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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.
RNF24 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
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
RNF24 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
486
Samples
Sample
Description
TPM
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
4.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF24 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
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
RNF24 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.0
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
