-AA-3861-01A	72 years, male, stage:iia	91.0
TCGA-CM-6164-01A	46 years, female, white, stage:iia	90.7
TCGA-G4-6294-01A	76 years, male, white, stage:iv	90.3
TCGA-CM-6166-01A	48 years, female, white, stage:i	90.3
TCGA-G4-6310-01A	69 years, male, white, stage:iiib	90.1
TCGA-CM-6170-01A	73 years, female, white, stage:i	90.1
TCGA-A6-6649-01A	66 years, male, white, stage:iiib	89.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv	89.8
TCGA-F4-6570-01A	78 years, female, white, stage:iia	89.7
TCGA-DM-A288-01A	68 years, male, white, stage:iiic	89.6
TCGA-AA-3956-01A	65 years, male, stage:iia	89.5
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib	89.4
TCGA-G4-6315-01A	66 years, male, white, stage:iv	89.3
TCGA-F4-6463-01A	51 years, male, white, stage:iia	88.9
TCGA-D5-6927-01A	34 years, male, white, stage:iia	88.8
TCGA-F4-6805-01A	58 years, female, white, stage:iia	88.5
TCGA-AA-A004-01A	76 years, male, stage:iia	88.4
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib	88.4
TCGA-AA-A00O-01A	83 years, female, stage:iiic	88.0
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva	88.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib	88.0
TCGA-AA-A02H-01A	74 years, female, stage:iv	87.6
TCGA-CM-6680-01A	78 years, female, white, stage:iiib	87.4
TCGA-AA-A00F-01A	66 years, male, stage:iiic	86.9
TCGA-F4-6855-01A	70 years, female, white, stage:iia	86.7
TCGA-AY-6197-01A	60 years, male, white, stage:iia	86.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv	86.5
TCGA-AA-3821-01A	81 years, female, stage:i	86.5
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia	86.3
TCGA-AU-6004-01A	69 years, female, white, stage:i	86.1
TCGA-CK-5912-01A	82 years, male, white, stage:i	86.1
TCGA-D5-6929-01A	49 years, female, white, stage:iv	85.9
TCGA-AA-3681-01A	77 years, female, stage:iii	85.7
TCGA-AA-3867-01A	74 years, male, stage:iv	85.7
TCGA-F4-6703-01A	64 years, male, white, stage:iia	85.3
TCGA-D5-6926-01A	65 years, male, white, stage:iiib	85.2
TCGA-CK-4952-01A	48 years, female, white, stage:iiic	85.1
TCGA-AA-3854-01A	71 years, female, stage:i	85.0
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib	84.5
TCGA-AA-3530-01A	80 years, male, stage:i	84.4
TCGA-G4-6627-01A	84 years, male, white, stage:iia	83.9
TCGA-AA-3846-01A	74 years, female, stage:iia	83.6
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia	83.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia	83.4
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i	83.2
TCGA-G4-6295-01A	70 years, female, white, stage:ii	83.2
TCGA-AD-6965-01A	62 years, male, white, stage:iiic	83.1
TCGA-AA-3489-01A	75 years, male, stage:ii	82.7
TCGA-AY-6196-01A	47 years, male, white, stage:iiic	82.4
TCGA-CK-5913-01A	58 years, female, white, stage:iia	82.2
TCGA-AA-A029-01A	67 years, male, stage:ii	82.1
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib	81.5
TCGA-AA-A024-01A	81 years, male, stage:ii	81.5
TCGA-CK-6747-01A	87 years, female, white, stage:iia	81.3
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia	81.1
TCGA-D5-6931-01A	77 years, male, white, stage:iiic	81.0
TCGA-D5-7000-01A	79 years, female, white, stage:i	80.2
TCGA-CA-6717-01A	57 years, male, asian, stage:iia	79.8
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i	79.8
