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Field

Term
Gene name

Class

Subclass

Chromosome

External id

In atlas

Reliability

Reliability

Reliability

Validation

Method

Validation

Method

Validation

Method

Validation

Location

Searches

Tissue

Cell type

Expression

Tissue

Specificity

Cell line

Specificity

Cancer

Specificity

Tissue

Detectable

Cell line

Detectable

Cancer

Detectable

Cancer

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Category

Score

Score

Score

Antibodies

Column

 
 
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PATHOLOGY ATLAS COLORECTAL CANCER

GENE/PROTEIN

Antibody validation

Dictionary

Colorectal cancer

COLORECTAL CANCER - Survival analysis

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

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=195)High (n=402)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=298)High (n=299)

Expression cutoff

20.0 FPKM 23.6 FPKM

5-year survival high

58% 62%

5-year survival low

65% 61%

Log-rank P value

4.83e-1 9.59e-1

Interactive survival scatter plot (individual patient data)




Stage:



0123456789101112Living years0.0102030405060708090100110120FPKMAlive (n=473)Dead (n=124)BestMedian

TCGA RNA samples

Average FPKM

26.6

Number of samples

597

Samples

Sample

Description

FPKM

TCGA-A6-2679-01A 73 years, female, white, stage:iib 121.2
TCGA-AG-3885-01A 71 years, female, stage:iiib 112.9
TCGA-AA-3667-01A 36 years, female, stage:i 83.5
TCGA-AG-3583-01A 66 years, male, stage:iv 74.8
TCGA-AA-3506-01A 77 years, male, stage:i 73.9
TCGA-AA-A004-01A 76 years, male, stage:iia 72.0
TCGA-AA-A01F-01A 72 years, male, stage:iiib 67.8
TCGA-AY-4071-01A 63 years, female, white, stage:i 67.4
TCGA-DC-4749-01A 57 years, male, white, stage:i 64.8
TCGA-AA-3841-01A 66 years, male, stage:iia 64.7
TCGA-AA-A03F-01A 90 years, female, stage:iii 64.5
TCGA-AA-A03J-01A 65 years, female, stage:i 63.0
TCGA-AG-3584-01A 60 years, male, stage:iv 62.9
TCGA-AZ-4313-01A 51 years, female, white, stage:i 62.8
TCGA-AG-3727-01A 78 years, female, stage:iii 61.4
TCGA-AG-3611-01A 72 years, male, stage:iia 61.2
TCGA-AG-3909-01A 69 years, female, stage:iiib 59.8
TCGA-AF-3913-01A 60 years, male, black or african american, stage:iv 59.3
TCGA-AD-6888-01A 73 years, male, white, stage:iiib 59.1
TCGA-AA-3685-01A 69 years, male, stage:ii 58.5
TCGA-AA-3679-01A 59 years, male, stage:iv 56.8
TCGA-AG-3882-01A 66 years, female, stage:i 56.5
TCGA-CM-5348-01A 72 years, male, white, stage:iiib 55.0
TCGA-AA-3488-01A 58 years, male, stage:iv 55.0
TCGA-DC-6155-01A 31 years, female, white, stage:iiia 54.7
TCGA-AA-3666-01A 68 years, male, stage:iii 53.8
TCGA-AA-3514-01A 81 years, female, stage:i 53.6
TCGA-AA-3855-01A 72 years, male, stage:i 52.5
TCGA-D5-6533-01A 68 years, female, white 52.0
TCGA-DM-A28F-01A 73 years, male, white, stage:iiib 50.8
TCGA-CA-5796-01A 53 years, female, asian, stage:iia 50.7
TCGA-AG-3726-01A 63 years, female, stage:i 49.8
TCGA-G4-6586-01A 74 years, female, white, stage:iia 49.7
TCGA-AM-5820-01A 60 years, female, white, stage:iva 49.6
TCGA-AZ-4682-01B 61 years, male, white, stage:iva 49.5
TCGA-AA-3812-01A 82 years, female, stage:iia 49.2
TCGA-AG-4007-01A 87 years, male, stage:iv 48.2
TCGA-AA-3678-01A 60 years, female, stage:iii 47.9
TCGA-AA-3542-01A 69 years, male, stage:iiic 47.9
TCGA-AZ-4308-01A 47 years, female, white, stage:iiib 47.9
TCGA-CA-5797-01A 56 years, male, asian, stage:iia 47.3
TCGA-CI-6621-01A 63 years, male, white, stage:iiib 46.8
TCGA-AA-3519-01A 63 years, male, stage:iii 46.7
TCGA-A6-2680-01A 72 years, female, black or african american, stage:ii 46.5
TCGA-EI-6511-01A 52 years, male, white, stage:iiib 45.8
TCGA-AA-3531-01A 75 years, female, stage:iia 45.6
TCGA-CM-4746-01A 61 years, male, black or african american, stage:i 45.5
TCGA-AA-3492-01A 90 years, female, stage:ii 45.2
TCGA-A6-2683-01A 57 years, female, white, stage:iv 44.9
TCGA-AZ-5407-01A 51 years, female, white, stage:i 44.8
TCGA-AA-A02Y-01A 73 years, male, stage:i 44.8
TCGA-CM-4747-01A 47 years, male, white, stage:iva 44.5
TCGA-AA-3975-01A 80 years, male, stage:i 44.2
TCGA-AG-A01N-01A 68 years, female, stage:iv 44.2
TCGA-AA-3495-01A 79 years, male, stage:i 44.0
TCGA-AA-3697-01A 77 years, male, stage:ii 43.9
TCGA-A6-2682-01A 70 years, male, white, stage:iv 43.8
TCGA-AZ-5403-01A 43 years, male, white, stage:ii 43.6
TCGA-AG-A01J-01A 59 years, female, stage:iia 43.2
TCGA-AG-3581-01A 63 years, male, stage:i 43.2
TCGA-AY-6386-01A 66 years, female, black or african american, stage:iiib 43.2
TCGA-AA-3941-01A 84 years, female, stage:iva 42.6
TCGA-AA-A01T-01A 63 years, female, stage:iii 42.6
TCGA-A6-2681-01A 73 years, female, white, stage:iia 42.4
TCGA-AA-3663-01A 42 years, male, stage:ii 42.3
TCGA-A6-6140-01A 62 years, male, white, stage:iia 42.1
TCGA-AA-3526-01A 57 years, male, stage:i 41.9
TCGA-CA-5255-01A 45 years, male, asian, stage:iia 41.0
TCGA-CI-6623-01B 44 years, male, white, stage:i 40.9
TCGA-AA-3680-01A 67 years, female, stage:iv 40.8
TCGA-A6-6650-01A 69 years, female, black or african american, stage:iia 40.5
TCGA-AG-3883-01A 69 years, male, stage:i 40.5
TCGA-AA-A02O-01A 82 years, male, stage:ii 40.5
TCGA-AD-6890-01A 65 years, male, white 40.2
TCGA-G4-6309-01A 40 years, female, black or african american, stage:iiib 40.1
TCGA-AA-3517-01A 60 years, male, stage:iia 40.0
TCGA-AA-3819-01A 41 years, female, stage:iia 39.9
TCGA-DC-4745-01A 49 years, female, white, stage:iiib 39.9
TCGA-CM-5862-01A 80 years, male, white, stage:iva 39.9
TCGA-AA-A029-01A 67 years, male, stage:ii 39.8
TCGA-AF-6136-01A 72 years, female, white, stage:iiib 39.8
TCGA-CA-5256-01A 54 years, female, asian, stage:iia 39.6
TCGA-CK-4950-01A 68 years, female, black or african american, stage:iiib 39.5
TCGA-D5-5537-01A 83 years, male, white 39.2
TCGA-A6-2685-01A 48 years, female, black or african american, stage:iia 39.1
TCGA-D5-6539-01A 45 years, female, white 39.1
TCGA-AA-3862-01A 82 years, male, stage:iia 39.1
TCGA-AA-3860-01A 53 years, female, stage:iiib 39.1
TCGA-CM-4748-01A 53 years, male, white, stage:iiib 39.0
TCGA-AG-3890-01A 62 years, male, stage:i 39.0
TCGA-F5-6864-01A 74 years, female, white, stage:iiib 39.0
TCGA-NH-A6GA-01A 58 years, male, black or african american, stage:iiic 38.8
TCGA-AG-A016-01A 55 years, male, stage:iv 38.6
TCGA-AU-6004-01A 69 years, female, white, stage:i 38.6
TCGA-AA-A017-01A 57 years, female, stage:iia 38.4
TCGA-DM-A1D4-01A 80 years, male, white, stage:iia 38.3
TCGA-AA-3989-01A 84 years, male, stage:iv 38.2
TCGA-AA-3815-01A 65 years, female, stage:iia 38.1
TCGA-AA-3553-01A 61 years, female, stage:i 38.0
TCGA-AG-3592-01A 68 years, male, stage:iia 38.0
TCGA-G4-6315-01A 66 years, male, white, stage:iv 38.0
TCGA-AA-A00Q-01A 66 years, female, stage:iiib 37.9
TCGA-G5-6233-01A 74 years, male, white 37.9
TCGA-AG-3580-01A 67 years, male, stage:i 37.7
TCGA-EI-6510-01A 77 years, female, white 37.6
TCGA-AZ-4684-01A 50 years, male, white, stage:iva 37.3
TCGA-AA-3696-01A 75 years, female, stage:iv 37.3
TCGA-AG-3728-01A 73 years, male, stage:iiib 37.3
TCGA-G4-6317-01A 51 years, female, white, stage:iiic 37.1
TCGA-G4-6298-01A 90 years, male, black or african american, stage:iiib 37.1
TCGA-AA-A01X-01A 80 years, female, stage:iii 36.9
TCGA-G4-6321-01A 60 years, female, white, stage:iii 36.7
TCGA-AA-A01V-01A 59 years, male, stage:i 36.4
TCGA-AG-3878-01A 64 years, male, stage:i 36.2
TCGA-G4-6306-01A 71 years, male, white 36.1
TCGA-DM-A288-01A 68 years, male, white, stage:iiic 35.8
TCGA-A6-5667-01A 40 years, female, white, stage:iiib 35.8
TCGA-AA-A02J-01A 70 years, female, stage:iv 35.6
TCGA-AA-3952-01A 68 years, male, stage:iiic 35.4
TCGA-A6-4107-01A 57 years, female, white, stage:iiib 35.3
TCGA-QL-A97D-01A 84 years, female, black or african american, stage:i 35.1
TCGA-AA-3524-01A 85 years, male, stage:ii 35.0
TCGA-AF-4110-01A 77 years, male, white, stage:iva 34.8
TCGA-DC-5337-01A 69 years, male, white, stage:i 34.8
TCGA-D5-6920-01A 77 years, female, white, stage:iia 34.7
TCGA-DC-6160-01A 68 years, male, white, stage:i 34.5
TCGA-AA-3848-01A 82 years, female, stage:iiic 34.5
TCGA-AG-3896-01A 85 years, female, stage:i 34.4
TCGA-D5-6538-01A 79 years, female, white, stage:iiib 34.3
TCGA-EI-7002-01A 58 years, male, white, stage:iv 34.2
TCGA-AA-3866-01A 78 years, female, stage:i 33.9
TCGA-F4-6854-01A 77 years, female, white, stage:iia 33.9
TCGA-AA-3561-01A 72 years, male, stage:iia 33.8
TCGA-AG-3593-01A 72 years, female, stage:iia 33.8
TCGA-G4-6293-01A 49 years, female, white, stage:iii 33.7
TCGA-AA-3672-01A 90 years, female, stage:iii 33.7
