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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.
CXCL10 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
32.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1047.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
418.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
237.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
214.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
207.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
199.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
183.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
173.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
145.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
108.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
101.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
96.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
95.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
91.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
90.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
87.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
84.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
82.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
79.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
78.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
77.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
76.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
73.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
70.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
69.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
69.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
68.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
67.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
66.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
65.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
65.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
63.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
63.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
61.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
61.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
60.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
59.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
57.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
55.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
53.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
52.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
51.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
51.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
51.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
50.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
50.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
47.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
47.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
44.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
43.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
41.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 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.
CXCL10 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
42.8
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
928.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
456.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
388.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
356.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
322.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
274.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
250.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
245.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
240.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
226.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
217.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
209.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
208.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
188.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
187.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
169.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
169.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
167.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
165.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
163.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
154.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
139.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
138.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
137.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
135.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
134.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
129.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
125.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
122.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
120.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
119.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
118.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
118.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
118.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
117.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
115.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
114.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
113.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
113.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
111.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
111.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
108.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
106.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
105.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
97.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
96.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
96.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
95.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
95.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
94.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
93.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
93.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
92.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
89.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
88.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
88.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
87.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
87.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
85.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
83.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
83.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
82.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
80.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
80.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
79.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
78.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
77.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
76.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
76.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
75.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
74.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
73.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
73.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
73.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
71.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
70.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
69.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
69.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
69.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
68.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
68.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
68.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
68.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
68.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
67.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
67.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
66.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
66.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
66.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
66.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
64.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
63.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
63.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
63.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
63.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
62.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
62.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
61.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
60.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
60.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
59.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
59.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
59.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
57.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
57.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
56.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
54.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
53.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
52.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
52.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
51.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
50.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
50.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
50.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
50.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
49.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
49.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
49.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
48.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
48.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
48.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
48.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
48.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
47.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
46.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
45.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
41.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
41.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
38.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
4.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
3.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
3.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
3.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
3.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
3.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
3.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
2.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
2.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
2.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
2.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
1.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
1.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
1.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
1.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.2
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.
CXCL10 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
22.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
179.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
141.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
118.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
112.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
94.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
80.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
70.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
57.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
55.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
51.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
51.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
35.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
CXCL10 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
26.5
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
260.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
164.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
143.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
138.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
135.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
133.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
124.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
105.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
97.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
96.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
85.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
82.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
76.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
72.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
72.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
67.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
67.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
67.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
65.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
64.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
62.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
60.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
59.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
59.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
55.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
55.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
53.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
53.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
50.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
49.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
47.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
46.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
46.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
4.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
4.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
3.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
3.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
3.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
2.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
2.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
2.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
2.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
2.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
2.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
2.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
2.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
2.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
2.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.5
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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.
The Human Protein Atlas project is funded
