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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.
SPRED2 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
15.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
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.
SPRED2 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
32.2
Number of samples
486
Samples
Sample
Description
TPM
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
71.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
66.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
63.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
60.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
60.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
59.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
59.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
57.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
57.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
56.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
55.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
54.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
46.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
46.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
44.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
42.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
40.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
33.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
SPRED2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPRED2 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
29.1
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
48.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
39.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
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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
