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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.
TAF1C 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TAF1C 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF1C 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAF1C 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
