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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDSS2 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDSS2 is potential prognostic, high expression is favorable 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PDSS2 is potential prognostic, high expression is favorable 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PDSS2 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
11.6
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-2.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.