TCGA-AA-3877-01A 83 years, female, stage:i 33.6
TCGA-AG-A014-01A 86 years, male, stage:i 33.3
TCGA-DM-A28E-01A 72 years, female, white, stage:iia 33.3
TCGA-AG-3894-01A 65 years, male, stage:iia 33.2
TCGA-AG-3893-01A 74 years, male, stage:iiib 33.0
TCGA-EF-5830-01A 54 years, male, white, stage:iib 32.8
TCGA-EI-6883-01A 63 years, male, white, stage:iic 32.8
TCGA-AA-A00W-01A 80 years, male, stage:i 32.7
TCGA-CK-4947-01B 46 years, female, white, stage:iiib 32.7
TCGA-AA-3562-01A 82 years, male, stage:iiic 32.6
TCGA-A6-6649-01A 66 years, male, white, stage:iiib 32.5
TCGA-AA-3986-01A 73 years, male, stage:i 32.5
TCGA-AG-3608-01A 79 years, female, stage:iia 32.5
TCGA-AA-3510-01A 70 years, male, stage:ii 32.4
TCGA-AA-3538-01A 54 years, female, stage:i 32.4
TCGA-3L-AA1B-01A 61 years, female, black or african american, stage:i 32.2
TCGA-AA-A02K-01A 50 years, male, stage:iv 32.1
TCGA-AA-3971-01A 58 years, male, stage:iii 32.0
TCGA-CM-6679-01A 58 years, male, white, stage:iia 31.9
TCGA-AA-3851-01A 74 years, male, stage:iia 31.8
TCGA-DC-6681-01A 70 years, female, white, stage:iva 31.8
TCGA-AA-3875-01A 78 years, female, stage:i 31.8
TCGA-AG-3725-01A 90 years, female, stage:iii 31.8
TCGA-F4-6808-01A 54 years, female, white, stage:i 31.7
TCGA-AA-3869-01A 76 years, male, stage:iv 31.6
TCGA-AG-3887-01A 68 years, male, stage:iia 31.5
TCGA-DM-A1D6-01A 88 years, male, white, stage:iia 31.5
TCGA-AG-3612-01A 55 years, female, stage:iiib 31.5
TCGA-D5-6535-01A 80 years, female, white, stage:iiib 31.4
TCGA-G4-6626-01A 90 years, male, white, stage:iia 31.3
TCGA-AA-3818-01A 78 years, female, stage:iia 31.2
TCGA-AA-3494-01A 55 years, male, stage:iv 31.1
TCGA-AA-A02H-01A 74 years, female, stage:iv 31.0
TCGA-D5-7000-01A 79 years, female, white, stage:i 30.8
TCGA-AA-3544-01A 68 years, male, stage:i 30.8
TCGA-AA-A024-01A 81 years, male, stage:ii 30.8
TCGA-DM-A28M-01A 63 years, male, white, stage:iia 30.7
TCGA-AA-3511-01A 64 years, male, stage:ii 30.7
TCGA-F5-6813-01A 70 years, male, white, stage:iiic 30.7
TCGA-CM-4751-01A 62 years, male, white, stage:iiib 30.6
TCGA-AA-3655-01A 68 years, male, stage:ii 30.6
TCGA-AG-4022-01A 59 years, female, stage:ii 30.5
TCGA-AG-A00Y-01A 68 years, male, stage:iia 30.5
TCGA-EI-6884-01A 71 years, male, white, stage:iiia 30.5
TCGA-DM-A0XF-01A 68 years, female, white, stage:iiic 30.3
TCGA-AA-3662-01A 80 years, female, stage:iv 30.2
TCGA-F4-6460-01A 51 years, female, white, stage:iiib 30.2
TCGA-CI-6624-01C 53 years, female, white, stage:i 30.1
TCGA-AH-6897-01A 48 years, male, white, stage:i 30.1
TCGA-AA-3842-01A 51 years, male, stage:iiia 29.9
TCGA-CM-6161-01A 36 years, female, white, stage:i 29.8
TCGA-AZ-6600-01A 64 years, male, black or african american, stage:iv 29.8
TCGA-CM-5864-01A 60 years, male, white, stage:i 29.8
TCGA-5M-AATE-01A 76 years, male, black or african american, stage:iia 29.8
TCGA-AA-3831-01A 66 years, male, stage:iia 29.7
TCGA-AG-3598-01A 69 years, male, stage:iia 29.5
TCGA-AA-3837-01A 67 years, male, stage:iia 29.4
TCGA-D5-6898-01A 51 years, female, white, stage:i 29.4
TCGA-G4-6320-01A 73 years, male, white, stage:iii 29.2
TCGA-A6-A5ZU-01A 59 years, male, black or african american, stage:iiib 29.2
TCGA-EI-6506-01A 78 years, female, white, stage:iia 29.2
TCGA-CM-4752-01A 58 years, male, black or african american, stage:iia 29.2
TCGA-CM-6676-01A 82 years, male, white, stage:i 28.9
TCGA-AA-3854-01A 71 years, female, stage:i 28.9
TCGA-AA-3548-01A 71 years, female, stage:iiic 28.6
TCGA-F4-6856-01A 45 years, male, white, stage:i 28.6
TCGA-A6-6138-01A 61 years, male, white, stage:i 28.5
TCGA-AG-3892-01A 57 years, female, stage:i 28.5
TCGA-AA-3520-01A 86 years, female, stage:ii 28.3
TCGA-CM-4750-01A 34 years, female, white, stage:iiia 28.3
TCGA-AD-6963-01A 58 years, male, white 28.3
TCGA-G4-6322-01A 65 years, male, white, stage:iiib 28.3
TCGA-AA-3858-01A 67 years, male, stage:i 28.2
TCGA-AG-3881-01A 83 years, female, stage:iia 28.2
TCGA-CM-6675-01A 35 years, male, black or african american, stage:ivb 28.1
TCGA-A6-6780-01A 74 years, male, white, stage:iia 28.1
TCGA-AG-3586-01A 72 years, female, stage:iii 28.1
TCGA-AA-3554-01A 62 years, female, stage:iia 28.0
TCGA-AA-3502-01A 73 years, male, stage:i 27.9
TCGA-AA-3861-01A 72 years, male, stage:iia 27.9
TCGA-DY-A1DC-01A 72 years, female, white, stage:iia 27.9
TCGA-AF-2691-01A 48 years, female, white, stage:i 27.8
TCGA-AG-3574-01A 89 years, female, stage:ii 27.8
TCGA-AY-A54L-01A 74 years, female, black or african american, stage:i 27.7
TCGA-AG-A032-01A 68 years, male, stage:iiib 27.6
TCGA-NH-A6GC-01A 66 years, female, black or african american, stage:ivb 27.6
TCGA-AA-A01R-01A 47 years, male, stage:iii 27.5
TCGA-F5-6861-01A 60 years, female, white, stage:iia 27.5
TCGA-AA-A02E-01A 82 years, female, stage:iv 27.5
TCGA-A6-2686-01A 81 years, female, white, stage:iia 27.4
TCGA-AA-3496-01A 83 years, female, stage:ii 27.3
TCGA-G4-6304-01A 66 years, female, white, stage:iib 27.3
TCGA-F4-6459-01A 61 years, female, white, stage:iiib 27.3
TCGA-AZ-6605-01A 78 years, male, white, stage:iiib 27.2
TCGA-A6-6782-01A 82 years, male, white, stage:iib 27.1
TCGA-CK-6747-01A 87 years, female, white, stage:iia 27.1
TCGA-AA-3552-01A 85 years, male, stage:iiic 27.0
TCGA-CM-6165-01A 74 years, male, white, stage:iia 27.0
TCGA-AY-A71X-01A 54 years, female, black or african american, stage:i 26.8
TCGA-DM-A1D7-01A 82 years, male, white, stage:iia 26.6
TCGA-G4-6627-01A 84 years, male, white, stage:iia 26.4
TCGA-DM-A280-01A 70 years, female, white, stage:iia 26.4
TCGA-CK-5913-01A 58 years, female, white, stage:iia 26.4
TCGA-CM-6674-01A 39 years, male, white, stage:iia 26.3
TCGA-DM-A1HB-01A 75 years, male, white, stage:iiib 26.3
TCGA-AA-3939-01A 83 years, male, stage:iia 26.2
TCGA-AD-6964-01A 58 years, male, white 26.2
TCGA-A6-6141-01A 31 years, male, black or african american, stage:iia 26.2
TCGA-AY-A8YK-01A 44 years, male, black or african american, stage:iva 26.2
TCGA-AG-A008-01A 50 years, female, stage:i 26.1
TCGA-D5-6922-01A 76 years, male, white, stage:iiia 26.0
TCGA-AF-A56L-01A 48 years, female, black or african american, stage:iiic 25.9
TCGA-AG-A025-01A 62 years, female, stage:i 25.9
TCGA-AY-A69D-01A 55 years, female, black or african american, stage:iia 25.7
TCGA-A6-6652-01A 59 years, male, black or african american, stage:iva 25.6
TCGA-AD-6965-01A 62 years, male, white, stage:iiic 25.6
TCGA-AA-3509-01A 54 years, female, stage:ii 25.5
TCGA-AY-6197-01A 60 years, male, white, stage:iia 25.5
TCGA-AG-3591-01A 66 years, female, stage:iia 25.4
TCGA-QG-A5YX-01A 61 years, female, black or african american, stage:iia 25.4
TCGA-G4-6588-01A 58 years, female, white, stage:iia 25.3
TCGA-NH-A50U-01A 42 years, male, black or african american, stage:iva 25.3
TCGA-AA-3522-01A 67 years, male, stage:iia 25.2
TCGA-G5-6572-01A 56 years, male, white 25.2
TCGA-AA-3534-01A 78 years, female, stage:iia 25.2
TCGA-AA-3543-01A 84 years, male, stage:i 25.2
TCGA-AA-3675-01A 84 years, male, stage:ii 25.2
TCGA-AH-6547-01A 79 years, female, white 25.1
TCGA-AF-3400-01A 54 years, male, white, stage:iia 25.1
TCGA-AA-A00F-01A 66 years, male, stage:iiic 25.1
TCGA-QG-A5Z2-01A 61 years, male, black or african american, stage:i 25.1
TCGA-CI-6622-01A 74 years, male, white, stage:iib 25.1
TCGA-AG-A02X-01A 77 years, male, stage:i 24.8
TCGA-DM-A1D8-01A 50 years, female, white 24.7
TCGA-AG-3578-01A 76 years, female, stage:iia 24.7
TCGA-NH-A8F8-01A 79 years, male, black or african american, stage:iv 24.7
TCGA-CK-5912-01A 82 years, male, white, stage:i 24.6
TCGA-AA-3994-01A 69 years, male, stage:iiib 24.6
TCGA-AA-A00L-01A 66 years, male, stage:iia 24.5
TCGA-AA-3660-01A 51 years, female, stage:ii 24.5
TCGA-AA-3681-01A 77 years, female, stage:iii 24.4
TCGA-CM-4744-01A 69 years, male, white, stage:i 24.4
TCGA-AG-3587-01A 65 years, male, stage:i 24.3
TCGA-AF-A56K-01A 56 years, male, black or african american, stage:iia 24.3
TCGA-DC-6154-01A 57 years, female, white, stage:iva 24.3
TCGA-DM-A1DB-01A 68 years, male, white, stage:iia 24.2
TCGA-AD-A5EK-01A 51 years, male, black or african american, stage:i 24.2
TCGA-A6-A565-01A 34 years, female, black or african american, stage:iiic 24.1
TCGA-AG-A015-01A 64 years, female, stage:i 24.1
TCGA-D5-6924-01A 68 years, male, white, stage:iia 24.1
TCGA-CM-6168-01A 84 years, female, black or african american, stage:iia 24.1
TCGA-CM-5863-01A 60 years, female, white, stage:iiib 24.1
TCGA-D5-5541-01A 63 years, male, white, stage:iiib 24.0
TCGA-AA-3692-01A 47 years, female, stage:iv 24.0
TCGA-NH-A50T-01A 68 years, female, black or african american, stage:iia 23.9
