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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.
MLKL 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
13.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 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.
MLKL is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
486
Samples
Sample
Description
TPM
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLKL 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
MLKL 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
17.2
Number of samples
207
Samples
Sample
Description
TPM
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
