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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.
TC2N is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
47.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TC2N 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
126.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
89.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
82.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
81.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
79.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
76.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
76.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
75.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
73.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
72.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
71.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
69.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
65.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
64.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
60.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
60.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
60.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
59.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
57.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
57.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
56.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
56.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
56.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
55.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
55.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
52.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
52.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
52.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
52.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
50.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
50.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
50.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
50.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
50.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
50.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
49.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
49.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
49.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
48.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
48.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
47.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
47.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
47.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
45.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
45.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
45.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
45.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
44.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
44.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
44.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
42.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
42.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
41.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
40.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
40.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.2
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.
TC2N is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TC2N 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
25.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
93.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
75.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
70.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
69.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
68.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
61.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
58.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
58.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
56.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
51.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
46.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
46.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
45.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
40.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
39.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
