We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPSAP2 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
45.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PRPSAP2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
486
Samples
Sample
Description
TPM
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PRPSAP2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPSAP2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
57.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