TCGA-A6-5660-01A 73 years, male, black or african american, stage:iiic 23.8
TCGA-NH-A8F7-01A 53 years, female, black or african american, stage:iia 23.8
TCGA-CL-5918-01A 90 years, female, white, stage:iia 23.7
TCGA-AA-A01D-01A 47 years, female, stage:iiic 23.7
TCGA-AG-A026-01A 66 years, male, stage:ii 23.7
TCGA-A6-6648-01A 56 years, male, white, stage:iva 23.7
TCGA-AA-3844-01A 78 years, female, stage:iiic 23.6
TCGA-G5-6235-01A 72 years, male, white, stage:iiib 23.6
TCGA-A6-5662-01A 46 years, male, white, stage:iva 23.6
TCGA-F4-6704-01A 60 years, male, american indian or alaska native, stage:iiic 23.6
TCGA-4N-A93T-01A 67 years, male, black or african american, stage:iiib 23.5
TCGA-AD-6899-01A 84 years, male, white, stage:iiic 23.4
TCGA-D5-6927-01A 34 years, male, white, stage:iia 23.4
TCGA-SS-A7HO-01A 44 years, female, black or african american, stage:iib 23.4
TCGA-QG-A5Z1-01A 71 years, male, black or african american, stage:iiib 23.3
TCGA-D5-6923-01A 57 years, male, white, stage:i 23.3
TCGA-DY-A1DF-01A 73 years, female, white, stage:iiic 23.3
TCGA-AG-3594-01A 77 years, male, stage:iia 23.3
TCGA-AA-A01Z-01A 68 years, male, stage:ii 23.2
TCGA-AA-3982-01A 75 years, male, stage:iiib 23.2
TCGA-A6-5661-01A 80 years, female, black or african american, stage:iia 23.2
TCGA-CM-6680-01A 78 years, female, white, stage:iiib 23.2
TCGA-AG-4001-01A 74 years, female, stage:iia 23.1
TCGA-AA-3955-01A 38 years, male, stage:iiib 23.1
TCGA-CM-5860-01A 44 years, male, white, stage:iia 23.1
TCGA-CK-4948-01B 45 years, female, white, stage:iii 23.1
TCGA-AG-A02G-01A 66 years, male, stage:iv 23.1
TCGA-AF-A56N-01A 47 years, female, black or african american, stage:iia 23.0
TCGA-DM-A28K-01A 75 years, male, white, stage:iia 23.0
TCGA-CM-6167-01A 57 years, female, black or african american, stage:iiic 23.0
TCGA-EI-6514-01A 59 years, female, white, stage:iia 22.9
TCGA-A6-A56B-01A 57 years, male, black or african american, stage:iiib 22.9
TCGA-F4-6569-01A 60 years, male, white, stage:i 22.9
TCGA-A6-6137-01A 55 years, male, white, stage:iiib 22.9
TCGA-AA-3549-01A 69 years, male, stage:i 22.9
TCGA-AZ-4614-01A 71 years, female, white, stage:iva 22.9
TCGA-AF-2692-01A 54 years, female, white, stage:iia 22.9
TCGA-D5-6930-01A 67 years, male, white, stage:iia 22.7
TCGA-AH-6544-01A 60 years, male, white 22.7
TCGA-AA-3976-01A 70 years, male, stage:iiia 22.7
TCGA-AA-3713-01A 68 years, male, stage:iv 22.6
TCGA-AZ-6598-01A 77 years, female, white, stage:ii 22.6
TCGA-DY-A1DD-01A 77 years, female, white, stage:iiib 22.6
TCGA-CK-6751-01A 88 years, female, white, stage:i 22.6
TCGA-AG-A023-01A 62 years, female, stage:iv 22.6
TCGA-A6-5659-01A 82 years, male, white, stage:i 22.6
TCGA-RU-A8FL-01A 51 years, male, black or african american, stage:iiib 22.6
TCGA-CM-6678-01A 63 years, female, white, stage:iva 22.6
TCGA-AA-3525-01A 90 years, male, stage:iiib 22.5
TCGA-AA-3688-01A 80 years, male, stage:iv 22.5
TCGA-CL-5917-01A 71 years, female, white, stage:iiic 22.4
TCGA-AA-A01S-01A 47 years, female, stage:iii 22.3
TCGA-AY-4070-01A 51 years, female, black or african american, stage:iiic 22.3
TCGA-DM-A28A-01A 78 years, male, white, stage:iiic 22.2
TCGA-QG-A5YV-01A 64 years, female, black or african american, stage:iiic 22.2
TCGA-AG-A020-01A 57 years, female, stage:iii 22.2
TCGA-DM-A28C-01A 74 years, male, white, stage:iia 22.1
TCGA-F5-6811-01A 72 years, female, white, stage:iia 22.1
TCGA-D5-6929-01A 49 years, female, white, stage:iv 22.0
TCGA-CM-6172-01A 70 years, female, white, stage:iiib 22.0
TCGA-AA-A00N-01A 75 years, male, stage:iib 22.0
TCGA-AA-3864-01A 71 years, male, stage:ii 21.9
TCGA-AG-3999-01A 61 years, female, stage:iiic 21.9
TCGA-D5-6931-01A 77 years, male, white, stage:iiic 21.8
TCGA-CM-4743-01A 69 years, male, white, stage:iia 21.7
TCGA-AZ-6606-01A 81 years, male, white, stage:iv 21.6
TCGA-4T-AA8H-01A 42 years, female, black or african american, stage:iia 21.6
TCGA-G4-6311-01A 80 years, male, white, stage:iii 21.6
TCGA-AA-A00K-01A 79 years, male, stage:iia 21.6
TCGA-AA-3968-01A 55 years, female, stage:i 21.5
TCGA-G4-6625-01A 77 years, female, white, stage:iia 21.5
TCGA-D5-6537-01A 64 years, male, white, stage:iiib 21.5
TCGA-A6-5665-01A 84 years, female, white, stage:iia 21.4
TCGA-G4-6323-01A 50 years, male, black or african american, stage:ia 21.4
TCGA-AG-3901-01A 67 years, female, stage:iiib 21.4
TCGA-D5-5539-01A 60 years, male, white, stage:iiia 21.4
TCGA-AU-3779-01A 80 years, female, white, stage:iia 21.3
TCGA-AF-2693-01A 75 years, male, white, stage:i 21.3
TCGA-NH-A6GB-01A 71 years, female, black or african american, stage:iiic 21.2
TCGA-D5-6540-01A 66 years, male, white, stage:i 21.1
TCGA-AG-A00H-01A 75 years, male, stage:iia 21.1
TCGA-AA-A00E-01A 65 years, male, stage:iia 21.0
TCGA-AD-6901-01A 78 years, male, white 21.0
TCGA-EI-6882-01A 59 years, male, white, stage:iia 21.0
TCGA-AG-3582-01A 75 years, male, stage:iv 21.0
TCGA-CK-5914-01A 81 years, male, white, stage:iiib 20.9
TCGA-DM-A285-01A 71 years, female, white, stage:iv 20.9
TCGA-AZ-6603-01A 77 years, female, white 20.9
TCGA-CK-6748-01A 45 years, female, white, stage:iv 20.9
TCGA-A6-3807-01A 53 years, female, white, stage:iiic 20.8
TCGA-CK-5916-01A 71 years, female, white, stage:i 20.7
TCGA-DC-6157-01A 48 years, male, black or african american, stage:i 20.7
TCGA-CA-6715-01A 63 years, male, asian, stage:iiib 20.7
TCGA-AG-3599-01A 70 years, male, stage:i 20.7
TCGA-DM-A1D0-01A 79 years, female, white, stage:iia 20.7
TCGA-AA-A00A-01A 80 years, male, stage:iia 20.7
TCGA-AF-3911-01A 48 years, male, white, stage:iiic 20.6
TCGA-D5-6532-01A 61 years, male, white, stage:iia 20.6
TCGA-CA-6719-01A 77 years, male, asian, stage:iia 20.6
TCGA-AA-3715-01A 77 years, male, stage:ii 20.5
TCGA-AA-3664-01A 74 years, female, stage:ii 20.5
TCGA-G4-6297-01A 55 years, female, white, stage:iv 20.5
TCGA-CL-4957-01A 79 years, female 20.4
TCGA-F5-6464-01A 77 years, female, white, stage:iiic 20.4
TCGA-AA-3950-01A 79 years, female, stage:iia 20.4
TCGA-QG-A5YW-01A 55 years, female, black or african american, stage:iiic 20.2
TCGA-G4-6307-01A 37 years, female, white, stage:iiib 20.2
TCGA-DC-6158-01A 70 years, male, white, stage:i 20.1
TCGA-AA-3556-01A 78 years, male, stage:i 20.1
TCGA-CM-6677-01A 75 years, female, white, stage:iia 20.1
TCGA-A6-A566-01A 55 years, female, black or african american, stage:iiib 20.0
TCGA-DM-A28H-01A 50 years, male, white, stage:iiic 19.9
TCGA-D5-6534-01A 62 years, female, white, stage:iia 19.9
TCGA-AA-A00R-01A 64 years, female, stage:i 19.9
TCGA-AA-3966-01A 89 years, female, stage:iia 19.8
TCGA-AA-A01C-01A 75 years, male, stage:iiia 19.8
TCGA-G4-6310-01A 69 years, male, white, stage:iiib 19.8
TCGA-EI-6508-01A 48 years, female, white, stage:iiib 19.7
TCGA-A6-4105-01A 79 years, male, white, stage:iia 19.7
TCGA-CM-5341-01A 82 years, female, white, stage:iiia 19.7
TCGA-AG-A011-01A 80 years, male, stage:iia 19.6
TCGA-AA-3972-01A 72 years, male, stage:iv 19.6
TCGA-AA-3833-01A 63 years, female, stage:iia 19.5
TCGA-DM-A282-01A 61 years, female, white, stage:iia 19.5
TCGA-AA-3856-01A 59 years, male, stage:iia 19.5
TCGA-F4-6806-01A 59 years, female, white, stage:i 19.5
TCGA-G5-6641-01A 67 years, male, white, stage:iiia 19.4
TCGA-AF-5654-01A 73 years, female, white, stage:i 19.3
TCGA-A6-3809-01A 71 years, female, white, stage:iib 19.3
TCGA-AA-A00U-01A 50 years, male, stage:iiib 19.2
TCGA-DY-A1DE-01A 56 years, female, white, stage:iia 19.1
TCGA-A6-5664-01A 80 years, male, black or african american, stage:iiic 19.1
TCGA-DM-A1DA-01A 71 years, female, white, stage:iiic 18.9
TCGA-CM-6163-01A 74 years, male, white, stage:i 18.8
TCGA-AA-3516-01A 74 years, female, stage:iii 18.8
TCGA-AA-3977-01A 65 years, male 18.8
TCGA-CI-6619-01B 41 years, male, white, stage:iv 18.8
TCGA-DT-5265-01A 51 years, male, asian, stage:ii 18.8
TCGA-AG-3609-01A 65 years, female, stage:iiic 18.7
TCGA-D5-6926-01A 65 years, male, white, stage:iiib 18.7
TCGA-AG-3605-01A 85 years, female, stage:iv 18.7
TCGA-AA-A00D-01A 70 years, male, stage:i 18.7
TCGA-AZ-6599-01A 72 years, male, white, stage:i 18.7
TCGA-DY-A0XA-01A 57 years, female, white, stage:iia 18.6
TCGA-A6-2675-01A 78 years, male, white, stage:iia 18.6
TCGA-T9-A92H-01A 82 years, male, black or african american, stage:iia 18.6
TCGA-G4-6303-01A 54 years, female, white, stage:iv 18.6
TCGA-G4-6294-01A 76 years, male, white, stage:iv 18.5
TCGA-AA-3532-01A 63 years, male, stage:iia 18.5
TCGA-NH-A50V-01A 69 years, male, black or african american, stage:iiib 18.4
TCGA-A6-6651-01A 55 years, female, white, stage:iiib 18.3
TCGA-DM-A28G-01A 75 years, male, white, stage:iia 18.3
