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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.
MAP3K21 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
MAP3K21 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
12.5
Number of samples
486
Samples
Sample
Description
TPM
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
5.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
5.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
3.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.0
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.
MAP3K21 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
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 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.
MAP3K21 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
4.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
3.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
2.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.4
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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
