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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.
SPSB1 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
51.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
47.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
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.
SPSB1 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
20.3
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
61.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
47.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
45.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SPSB1 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
42.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SPSB1 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
50.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
46.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
