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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.
SOX13 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
47.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
42.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SOX13 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.2
Number of samples
486
Samples
Sample
Description
TPM
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
66.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
60.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
51.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
41.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SOX13 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
37.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SOX13 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
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