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i	79.7
TCGA-AZ-6603-01A	77 years, female, white	79.2
TCGA-A6-2675-01A	78 years, male, white, stage:iia	79.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia	79.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib	79.1
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia	78.9
TCGA-D5-6531-01A	75 years, male, white, stage:iia	78.1
TCGA-AA-3713-01A	68 years, male, stage:iv	77.7
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib	77.4
TCGA-A6-6137-01A	55 years, male, white, stage:iiib	77.2
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib	76.4
TCGA-D5-6534-01A	62 years, female, white, stage:iia	75.9
TCGA-CM-5348-01A	72 years, male, white, stage:iiib	75.9
TCGA-AZ-6599-01A	72 years, male, white, stage:i	75.8
TCGA-AA-A00J-01A	80 years, male, stage:iiib	75.8
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib	75.5
TCGA-CM-6679-01A	58 years, male, white, stage:iia	75.3
TCGA-AA-3680-01A	67 years, female, stage:iv	75.1
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia	75.1
TCGA-AA-3837-01A	67 years, male, stage:iia	75.0
TCGA-CA-6719-01A	77 years, male, asian, stage:iia	74.9
TCGA-CK-6748-01A	45 years, female, white, stage:iv	74.8
TCGA-AA-3534-01A	78 years, female, stage:iia	74.6
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib	74.4
TCGA-F4-6569-01A	60 years, male, white, stage:i	73.0
TCGA-CM-5344-01A	39 years, female, white, stage:iiib	72.8
TCGA-AA-A02W-01A	73 years, female, stage:i	72.3
TCGA-CM-6165-01A	74 years, male, white, stage:iia	72.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia	72.1
TCGA-G4-6314-01A	76 years, female, white, stage:iv	72.0
TCGA-AA-3496-01A	83 years, female, stage:ii	71.7
TCGA-CK-4947-01B	46 years, female, white, stage:iiib	71.1
TCGA-CM-6162-01A	48 years, female, white, stage:iiib	70.3
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic	70.1
TCGA-CM-6161-01A	36 years, female, white, stage:i	69.7
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva	69.4
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb	69.4
TCGA-A6-6648-01A	56 years, male, white, stage:iva	68.9
TCGA-DM-A28G-01A	75 years, male, white, stage:iia	68.9
TCGA-AA-3664-01A	74 years, female, stage:ii	68.2
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia	66.4
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia	65.8
TCGA-CM-6172-01A	70 years, female, white, stage:iiib	65.5
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia	65.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia	64.8
TCGA-DM-A285-01A	71 years, female, white, stage:iv	63.1
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic	62.4
TCGA-AA-A01F-01A	72 years, male, stage:iiib	62.0
TCGA-CM-6171-01A	77 years, female, white, stage:i	60.6
TCGA-AA-A03F-01A	90 years, female, stage:iii	60.1
TCGA-WS-AB45-01A	female, black or african american, stage:iia	55.8
TCGA-A6-2672-01B	82 years, female, white, stage:iiib	50.6
TCGA-G4-6321-01A	60 years, female, white, stage:iii	48.1
TCGA-AZ-6607-01A	69 years, male, white, stage:iv	46.8
TCGA-A6-2677-01B	68 years, female, white, stage:iiic	24.0
TCGA-A6-2684-01C	75 years, female, white, stage:i	14.9
TCGA-A6-5656-01B	74 years, male, white, stage:i	13.1
TCGA-A6-6781-01B	43 years, male, white, stage:iiic	10.8