TCGA-AH-6644-01A 73 years, male, white 18.3
TCGA-F5-6863-01A 71 years, female, white, stage:iiib 18.2
TCGA-AA-3555-01A 81 years, female, stage:iia 18.2
TCGA-AY-5543-01A 65 years, female, black or african american, stage:iva 18.1
TCGA-AG-A036-01A 71 years, male, stage:iii 18.1
TCGA-G4-6314-01A 76 years, female, white, stage:iv 18.0
TCGA-D5-6530-01A 53 years, male, white, stage:i 17.9
TCGA-CA-5254-01A 42 years, female, asian, stage:iia 17.9
TCGA-AA-3867-01A 74 years, male, stage:iv 17.8
TCGA-AG-3902-01A 61 years, male, stage:iia 17.7
TCGA-D5-6529-01A 69 years, male, white, stage:iia 17.7
TCGA-AA-3518-01A 81 years, female, stage:iia 17.7
TCGA-DC-6156-01A 62 years, male, white, stage:iva 17.5
TCGA-EI-6512-01A 64 years, female, white, stage:iiib 17.5
TCGA-A6-5666-01A 78 years, male, white, stage:iic 17.3
TCGA-AG-4021-01A 84 years, female, stage:iv 17.3
TCGA-AA-3870-01A 71 years, female, stage:iv 17.3
TCGA-A6-2671-01A 85 years, male, white, stage:iv 17.3
TCGA-AA-3949-01A 87 years, female, stage:iiib 17.3
TCGA-F4-6809-01A 52 years, female, white, stage:iva 17.3
TCGA-AA-A00Z-01A 70 years, male, stage:iia 17.2
TCGA-DC-5869-01A 62 years, female, black or african american, stage:iiib 17.2
TCGA-F5-6571-01A 62 years, female, white, stage:iia 17.2
TCGA-DM-A0X9-01A 71 years, female, white, stage:iia 17.2
TCGA-EI-6881-01A 60 years, male, white, stage:iiia 17.1
TCGA-A6-6653-01A 82 years, male, white, stage:i 17.1
TCGA-AF-6655-01A 66 years, male, white, stage:iiia 17.1
TCGA-AD-6889-01A male, asian, stage:iia 17.0
TCGA-AA-3673-01A 53 years, female, stage:ii 17.0
TCGA-F4-6805-01A 58 years, female, white, stage:iia 17.0
TCGA-EF-5831-01A 72 years, male, white, stage:iia 16.9
TCGA-G4-6299-01A 69 years, male, white, stage:iiic 16.9
TCGA-AA-3811-01A 84 years, female, stage:iii 16.8
TCGA-5M-AAT4-01A 74 years, male, black or african american, stage:iv 16.8
TCGA-AA-A01G-01A 63 years, male, stage:iia 16.7
TCGA-AF-6672-01A 43 years, male, white, stage:iv 16.6
TCGA-F4-6855-01A 70 years, female, white, stage:iia 16.6
TCGA-DC-6683-01A 43 years, male, white, stage:iiib 16.6
TCGA-AA-3489-01A 75 years, male, stage:ii 16.6
TCGA-AG-A02N-01A 67 years, male, stage:ii 16.6
TCGA-F5-6465-01A 64 years, female, white, stage:iia 16.5
TCGA-A6-3808-01A 73 years, male, white, stage:iia 16.5
TCGA-D5-6932-01A 69 years, male, white, stage:iia 16.3
TCGA-D5-6531-01A 75 years, male, white, stage:iia 16.3
TCGA-CM-6171-01A 77 years, female, white, stage:i 16.2
TCGA-D5-5538-01A 60 years, female, white, stage:iiib 16.2
TCGA-F4-6463-01A 51 years, male, white, stage:iia 16.2
TCGA-AA-A02F-01A 68 years, female, stage:iv 16.2
TCGA-AA-A010-01A 46 years, female, stage:iib 16.2
TCGA-CM-6164-01A 46 years, female, white, stage:iia 16.2
TCGA-CA-6716-01A 65 years, male, asian, stage:iia 16.2
TCGA-AA-A01Q-01A 48 years, female, stage:ii 16.1
TCGA-AD-6895-01A 84 years, male, white, stage:iiib 16.1
TCGA-DM-A1D9-01A 67 years, female, white, stage:iia 16.1
TCGA-AD-6548-01A 81 years, female, white, stage:i 16.1
TCGA-AA-3710-01A 80 years, female, stage:iia 16.0
TCGA-A6-5657-01A 65 years, male, black or african american, stage:iiib 16.0
TCGA-A6-6142-01A 56 years, female, white, stage:iva 15.9
TCGA-A6-3810-01A 63 years, male, white, stage:iia 15.9
TCGA-AG-3600-01A 62 years, male, stage:iiic 15.8
TCGA-AA-A01K-01A 74 years, female, stage:iiic 15.8
TCGA-NH-A5IV-01A 90 years, female, black or african american, stage:iia 15.8
TCGA-A6-2672-01B 82 years, female, white, stage:iiib 15.7
TCGA-G4-6295-01A 70 years, female, white, stage:ii 15.7
TCGA-CK-4951-01A 79 years, female, white, stage:iia 15.4
TCGA-AG-A00C-01A 49 years, female, stage:iiib 15.2
TCGA-BM-6198-01A 73 years, male, white, stage:iiib 15.2
TCGA-AG-3898-01A 61 years, male, stage:iia 15.1
TCGA-AA-3973-01A 69 years, male, stage:iv 15.1
TCGA-AG-4005-01A 64 years, male, stage:iv 15.0
TCGA-AA-3821-01A 81 years, female, stage:i 15.0
TCGA-AA-3530-01A 80 years, male, stage:i 14.7
TCGA-AZ-6601-01A 68 years, male, white, stage:ii 14.7
TCGA-EI-6885-01A 57 years, female, white, stage:iv 14.6
TCGA-5M-AAT6-01A 40 years, female, black or african american, stage:iv 14.4
TCGA-EI-6509-01A 53 years, male, white, stage:iiic 14.4
TCGA-D5-6536-01A 73 years, male, white, stage:iia 14.3
TCGA-A6-2678-01A 43 years, female, white, stage:iiib 14.3
TCGA-AH-6643-01A 50 years, male, white, stage:iiic 14.3
TCGA-AA-3956-01A 65 years, male, stage:iia 14.2
TCGA-F5-6702-01A 71 years, male, white, stage:iva 14.2
TCGA-CM-5868-01A 59 years, female, white, stage:iva 14.1
TCGA-AG-3732-01A 78 years, female, stage:i 14.0
TCGA-AA-3970-01A 65 years, male, stage:iia 13.9
TCGA-AD-5900-01A 67 years, male, white, stage:i 13.9
TCGA-AG-A002-01A 35 years, male, stage:i 13.9
TCGA-AG-3742-01A 85 years, female, stage:i 13.9
TCGA-CM-6162-01A 48 years, female, white, stage:iiib 13.9
TCGA-CM-5349-01A 68 years, female, white, stage:iia 13.8
TCGA-AH-6903-01A 46 years, male, white, stage:iiib 13.7
TCGA-CA-6717-01A 57 years, male, asian, stage:iia 13.6
TCGA-CK-4952-01A 48 years, female, white, stage:iiic 13.6
TCGA-AA-A01P-01A 80 years, female, stage:iii 13.5
TCGA-F4-6461-01A 41 years, female, white, stage:iiic 13.5
TCGA-DY-A1DG-01A 75 years, male, white, stage:iva 13.4
TCGA-A6-2676-01A 75 years, female, white, stage:iib 13.4
TCGA-AG-4008-01A 63 years, male, stage:iia 13.4
TCGA-D5-5540-01A 73 years, male, white, stage:iia 13.3
TCGA-A6-A567-01A 56 years, male, black or african american, stage:iv 13.3
TCGA-AZ-6608-01A 55 years, female, white, stage:iiia 13.3
TCGA-AA-3930-01A 66 years, male, stage:iv 13.2
TCGA-AZ-4615-01A 84 years, male, white, stage:iiib 13.1
TCGA-G4-6302-01A 90 years, female, white, stage:iia 13.0
TCGA-EI-6513-01A 59 years, male, white, stage:iiib 12.9
TCGA-AG-3731-01A 65 years, male, stage:iv 12.8
TCGA-CM-5344-01A 39 years, female, white, stage:iiib 12.6
TCGA-CM-6169-01A 67 years, male, black or african american, stage:iia 12.4
TCGA-AA-3980-01A 89 years, female, stage:i 12.3
TCGA-AA-3979-01A 84 years, male, stage:iia 12.3
TCGA-AA-A00O-01A 83 years, female, stage:iiic 12.2
TCGA-A6-2674-01A 72 years, male, white, stage:iv 12.2
TCGA-F4-6570-01A 78 years, female, white, stage:iia 11.9
TCGA-F5-6812-01A 67 years, male, white, stage:iia 11.9
TCGA-AZ-6607-01A 69 years, male, white, stage:iv 11.9
TCGA-EI-7004-01A 37 years, female, white 11.7
TCGA-F4-6807-01A 51 years, female, white, stage:iiic 11.7
TCGA-CM-6170-01A 73 years, female, white, stage:i 11.7
TCGA-AA-A00J-01A 80 years, male, stage:iiib 11.6
TCGA-DM-A0XD-01A 65 years, male, white, stage:iia 11.5
TCGA-AZ-4323-01A 37 years, male, white, stage:iv 11.4
TCGA-AZ-4315-01A 61 years, male, white, stage:iia 11.3
TCGA-AA-3560-01A 72 years, female, stage:iiic 10.8
TCGA-AA-3846-01A 74 years, female, stage:iia 10.8
TCGA-G4-6628-01A 78 years, male, white, stage:i 10.7
TCGA-AH-6549-01A 66 years, male, white 10.6
TCGA-AY-6196-01A 47 years, male, white, stage:iiic 10.5
TCGA-DM-A1HA-01A 82 years, male, white, stage:iiic 10.3
TCGA-A6-6654-01A 65 years, female, white, stage:iiib 10.0
TCGA-AG-3575-01A 51 years, male, stage:ii 9.9
TCGA-AZ-4616-01A 82 years, female, white, stage:iv 9.8
TCGA-CI-6620-01A 41 years, female, white, stage:iva 9.8
TCGA-AA-A02R-01A 84 years, female, stage:iia 9.6
TCGA-AF-2687-01A 57 years, male, white, stage:iiic 9.5
TCGA-AA-A01I-01A 76 years, male, stage:i 9.4
TCGA-D5-6928-01A 80 years, male, white, stage:iia 9.3
TCGA-D5-6541-01A 49 years, male, white, stage:iia 9.2
TCGA-AF-2690-01A 77 years, female, white, stage:iiic 8.8
TCGA-AA-A02W-01A 73 years, female, stage:i 8.4
TCGA-WS-AB45-01A female, black or african american, stage:iia 8.0
TCGA-DY-A1H8-01A 77 years, female, white, stage:iiia 8.0
TCGA-AM-5821-01A 68 years, female, white, stage:iia 7.6
TCGA-CM-6166-01A 48 years, female, white, stage:i 7.4
TCGA-F5-6814-01A 57 years, male, white, stage:iia 7.3
TCGA-CM-5861-01A 63 years, female, white, stage:iia 6.7
TCGA-EI-6507-01A 60 years, male, white, stage:iia 6.5
TCGA-F4-6703-01A 64 years, male, white, stage:iia 6.3
TCGA-CA-6718-01A 46 years, male, asian, stage:iia 5.5
TCGA-DC-6682-01A 57 years, male, white, stage:iia 5.4
TCGA-A6-2677-01B 68 years, female, white, stage:iiic 4.5
TCGA-EI-6917-01A 33 years, male, white, stage:iiia 4.2
TCGA-AA-3947-01A 60 years, female, stage:iib 3.4
TCGA-A6-5656-01B 74 years, male, white, stage:i 2.9
TCGA-A6-6781-01B 43 years, male, white, stage:iiic 1.6
TCGA-A6-2684-01C 75 years, female, white, stage:i 1.4
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18.123.632.41.453.80102030405060708090100110120
18.123.632.41.453.80102030405060708090100110120

