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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.
C2CD4A 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
64.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
62.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
49.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
C2CD4A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
105.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
87.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
86.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
78.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
76.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
67.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
66.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
64.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
60.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
58.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
57.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
56.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
54.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
53.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
51.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
48.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
43.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
43.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
6.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
4.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
4.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
4.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
4.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
4.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
4.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
4.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
4.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
4.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
4.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
3.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
3.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
3.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
3.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
3.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
3.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
3.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
3.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
3.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
3.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
3.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
3.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
3.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
3.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
3.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
3.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
3.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
2.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
2.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
2.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
2.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
2.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
2.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
2.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
2.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
2.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
2.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
2.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
2.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
2.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
2.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
2.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
2.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
2.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
2.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
2.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
2.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
2.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
2.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
2.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
2.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
1.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
1.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
1.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
1.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
1.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
1.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
1.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
1.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
1.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
1.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
1.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
1.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
1.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
1.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
1.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
1.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
1.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
1.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
1.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
0.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
0.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
0.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
0.4
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.
C2CD4A 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
C2CD4A 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
69.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
48.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
43.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
37.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
4.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
4.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
4.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
4.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
4.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
3.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
3.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
3.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
3.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
3.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
3.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
3.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
3.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
3.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
3.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
3.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
3.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
3.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
3.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
2.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
2.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
2.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
2.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
2.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
2.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
2.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
2.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
2.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
1.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
1.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
1.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
1.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
1.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.1
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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