Show all

Best separation

Median separation

Expression cutoff

119.6 FPKM

108.5 FPKM

5-year survival high

28%

29%

5-year survival low

65%

68%

Log-rank P value

2.69e-2

1.06e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

114.2

Number of samples

159

Samples

Sample	Description	FPKM
TCGA-AG-3609-01A	65 years, female, stage:iiic	283.5
TCGA-AG-3881-01A	83 years, female, stage:iia	226.4
TCGA-AG-3999-01A	61 years, female, stage:iiic	214.7
TCGA-AG-3883-01A	69 years, male, stage:i	201.9
TCGA-AG-3892-01A	57 years, female, stage:i	184.4
TCGA-AG-3598-01A	69 years, male, stage:iia	177.5
TCGA-AG-3882-01A	66 years, female, stage:i	176.8
TCGA-DC-6155-01A	31 years, female, white, stage:iiia	172.9
TCGA-AG-3587-01A	65 years, male, stage:i	170.9
TCGA-DC-4749-01A	57 years, male, white, stage:i	167.8
TCGA-AG-3611-01A	72 years, male, stage:iia	164.4
TCGA-AG-A01N-01A	68 years, female, stage:iv	162.0
TCGA-DY-A1DE-01A	56 years, female, white, stage:iia	161.3
TCGA-AG-3575-01A	51 years, male, stage:ii	160.7
TCGA-DC-5337-01A	69 years, male, white, stage:i	159.6
TCGA-AG-3608-01A	79 years, female, stage:iia	158.5
TCGA-DC-4745-01A	49 years, female, white, stage:iiib	158.4
TCGA-AG-3583-01A	66 years, male, stage:iv	156.5
TCGA-BM-6198-01A	73 years, male, white, stage:iiib	155.4
TCGA-AG-A036-01A	71 years, male, stage:iii	152.9
TCGA-AG-3887-01A	68 years, male, stage:iia	152.6
TCGA-F5-6863-01A	71 years, female, white, stage:iiib	147.9
TCGA-AG-3581-01A	63 years, male, stage:i	147.5
TCGA-AG-3591-01A	66 years, female, stage:iia	147.2
TCGA-AG-3605-01A	85 years, female, stage:iv	144.4
TCGA-AG-A00Y-01A	68 years, male, stage:iia	141.6
TCGA-AG-3580-01A	67 years, male, stage:i	140.8
TCGA-AF-4110-01A	77 years, male, white, stage:iva	140.2
TCGA-AH-6643-01A	50 years, male, white, stage:iiic	139.4
TCGA-DY-A1H8-01A	77 years, female, white, stage:iiia	138.1
TCGA-AG-3885-01A	71 years, female, stage:iiib	137.8
TCGA-AG-A02G-01A	66 years, male, stage:iv	137.5
TCGA-F5-6813-01A	70 years, male, white, stage:iiic	137.2
TCGA-AG-A026-01A	66 years, male, stage:ii	136.8
TCGA-AG-3726-01A	63 years, female, stage:i	135.7
TCGA-DY-A1DF-01A	73 years, female, white, stage:iiic	134.1
TCGA-F5-6814-01A	57 years, male, white, stage:iia	133.8
TCGA-AG-A011-01A	80 years, male, stage:iia	131.6
TCGA-AG-3593-01A	72 years, female, stage:iia	130.3
TCGA-AF-3400-01A	54 years, male, white, stage:iia	130.3
TCGA-AF-3913-01A	60 years, male, black or african american, stage:iv	129.1
TCGA-AG-3600-01A	62 years, male, stage:iiic	128.6
TCGA-CI-6623-01B	44 years, male, white, stage:i	128.0
TCGA-AG-A032-01A	68 years, male, stage:iiib	127.8
TCGA-AG-3894-01A	65 years, male, stage:iia	127.0
TCGA-AG-3599-01A	70 years, male, stage:i	125.8
TCGA-EI-6883-01A	63 years, male, white, stage:iic	125.4
TCGA-F5-6464-01A	77 years, female, white, stage:iiic	124.7
TCGA-AG-3902-01A	61 years, male, stage:iia	124.0
TCGA-AG-A00C-01A	49 years, female, stage:iiib	123.5
TCGA-CL-5918-01A	90 years, female, white, stage:iia	123.3