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=124)High (n=314)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 9101112YearsLow (n=219)High (n=219)

Expression cutoff

19.0 FPKM 23.6 FPKM

5-year survival high

62% 60%

5-year survival low

62% 67%

Log-rank P value

5.23e-1 7.79e-1

Interactive survival scatter plot (individual patient data)




Stage:



0123456789101112Living years0.0102030405060708090100110120FPKMAlive (n=340)Dead (n=98)BestMedian

TCGA RNA samples

Average FPKM

26.6

Number of samples

438

Samples

Sample

Description

FPKM

TCGA-A6-2679-01A 73 years, female, white, stage:iib 121.2
TCGA-AA-3667-01A 36 years, female, stage:i 83.5
TCGA-AA-3506-01A 77 years, male, stage:i 73.9
TCGA-AA-A004-01A 76 years, male, stage:iia 72.0
TCGA-AA-A01F-01A 72 years, male, stage:iiib 67.8
TCGA-AY-4071-01A 63 years, female, white, stage:i 67.4
TCGA-AA-3841-01A 66 years, male, stage:iia 64.7
TCGA-AA-A03F-01A 90 years, female, stage:iii 64.5
TCGA-AA-A03J-01A 65 years, female, stage:i 63.0
TCGA-AZ-4313-01A 51 years, female, white, stage:i 62.8
TCGA-AD-6888-01A 73 years, male, white, stage:iiib 59.1
TCGA-AA-3685-01A 69 years, male, stage:ii 58.5
TCGA-AA-3679-01A 59 years, male, stage:iv 56.8
TCGA-CM-5348-01A 72 years, male, white, stage:iiib 55.0
TCGA-AA-3488-01A 58 years, male, stage:iv 55.0
TCGA-AA-3666-01A 68 years, male, stage:iii 53.8
TCGA-AA-3514-01A 81 years, female, stage:i 53.6
TCGA-AA-3855-01A 72 years, male, stage:i 52.5
TCGA-D5-6533-01A 68 years, female, white 52.0
TCGA-DM-A28F-01A 73 years, male, white, stage:iiib 50.8
TCGA-CA-5796-01A 53 years, female, asian, stage:iia 50.7
TCGA-G4-6586-01A 74 years, female, white, stage:iia 49.7
TCGA-AM-5820-01A 60 years, female, white, stage:iva 49.6
TCGA-AZ-4682-01B 61 years, male, white, stage:iva 49.5
TCGA-AA-3812-01A 82 years, female, stage:iia 49.2
TCGA-AA-3678-01A 60 years, female, stage:iii 47.9
TCGA-AA-3542-01A 69 years, male, stage:iiic 47.9
TCGA-AZ-4308-01A 47 years, female, white, stage:iiib 47.9
TCGA-CA-5797-01A 56 years, male, asian, stage:iia 47.3
TCGA-AA-3519-01A 63 years, male, stage:iii 46.7
TCGA-A6-2680-01A 72 years, female, black or african american, stage:ii 46.5
TCGA-AA-3531-01A 75 years, female, stage:iia 45.6
TCGA-CM-4746-01A 61 years, male, black or african american, stage:i 45.5
TCGA-AA-3492-01A 90 years, female, stage:ii 45.2
TCGA-A6-2683-01A 57 years, female, white, stage:iv 44.9
TCGA-AZ-5407-01A 51 years, female, white, stage:i 44.8
TCGA-AA-A02Y-01A 73 years, male, stage:i 44.8
TCGA-CM-4747-01A 47 years, male, white, stage:iva 44.5
TCGA-AA-3975-01A 80 years, male, stage:i 44.2
TCGA-AA-3495-01A 79 years, male, stage:i 44.0
TCGA-AA-3697-01A 77 years, male, stage:ii 43.9
TCGA-A6-2682-01A 70 years, male, white, stage:iv 43.8
TCGA-AZ-5403-01A 43 years, male, white, stage:ii 43.6
TCGA-AY-6386-01A 66 years, female, black or african american, stage:iiib 43.2
TCGA-AA-3941-01A 84 years, female, stage:iva 42.6
TCGA-AA-A01T-01A 63 years, female, stage:iii 42.6
TCGA-A6-2681-01A 73 years, female, white, stage:iia 42.4
TCGA-AA-3663-01A 42 years, male, stage:ii 42.3
TCGA-A6-6140-01A 62 years, male, white, stage:iia 42.1
TCGA-AA-3526-01A 57 years, male, stage:i 41.9
TCGA-CA-5255-01A 45 years, male, asian, stage:iia 41.0
TCGA-AA-3680-01A 67 years, female, stage:iv 40.8
TCGA-A6-6650-01A 69 years, female, black or african american, stage:iia 40.5
TCGA-AA-A02O-01A 82 years, male, stage:ii 40.5
TCGA-AD-6890-01A 65 years, male, white 40.2
TCGA-G4-6309-01A 40 years, female, black or african american, stage:iiib 40.1
TCGA-AA-3517-01A 60 years, male, stage:iia 40.0
TCGA-AA-3819-01A 41 years, female, stage:iia 39.9
TCGA-CM-5862-01A 80 years, male, white, stage:iva 39.9
TCGA-AA-A029-01A 67 years, male, stage:ii 39.8
TCGA-CA-5256-01A 54 years, female, asian, stage:iia 39.6
TCGA-CK-4950-01A 68 years, female, black or african american, stage:iiib 39.5
TCGA-D5-5537-01A 83 years, male, white 39.2
TCGA-A6-2685-01A 48 years, female, black or african american, stage:iia 39.1
TCGA-D5-6539-01A 45 years, female, white 39.1
TCGA-AA-3862-01A 82 years, male, stage:iia 39.1
TCGA-AA-3860-01A 53 years, female, stage:iiib 39.1
TCGA-CM-4748-01A 53 years, male, white, stage:iiib 39.0
TCGA-NH-A6GA-01A 58 years, male, black or african american, stage:iiic 38.8
TCGA-AU-6004-01A 69 years, female, white, stage:i 38.6
TCGA-AA-A017-01A 57 years, female, stage:iia 38.4
TCGA-DM-A1D4-01A 80 years, male, white, stage:iia 38.3
TCGA-AA-3989-01A 84 years, male, stage:iv 38.2
TCGA-AA-3815-01A 65 years, female, stage:iia 38.1
TCGA-AA-3553-01A 61 years, female, stage:i 38.0
TCGA-G4-6315-01A 66 years, male, white, stage:iv 38.0
TCGA-AA-A00Q-01A 66 years, female, stage:iiib 37.9
TCGA-AZ-4684-01A 50 years, male, white, stage:iva 37.3
TCGA-AA-3696-01A 75 years, female, stage:iv 37.3
TCGA-G4-6317-01A 51 years, female, white, stage:iiic 37.1
TCGA-G4-6298-01A 90 years, male, black or african american, stage:iiib 37.1
TCGA-AA-A01X-01A 80 years, female, stage:iii 36.9
TCGA-G4-6321-01A 60 years, female, white, stage:iii 36.7
TCGA-AA-A01V-01A 59 years, male, stage:i 36.4
TCGA-G4-6306-01A 71 years, male, white 36.1
TCGA-DM-A288-01A 68 years, male, white, stage:iiic 35.8
TCGA-A6-5667-01A 40 years, female, white, stage:iiib 35.8
TCGA-AA-A02J-01A 70 years, female, stage:iv 35.6
TCGA-AA-3952-01A 68 years, male, stage:iiic 35.4
TCGA-A6-4107-01A 57 years, female, white, stage:iiib 35.3
TCGA-QL-A97D-01A 84 years, female, black or african american, stage:i 35.1
TCGA-AA-3524-01A 85 years, male, stage:ii 35.0
TCGA-D5-6920-01A 77 years, female, white, stage:iia 34.7
TCGA-AA-3848-01A 82 years, female, stage:iiic 34.5
TCGA-D5-6538-01A 79 years, female, white, stage:iiib 34.3
TCGA-AA-3866-01A 78 years, female, stage:i 33.9
TCGA-F4-6854-01A 77 years, female, white, stage:iia 33.9
TCGA-AA-3561-01A 72 years, male, stage:iia 33.8
TCGA-G4-6293-01A 49 years, female, white, stage:iii 33.7
TCGA-AA-3672-01A 90 years, female, stage:iii 33.7
TCGA-AA-3877-01A 83 years, female, stage:i 33.6
TCGA-DM-A28E-01A 72 years, female, white, stage:iia 33.3
TCGA-AA-A00W-01A 80 years, male, stage:i 32.7
TCGA-CK-4947-01B 46 years, female, white, stage:iiib 32.7
TCGA-AA-3562-01A 82 years, male, stage:iiic 32.6
TCGA-A6-6649-01A 66 years, male, white, stage:iiib 32.5
TCGA-AA-3986-01A 73 years, male, stage:i 32.5
TCGA-AA-3510-01A 70 years, male, stage:ii 32.4
TCGA-AA-3538-01A 54 years, female, stage:i 32.4
TCGA-3L-AA1B-01A 61 years, female, black or african american, stage:i 32.2
TCGA-AA-A02K-01A 50 years, male, stage:iv 32.1
TCGA-AA-3971-01A 58 years, male, stage:iii 32.0
TCGA-CM-6679-01A 58 years, male, white, stage:iia 31.9
TCGA-AA-3851-01A 74 years, male, stage:iia 31.8
TCGA-AA-3875-01A 78 years, female, stage:i 31.8
TCGA-F4-6808-01A 54 years, female, white, stage:i 31.7
TCGA-AA-3869-01A 76 years, male, stage:iv 31.6
TCGA-DM-A1D6-01A 88 years, male, white, stage:iia 31.5
TCGA-D5-6535-01A 80 years, female, white, stage:iiib 31.4
TCGA-G4-6626-01A 90 years, male, white, stage:iia 31.3
TCGA-AA-3818-01A 78 years, female, stage:iia 31.2
TCGA-AA-3494-01A 55 years, male, stage:iv 31.1
TCGA-AA-A02H-01A 74 years, female, stage:iv 31.0
TCGA-D5-7000-01A 79 years, female, white, stage:i 30.8
TCGA-AA-3544-01A 68 years, male, stage:i 30.8
TCGA-AA-A024-01A 81 years, male, stage:ii 30.8
TCGA-DM-A28M-01A 63 years, male, white, stage:iia 30.7
TCGA-AA-3511-01A 64 years, male, stage:ii 30.7
TCGA-CM-4751-01A 62 years, male, white, stage:iiib 30.6
TCGA-AA-3655-01A 68 years, male, stage:ii 30.6
TCGA-DM-A0XF-01A 68 years, female, white, stage:iiic 30.3
TCGA-AA-3662-01A 80 years, female, stage:iv 30.2
TCGA-F4-6460-01A 51 years, female, white, stage:iiib 30.2
TCGA-AA-3842-01A 51 years, male, stage:iiia 29.9
TCGA-CM-6161-01A 36 years, female, white, stage:i 29.8
TCGA-AZ-6600-01A 64 years, male, black or african american, stage:iv 29.8
TCGA-CM-5864-01A 60 years, male, white, stage:i 29.8
TCGA-5M-AATE-01A 76 years, male, black or african american, stage:iia 29.8
TCGA-AA-3831-01A 66 years, male, stage:iia 29.7
TCGA-AA-3837-01A 67 years, male, stage:iia 29.4
TCGA-D5-6898-01A 51 years, female, white, stage:i 29.4
TCGA-G4-6320-01A 73 years, male, white, stage:iii 29.2
TCGA-A6-A5ZU-01A 59 years, male, black or african american, stage:iiib 29.2
TCGA-CM-4752-01A 58 years, male, black or african american, stage:iia 29.2
