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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.
IQCB1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
IQCB1 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
IQCB1 is potential prognostic, high expression is favorable 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
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IQCB1 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.7
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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
