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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.
STEAP1 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
22.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
103.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
92.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
78.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
65.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
60.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
58.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
58.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
57.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
55.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
55.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
54.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
51.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
48.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
46.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
44.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
43.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
43.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
42.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
42.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
41.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
41.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
40.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
39.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
STEAP1 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
19.4
Number of samples
486
Samples
Sample
Description
TPM
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
123.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
92.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
82.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
79.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
72.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
72.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
70.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
54.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
50.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
48.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
47.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
38.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
5.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
4.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
4.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
3.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
2.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STEAP1 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
79.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
69.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
55.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
54.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
52.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STEAP1 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
58.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
44.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
4.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
3.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
2.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
2.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
2.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.9
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
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
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
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
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
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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
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
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_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
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_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
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