TCGA-CM-6676-01A 82 years, male, white, stage:i 28.9
TCGA-AA-3854-01A 71 years, female, stage:i 28.9
TCGA-AA-3548-01A 71 years, female, stage:iiic 28.6
TCGA-F4-6856-01A 45 years, male, white, stage:i 28.6
TCGA-A6-6138-01A 61 years, male, white, stage:i 28.5
TCGA-AA-3520-01A 86 years, female, stage:ii 28.3
TCGA-CM-4750-01A 34 years, female, white, stage:iiia 28.3
TCGA-AD-6963-01A 58 years, male, white 28.3
TCGA-G4-6322-01A 65 years, male, white, stage:iiib 28.3
TCGA-AA-3858-01A 67 years, male, stage:i 28.2
TCGA-CM-6675-01A 35 years, male, black or african american, stage:ivb 28.1
TCGA-A6-6780-01A 74 years, male, white, stage:iia 28.1
TCGA-AA-3554-01A 62 years, female, stage:iia 28.0
TCGA-AA-3502-01A 73 years, male, stage:i 27.9
TCGA-AA-3861-01A 72 years, male, stage:iia 27.9
TCGA-AY-A54L-01A 74 years, female, black or african american, stage:i 27.7
TCGA-NH-A6GC-01A 66 years, female, black or african american, stage:ivb 27.6
TCGA-AA-A01R-01A 47 years, male, stage:iii 27.5
TCGA-AA-A02E-01A 82 years, female, stage:iv 27.5
TCGA-A6-2686-01A 81 years, female, white, stage:iia 27.4
TCGA-AA-3496-01A 83 years, female, stage:ii 27.3
TCGA-G4-6304-01A 66 years, female, white, stage:iib 27.3
TCGA-F4-6459-01A 61 years, female, white, stage:iiib 27.3
TCGA-AZ-6605-01A 78 years, male, white, stage:iiib 27.2
TCGA-A6-6782-01A 82 years, male, white, stage:iib 27.1
TCGA-CK-6747-01A 87 years, female, white, stage:iia 27.1
TCGA-AA-3552-01A 85 years, male, stage:iiic 27.0
TCGA-CM-6165-01A 74 years, male, white, stage:iia 27.0
TCGA-AY-A71X-01A 54 years, female, black or african american, stage:i 26.8
TCGA-DM-A1D7-01A 82 years, male, white, stage:iia 26.6
TCGA-G4-6627-01A 84 years, male, white, stage:iia 26.4
TCGA-DM-A280-01A 70 years, female, white, stage:iia 26.4
TCGA-CK-5913-01A 58 years, female, white, stage:iia 26.4
TCGA-CM-6674-01A 39 years, male, white, stage:iia 26.3
TCGA-DM-A1HB-01A 75 years, male, white, stage:iiib 26.3
TCGA-AA-3939-01A 83 years, male, stage:iia 26.2
TCGA-AD-6964-01A 58 years, male, white 26.2
TCGA-A6-6141-01A 31 years, male, black or african american, stage:iia 26.2
TCGA-AY-A8YK-01A 44 years, male, black or african american, stage:iva 26.2
TCGA-D5-6922-01A 76 years, male, white, stage:iiia 26.0
TCGA-AY-A69D-01A 55 years, female, black or african american, stage:iia 25.7
TCGA-A6-6652-01A 59 years, male, black or african american, stage:iva 25.6
TCGA-AD-6965-01A 62 years, male, white, stage:iiic 25.6
TCGA-AA-3509-01A 54 years, female, stage:ii 25.5
TCGA-AY-6197-01A 60 years, male, white, stage:iia 25.5
TCGA-QG-A5YX-01A 61 years, female, black or african american, stage:iia 25.4
TCGA-G4-6588-01A 58 years, female, white, stage:iia 25.3
TCGA-NH-A50U-01A 42 years, male, black or african american, stage:iva 25.3
TCGA-AA-3522-01A 67 years, male, stage:iia 25.2
TCGA-AA-3534-01A 78 years, female, stage:iia 25.2
TCGA-AA-3543-01A 84 years, male, stage:i 25.2
TCGA-AA-3675-01A 84 years, male, stage:ii 25.2
TCGA-AA-A00F-01A 66 years, male, stage:iiic 25.1
TCGA-QG-A5Z2-01A 61 years, male, black or african american, stage:i 25.1
TCGA-DM-A1D8-01A 50 years, female, white 24.7
TCGA-NH-A8F8-01A 79 years, male, black or african american, stage:iv 24.7
TCGA-CK-5912-01A 82 years, male, white, stage:i 24.6
TCGA-AA-3994-01A 69 years, male, stage:iiib 24.6
TCGA-AA-A00L-01A 66 years, male, stage:iia 24.5
TCGA-AA-3660-01A 51 years, female, stage:ii 24.5
TCGA-AA-3681-01A 77 years, female, stage:iii 24.4
TCGA-CM-4744-01A 69 years, male, white, stage:i 24.4
TCGA-DM-A1DB-01A 68 years, male, white, stage:iia 24.2
TCGA-AD-A5EK-01A 51 years, male, black or african american, stage:i 24.2
TCGA-A6-A565-01A 34 years, female, black or african american, stage:iiic 24.1
TCGA-D5-6924-01A 68 years, male, white, stage:iia 24.1
TCGA-CM-6168-01A 84 years, female, black or african american, stage:iia 24.1
TCGA-CM-5863-01A 60 years, female, white, stage:iiib 24.1
TCGA-D5-5541-01A 63 years, male, white, stage:iiib 24.0
TCGA-AA-3692-01A 47 years, female, stage:iv 24.0
TCGA-NH-A50T-01A 68 years, female, black or african american, stage:iia 23.9
TCGA-A6-5660-01A 73 years, male, black or african american, stage:iiic 23.8
TCGA-NH-A8F7-01A 53 years, female, black or african american, stage:iia 23.8
TCGA-AA-A01D-01A 47 years, female, stage:iiic 23.7
TCGA-A6-6648-01A 56 years, male, white, stage:iva 23.7
TCGA-AA-3844-01A 78 years, female, stage:iiic 23.6
TCGA-A6-5662-01A 46 years, male, white, stage:iva 23.6
TCGA-F4-6704-01A 60 years, male, american indian or alaska native, stage:iiic 23.6
TCGA-4N-A93T-01A 67 years, male, black or african american, stage:iiib 23.5
TCGA-AD-6899-01A 84 years, male, white, stage:iiic 23.4
TCGA-D5-6927-01A 34 years, male, white, stage:iia 23.4
TCGA-SS-A7HO-01A 44 years, female, black or african american, stage:iib 23.4
TCGA-QG-A5Z1-01A 71 years, male, black or african american, stage:iiib 23.3
TCGA-D5-6923-01A 57 years, male, white, stage:i 23.3
TCGA-AA-A01Z-01A 68 years, male, stage:ii 23.2
TCGA-AA-3982-01A 75 years, male, stage:iiib 23.2
TCGA-A6-5661-01A 80 years, female, black or african american, stage:iia 23.2
TCGA-CM-6680-01A 78 years, female, white, stage:iiib 23.2
TCGA-AA-3955-01A 38 years, male, stage:iiib 23.1
TCGA-CM-5860-01A 44 years, male, white, stage:iia 23.1
TCGA-CK-4948-01B 45 years, female, white, stage:iii 23.1
TCGA-DM-A28K-01A 75 years, male, white, stage:iia 23.0
TCGA-CM-6167-01A 57 years, female, black or african american, stage:iiic 23.0
TCGA-A6-A56B-01A 57 years, male, black or african american, stage:iiib 22.9
TCGA-F4-6569-01A 60 years, male, white, stage:i 22.9
TCGA-A6-6137-01A 55 years, male, white, stage:iiib 22.9
TCGA-AA-3549-01A 69 years, male, stage:i 22.9
TCGA-AZ-4614-01A 71 years, female, white, stage:iva 22.9
TCGA-D5-6930-01A 67 years, male, white, stage:iia 22.7
TCGA-AA-3976-01A 70 years, male, stage:iiia 22.7
TCGA-AA-3713-01A 68 years, male, stage:iv 22.6
TCGA-AZ-6598-01A 77 years, female, white, stage:ii 22.6
TCGA-CK-6751-01A 88 years, female, white, stage:i 22.6
TCGA-A6-5659-01A 82 years, male, white, stage:i 22.6
TCGA-RU-A8FL-01A 51 years, male, black or african american, stage:iiib 22.6
TCGA-CM-6678-01A 63 years, female, white, stage:iva 22.6
TCGA-AA-3525-01A 90 years, male, stage:iiib 22.5
TCGA-AA-3688-01A 80 years, male, stage:iv 22.5
TCGA-AA-A01S-01A 47 years, female, stage:iii 22.3
TCGA-AY-4070-01A 51 years, female, black or african american, stage:iiic 22.3
TCGA-DM-A28A-01A 78 years, male, white, stage:iiic 22.2
TCGA-QG-A5YV-01A 64 years, female, black or african american, stage:iiic 22.2
TCGA-DM-A28C-01A 74 years, male, white, stage:iia 22.1
TCGA-D5-6929-01A 49 years, female, white, stage:iv 22.0
TCGA-CM-6172-01A 70 years, female, white, stage:iiib 22.0
TCGA-AA-A00N-01A 75 years, male, stage:iib 22.0
TCGA-AA-3864-01A 71 years, male, stage:ii 21.9
TCGA-D5-6931-01A 77 years, male, white, stage:iiic 21.8
TCGA-CM-4743-01A 69 years, male, white, stage:iia 21.7
TCGA-AZ-6606-01A 81 years, male, white, stage:iv 21.6
TCGA-4T-AA8H-01A 42 years, female, black or african american, stage:iia 21.6
TCGA-G4-6311-01A 80 years, male, white, stage:iii 21.6
TCGA-AA-A00K-01A 79 years, male, stage:iia 21.6
TCGA-AA-3968-01A 55 years, female, stage:i 21.5
TCGA-G4-6625-01A 77 years, female, white, stage:iia 21.5
TCGA-D5-6537-01A 64 years, male, white, stage:iiib 21.5
TCGA-A6-5665-01A 84 years, female, white, stage:iia 21.4
TCGA-G4-6323-01A 50 years, male, black or african american, stage:ia 21.4
TCGA-D5-5539-01A 60 years, male, white, stage:iiia 21.4
TCGA-AU-3779-01A 80 years, female, white, stage:iia 21.3
TCGA-NH-A6GB-01A 71 years, female, black or african american, stage:iiic 21.2
TCGA-D5-6540-01A 66 years, male, white, stage:i 21.1
TCGA-AA-A00E-01A 65 years, male, stage:iia 21.0
TCGA-AD-6901-01A 78 years, male, white 21.0
TCGA-CK-5914-01A 81 years, male, white, stage:iiib 20.9
TCGA-DM-A285-01A 71 years, female, white, stage:iv 20.9
TCGA-AZ-6603-01A 77 years, female, white 20.9
TCGA-CK-6748-01A 45 years, female, white, stage:iv 20.9
TCGA-A6-3807-01A 53 years, female, white, stage:iiic 20.8
TCGA-CK-5916-01A 71 years, female, white, stage:i 20.7
TCGA-CA-6715-01A 63 years, male, asian, stage:iiib 20.7
TCGA-DM-A1D0-01A 79 years, female, white, stage:iia 20.7
TCGA-AA-A00A-01A 80 years, male, stage:iia 20.7
TCGA-D5-6532-01A 61 years, male, white, stage:iia 20.6
TCGA-CA-6719-01A 77 years, male, asian, stage:iia 20.6
