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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.
PSME4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
PSME4 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSME4 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
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.
PSME4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
