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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.
PSMB2 is potential prognostic, high expression is favorable 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
21.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
50.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
PSMB2 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
22.7
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PSMB2 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
20.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
30.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMB2 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
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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Normal
0.2
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Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
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Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
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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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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Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
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Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
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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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
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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Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
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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Tumor
0.0
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Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
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Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
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Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
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Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
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Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
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Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
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Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
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Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
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