TCGA-AA-3715-01A 77 years, male, stage:ii 20.5
TCGA-AA-3664-01A 74 years, female, stage:ii 20.5
TCGA-G4-6297-01A 55 years, female, white, stage:iv 20.5
TCGA-AA-3950-01A 79 years, female, stage:iia 20.4
TCGA-QG-A5YW-01A 55 years, female, black or african american, stage:iiic 20.2
TCGA-G4-6307-01A 37 years, female, white, stage:iiib 20.2
TCGA-AA-3556-01A 78 years, male, stage:i 20.1
TCGA-CM-6677-01A 75 years, female, white, stage:iia 20.1
TCGA-A6-A566-01A 55 years, female, black or african american, stage:iiib 20.0
TCGA-DM-A28H-01A 50 years, male, white, stage:iiic 19.9
TCGA-D5-6534-01A 62 years, female, white, stage:iia 19.9
TCGA-AA-A00R-01A 64 years, female, stage:i 19.9
TCGA-AA-3966-01A 89 years, female, stage:iia 19.8
TCGA-AA-A01C-01A 75 years, male, stage:iiia 19.8
TCGA-G4-6310-01A 69 years, male, white, stage:iiib 19.8
TCGA-A6-4105-01A 79 years, male, white, stage:iia 19.7
TCGA-CM-5341-01A 82 years, female, white, stage:iiia 19.7
TCGA-AA-3972-01A 72 years, male, stage:iv 19.6
TCGA-AA-3833-01A 63 years, female, stage:iia 19.5
TCGA-DM-A282-01A 61 years, female, white, stage:iia 19.5
TCGA-AA-3856-01A 59 years, male, stage:iia 19.5
TCGA-F4-6806-01A 59 years, female, white, stage:i 19.5
TCGA-A6-3809-01A 71 years, female, white, stage:iib 19.3
TCGA-AA-A00U-01A 50 years, male, stage:iiib 19.2
TCGA-A6-5664-01A 80 years, male, black or african american, stage:iiic 19.1
TCGA-DM-A1DA-01A 71 years, female, white, stage:iiic 18.9
TCGA-CM-6163-01A 74 years, male, white, stage:i 18.8
TCGA-AA-3516-01A 74 years, female, stage:iii 18.8
TCGA-AA-3977-01A 65 years, male 18.8
TCGA-D5-6926-01A 65 years, male, white, stage:iiib 18.7
TCGA-AA-A00D-01A 70 years, male, stage:i 18.7
TCGA-AZ-6599-01A 72 years, male, white, stage:i 18.7
TCGA-A6-2675-01A 78 years, male, white, stage:iia 18.6
TCGA-T9-A92H-01A 82 years, male, black or african american, stage:iia 18.6
TCGA-G4-6303-01A 54 years, female, white, stage:iv 18.6
TCGA-G4-6294-01A 76 years, male, white, stage:iv 18.5
TCGA-AA-3532-01A 63 years, male, stage:iia 18.5
TCGA-NH-A50V-01A 69 years, male, black or african american, stage:iiib 18.4
TCGA-A6-6651-01A 55 years, female, white, stage:iiib 18.3
TCGA-DM-A28G-01A 75 years, male, white, stage:iia 18.3
TCGA-AA-3555-01A 81 years, female, stage:iia 18.2
TCGA-AY-5543-01A 65 years, female, black or african american, stage:iva 18.1
TCGA-G4-6314-01A 76 years, female, white, stage:iv 18.0
TCGA-D5-6530-01A 53 years, male, white, stage:i 17.9
TCGA-CA-5254-01A 42 years, female, asian, stage:iia 17.9
TCGA-AA-3867-01A 74 years, male, stage:iv 17.8
TCGA-D5-6529-01A 69 years, male, white, stage:iia 17.7
TCGA-AA-3518-01A 81 years, female, stage:iia 17.7
TCGA-A6-5666-01A 78 years, male, white, stage:iic 17.3
TCGA-AA-3870-01A 71 years, female, stage:iv 17.3
TCGA-A6-2671-01A 85 years, male, white, stage:iv 17.3
TCGA-AA-3949-01A 87 years, female, stage:iiib 17.3
TCGA-F4-6809-01A 52 years, female, white, stage:iva 17.3
TCGA-AA-A00Z-01A 70 years, male, stage:iia 17.2
TCGA-DM-A0X9-01A 71 years, female, white, stage:iia 17.2
TCGA-A6-6653-01A 82 years, male, white, stage:i 17.1
TCGA-AD-6889-01A male, asian, stage:iia 17.0
TCGA-AA-3673-01A 53 years, female, stage:ii 17.0
TCGA-F4-6805-01A 58 years, female, white, stage:iia 17.0
TCGA-G4-6299-01A 69 years, male, white, stage:iiic 16.9
TCGA-AA-3811-01A 84 years, female, stage:iii 16.8
TCGA-5M-AAT4-01A 74 years, male, black or african american, stage:iv 16.8
TCGA-AA-A01G-01A 63 years, male, stage:iia 16.7
TCGA-F4-6855-01A 70 years, female, white, stage:iia 16.6
TCGA-AA-3489-01A 75 years, male, stage:ii 16.6
TCGA-A6-3808-01A 73 years, male, white, stage:iia 16.5
TCGA-D5-6932-01A 69 years, male, white, stage:iia 16.3
TCGA-D5-6531-01A 75 years, male, white, stage:iia 16.3
TCGA-CM-6171-01A 77 years, female, white, stage:i 16.2
TCGA-D5-5538-01A 60 years, female, white, stage:iiib 16.2
TCGA-F4-6463-01A 51 years, male, white, stage:iia 16.2
TCGA-AA-A02F-01A 68 years, female, stage:iv 16.2
TCGA-AA-A010-01A 46 years, female, stage:iib 16.2
TCGA-CM-6164-01A 46 years, female, white, stage:iia 16.2
TCGA-CA-6716-01A 65 years, male, asian, stage:iia 16.2
TCGA-AA-A01Q-01A 48 years, female, stage:ii 16.1
TCGA-AD-6895-01A 84 years, male, white, stage:iiib 16.1
TCGA-DM-A1D9-01A 67 years, female, white, stage:iia 16.1
TCGA-AD-6548-01A 81 years, female, white, stage:i 16.1
TCGA-AA-3710-01A 80 years, female, stage:iia 16.0
TCGA-A6-5657-01A 65 years, male, black or african american, stage:iiib 16.0
TCGA-A6-6142-01A 56 years, female, white, stage:iva 15.9
TCGA-A6-3810-01A 63 years, male, white, stage:iia 15.9
TCGA-AA-A01K-01A 74 years, female, stage:iiic 15.8
TCGA-NH-A5IV-01A 90 years, female, black or african american, stage:iia 15.8
TCGA-A6-2672-01B 82 years, female, white, stage:iiib 15.7
TCGA-G4-6295-01A 70 years, female, white, stage:ii 15.7
TCGA-CK-4951-01A 79 years, female, white, stage:iia 15.4
TCGA-AA-3973-01A 69 years, male, stage:iv 15.1
TCGA-AA-3821-01A 81 years, female, stage:i 15.0
TCGA-AA-3530-01A 80 years, male, stage:i 14.7
TCGA-AZ-6601-01A 68 years, male, white, stage:ii 14.7
TCGA-5M-AAT6-01A 40 years, female, black or african american, stage:iv 14.4
TCGA-D5-6536-01A 73 years, male, white, stage:iia 14.3
TCGA-A6-2678-01A 43 years, female, white, stage:iiib 14.3
TCGA-AA-3956-01A 65 years, male, stage:iia 14.2
TCGA-CM-5868-01A 59 years, female, white, stage:iva 14.1
TCGA-AA-3970-01A 65 years, male, stage:iia 13.9
TCGA-AD-5900-01A 67 years, male, white, stage:i 13.9
TCGA-CM-6162-01A 48 years, female, white, stage:iiib 13.9
TCGA-CM-5349-01A 68 years, female, white, stage:iia 13.8
TCGA-CA-6717-01A 57 years, male, asian, stage:iia 13.6
TCGA-CK-4952-01A 48 years, female, white, stage:iiic 13.6
TCGA-AA-A01P-01A 80 years, female, stage:iii 13.5
TCGA-F4-6461-01A 41 years, female, white, stage:iiic 13.5
TCGA-A6-2676-01A 75 years, female, white, stage:iib 13.4
TCGA-D5-5540-01A 73 years, male, white, stage:iia 13.3
TCGA-A6-A567-01A 56 years, male, black or african american, stage:iv 13.3
TCGA-AZ-6608-01A 55 years, female, white, stage:iiia 13.3
TCGA-AA-3930-01A 66 years, male, stage:iv 13.2
TCGA-AZ-4615-01A 84 years, male, white, stage:iiib 13.1
TCGA-G4-6302-01A 90 years, female, white, stage:iia 13.0
TCGA-CM-5344-01A 39 years, female, white, stage:iiib 12.6
TCGA-CM-6169-01A 67 years, male, black or african american, stage:iia 12.4
TCGA-AA-3980-01A 89 years, female, stage:i 12.3
TCGA-AA-3979-01A 84 years, male, stage:iia 12.3
TCGA-AA-A00O-01A 83 years, female, stage:iiic 12.2
TCGA-A6-2674-01A 72 years, male, white, stage:iv 12.2
TCGA-F4-6570-01A 78 years, female, white, stage:iia 11.9
TCGA-AZ-6607-01A 69 years, male, white, stage:iv 11.9
TCGA-F4-6807-01A 51 years, female, white, stage:iiic 11.7
TCGA-CM-6170-01A 73 years, female, white, stage:i 11.7
TCGA-AA-A00J-01A 80 years, male, stage:iiib 11.6
TCGA-DM-A0XD-01A 65 years, male, white, stage:iia 11.5
TCGA-AZ-4323-01A 37 years, male, white, stage:iv 11.4
TCGA-AZ-4315-01A 61 years, male, white, stage:iia 11.3
TCGA-AA-3560-01A 72 years, female, stage:iiic 10.8
TCGA-AA-3846-01A 74 years, female, stage:iia 10.8
TCGA-G4-6628-01A 78 years, male, white, stage:i 10.7
TCGA-AY-6196-01A 47 years, male, white, stage:iiic 10.5
TCGA-DM-A1HA-01A 82 years, male, white, stage:iiic 10.3
TCGA-A6-6654-01A 65 years, female, white, stage:iiib 10.0
TCGA-AZ-4616-01A 82 years, female, white, stage:iv 9.8
TCGA-AA-A02R-01A 84 years, female, stage:iia 9.6
TCGA-AA-A01I-01A 76 years, male, stage:i 9.4
TCGA-D5-6928-01A 80 years, male, white, stage:iia 9.3
TCGA-D5-6541-01A 49 years, male, white, stage:iia 9.2
TCGA-AA-A02W-01A 73 years, female, stage:i 8.4
TCGA-WS-AB45-01A female, black or african american, stage:iia 8.0
TCGA-AM-5821-01A 68 years, female, white, stage:iia 7.6
TCGA-CM-6166-01A 48 years, female, white, stage:i 7.4
TCGA-CM-5861-01A 63 years, female, white, stage:iia 6.7
TCGA-F4-6703-01A 64 years, male, white, stage:iia 6.3
TCGA-CA-6718-01A 46 years, male, asian, stage:iia 5.5
TCGA-A6-2677-01B 68 years, female, white, stage:iiic 4.5
TCGA-AA-3947-01A 60 years, female, stage:iib 3.4
TCGA-A6-5656-01B 74 years, male, white, stage:i 2.9
TCGA-A6-6781-01B 43 years, male, white, stage:iiic 1.6
TCGA-A6-2684-01C 75 years, female, white, stage:i 1.4
Show all
18.323.632.11.452.50102030405060708090100110120
18.323.632.11.452.50102030405060708090100110120

