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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.
KIZ 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
10.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
43.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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.
KIZ is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
203.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
143.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
111.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
109.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
84.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
83.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
80.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
70.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
63.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
57.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
52.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
48.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
46.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.0
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.
KIZ 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
70.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
58.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
49.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
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.
KIZ 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
84.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
69.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
67.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
61.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
56.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
3.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
