We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PSMD9 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
3.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 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.
PSMD9 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
3.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
PSMD9 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
2.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
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.
PSMD9 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.8
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