Best separation

Median separation

0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910YearsLow (n=51)High (n=108)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910YearsLow (n=79)High (n=80)

Expression cutoff

19.2 FPKM 23.3 FPKM

5-year survival high

41% 65%

5-year survival low

62% 45%

Log-rank P value

2.35e-1 7.35e-1

Interactive survival scatter plot (individual patient data)




Stage:


012345678910Living years0.0102030405060708090100110FPKMAlive (n=133)Dead (n=26)BestMedian

TCGA RNA samples

Average FPKM

26.8

Number of samples

159

Samples

Sample

Description

FPKM

TCGA-AG-3885-01A 71 years, female, stage:iiib 112.9
TCGA-AG-3583-01A 66 years, male, stage:iv 74.8
TCGA-DC-4749-01A 57 years, male, white, stage:i 64.8
TCGA-AG-3584-01A 60 years, male, stage:iv 62.9
TCGA-AG-3727-01A 78 years, female, stage:iii 61.4
TCGA-AG-3611-01A 72 years, male, stage:iia 61.2
TCGA-AG-3909-01A 69 years, female, stage:iiib 59.8
TCGA-AF-3913-01A 60 years, male, black or african american, stage:iv 59.3
TCGA-AG-3882-01A 66 years, female, stage:i 56.5
TCGA-DC-6155-01A 31 years, female, white, stage:iiia 54.7
TCGA-AG-3726-01A 63 years, female, stage:i 49.8
TCGA-AG-4007-01A 87 years, male, stage:iv 48.2
TCGA-CI-6621-01A 63 years, male, white, stage:iiib 46.8
TCGA-EI-6511-01A 52 years, male, white, stage:iiib 45.8
TCGA-AG-A01N-01A 68 years, female, stage:iv 44.2
TCGA-AG-A01J-01A 59 years, female, stage:iia 43.2
TCGA-AG-3581-01A 63 years, male, stage:i 43.2
TCGA-CI-6623-01B 44 years, male, white, stage:i 40.9
TCGA-AG-3883-01A 69 years, male, stage:i 40.5
TCGA-DC-4745-01A 49 years, female, white, stage:iiib 39.9
TCGA-AF-6136-01A 72 years, female, white, stage:iiib 39.8
TCGA-AG-3890-01A 62 years, male, stage:i 39.0
TCGA-F5-6864-01A 74 years, female, white, stage:iiib 39.0
TCGA-AG-A016-01A 55 years, male, stage:iv 38.6
TCGA-AG-3592-01A 68 years, male, stage:iia 38.0
TCGA-G5-6233-01A 74 years, male, white 37.9
TCGA-AG-3580-01A 67 years, male, stage:i 37.7
TCGA-EI-6510-01A 77 years, female, white 37.6
TCGA-AG-3728-01A 73 years, male, stage:iiib 37.3
TCGA-AG-3878-01A 64 years, male, stage:i 36.2
TCGA-AF-4110-01A 77 years, male, white, stage:iva 34.8
TCGA-DC-5337-01A 69 years, male, white, stage:i 34.8
TCGA-DC-6160-01A 68 years, male, white, stage:i 34.5
TCGA-AG-3896-01A 85 years, female, stage:i 34.4
TCGA-EI-7002-01A 58 years, male, white, stage:iv 34.2
TCGA-AG-3593-01A 72 years, female, stage:iia 33.8
TCGA-AG-A014-01A 86 years, male, stage:i 33.3
TCGA-AG-3894-01A 65 years, male, stage:iia 33.2
TCGA-AG-3893-01A 74 years, male, stage:iiib 33.0
TCGA-EF-5830-01A 54 years, male, white, stage:iib 32.8
TCGA-EI-6883-01A 63 years, male, white, stage:iic 32.8
TCGA-AG-3608-01A 79 years, female, stage:iia 32.5
TCGA-DC-6681-01A 70 years, female, white, stage:iva 31.8
TCGA-AG-3725-01A 90 years, female, stage:iii 31.8
TCGA-AG-3887-01A 68 years, male, stage:iia 31.5
TCGA-AG-3612-01A 55 years, female, stage:iiib 31.5
TCGA-F5-6813-01A 70 years, male, white, stage:iiic 30.7
TCGA-AG-4022-01A 59 years, female, stage:ii 30.5
TCGA-AG-A00Y-01A 68 years, male, stage:iia 30.5
TCGA-EI-6884-01A 71 years, male, white, stage:iiia 30.5
TCGA-CI-6624-01C 53 years, female, white, stage:i 30.1
TCGA-AH-6897-01A 48 years, male, white, stage:i 30.1
TCGA-AG-3598-01A 69 years, male, stage:iia 29.5
TCGA-EI-6506-01A 78 years, female, white, stage:iia 29.2
TCGA-AG-3892-01A 57 years, female, stage:i 28.5
TCGA-AG-3881-01A 83 years, female, stage:iia 28.2
TCGA-AG-3586-01A 72 years, female, stage:iii 28.1
TCGA-DY-A1DC-01A 72 years, female, white, stage:iia 27.9
TCGA-AF-2691-01A 48 years, female, white, stage:i 27.8
TCGA-AG-3574-01A 89 years, female, stage:ii 27.8
TCGA-AG-A032-01A 68 years, male, stage:iiib 27.6
TCGA-F5-6861-01A 60 years, female, white, stage:iia 27.5
TCGA-AG-A008-01A 50 years, female, stage:i 26.1
TCGA-AF-A56L-01A 48 years, female, black or african american, stage:iiic 25.9
TCGA-AG-A025-01A 62 years, female, stage:i 25.9
TCGA-AG-3591-01A 66 years, female, stage:iia 25.4
TCGA-G5-6572-01A 56 years, male, white 25.2
TCGA-AH-6547-01A 79 years, female, white 25.1
TCGA-AF-3400-01A 54 years, male, white, stage:iia 25.1
TCGA-CI-6622-01A 74 years, male, white, stage:iib 25.1
TCGA-AG-A02X-01A 77 years, male, stage:i 24.8
TCGA-AG-3578-01A 76 years, female, stage:iia 24.7
TCGA-AG-3587-01A 65 years, male, stage:i 24.3
TCGA-AF-A56K-01A 56 years, male, black or african american, stage:iia 24.3
TCGA-DC-6154-01A 57 years, female, white, stage:iva 24.3
TCGA-AG-A015-01A 64 years, female, stage:i 24.1
TCGA-CL-5918-01A 90 years, female, white, stage:iia 23.7
TCGA-AG-A026-01A 66 years, male, stage:ii 23.7
TCGA-G5-6235-01A 72 years, male, white, stage:iiib 23.6
TCGA-DY-A1DF-01A 73 years, female, white, stage:iiic 23.3
TCGA-AG-3594-01A 77 years, male, stage:iia 23.3
TCGA-AG-4001-01A 74 years, female, stage:iia 23.1
TCGA-AG-A02G-01A 66 years, male, stage:iv 23.1
TCGA-AF-A56N-01A 47 years, female, black or african american, stage:iia 23.0
TCGA-EI-6514-01A 59 years, female, white, stage:iia 22.9
TCGA-AF-2692-01A 54 years, female, white, stage:iia 22.9
TCGA-AH-6544-01A 60 years, male, white 22.7
TCGA-DY-A1DD-01A 77 years, female, white, stage:iiib 22.6
TCGA-AG-A023-01A 62 years, female, stage:iv 22.6
TCGA-CL-5917-01A 71 years, female, white, stage:iiic 22.4
TCGA-AG-A020-01A 57 years, female, stage:iii 22.2
TCGA-F5-6811-01A 72 years, female, white, stage:iia 22.1
TCGA-AG-3999-01A 61 years, female, stage:iiic 21.9
TCGA-AG-3901-01A 67 years, female, stage:iiib 21.4
TCGA-AF-2693-01A 75 years, male, white, stage:i 21.3
TCGA-AG-A00H-01A 75 years, male, stage:iia 21.1
TCGA-EI-6882-01A 59 years, male, white, stage:iia 21.0
TCGA-AG-3582-01A 75 years, male, stage:iv 21.0
TCGA-DC-6157-01A 48 years, male, black or african american, stage:i 20.7
TCGA-AG-3599-01A 70 years, male, stage:i 20.7
TCGA-AF-3911-01A 48 years, male, white, stage:iiic 20.6
TCGA-CL-4957-01A 79 years, female 20.4
TCGA-F5-6464-01A 77 years, female, white, stage:iiic 20.4
TCGA-DC-6158-01A 70 years, male, white, stage:i 20.1
TCGA-EI-6508-01A 48 years, female, white, stage:iiib 19.7
TCGA-AG-A011-01A 80 years, male, stage:iia 19.6
TCGA-G5-6641-01A 67 years, male, white, stage:iiia 19.4
TCGA-AF-5654-01A 73 years, female, white, stage:i 19.3
TCGA-DY-A1DE-01A 56 years, female, white, stage:iia 19.1
TCGA-CI-6619-01B 41 years, male, white, stage:iv 18.8
TCGA-DT-5265-01A 51 years, male, asian, stage:ii 18.8
TCGA-AG-3609-01A 65 years, female, stage:iiic 18.7
TCGA-AG-3605-01A 85 years, female, stage:iv 18.7
TCGA-DY-A0XA-01A 57 years, female, white, stage:iia 18.6
TCGA-AH-6644-01A 73 years, male, white 18.3
TCGA-F5-6863-01A 71 years, female, white, stage:iiib 18.2
TCGA-AG-A036-01A 71 years, male, stage:iii 18.1
TCGA-AG-3902-01A 61 years, male, stage:iia 17.7
TCGA-DC-6156-01A 62 years, male, white, stage:iva 17.5
TCGA-EI-6512-01A 64 years, female, white, stage:iiib 17.5
TCGA-AG-4021-01A 84 years, female, stage:iv 17.3
TCGA-DC-5869-01A 62 years, female, black or african american, stage:iiib 17.2
TCGA-F5-6571-01A 62 years, female, white, stage:iia 17.2
TCGA-EI-6881-01A 60 years, male, white, stage:iiia 17.1
TCGA-AF-6655-01A 66 years, male, white, stage:iiia 17.1
TCGA-EF-5831-01A 72 years, male, white, stage:iia 16.9
TCGA-AF-6672-01A 43 years, male, white, stage:iv 16.6
TCGA-DC-6683-01A 43 years, male, white, stage:iiib 16.6
TCGA-AG-A02N-01A 67 years, male, stage:ii 16.6
TCGA-F5-6465-01A 64 years, female, white, stage:iia 16.5
TCGA-AG-3600-01A 62 years, male, stage:iiic 15.8
TCGA-AG-A00C-01A 49 years, female, stage:iiib 15.2
TCGA-BM-6198-01A 73 years, male, white, stage:iiib 15.2
TCGA-AG-3898-01A 61 years, male, stage:iia 15.1
TCGA-AG-4005-01A 64 years, male, stage:iv 15.0
TCGA-EI-6885-01A 57 years, female, white, stage:iv 14.6
TCGA-EI-6509-01A 53 years, male, white, stage:iiic 14.4
TCGA-AH-6643-01A 50 years, male, white, stage:iiic 14.3
TCGA-F5-6702-01A 71 years, male, white, stage:iva 14.2
TCGA-AG-3732-01A 78 years, female, stage:i 14.0
TCGA-AG-A002-01A 35 years, male, stage:i 13.9
TCGA-AG-3742-01A 85 years, female, stage:i 13.9
TCGA-AH-6903-01A 46 years, male, white, stage:iiib 13.7
TCGA-DY-A1DG-01A 75 years, male, white, stage:iva 13.4
TCGA-AG-4008-01A 63 years, male, stage:iia 13.4
TCGA-EI-6513-01A 59 years, male, white, stage:iiib 12.9
TCGA-AG-3731-01A 65 years, male, stage:iv 12.8
TCGA-F5-6812-01A 67 years, male, white, stage:iia 11.9
TCGA-EI-7004-01A 37 years, female, white 11.7
TCGA-AH-6549-01A 66 years, male, white 10.6
TCGA-AG-3575-01A 51 years, male, stage:ii 9.9
TCGA-CI-6620-01A 41 years, female, white, stage:iva 9.8
TCGA-AF-2687-01A 57 years, male, white, stage:iiic 9.5
TCGA-AF-2690-01A 77 years, female, white, stage:iiic 8.8
TCGA-DY-A1H8-01A 77 years, female, white, stage:iiia 8.0
TCGA-F5-6814-01A 57 years, male, white, stage:iia 7.3
TCGA-EI-6507-01A 60 years, male, white, stage:iia 6.5
TCGA-DC-6682-01A 57 years, male, white, stage:iia 5.4
TCGA-EI-6917-01A 33 years, male, white, stage:iiia 4.2
Show all
17.523.332.84.254.70102030405060708090100110
17.523.332.84.254.70102030405060708090100110

COLORECTAL CANCER - Protein expression

 

Antibody HPA016646

Antibody CAB003696

 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













































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