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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.
TRIM21 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
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
66.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
58.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
54.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
42.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
41.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TRIM21 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
29.3
Number of samples
486
Samples
Sample
Description
TPM
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
83.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
70.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
68.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
66.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
65.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
62.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
58.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
57.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
55.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
54.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
53.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
52.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
50.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
49.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
48.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
48.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
48.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
45.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
43.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
40.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
TRIM21 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
20.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
33.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRIM21 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
26.3
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
49.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
48.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
47.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
46.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
35.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
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Tumor
0.3
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Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
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Tumor
0.3
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Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
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Normal
-0.1
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Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
