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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.
RARRES1 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
21.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
343.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
290.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
219.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
181.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
154.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
135.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
114.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
110.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
95.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
87.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
86.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
86.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
83.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
82.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
79.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
71.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
71.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
68.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
68.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
63.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
62.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
55.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
53.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
52.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
37.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
RARRES1 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
27.0
Number of samples
486
Samples
Sample
Description
TPM
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
354.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
287.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
212.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
194.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
177.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
174.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
171.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
160.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
159.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
126.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
123.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
122.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
119.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
115.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
114.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
110.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
109.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
108.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
101.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
101.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
97.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
97.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
96.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
96.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
94.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
90.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
89.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
87.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
87.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
86.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
85.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
83.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
82.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
81.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
79.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
75.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
75.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
72.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
70.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
70.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
69.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
68.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
68.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
67.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
66.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
64.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
64.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
64.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
63.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
63.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
62.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
62.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
62.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
61.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
59.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
58.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
57.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
55.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
54.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
54.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
54.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
52.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
52.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
51.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
51.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
48.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
48.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
47.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
47.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
46.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
45.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
6.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
4.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
3.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
3.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
3.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
3.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
2.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
2.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
2.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
1.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
1.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
1.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
0.7
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.
RARRES1 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
105.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
61.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
57.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
50.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
37.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
36.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
RARRES1 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
19.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
507.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
122.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
115.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
83.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
80.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
67.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
67.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
62.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
56.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
53.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
51.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
49.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
46.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
46.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
43.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
42.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
4.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
3.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
3.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
2.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
2.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
1.6
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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