TCGA-DY-A1DG-01A	75 years, male, white, stage:iva	122.5
TCGA-DY-A1DD-01A	77 years, female, white, stage:iiib	122.4
TCGA-AG-3578-01A	76 years, female, stage:iia	120.9
TCGA-AG-3584-01A	60 years, male, stage:iv	120.5
TCGA-AG-3594-01A	77 years, male, stage:iia	120.0
TCGA-AG-A002-01A	35 years, male, stage:i	119.1
TCGA-AF-2691-01A	48 years, female, white, stage:i	119.0
TCGA-AG-3901-01A	67 years, female, stage:iiib	118.9
TCGA-AG-A020-01A	57 years, female, stage:iii	118.7
TCGA-EI-6885-01A	57 years, female, white, stage:iv	118.6
TCGA-AH-6544-01A	60 years, male, white	117.7
TCGA-EI-6881-01A	60 years, male, white, stage:iiia	117.1
TCGA-EI-6884-01A	71 years, male, white, stage:iiia	116.9
TCGA-AF-6672-01A	43 years, male, white, stage:iv	115.9
TCGA-AG-3898-01A	61 years, male, stage:iia	114.9
TCGA-AG-A02X-01A	77 years, male, stage:i	114.8
TCGA-AF-3911-01A	48 years, male, white, stage:iiic	114.6
TCGA-AG-3896-01A	85 years, female, stage:i	114.2
TCGA-AG-A015-01A	64 years, female, stage:i	114.0
TCGA-AG-3893-01A	74 years, male, stage:iiib	114.0
TCGA-AF-2692-01A	54 years, female, white, stage:iia	112.4
TCGA-AG-A01J-01A	59 years, female, stage:iia	111.9
TCGA-AG-3582-01A	75 years, male, stage:iv	111.6
TCGA-AG-3878-01A	64 years, male, stage:i	111.3
TCGA-DY-A1DC-01A	72 years, female, white, stage:iia	111.0
TCGA-AG-3742-01A	85 years, female, stage:i	109.5
TCGA-AF-2693-01A	75 years, male, white, stage:i	108.9
TCGA-AH-6644-01A	73 years, male, white	108.7
TCGA-AG-A008-01A	50 years, female, stage:i	108.5
TCGA-AG-3574-01A	89 years, female, stage:ii	108.3
TCGA-AG-3727-01A	78 years, female, stage:iii	108.2
TCGA-AG-4005-01A	64 years, male, stage:iv	108.2
TCGA-AG-3612-01A	55 years, female, stage:iiib	108.0
TCGA-AG-3728-01A	73 years, male, stage:iiib	107.4
TCGA-AG-3586-01A	72 years, female, stage:iii	106.1
TCGA-CI-6621-01A	63 years, male, white, stage:iiib	106.0
TCGA-AF-2687-01A	57 years, male, white, stage:iiic	105.4
TCGA-EI-6508-01A	48 years, female, white, stage:iiib	105.1
TCGA-EI-7002-01A	58 years, male, white, stage:iv	105.0
TCGA-DT-5265-01A	51 years, male, asian, stage:ii	104.0
TCGA-AG-A016-01A	55 years, male, stage:iv	103.1
TCGA-EI-6917-01A	33 years, male, white, stage:iiia	103.0
TCGA-AG-3592-01A	68 years, male, stage:iia	102.7
TCGA-G5-6233-01A	74 years, male, white	101.8
TCGA-EI-6511-01A	52 years, male, white, stage:iiib	101.1
TCGA-F5-6812-01A	67 years, male, white, stage:iia	100.4
TCGA-CI-6619-01B	41 years, male, white, stage:iv	99.9
TCGA-AG-A025-01A	62 years, female, stage:i	99.8
TCGA-AG-A014-01A	86 years, male, stage:i	98.9
TCGA-G5-6641-01A	67 years, male, white, stage:iiia	98.9
TCGA-EF-5830-01A	54 years, male, white, stage:iib	98.8
TCGA-AG-3890-01A	62 years, male, stage:i	98.6
TCGA-AG-4007-01A	87 years, male, stage:iv	98.4
TCGA-CL-4957-01A	79 years, female	97.6
TCGA-AF-6136-01A	72 years, female, white, stage:iiib	97.2
TCGA-CI-6624-01C	53 years, female, white, stage:i	96.5
TCGA-AG-A00H-01A	75 years, male, stage:iia	96.5
