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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL5A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
84.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL5A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.8
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
70.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
61.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
57.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
57.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
55.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
55.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
55.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
54.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
54.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
53.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
53.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
51.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
51.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
51.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
50.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
50.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
50.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
50.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
50.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
49.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
49.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
48.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
48.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
48.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
47.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
47.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
47.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
45.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
45.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
45.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
44.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
44.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
43.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
43.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
43.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
41.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
41.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
36.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL5A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL5A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.3
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
56.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
54.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
53.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
51.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
49.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
49.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
48.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
48.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
46.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
46.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
44.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
43.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
43.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
40.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
40.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
39.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
39.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
36.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
