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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.
IQSEC2 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
IQSEC2 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
13.7
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
IQSEC2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 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.
IQSEC2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
