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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.
TFCP2L1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
TFCP2L1 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
17.8
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
49.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
43.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
43.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
42.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
38.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
35.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
3.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
3.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
3.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
3.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
3.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
3.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
3.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
2.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
2.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
2.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
2.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
2.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
1.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
1.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
1.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
1.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
1.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
1.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
1.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
1.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
0.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
0.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
0.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 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.
TFCP2L1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFCP2L1 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
50.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
44.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.9
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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
