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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.
SPSB3 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
18.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
51.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
41.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
40.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SPSB3 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
4.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
3.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPSB3 is potential prognostic, high expression is favorable 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
37.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
33.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
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.
SPSB3 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
