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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.
SDC3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
68.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
62.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
59.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
47.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
45.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
43.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
SDC3 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
28.6
Number of samples
486
Samples
Sample
Description
TPM
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
80.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
72.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
70.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
67.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
66.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
62.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
57.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
56.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
53.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
51.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
50.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
50.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
48.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
48.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
48.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
45.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
44.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
44.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
39.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SDC3 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
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
48.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
45.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
42.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 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.
SDC3 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
27.2
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
67.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
64.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
61.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
59.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
58.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
57.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
54.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
53.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
49.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
49.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
47.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
46.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
42.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
42.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
40.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
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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