TCGA-EI-6882-01A	59 years, male, white, stage:iia	95.3
TCGA-AF-A56N-01A	47 years, female, black or african american, stage:iia	95.1
TCGA-F5-6861-01A	60 years, female, white, stage:iia	94.8
TCGA-AF-5654-01A	73 years, female, white, stage:i	94.1
TCGA-AG-4008-01A	63 years, male, stage:iia	94.0
TCGA-AG-3725-01A	90 years, female, stage:iii	93.6
TCGA-CI-6622-01A	74 years, male, white, stage:iib	92.9
TCGA-EI-6506-01A	78 years, female, white, stage:iia	92.9
TCGA-AG-A02N-01A	67 years, male, stage:ii	92.8
TCGA-DC-6160-01A	68 years, male, white, stage:i	92.0
TCGA-AG-4001-01A	74 years, female, stage:iia	91.8
TCGA-AH-6549-01A	66 years, male, white	91.3
TCGA-G5-6572-01A	56 years, male, white	90.5
TCGA-DC-6681-01A	70 years, female, white, stage:iva	90.3
TCGA-CI-6620-01A	41 years, female, white, stage:iva	90.2
TCGA-AG-3909-01A	69 years, female, stage:iiib	89.5
TCGA-DC-5869-01A	62 years, female, black or african american, stage:iiib	89.2
TCGA-DC-6683-01A	43 years, male, white, stage:iiib	89.0
TCGA-EF-5831-01A	72 years, male, white, stage:iia	88.2
TCGA-DC-6154-01A	57 years, female, white, stage:iva	88.0
TCGA-AG-A023-01A	62 years, female, stage:iv	87.2
TCGA-EI-6512-01A	64 years, female, white, stage:iiib	87.2
TCGA-AF-A56L-01A	48 years, female, black or african american, stage:iiic	86.8
TCGA-EI-6513-01A	59 years, male, white, stage:iiib	86.0
TCGA-F5-6864-01A	74 years, female, white, stage:iiib	85.4
TCGA-EI-6510-01A	77 years, female, white	85.3
TCGA-AF-2690-01A	77 years, female, white, stage:iiic	84.6
TCGA-DC-6158-01A	70 years, male, white, stage:i	84.3
TCGA-AG-4022-01A	59 years, female, stage:ii	84.0
TCGA-EI-6514-01A	59 years, female, white, stage:iia	83.2
TCGA-DY-A0XA-01A	57 years, female, white, stage:iia	82.8
TCGA-AH-6897-01A	48 years, male, white, stage:i	82.0
TCGA-G5-6235-01A	72 years, male, white, stage:iiib	81.4
TCGA-DC-6682-01A	57 years, male, white, stage:iia	81.1
TCGA-F5-6811-01A	72 years, female, white, stage:iia	79.7
TCGA-AG-4021-01A	84 years, female, stage:iv	79.0
TCGA-AG-3731-01A	65 years, male, stage:iv	77.6
TCGA-AF-6655-01A	66 years, male, white, stage:iiia	75.1
TCGA-EI-6509-01A	53 years, male, white, stage:iiic	74.4
TCGA-EI-6507-01A	60 years, male, white, stage:iia	73.0
TCGA-F5-6571-01A	62 years, female, white, stage:iia	72.6
TCGA-DC-6157-01A	48 years, male, black or african american, stage:i	72.3
TCGA-F5-6465-01A	64 years, female, white, stage:iia	72.1
TCGA-EI-7004-01A	37 years, female, white	70.9
TCGA-AF-A56K-01A	56 years, male, black or african american, stage:iia	70.6
TCGA-AH-6903-01A	46 years, male, white, stage:iiib	68.9
TCGA-CL-5917-01A	71 years, female, white, stage:iiic	66.1
TCGA-AG-3732-01A	78 years, female, stage:i	63.8
TCGA-DC-6156-01A	62 years, male, white, stage:iva	61.8
TCGA-AH-6547-01A	79 years, female, white	60.4
TCGA-F5-6702-01A	71 years, male, white, stage:iva	59.8

Show all

COLORECTAL CANCER - Protein expression

	Antibody HPA006700
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