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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.
IQCE 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
IQCE 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
27.0
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
83.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
66.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
66.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
63.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
61.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
60.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
55.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
53.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
52.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
48.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
43.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
43.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
42.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
41.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
41.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
40.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
38.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
IQCE 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
IQCE 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
26.9
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
60.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
58.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
55.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
55.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
41.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
39.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
